Tourism governance for sustainable heritage tourism in Sri Lankan heritage destinations
- Authors: Sivanandamoorthy, Sivesan
- Date: 2016
- Type: Text , Thesis , PhD
- Full Text:
- Description: This thesis investigates tourism governance models for sustainable heritage tourism in Kandy, a world heritage city situated in central Sri Lanka. Additionally, it explains how the success of sustainable heritage tourism has underpinned sustainable livelihoods development from a socio-cultural perspective. The main objective is to find, identify and assess the influence of tourism governance on sustainable heritage tourism in Sri Lanka. Stemming from this approach is the development of a tourism governance model for sustainable heritage tourism in Kandy. This thesis is intended as a response to the challenges of adopting a sustainable livelihoods development approach. Accordingly, it investigates the role sustainable heritage tourism plays in host community development within the context of sociocultural, economic and environmental aspects in Kandy. Employing a qualitative methodological approach, this thesis is underpinned by an interpretive research philosophy. Research data was collected through field-based in-country interviews and open-ended questionnaires as this approach allowed respondents to offer more information and to include their feelings, attitudes and understanding of the subject. Research results from in-country fieldwork reveal that tourism governance models have a major influence on the viability of sustainable heritage tourism at Sri Lankan heritage destinations. Macro-scale and micro-scale factors were found to be influential in tourism governance models. Additionally, sustainable heritage tourism was found to be a persuasive factor in host community development. Research from this thesis provides policy recommendations and potential management frameworks for tourism practitioners and policy makers. These insights into Kandy and other Sri Lankan heritage localities enable improvement of tourism governance systems and sustainable heritage tourism.
- Description: Doctor of Philosophy
- Authors: Sivanandamoorthy, Sivesan
- Date: 2016
- Type: Text , Thesis , PhD
- Full Text:
- Description: This thesis investigates tourism governance models for sustainable heritage tourism in Kandy, a world heritage city situated in central Sri Lanka. Additionally, it explains how the success of sustainable heritage tourism has underpinned sustainable livelihoods development from a socio-cultural perspective. The main objective is to find, identify and assess the influence of tourism governance on sustainable heritage tourism in Sri Lanka. Stemming from this approach is the development of a tourism governance model for sustainable heritage tourism in Kandy. This thesis is intended as a response to the challenges of adopting a sustainable livelihoods development approach. Accordingly, it investigates the role sustainable heritage tourism plays in host community development within the context of sociocultural, economic and environmental aspects in Kandy. Employing a qualitative methodological approach, this thesis is underpinned by an interpretive research philosophy. Research data was collected through field-based in-country interviews and open-ended questionnaires as this approach allowed respondents to offer more information and to include their feelings, attitudes and understanding of the subject. Research results from in-country fieldwork reveal that tourism governance models have a major influence on the viability of sustainable heritage tourism at Sri Lankan heritage destinations. Macro-scale and micro-scale factors were found to be influential in tourism governance models. Additionally, sustainable heritage tourism was found to be a persuasive factor in host community development. Research from this thesis provides policy recommendations and potential management frameworks for tourism practitioners and policy makers. These insights into Kandy and other Sri Lankan heritage localities enable improvement of tourism governance systems and sustainable heritage tourism.
- Description: Doctor of Philosophy
Efficacy and understanding of the safety hierarchy of controls
- Authors: Young, Stephen
- Date: 2017
- Type: Text , Thesis , PhD
- Full Text:
- Description: This document constitutes the submission of Stephen Young for the degree of Doctor of Philosophy at Federation University Australia. The submission is offered as a thesis by publication – representing a summary of the candidate’s research based around a number of already-published peer-reviewed papers, supported by additional analysis and commentary. The research project is entitled “Efficacy and Understanding of the Safety Hierarchy of Controls”. The key question posed in this thesis is stated as: “What constrains understanding of the efficacy of the safety hierarchy?” This question was broken down into three sub-questions, each of which is represented within this submission as Part One, Part Two, and Part Three respectively. The three questions are stated as: 1. How may contemporary evidence demonstrate the efficacy of the safety hierarchy? 2. What are the constraints on understanding the hazard vector as it relates to the safety hierarchy? 3. What is the current understanding of hazard mitigation in a selected industry and how may the safety hierarchy be implemented to ameliorate a key hazard? The Introduction indicates the importance of the topic and explains the background to the concept known as the [safety] hierarchy of control, including a distinction between hazard and risk. It then undertakes a brief review of the development of twentieth century safety literature, including a consideration of how safety analysis has been split into the energy damage model and the anthropocentric model – complicated by a persistence of myth and superstition. An update of more recent safety literature in the twenty-first century and literature relating to governance decision making is also included. The intended contribution of this research project is laid out along with an explanation of how the thesis is organised. Part One seeks to use contemporary evidence to demonstrate the efficacy of the safety hierarchy. This is primarily achieved by presenting two case studies predominantly focussed on a New Zealand aluminium smelter. The first paper, “From zero to hero: A case study of industrial injury reduction”, used the candidate’s earlier research documenting that company’s remarkable journey from a worksite with an unenviably high level of injuries to that of one of the safest industrial worksites in the world. It contextualised the research within the contemporary zero accident vision (ZAV) and considered the company’s use of the hierarchy of controls as a primary means of hazard intervention. This paper was published in Safety Science in 2014. A further study was conducted later in 2014 to qualitatively consider the effect on safety of the difficult economic times being experienced by the aluminium industry. This purposive critical case study revisited the New Zealand aluminium smelter to document the observations of safety managers as they sought to continue the company’s exemplary safety record in the face of financial duress. “Safety in hard times: A qualitative analysis of safety concerns in two industrial plants under financial duress” also included parallel observations of safety managers from an Australian aluminium rolling mill as it closed down in response to the same economic factors. The impact of lean management and the ongoing efficacy of hierarchy of controls methodology within both plants was documented and considered. This paper was published in Safety Science in 2018. Insofar as is possible using case studies, both papers demonstrated the efficacy of the hierarchy of control as an intervention methodology for ameliorating hazards in the workplace. Part Two seeks to consider the constraints on understanding the hazard vector as it relates to the hierarchy of controls. A focussed literature review entitled “The root cause fallacy” was conducted to better understand the uses of the word cause in philosophy, law, and science – as well as in the applied science of safety management. This paper highlighted the limitations of the concept of root cause as a safety intervention precept; thereby identifying a significant constraint on understanding the hazard vector and the hierarchy of control. This is followed by a chapter deconstructing the most common version of the hierarchy of controls, pointing out how it could be made easier to understand and proposing a simplified version – more aligned to the underlying hazard vector. This alignment has been successfully presented in a number a conferences including the proceedings of 2014 Australian Systems Safety Conference; and ultimately, to the 15th World Congress on Public Health in 2017. Part Three applies the knowledge gained in Parts One and Two, and presents two studies investigating the fermentation industry to both understand the role of the hierarchy of controls in hazard mitigation and to illustrate how it can be more effectively implemented. The first paper took the potentially catastrophic hazard of asphyxiation from elevated levels of carbon dioxide (CO2) and demonstrated how the hierarchy of controls could be applied to more effectively control the hazard. The second paper surveyed the rapidly growing boutique beer industry in Victoria and Tasmania to understand how hazards were being managed, and the degree to which the hierarchy of controls was used to ameliorate the identified hazards. Together, these papers illustrated that application of the hierarchy of controls is largely conspicuous by its absence in the mitigation of hazards in a rapidly growing industry; while also demonstrating an effective hierarchal control that could evade an almost inevitable looming catastrophe. In conclusion, this thesis demonstrates the efficacy of the hierarchy of controls in Part One. In Part Two, it considers the linguistic origin of the word cause and consequently reconsiders the hazard vector insofar as it relates to the hierarchy of controls – incorporating these findings into a simpler and more easily understood hierarchy. Part Three provides a demonstration of how the hierarchy of controls can be applied to a difficult hazard in an emerging industry and also highlights the contemporary deficiencies in how that industry currently deals with the hazards they identify. Finally, the key question “What constrains understanding of the efficacy of the safety hierarchy?” is addressed by summarising the three parts of this thesis and concluding: 1. An assiduous application of the hierarchy of controls can prevent occupational injuries. 2. The efficacy of the hierarchy of controls is constrained by the following factors: a. Over-complication of what is a simple concept; b. Misunderstanding of how hazard interventions may be used to prevent injury; c. Misunderstanding of the construct of cause as it relates to the hazard vector. 3. Appropriate recognition of the relative significance of identified hazards is central to the understanding of the safety hierarchy.
