A computing perspective on scientific chinese trinity
- Authors: Sun, Zhaohao , Wang, Paul
- Date: 2013
- Type: Text , Journal article
- Relation: New Mathematics and Natural Computation Vol. 9, no. 2 (2013), p. 129-152
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- Description: The unprecedented and rapid development of the Chinese economy has been vividly displayed in front of the whole world to see. The attention has been particularly acute for the academic community and career politician alike. Ironically, this rapid economic miracle of China has been built on an unsound and often even questionable foundation of Chinese words, language and culture, of which we call them "Chinese trinity". This paper deals with the Chinese trinity from a computing science perspective. This paper argues the reform in scientific Chinese trinity with an emphasis of the word "scientific" ought to play a key role for further Chinese economic development and to launch a much improved contemporary Chinese society on a solid foundation. In addition, this paper proposes specifically ten computing paradigms and examines critically their potential impacts on scientific Chinese trinity. Finally, we feel the very focused approaches as proposed here might inspire as well as provide a much needed road map toward the goal of the scientific Chinese trinity. Judiciously chosen vigorous research projects appear to be indispensable. The unfortunate well known and long overdue reform has finally been rescued by the pressure of the information revolution coming of age. © 2013 World Scientific Publishing Company.
- Description: 2003011223
A demand driven web service lifecycle
- Authors: Sun, Zhaohao , Dong, Dong , Han, Jun
- Date: 2009
- Type: Text , Conference paper
- Relation: Paper presented at 2009 International Conference on New Trends in Information and Service Science, NISS 2009, Beijing, China : 30th June - 2nd July