- Description: Doctor of Philosophy
- Authors: Young, Stephen
- Date: 2017
- Type: Text , Thesis , PhD
- Full Text:
- Description: This document constitutes the submission of Stephen Young for the degree of Doctor of Philosophy at Federation University Australia. The submission is offered as a thesis by publication – representing a summary of the candidate’s research based around a number of already-published peer-reviewed papers, supported by additional analysis and commentary. The research project is entitled “Efficacy and Understanding of the Safety Hierarchy of Controls”. The key question posed in this thesis is stated as: “What constrains understanding of the efficacy of the safety hierarchy?” This question was broken down into three sub-questions, each of which is represented within this submission as Part One, Part Two, and Part Three respectively. The three questions are stated as: 1. How may contemporary evidence demonstrate the efficacy of the safety hierarchy? 2. What are the constraints on understanding the hazard vector as it relates to the safety hierarchy? 3. What is the current understanding of hazard mitigation in a selected industry and how may the safety hierarchy be implemented to ameliorate a key hazard? The Introduction indicates the importance of the topic and explains the background to the concept known as the [safety] hierarchy of control, including a distinction between hazard and risk. It then undertakes a brief review of the development of twentieth century safety literature, including a consideration of how safety analysis has been split into the energy damage model and the anthropocentric model – complicated by a persistence of myth and superstition. An update of more recent safety literature in the twenty-first century and literature relating to governance decision making is also included. The intended contribution of this research project is laid out along with an explanation of how the thesis is organised. Part One seeks to use contemporary evidence to demonstrate the efficacy of the safety hierarchy. This is primarily achieved by presenting two case studies predominantly focussed on a New Zealand aluminium smelter. The first paper, “From zero to hero: A case study of industrial injury reduction”, used the candidate’s earlier research documenting that company’s remarkable journey from a worksite with an unenviably high level of injuries to that of one of the safest industrial worksites in the world. It contextualised the research within the contemporary zero accident vision (ZAV) and considered the company’s use of the hierarchy of controls as a primary means of hazard intervention. This paper was published in Safety Science in 2014. A further study was conducted later in 2014 to qualitatively consider the effect on safety of the difficult economic times being experienced by the aluminium industry. This purposive critical case study revisited the New Zealand aluminium smelter to document the observations of safety managers as they sought to continue the company’s exemplary safety record in the face of financial duress. “Safety in hard times: A qualitative analysis of safety concerns in two industrial plants under financial duress” also included parallel observations of safety managers from an Australian aluminium rolling mill as it closed down in response to the same economic factors. The impact of lean management and the ongoing efficacy of hierarchy of controls methodology within both plants was documented and considered. This paper was published in Safety Science in 2018. Insofar as is possible using case studies, both papers demonstrated the efficacy of the hierarchy of control as an intervention methodology for ameliorating hazards in the workplace. Part Two seeks to consider the constraints on understanding the hazard vector as it relates to the hierarchy of controls. A focussed literature review entitled “The root cause fallacy” was conducted to better understand the uses of the word cause in philosophy, law, and science – as well as in the applied science of safety management. This paper highlighted the limitations of the concept of root cause as a safety intervention precept; thereby identifying a significant constraint on understanding the hazard vector and the hierarchy of control. This is followed by a chapter deconstructing the most common version of the hierarchy of controls, pointing out how it could be made easier to understand and proposing a simplified version – more aligned to the underlying hazard vector. This alignment has been successfully presented in a number a conferences including the proceedings of 2014 Australian Systems Safety Conference; and ultimately, to the 15th World Congress on Public Health in 2017. Part Three applies the knowledge gained in Parts One and Two, and presents two studies investigating the fermentation industry to both understand the role of the hierarchy of controls in hazard mitigation and to illustrate how it can be more effectively implemented. The first paper took the potentially catastrophic hazard of asphyxiation from elevated levels of carbon dioxide (CO2) and demonstrated how the hierarchy of controls could be applied to more effectively control the hazard. The second paper surveyed the rapidly growing boutique beer industry in Victoria and Tasmania to understand how hazards were being managed, and the degree to which the hierarchy of controls was used to ameliorate the identified hazards. Together, these papers illustrated that application of the hierarchy of controls is largely conspicuous by its absence in the mitigation of hazards in a rapidly growing industry; while also demonstrating an effective hierarchal control that could evade an almost inevitable looming catastrophe. In conclusion, this thesis demonstrates the efficacy of the hierarchy of controls in Part One. In Part Two, it considers the linguistic origin of the word cause and consequently reconsiders the hazard vector insofar as it relates to the hierarchy of controls – incorporating these findings into a simpler and more easily understood hierarchy. Part Three provides a demonstration of how the hierarchy of controls can be applied to a difficult hazard in an emerging industry and also highlights the contemporary deficiencies in how that industry currently deals with the hazards they identify. Finally, the key question “What constrains understanding of the efficacy of the safety hierarchy?” is addressed by summarising the three parts of this thesis and concluding: 1. An assiduous application of the hierarchy of controls can prevent occupational injuries. 2. The efficacy of the hierarchy of controls is constrained by the following factors: a. Over-complication of what is a simple concept; b. Misunderstanding of how hazard interventions may be used to prevent injury; c. Misunderstanding of the construct of cause as it relates to the hazard vector. 3. Appropriate recognition of the relative significance of identified hazards is central to the understanding of the safety hierarchy.
- Description: Doctor of Philosophy
Voices from the margins : A critical ethnography of conflict in female friendship in a regional Australian school
- Authors: Pappaluca, Kimberly
- Date: 2018
- Type: Text , Thesis , PhD
- Full Text:
- Description: The way that interpersonal conflict is displayed and navigated is informed by broader discourses about the nature of gender roles, gender expectations, and understandings of what it means to be a girl in regional Australia. This research explores the role of conflict in everyday school interactions for the female students of one regional secondary school in the state of Victoria, Australia. For these female students, the nature of their interpersonal conflict was either widely discussed and scrutinised by teachers, adults and other students, or ignored and silenced by the same groups. For the young women of Rural Valley, their experience of conflict is intrinsically tied to the cultural spaces and places they occupy. In this thesis, young women’s voices and experiences of conflict in a regional secondary school are considered through a critical perspective situated within critical theory. A critical ethnography has been conducted drawing upon the notion of horizontal violence to develop understandings of the nature of conflict as experienced by young women from regional Australia. In order to illuminate the lived experiences of conflict for young women, narrative portraiture is used as a representational method to deconstruct traditional views of ethnographic writing. In doing so, this research provides a counter-narrative to dominant discourses about how young women experience and manage conflict and how they navigate their relationships when conflict arises. This research is significant because it challenges stereotypical notions of what conflict means to young girls in a regional secondary school context. The findings of this study highlight that young women use group-specific strategies to negotiate friendships and confront structural inequalities of a hegemonic education system. This research ultimately advocates for understandings of conflict that move away from deficit discourses to advance discussions concerned with the gendered nature of violence within Australian society.
- Description: Doctor of Philosophy
- Authors: Pappaluca, Kimberly
- Date: 2018
- Type: Text , Thesis , PhD
- Full Text:
- Description: The way that interpersonal conflict is displayed and navigated is informed by broader discourses about the nature of gender roles, gender expectations, and understandings of what it means to be a girl in regional Australia. This research explores the role of conflict in everyday school interactions for the female students of one regional secondary school in the state of Victoria, Australia. For these female students, the nature of their interpersonal conflict was either widely discussed and scrutinised by teachers, adults and other students, or ignored and silenced by the same groups. For the young women of Rural Valley, their experience of conflict is intrinsically tied to the cultural spaces and places they occupy. In this thesis, young women’s voices and experiences of conflict in a regional secondary school are considered through a critical perspective situated within critical theory. A critical ethnography has been conducted drawing upon the notion of horizontal violence to develop understandings of the nature of conflict as experienced by young women from regional Australia. In order to illuminate the lived experiences of conflict for young women, narrative portraiture is used as a representational method to deconstruct traditional views of ethnographic writing. In doing so, this research provides a counter-narrative to dominant discourses about how young women experience and manage conflict and how they navigate their relationships when conflict arises. This research is significant because it challenges stereotypical notions of what conflict means to young girls in a regional secondary school context. The findings of this study highlight that young women use group-specific strategies to negotiate friendships and confront structural inequalities of a hegemonic education system. This research ultimately advocates for understandings of conflict that move away from deficit discourses to advance discussions concerned with the gendered nature of violence within Australian society.
- Description: Doctor of Philosophy
Visiting Friends and Relatives (VFR) travel in Australia : An examination of the role of VFR hosts
- Authors: Yousuf, Mohammad
- Date: 2018
- Type: Text , Thesis , PhD
- Full Text:
- Description: Visiting Friends and Relatives (VFR) travel is a significant form of travel in terms of global travel numbers. However, research on VFR travel is small relative to its size. In particular, research regarding the role of hosts of VFR travellers in shaping their trips including travel decisions and activities has been examined by few researchers. No previous research explored the differences in hosting between immigrant and non-immigrant local residents despite VFR travel being commonly associated with migration in existing literature. Before this research, the differences between hosting friends and relatives had been neglected, resulting in VFR hosts being treated as one homogenous group. Previous research also failed to empirically test the influence of destination on the hosting of VFRs. Thus, this is the first study examining the hosting of VFRs through combining how migration, relationship types, and destination types, impact VFR travel experiences for hosts. Given that VFR travel is a significant component of Australia’s visitor numbers, and that it comprises a large immigrant population, Australia is a suitable setting for this study. Considering the multi-dimensional elements in the study, the “VFR Whole Tourism Systems Model” was used as the conceptual model for this study. Quantitative research was conducted nationally with 331 residents, collected through an online survey, assessing the differences and similarities in hosting behaviours. Qualitative research was undertaken through in-depth interviews with 34 local residents in three contrasting destinations in Victoria understanding the social interactions between VFR hosts and their visiting friends/relatives. Significant differences were found between immigrants and nonimmigrants regarding attracting VFRs and hosting experiences. Differences were also noted between hosting friends versus hosting relatives, and it was also determined that the destination types impact VFR hosting. Such findings have provided valuable insights regarding the economic and social benefits of promoting local marketing campaign targeting local residents.
- Description: Doctor of Philosophy
- Authors: Yousuf, Mohammad
- Date: 2018
- Type: Text , Thesis , PhD
- Full Text:
- Description: Visiting Friends and Relatives (VFR) travel is a significant form of travel in terms of global travel numbers. However, research on VFR travel is small relative to its size. In particular, research regarding the role of hosts of VFR travellers in shaping their trips including travel decisions and activities has been examined by few researchers. No previous research explored the differences in hosting between immigrant and non-immigrant local residents despite VFR travel being commonly associated with migration in existing literature. Before this research, the differences between hosting friends and relatives had been neglected, resulting in VFR hosts being treated as one homogenous group. Previous research also failed to empirically test the influence of destination on the hosting of VFRs. Thus, this is the first study examining the hosting of VFRs through combining how migration, relationship types, and destination types, impact VFR travel experiences for hosts. Given that VFR travel is a significant component of Australia’s visitor numbers, and that it comprises a large immigrant population, Australia is a suitable setting for this study. Considering the multi-dimensional elements in the study, the “VFR Whole Tourism Systems Model” was used as the conceptual model for this study. Quantitative research was conducted nationally with 331 residents, collected through an online survey, assessing the differences and similarities in hosting behaviours. Qualitative research was undertaken through in-depth interviews with 34 local residents in three contrasting destinations in Victoria understanding the social interactions between VFR hosts and their visiting friends/relatives. Significant differences were found between immigrants and nonimmigrants regarding attracting VFRs and hosting experiences. Differences were also noted between hosting friends versus hosting relatives, and it was also determined that the destination types impact VFR hosting. Such findings have provided valuable insights regarding the economic and social benefits of promoting local marketing campaign targeting local residents.
- Description: Doctor of Philosophy
A differential scanning calorimetry study of some metal 2,4 pentanedionates
- Authors: Murray, John
- Date: 1987
- Type: Text , Thesis , Masters
- Full Text: false
- Description: The sublimation enthalpy of beryllium (II), aluminium (III), chromium (III), iron (III), cobalt (III), nickel (II), copper (II), oxovanadium (IV) and zirconium (IV) 2,4 -pentanedionate complexes has been determined by vacuum Differential Scanning Calorimetry (DSC), subsequent to benzoic acid being proposed as calibrant for this technique. In conjunction with existing thermochemical data for these complexes, metal-ligand homolytic bond dissociation energies are calculated and are rationalized in terms of the ionic size of the coordinated meta and the crystal field stabilization energies for the complex. Old and new methods for the determination of sublimation enthalpy are reviewed and the present data collectively reveal the versatility and precision of DSC fort the direct determination of sublimation enthalpies of metal complexes. The new sublimation enthalpy data presented for metal 2-4- pentanedionate complexes effectively ends the controversy associated with the previously reported corresponding data/
- Description: Master of Applied Science
- Authors: Murray, John
- Date: 1987
- Type: Text , Thesis , Masters
- Full Text: false
- Description: The sublimation enthalpy of beryllium (II), aluminium (III), chromium (III), iron (III), cobalt (III), nickel (II), copper (II), oxovanadium (IV) and zirconium (IV) 2,4 -pentanedionate complexes has been determined by vacuum Differential Scanning Calorimetry (DSC), subsequent to benzoic acid being proposed as calibrant for this technique. In conjunction with existing thermochemical data for these complexes, metal-ligand homolytic bond dissociation energies are calculated and are rationalized in terms of the ionic size of the coordinated meta and the crystal field stabilization energies for the complex. Old and new methods for the determination of sublimation enthalpy are reviewed and the present data collectively reveal the versatility and precision of DSC fort the direct determination of sublimation enthalpies of metal complexes. The new sublimation enthalpy data presented for metal 2-4- pentanedionate complexes effectively ends the controversy associated with the previously reported corresponding data/
- Description: Master of Applied Science
What is the value of meaning created through social learning in informal virtual communities?
- Authors: Wilmott, Deirdre
- Date: 2016
- Type: Text , Thesis , PhD
- Full Text:
- Description: This study asks the question ‘What is the value of meaning created through social learning in informal virtual communities?’. By researching how people learn in two virtual communities of practice, based around forums, it endeavours to explore learning in online environments that are unconnected to workplace or educational institutions. Both communities studied in this project are meeting places for peers who pursue a domain of personal interest, hence neither community defines itself as a learning environment but as a social meeting place for people to share similar pursuits. The rationale of this study was to explore in-depth the plethora of resources that forum-based communities offer researchers of learning outside the academy, in order to understand the intricacies of un-facilitated social learning. A research strategy for this study was developed from Crotty's (1998) platform which defines: research methods; a methodology; a theoretical perspective; and an epistemology. Triangulated research methods of interview, observation, and personal participation form the basis of data collection. Ethnography, which incorporates auto-ethnography, was the chosen methodology, and the study is centred on a constructivist epistemology. This study employs an interpretivist theoretical perspective, relying on the approaches of two theorists to analyse the data. Both communities were explored by developing four specific propositions from an in-depth analysis of the available literature on informal learning, virtual environments and communities, together with the theoretical understandings of Wenger (1998) regarding Communities of Practice, and Candy (1991) relating to autodidactic and constructed learning. Two viewpoints were chosen because whilst there are a number of theoretical perspectives that can be applied to informal learning in a virtual environment, there is no one agreed theory which comprehensively explains the complexities of individual and social learning in virtual communities. Despite recognition of the Internet as a major source of many people’s informal learning, there is still comparatively limited research undertaken on how this happens. This study is intended to assist in the reduction of this gap by examining aspects of learning including: the connection between autonomous learners and virtual communities; the effect of the written format of the communities observed on dispersing meaning; and the impact of the virtuality of the community on the process of learning and creation of meaning. By undertaking an ethnographical examination of the nature of learning in two informal virtual communities based around written asynchronous forums, this study is intended to contribute to understanding the worth of informal learning in virtual communities where learning occurs between peers. This study contributes to knowledge through its exploration of the way learning occurs in un-facilitated environments and the legitimacy of the outcomes of that learning. Through this exploration, it fosters an appreciation of the value of meaning created in these social environments, as well as their role in validation of communal and individual meaning. It is able to do this by circumnavigating the difficulties earlier researchers have had in developing in-depth studies of the topic because it does not rely implicitly on the perspectives of those participating, or limited-time observations. The study concludes that for both communities their virtuality greatly influences the way their practice develops, as well as how this practice shapes the way in which their members learn in informal environments. It also concludes that learning in these environments is a very complex, often sophisticated, and sometimes contradictory process that is governed by many different, and occasionally competing, aims of individuals and communities. This study also resolved that because of the very complexity of this learning, these two communities produce some very deep and meaningful contributions to their respective domains. As individuals connected within these communities in order to explore their interest in their respective domains, the communities became: repositories of ideas and resources; places to engage in negotiating and renegotiating meaning; and places to validate personal meaning through testing against established community understandings and peer views. Thus after extensive ethnographical research on both communities of this study, it is considered that this work advances the knowledge of learning outside the academy by providing evidence that people do learn effectively in informal virtual communities
- Description: Doctor of Philosophy
- Authors: Wilmott, Deirdre
- Date: 2016
- Type: Text , Thesis , PhD
- Full Text:
- Description: This study asks the question ‘What is the value of meaning created through social learning in informal virtual communities?’. By researching how people learn in two virtual communities of practice, based around forums, it endeavours to explore learning in online environments that are unconnected to workplace or educational institutions. Both communities studied in this project are meeting places for peers who pursue a domain of personal interest, hence neither community defines itself as a learning environment but as a social meeting place for people to share similar pursuits. The rationale of this study was to explore in-depth the plethora of resources that forum-based communities offer researchers of learning outside the academy, in order to understand the intricacies of un-facilitated social learning. A research strategy for this study was developed from Crotty's (1998) platform which defines: research methods; a methodology; a theoretical perspective; and an epistemology. Triangulated research methods of interview, observation, and personal participation form the basis of data collection. Ethnography, which incorporates auto-ethnography, was the chosen methodology, and the study is centred on a constructivist epistemology. This study employs an interpretivist theoretical perspective, relying on the approaches of two theorists to analyse the data. Both communities were explored by developing four specific propositions from an in-depth analysis of the available literature on informal learning, virtual environments and communities, together with the theoretical understandings of Wenger (1998) regarding Communities of Practice, and Candy (1991) relating to autodidactic and constructed learning. Two viewpoints were chosen because whilst there are a number of theoretical perspectives that can be applied to informal learning in a virtual environment, there is no one agreed theory which comprehensively explains the complexities of individual and social learning in virtual communities. Despite recognition of the Internet as a major source of many people’s informal learning, there is still comparatively limited research undertaken on how this happens. This study is intended to assist in the reduction of this gap by examining aspects of learning including: the connection between autonomous learners and virtual communities; the effect of the written format of the communities observed on dispersing meaning; and the impact of the virtuality of the community on the process of learning and creation of meaning. By undertaking an ethnographical examination of the nature of learning in two informal virtual communities based around written asynchronous forums, this study is intended to contribute to understanding the worth of informal learning in virtual communities where learning occurs between peers. This study contributes to knowledge through its exploration of the way learning occurs in un-facilitated environments and the legitimacy of the outcomes of that learning. Through this exploration, it fosters an appreciation of the value of meaning created in these social environments, as well as their role in validation of communal and individual meaning. It is able to do this by circumnavigating the difficulties earlier researchers have had in developing in-depth studies of the topic because it does not rely implicitly on the perspectives of those participating, or limited-time observations. The study concludes that for both communities their virtuality greatly influences the way their practice develops, as well as how this practice shapes the way in which their members learn in informal environments. It also concludes that learning in these environments is a very complex, often sophisticated, and sometimes contradictory process that is governed by many different, and occasionally competing, aims of individuals and communities. This study also resolved that because of the very complexity of this learning, these two communities produce some very deep and meaningful contributions to their respective domains. As individuals connected within these communities in order to explore their interest in their respective domains, the communities became: repositories of ideas and resources; places to engage in negotiating and renegotiating meaning; and places to validate personal meaning through testing against established community understandings and peer views. Thus after extensive ethnographical research on both communities of this study, it is considered that this work advances the knowledge of learning outside the academy by providing evidence that people do learn effectively in informal virtual communities
- Description: Doctor of Philosophy
A Hybrid data dependent dissimilarity measure for image retrieval
- Shojanazeri, Hamid, Teng, Shyh, Lu, Guojun
- Authors: Shojanazeri, Hamid , Teng, Shyh , Lu, Guojun
- Date: 2017
- Type: Text , Unpublished work
- Full Text:
- Description: Abstract— In image retrieval, an effective dissimilarity measure is required to retrieve the perceptually similar images. Minkowski-type (lp ) distance is widely used for image retrieval, however it has its limitations. It focuses on distance between image features and ignores the data distribution of the image features, which can play an important role in measuring perceptual similarity of images. !! also favours the most dominant components in calculating the total dissimilarity. A data dependent measure, named !! -dissimilarity, which estimates the dissimilarity using the data distribution, has been proposed recently. Rather than relying on geometric distance, it measures the dissimilarity between two instances in each dimension as a probability mass in a region that encloses the two instances. It considers two instances in a sparse region to be more similar than in a dense region. Using the probability of data mass enables all the dimensions of feature vectors to contribute in the final estimate of dissimilarity, so it does not just heavily bias towards the most dominant components. However, relying only on data distribution and completely ignoring the geometric distance raise another limitation. This can result in finding two instances similar only due to being in a sparse region, however if the geometric distance between them is large then they are not perceptually similar. To address this limitation we proposed a new hybrid data dependent dissimilarity (HDDD) measure that considers both data distribution as well as geometric distance. Our experimental results using Corel database and Caltech 101 show that (HDDD) leads to higher image retrieval performance than lp distance (lpD) and mp.
- Authors: Shojanazeri, Hamid , Teng, Shyh , Lu, Guojun
- Date: 2017
- Type: Text , Unpublished work
- Full Text:
- Description: Abstract— In image retrieval, an effective dissimilarity measure is required to retrieve the perceptually similar images. Minkowski-type (lp ) distance is widely used for image retrieval, however it has its limitations. It focuses on distance between image features and ignores the data distribution of the image features, which can play an important role in measuring perceptual similarity of images. !! also favours the most dominant components in calculating the total dissimilarity. A data dependent measure, named !! -dissimilarity, which estimates the dissimilarity using the data distribution, has been proposed recently. Rather than relying on geometric distance, it measures the dissimilarity between two instances in each dimension as a probability mass in a region that encloses the two instances. It considers two instances in a sparse region to be more similar than in a dense region. Using the probability of data mass enables all the dimensions of feature vectors to contribute in the final estimate of dissimilarity, so it does not just heavily bias towards the most dominant components. However, relying only on data distribution and completely ignoring the geometric distance raise another limitation. This can result in finding two instances similar only due to being in a sparse region, however if the geometric distance between them is large then they are not perceptually similar. To address this limitation we proposed a new hybrid data dependent dissimilarity (HDDD) measure that considers both data distribution as well as geometric distance. Our experimental results using Corel database and Caltech 101 show that (HDDD) leads to higher image retrieval performance than lp distance (lpD) and mp.
Theoretical perspectives on using epidemiology and systems thinking to better understand the aetiology and prevention of distance running-related injury
- Authors: Hulme, Adam
- Date: 2017
- Type: Text , Thesis , PhD
- Full Text:
- Description: On a global scale, the sporting activity of distance running has increased in popularity. This is likely attributable to a growing societal concern for the documented rise in several lifestyle-related chronic diseases. As a form of exercise, running provides significant beneficial effects on a range of biomedical health indices, and is the preferred physical activity of choice for many people given its high accessibility and relatively low financial cost. Notwithstanding the many health-related benefits associated with running, the risk of sustaining a distance running-related injury (RRI) can be high. Therefore, from an injury prevention perspective, understanding why runners sustain RRI is of primary scientific importance. Over the last fifty years, the science behind RRI causation and prevention has attracted considerable interest amongst sports injury prevention researchers. During that time, there has been a concerted scholarly effort to understand the aetiology of RRI from an epidemiological and clinical research-based standpoint. Traditional scientific approaches have attempted to identify the effect of discrete trainingrelated, behavioural, and/or biomechanical exposures on the risk of developing either general or specific RRI. Despite what is now a considerable body of work, several descriptive and systematic reviews have found a history of previous injury to be the only definitive risk factor for subsequent RRI development. Alongside the continuing application of traditional scientific approaches, this PhD thesis promotes the use of a complementary ‘systems thinking’ theoretical perspective for better understanding the development and prevention of RRI. There are several contained chapters, the first of which is a systematic review of the RRI aetiological literature. After examining in closer detail the causal mechanism underpinning RRI development, a series of papers urge injury prevention scientists to consider drawing on alternative philosophical perspectives when planning and designing research. In building on the preceding arguments, the final chapters involve the construction of a systems ergonomics control structure model of the Australian distance running system, including the way RRI is managed and controlled.
- Description: Doctor of Philosophy
- Authors: Hulme, Adam
- Date: 2017
- Type: Text , Thesis , PhD
- Full Text:
- Description: On a global scale, the sporting activity of distance running has increased in popularity. This is likely attributable to a growing societal concern for the documented rise in several lifestyle-related chronic diseases. As a form of exercise, running provides significant beneficial effects on a range of biomedical health indices, and is the preferred physical activity of choice for many people given its high accessibility and relatively low financial cost. Notwithstanding the many health-related benefits associated with running, the risk of sustaining a distance running-related injury (RRI) can be high. Therefore, from an injury prevention perspective, understanding why runners sustain RRI is of primary scientific importance. Over the last fifty years, the science behind RRI causation and prevention has attracted considerable interest amongst sports injury prevention researchers. During that time, there has been a concerted scholarly effort to understand the aetiology of RRI from an epidemiological and clinical research-based standpoint. Traditional scientific approaches have attempted to identify the effect of discrete trainingrelated, behavioural, and/or biomechanical exposures on the risk of developing either general or specific RRI. Despite what is now a considerable body of work, several descriptive and systematic reviews have found a history of previous injury to be the only definitive risk factor for subsequent RRI development. Alongside the continuing application of traditional scientific approaches, this PhD thesis promotes the use of a complementary ‘systems thinking’ theoretical perspective for better understanding the development and prevention of RRI. There are several contained chapters, the first of which is a systematic review of the RRI aetiological literature. After examining in closer detail the causal mechanism underpinning RRI development, a series of papers urge injury prevention scientists to consider drawing on alternative philosophical perspectives when planning and designing research. In building on the preceding arguments, the final chapters involve the construction of a systems ergonomics control structure model of the Australian distance running system, including the way RRI is managed and controlled.
- Description: Doctor of Philosophy
The effects of playing Nintendo Wii on depression, sense of belonging, social support, and mood among Australian aged care residents : A pilot study
- Authors: Chesler, Jessica
- Date: 2015
- Type: Text , Thesis , Masters
- Full Text:
- Description: Adults aged 65 years or older constitute the fastest growing age group worldwide, leading to greater numbers of people requiring care in residential facilities. Adults in these facilities have higher levels of depression, lower levels of social support, and lower levels of sense of belonging compared with older adults living in the community. Research has begun to assess the effectiveness of interventions aimed at improving the mental health of aged care residents. Within this population, cognitive and physical benefits of playing video games have been documented in the literature, as well as greater social interaction, and decreased loneliness. The aim of the current study was to investigate the effectiveness of playing Wii bowling twice weekly, with up to 3 other residents, for 6 weeks. An Australian sample of 31 women and 8 men between the ages of 65 and 95 years (Mean age = 85.68, SD = 9.62) were randomised to either a treatment or control group based on their place of residence. The residents completed demographic information, The Veterans Affairs Saint Louis University Mental Status Exam, the Geriatric Depression Scale Short Form, the Social Provisions Scale, and three visual analogue scales to measure sense of belonging and mood. These scales were completed pre-intervention (0 weeks), postintervention (6 weeks), and at 2-month follow up (14 weeks). Qualitative data on social interaction between group members was also collected at weeks 1, 3, and 6. Results did not support the use of the Wii to improve residents’ self-reported levels of depression, social support, sense of belonging, or mood. Social interaction increased over the 6 weeks, as measured by interaction analyses and also residents’ comments. Overall, findings indicate that Wii bowling may be a useful intervention as part of a comprehensive care program to increase social interaction within aged care. Pervasive environmental problems associated with aged care, as well as participant characteristics, may have reduced the effectiveness of the intervention program.
- Description: Master of Applied Science by Research (Psychology)
- Authors: Chesler, Jessica
- Date: 2015
- Type: Text , Thesis , Masters
- Full Text:
- Description: Adults aged 65 years or older constitute the fastest growing age group worldwide, leading to greater numbers of people requiring care in residential facilities. Adults in these facilities have higher levels of depression, lower levels of social support, and lower levels of sense of belonging compared with older adults living in the community. Research has begun to assess the effectiveness of interventions aimed at improving the mental health of aged care residents. Within this population, cognitive and physical benefits of playing video games have been documented in the literature, as well as greater social interaction, and decreased loneliness. The aim of the current study was to investigate the effectiveness of playing Wii bowling twice weekly, with up to 3 other residents, for 6 weeks. An Australian sample of 31 women and 8 men between the ages of 65 and 95 years (Mean age = 85.68, SD = 9.62) were randomised to either a treatment or control group based on their place of residence. The residents completed demographic information, The Veterans Affairs Saint Louis University Mental Status Exam, the Geriatric Depression Scale Short Form, the Social Provisions Scale, and three visual analogue scales to measure sense of belonging and mood. These scales were completed pre-intervention (0 weeks), postintervention (6 weeks), and at 2-month follow up (14 weeks). Qualitative data on social interaction between group members was also collected at weeks 1, 3, and 6. Results did not support the use of the Wii to improve residents’ self-reported levels of depression, social support, sense of belonging, or mood. Social interaction increased over the 6 weeks, as measured by interaction analyses and also residents’ comments. Overall, findings indicate that Wii bowling may be a useful intervention as part of a comprehensive care program to increase social interaction within aged care. Pervasive environmental problems associated with aged care, as well as participant characteristics, may have reduced the effectiveness of the intervention program.
- Description: Master of Applied Science by Research (Psychology)
Negotiating policy - renegotiating practice : Understanding language, literacy and numeracy teachers' professional identities within discursive weather systems
- Authors: Krusche, Julianne
- Date: 2018
- Type: Text , Thesis , PhD
- Full Text:
- Description: This thesis examines the professional identities of teachers in light of Australian vocational educational policy reform since the late 1980s. Although the reform has been national, this study is located within Victoria. It is specifically interested in the professional identities of Language, Literacy and Numeracy (LLN) teachers who work within the Vocational Education and Training sector. This study brings the voices of LLN specialists to the forefront. Poststructural theory, with particular emphasis on the work of Michel Foucault and narrative inquiry, is used to make sense of these voices, collectively known as the ‘voice of practice’. This study treats professional identity as a multiple term encompassing a range of assigned roles and chosen identities; as such, it argues that professional identity should be seen as fluid and dynamic and as something that continues to evolve. The teachers involved in this study actively negotiated various discourses related to the shaping of professional identity. The effects of this were threefold: LLN teachers ascribed to certain identity positions in line with government policy and institute directives; they preserved other identities; and they forged new identities based on opportunism and a resistance to policy discourse. While there has been a decline in the Adult and Community Education voice in policy development, within practice, this study found that teachers have retained a voice through the maintenance and creation of teaching practices that sit outside policy. Further, this study found that although numerous stakeholders invest in the provision of LLN, it is learners who hold a lot of the power; indeed, the needs of learners, feedback from learners and their transformative learning experiences are the primary drivers in teacher motivation and identity. Finally, this study found a misalignment between policy discourse and the voice of practice that requires attention if LLN policies are to be successfully implemented.
- Description: Doctor of Philosophy
- Authors: Krusche, Julianne
- Date: 2018
- Type: Text , Thesis , PhD
- Full Text:
- Description: This thesis examines the professional identities of teachers in light of Australian vocational educational policy reform since the late 1980s. Although the reform has been national, this study is located within Victoria. It is specifically interested in the professional identities of Language, Literacy and Numeracy (LLN) teachers who work within the Vocational Education and Training sector. This study brings the voices of LLN specialists to the forefront. Poststructural theory, with particular emphasis on the work of Michel Foucault and narrative inquiry, is used to make sense of these voices, collectively known as the ‘voice of practice’. This study treats professional identity as a multiple term encompassing a range of assigned roles and chosen identities; as such, it argues that professional identity should be seen as fluid and dynamic and as something that continues to evolve. The teachers involved in this study actively negotiated various discourses related to the shaping of professional identity. The effects of this were threefold: LLN teachers ascribed to certain identity positions in line with government policy and institute directives; they preserved other identities; and they forged new identities based on opportunism and a resistance to policy discourse. While there has been a decline in the Adult and Community Education voice in policy development, within practice, this study found that teachers have retained a voice through the maintenance and creation of teaching practices that sit outside policy. Further, this study found that although numerous stakeholders invest in the provision of LLN, it is learners who hold a lot of the power; indeed, the needs of learners, feedback from learners and their transformative learning experiences are the primary drivers in teacher motivation and identity. Finally, this study found a misalignment between policy discourse and the voice of practice that requires attention if LLN policies are to be successfully implemented.
- Description: Doctor of Philosophy
Video compression using a region-based motion model
- Authors: Baker, Matthew
- Date: 1997
- Type: Text , Thesis , PhD
- Full Text: false
- Description: Doctor of Philosophy
An Australian Rules for radicals? Community activism and genuine empowerment
- Authors: Harrison, Tim
- Date: 2015
- Type: Text , Thesis , PhD
- Full Text:
- Description: This thesis seeks to develop a critical understanding of the impact of a particular Community Renewal project on the residents. The Wendouree West Community Renewal was part of a broader Victorian state government intervention, Neighbourhood Renewal, which worked ‘on’ communities identified as disadvantaged. The study investigated the experiences of key residents, along with those of the author, during the period 2001-2013. The main contention is that Wendouree West Community Renewal project colluded with the welfare sector to impose a hegemonic and alien set of understandings on the community. This study is passionate; it takes a stance that is unashamedly political, ideological and partisan. Its key premise is that government interventions of this kind are damaging to communities like the one investigated. The Wendouree West experience promoted a three-fold residualisation: at the level of a ‘breaking down’ of local economies; an undermining of formal and informal education at a community level; and a manipulation of understandings of place, belonging and community that resulted in the imposition of a fake ’aspirational community’ in Wendouree West. The impact of this three-fold residualisation was a deep stigmatisation of Wendouree West as a ‘non-place’ (Auge, 2008), enabling its ultimate ghettoisation, both within the broader context of the regional city of which Wendouree West forms a small part, and within the understandings of residents themselves. This thesis represents struggle at a number of levels: the struggle of the residents to push back against a hegemonic intervention; the struggle of a scholar to make sense of his own role within the action; and the struggle of how to represent the residents’ stories in ways that are powerful and ‘truthful’ within the context of a PhD thesis. ii The ‘critical hope’ of this work is that the residents are able to push back against this program through acts of resistance and that community organising, in the style of the American radical Saul Alinsky, may represent a possible longer term means for empowerment and self-determination.
- Description: Doctor of Philosophy
- Authors: Harrison, Tim
- Date: 2015
- Type: Text , Thesis , PhD
- Full Text:
- Description: This thesis seeks to develop a critical understanding of the impact of a particular Community Renewal project on the residents. The Wendouree West Community Renewal was part of a broader Victorian state government intervention, Neighbourhood Renewal, which worked ‘on’ communities identified as disadvantaged. The study investigated the experiences of key residents, along with those of the author, during the period 2001-2013. The main contention is that Wendouree West Community Renewal project colluded with the welfare sector to impose a hegemonic and alien set of understandings on the community. This study is passionate; it takes a stance that is unashamedly political, ideological and partisan. Its key premise is that government interventions of this kind are damaging to communities like the one investigated. The Wendouree West experience promoted a three-fold residualisation: at the level of a ‘breaking down’ of local economies; an undermining of formal and informal education at a community level; and a manipulation of understandings of place, belonging and community that resulted in the imposition of a fake ’aspirational community’ in Wendouree West. The impact of this three-fold residualisation was a deep stigmatisation of Wendouree West as a ‘non-place’ (Auge, 2008), enabling its ultimate ghettoisation, both within the broader context of the regional city of which Wendouree West forms a small part, and within the understandings of residents themselves. This thesis represents struggle at a number of levels: the struggle of the residents to push back against a hegemonic intervention; the struggle of a scholar to make sense of his own role within the action; and the struggle of how to represent the residents’ stories in ways that are powerful and ‘truthful’ within the context of a PhD thesis. ii The ‘critical hope’ of this work is that the residents are able to push back against this program through acts of resistance and that community organising, in the style of the American radical Saul Alinsky, may represent a possible longer term means for empowerment and self-determination.
- Description: Doctor of Philosophy
Ballarat International Fotobiennale 2015 Core Program
- Authors: Harris, Sam
- Date: 2015
- Type: Text
- Full Text: false
- Description: Federation University Australia hosts an exhibition by Sam Harris as part of the Ballarat International Fotobiennale 2015 Core Program at the Post Office Gallery, 22nd August - 20th September 2015. Image: Sam Harris Uma with Cheepy, 2015 (from the book ‘The Middle of Somewhere’, 2015) photograph Courtesy the artist.
- Authors: Harris, Sam
- Date: 2015
- Type: Text
- Full Text: false
- Description: Federation University Australia hosts an exhibition by Sam Harris as part of the Ballarat International Fotobiennale 2015 Core Program at the Post Office Gallery, 22nd August - 20th September 2015. Image: Sam Harris Uma with Cheepy, 2015 (from the book ‘The Middle of Somewhere’, 2015) photograph Courtesy the artist.
The effect of dc cardioversion on anaerobic threshold
- Authors: Kelson, Noel
- Date: 2001
- Type: Text , Thesis , Masters
- Full Text: false
- Description: "The purpose of this study was to evaluate the effect of cardioversion atrial fibrillation on exercise performance as measured by the level of anaerobic threshold."
- Description: Master of Applied Science
- Authors: Stapleton, Craig
- Date: 2005
- Type: Text , Thesis , PhD
- Full Text: false
- Description: Doctor of Psychology
Motion picture production : A micro-budget model
- Authors: Owen, Richard
- Date: 2016
- Type: Text , Thesis , PhD
- Full Text:
- Description: The film industry plays an important cultural and economic role in Australia. However, the film industry in Australia has struggled for many years under a subsidy-driven government intervention process that creates a high degree of dependence on a subsidy-centric model. Motion picture production costs worldwide have risen dramatically over the last decade with Hollywood production budgets commonly exceeding $100 million. Australia as a nation has a proven capability to produce respectable motion pictures at varying production budgets, although this capacity has become entrenched with taxpayers’ money. Historically, subsidy-driven industries in Australia trend towards collapse due primarily to cyclical fiscal deficits and changing funding imperatives at the Commonwealth level. As a PhD by exegesis, the focus of this research was to create, as well as evaluate, a new model of film production that would not be dependent on subsidies. This study evaluated a number of factors that were relevant to establishing a viable micro-budget model. Micro-budget films have received little research attention, with the focus being on major films. This research examined an alternative model, through the creation of a feature-length micro-budget film, called Stakes, and assessed it across a range of criterion to determine whether Australia’s film industry could be strengthened and potentially become self-sufficient. The resulting motion picture premièred in Australian cinemas on October 29th 2015. The justification, methods and results are discussed in detail throughout this exegesis providing strong evidence in favour of the viability for a micro-budget segment in the Australian film industry. Such a model could reduce the risk of Australia’s film industry collapsing if subsidies are reduced or abolished. Thus, this research has significant implications for Australia’s film industry and also contributes strongly to scholarship through providing crucial information on micro-budget films.
- Description: Doctor of Philosophy
- Authors: Owen, Richard
- Date: 2016
- Type: Text , Thesis , PhD
- Full Text:
- Description: The film industry plays an important cultural and economic role in Australia. However, the film industry in Australia has struggled for many years under a subsidy-driven government intervention process that creates a high degree of dependence on a subsidy-centric model. Motion picture production costs worldwide have risen dramatically over the last decade with Hollywood production budgets commonly exceeding $100 million. Australia as a nation has a proven capability to produce respectable motion pictures at varying production budgets, although this capacity has become entrenched with taxpayers’ money. Historically, subsidy-driven industries in Australia trend towards collapse due primarily to cyclical fiscal deficits and changing funding imperatives at the Commonwealth level. As a PhD by exegesis, the focus of this research was to create, as well as evaluate, a new model of film production that would not be dependent on subsidies. This study evaluated a number of factors that were relevant to establishing a viable micro-budget model. Micro-budget films have received little research attention, with the focus being on major films. This research examined an alternative model, through the creation of a feature-length micro-budget film, called Stakes, and assessed it across a range of criterion to determine whether Australia’s film industry could be strengthened and potentially become self-sufficient. The resulting motion picture premièred in Australian cinemas on October 29th 2015. The justification, methods and results are discussed in detail throughout this exegesis providing strong evidence in favour of the viability for a micro-budget segment in the Australian film industry. Such a model could reduce the risk of Australia’s film industry collapsing if subsidies are reduced or abolished. Thus, this research has significant implications for Australia’s film industry and also contributes strongly to scholarship through providing crucial information on micro-budget films.
- Description: Doctor of Philosophy
Canonical Duality Theory for Global Optimization problems and applications
- Chen, Yi
- Authors: Chen, Yi
- Date: 2015
- Type: Text , Thesis , PhD
- Full Text:
- Description: The canonical duality theory is studied, through a discussion on a general global optimization problem and applications on fundamentally important problems. This general problem is a formulation of the minimization problem with inequality constraints, where the objective function and constraints are any convex or nonconvex functions satisfying certain decomposition conditions. It covers convex problems, mixed integer programming problems and many other nonlinear programming problems. The three main parts of the canonical duality theory are canonical dual transformation, complementary-dual principle and triality theory. The complementary-dual principle is further developed, which conventionally states that each critical point of the canonical dual problem is corresponding to a KKT point of the primal problem with their sharing the same function value. The new result emphasizes that there exists a one-to-one correspondence between KKT points of the dual problem and of the primal problem and each pair of the corresponding KKT points share the same function value, which implies that there is truly no duality gap between the canonical dual problem and the primal problem. The triality theory reveals insightful information about global and local solutions. It is shown that as long as the global optimality condition holds true, the primal problem is equivalent to a convex problem in the dual space, which can be solved efficiently by existing convex methods; even if the condition does not hold, the convex problem still provides a lower bound that is at least as good as that by the Lagrangian relaxation method. It is also shown that through examining the canonical dual problem, the hidden convexity of the primal problem is easily observable. The canonical duality theory is then applied to dealing with three fundamentally important problems. The first one is the spherically constrained quadratic problem, also referred to as the trust region subproblem. The canonical dual problem is onedimensional and it is proved that the primal problem, no matter with convex or nonconvex objective function, is equivalent to a convex problem in the dual space. Moreover, conditions are found which comprise the boundary that separates instances into “hard case” and “easy case”. A canonical primal-dual algorithm is developed, which is able to efficiently solve the problem, including the “hard case”, and can be used as a unified method for similar problems. The second one is the binary quadratic problem, a fundamental problem in discrete optimization. The discussion is focused on lower bounds and analytically solvable cases, which are obtained by analyzing the canonical dual problem with perturbation techniques. The third one is a general nonconvex problem with log-sum-exp functions and quartic polynomials. It arises widely in engineering science and it can be used to approximate nonsmooth optimization problems. The work shows that problems can still be efficiently solved, via the canonical duality approach, even if they are nonconvex and nonsmooth.
- Description: Doctor of Philosophy
- Authors: Chen, Yi
- Date: 2015
- Type: Text , Thesis , PhD
- Full Text:
- Description: The canonical duality theory is studied, through a discussion on a general global optimization problem and applications on fundamentally important problems. This general problem is a formulation of the minimization problem with inequality constraints, where the objective function and constraints are any convex or nonconvex functions satisfying certain decomposition conditions. It covers convex problems, mixed integer programming problems and many other nonlinear programming problems. The three main parts of the canonical duality theory are canonical dual transformation, complementary-dual principle and triality theory. The complementary-dual principle is further developed, which conventionally states that each critical point of the canonical dual problem is corresponding to a KKT point of the primal problem with their sharing the same function value. The new result emphasizes that there exists a one-to-one correspondence between KKT points of the dual problem and of the primal problem and each pair of the corresponding KKT points share the same function value, which implies that there is truly no duality gap between the canonical dual problem and the primal problem. The triality theory reveals insightful information about global and local solutions. It is shown that as long as the global optimality condition holds true, the primal problem is equivalent to a convex problem in the dual space, which can be solved efficiently by existing convex methods; even if the condition does not hold, the convex problem still provides a lower bound that is at least as good as that by the Lagrangian relaxation method. It is also shown that through examining the canonical dual problem, the hidden convexity of the primal problem is easily observable. The canonical duality theory is then applied to dealing with three fundamentally important problems. The first one is the spherically constrained quadratic problem, also referred to as the trust region subproblem. The canonical dual problem is onedimensional and it is proved that the primal problem, no matter with convex or nonconvex objective function, is equivalent to a convex problem in the dual space. Moreover, conditions are found which comprise the boundary that separates instances into “hard case” and “easy case”. A canonical primal-dual algorithm is developed, which is able to efficiently solve the problem, including the “hard case”, and can be used as a unified method for similar problems. The second one is the binary quadratic problem, a fundamental problem in discrete optimization. The discussion is focused on lower bounds and analytically solvable cases, which are obtained by analyzing the canonical dual problem with perturbation techniques. The third one is a general nonconvex problem with log-sum-exp functions and quartic polynomials. It arises widely in engineering science and it can be used to approximate nonsmooth optimization problems. The work shows that problems can still be efficiently solved, via the canonical duality approach, even if they are nonconvex and nonsmooth.
- Description: Doctor of Philosophy
Temporal and environmental influences on seed protein accumulation in soybean seeds
- Authors: Sykes, Geoffrey
- Date: 1991
- Type: Text , Thesis , Masters
- Full Text: false
- Description: Masters Degree of Applied Science
Development and evaluation of optimization based data mining techniques analysis of brain data
- Authors: Zarei, Mahdi
- Date: 2015
- Type: Text , Thesis , PhD
- Full Text:
- Description: Neuroscience is an interdisciplinary science which deals with the study of structure and function of the brain and nervous system. Neuroscience encompasses disciplines such as computer science, mathematics, engineering, and linguistics. The structure of the healthy brain and representation of information by neural activity are among most challenging problems in neuroscience. Neuroscience is experiencing exponentially growing volumes of data obtained by using different technologies. The investigation of such data has tremendous impact on developing new and improving existing models of both healthy and diseased brains. Various techniques have been used for collecting brain data sets for addressing neuroscience problems. These data sets can be categorized into two main groups: resting-state and state-dependent data sets. Resting-state data is based on recording the brain activity when a subject does not think about any specific concept while state-dependent data is based on recording brain activity related to specific tasks. In general, brain data sets contain a large number of features (e.g. tens of thousands) and significantly fewer samples (e.g. several hundred). Such data sets are sparse and noisy. In addition to these problems, brain data sets have a few number of subjects. Brains are very complex systems and data about any brain activity reflects very complex relationship between neurons as well as different parts of the brain. Such relationships are highly nonlinear and general purpose data mining algorithms are not always efficient for their study. The development of machine learning techniques for brain data sets is an emerging research area in neuroscience. Over the last decade, various machine learning techniques have been developed for application to brain data sets. In the meantime, some well-known algorithms such as feature selection and supervised classification have been modified for analysis of brain data sets. Support vector machines, logistic regression, and Gaussian Naive Bayes classifiers are widely used for application to brain data sets. However, Support vector machines and logistic regression algorithms are not efficient for sparse and noisy data sets and Gaussian Naive Bayes classifiers do not give high accuracy. The aim of this study is to develop new and modify the existing data mining algorithms for the analysis brain data sets. Our contribution in this thesis can be listed as follow: 1. Development of new algorithms: 1.1. Development of new voxel (feature) selection algorithms for Functional magnetic resonance imaging (fMRI) data sets, and evaluation of these algorithms on the Haxby and Science 2008 data sets. 1.2. Development of new feature selection algorithm based on the catastrophe model for regression analysis problems. 2. Development and evaluation of different versions of the adaptive neuro-fuzzy model for the analysis of the spike-discharge as a function of other neuronal parameters. 3. Development and evaluation of the modified global k-means clustering algorithm for investigation of the structure of the healthy brain. 4. Development and evaluation of region of interest (ROI) method for analysis of brain functionalconnectivity in healthy subjects and schizophrenia patients.
- Description: Doctor of Philosophy
- Authors: Zarei, Mahdi
- Date: 2015
- Type: Text , Thesis , PhD
- Full Text:
- Description: Neuroscience is an interdisciplinary science which deals with the study of structure and function of the brain and nervous system. Neuroscience encompasses disciplines such as computer science, mathematics, engineering, and linguistics. The structure of the healthy brain and representation of information by neural activity are among most challenging problems in neuroscience. Neuroscience is experiencing exponentially growing volumes of data obtained by using different technologies. The investigation of such data has tremendous impact on developing new and improving existing models of both healthy and diseased brains. Various techniques have been used for collecting brain data sets for addressing neuroscience problems. These data sets can be categorized into two main groups: resting-state and state-dependent data sets. Resting-state data is based on recording the brain activity when a subject does not think about any specific concept while state-dependent data is based on recording brain activity related to specific tasks. In general, brain data sets contain a large number of features (e.g. tens of thousands) and significantly fewer samples (e.g. several hundred). Such data sets are sparse and noisy. In addition to these problems, brain data sets have a few number of subjects. Brains are very complex systems and data about any brain activity reflects very complex relationship between neurons as well as different parts of the brain. Such relationships are highly nonlinear and general purpose data mining algorithms are not always efficient for their study. The development of machine learning techniques for brain data sets is an emerging research area in neuroscience. Over the last decade, various machine learning techniques have been developed for application to brain data sets. In the meantime, some well-known algorithms such as feature selection and supervised classification have been modified for analysis of brain data sets. Support vector machines, logistic regression, and Gaussian Naive Bayes classifiers are widely used for application to brain data sets. However, Support vector machines and logistic regression algorithms are not efficient for sparse and noisy data sets and Gaussian Naive Bayes classifiers do not give high accuracy. The aim of this study is to develop new and modify the existing data mining algorithms for the analysis brain data sets. Our contribution in this thesis can be listed as follow: 1. Development of new algorithms: 1.1. Development of new voxel (feature) selection algorithms for Functional magnetic resonance imaging (fMRI) data sets, and evaluation of these algorithms on the Haxby and Science 2008 data sets. 1.2. Development of new feature selection algorithm based on the catastrophe model for regression analysis problems. 2. Development and evaluation of different versions of the adaptive neuro-fuzzy model for the analysis of the spike-discharge as a function of other neuronal parameters. 3. Development and evaluation of the modified global k-means clustering algorithm for investigation of the structure of the healthy brain. 4. Development and evaluation of region of interest (ROI) method for analysis of brain functionalconnectivity in healthy subjects and schizophrenia patients.
- Description: Doctor of Philosophy
Your stories, my stories, our stories : Power/knowledge relations and Koorie perspectives in discourses of Australian History Education
- Authors: Weuffen, Sara
- Date: 2017
- Type: Text , Thesis , PhD
- Full Text:
- Description: Over the past decade, popularised notions and approaches to the teaching and learning of Australia’s history have been overwhelmingly researched and written by non-Indigenous academics. This research challenges dominant non-Indigenous curriculum and research agendas by exploring how, why, and to what degree Koorie, and by extension Aboriginal and Torres Strait Islander perspectives, are taken up for the development and implementation of school-based curriculum aligned to the Year Nine Australian Curriculum: History. The research is guided by Michel Foucault’s poststructural theory to examine a range of discourses identified by year nine history teachers and three Koorie Elders in Ballarat and Greater Shepparton. It is supplemented through Martin Nakata’s ground breaking work on Indigenous Standpoint Theory to acknowledge and highlight the cross-cultural/racial power/knowledge relations of peoples who are involved in the research. It is a timely response to the 2013 mandatory implementation of the Australian Curriculum: History in Victorian state schools. The research builds upon academic research (see Clark, 2006; Harrison & Greenfield, 2011; Mackinlay & Barney, 2011; 2014b) about how teachers may engage critically with Aboriginal and Torres Strait Islander specific content. It contributes significantly to a field of research that has not received much attention over the past eleven years. The research is a striking contribution to understandings of Australian cross-cultural/racial research and education practices. It argues that teachers are not necessarily insensitive to cross-cultural/racial relations operating in Australia; rather, that more rigorous and comprehensive teacher education programs are required for the integration of Koorie perspectives on Australian history. The research clearly demonstrates that stories from local Koorie communities offers up a wealth of knowledge that may be drawn upon to reform curriculum agendas towards shared-history understandings of Australia’s history. Ultimately, it advocates for a more nuanced and mature conversation about contemporary cross-cultural/racial education practices in Australia.
- Description: Doctor of Philosophy
- Authors: Weuffen, Sara
- Date: 2017
- Type: Text , Thesis , PhD
- Full Text:
- Description: Over the past decade, popularised notions and approaches to the teaching and learning of Australia’s history have been overwhelmingly researched and written by non-Indigenous academics. This research challenges dominant non-Indigenous curriculum and research agendas by exploring how, why, and to what degree Koorie, and by extension Aboriginal and Torres Strait Islander perspectives, are taken up for the development and implementation of school-based curriculum aligned to the Year Nine Australian Curriculum: History. The research is guided by Michel Foucault’s poststructural theory to examine a range of discourses identified by year nine history teachers and three Koorie Elders in Ballarat and Greater Shepparton. It is supplemented through Martin Nakata’s ground breaking work on Indigenous Standpoint Theory to acknowledge and highlight the cross-cultural/racial power/knowledge relations of peoples who are involved in the research. It is a timely response to the 2013 mandatory implementation of the Australian Curriculum: History in Victorian state schools. The research builds upon academic research (see Clark, 2006; Harrison & Greenfield, 2011; Mackinlay & Barney, 2011; 2014b) about how teachers may engage critically with Aboriginal and Torres Strait Islander specific content. It contributes significantly to a field of research that has not received much attention over the past eleven years. The research is a striking contribution to understandings of Australian cross-cultural/racial research and education practices. It argues that teachers are not necessarily insensitive to cross-cultural/racial relations operating in Australia; rather, that more rigorous and comprehensive teacher education programs are required for the integration of Koorie perspectives on Australian history. The research clearly demonstrates that stories from local Koorie communities offers up a wealth of knowledge that may be drawn upon to reform curriculum agendas towards shared-history understandings of Australia’s history. Ultimately, it advocates for a more nuanced and mature conversation about contemporary cross-cultural/racial education practices in Australia.
- Description: Doctor of Philosophy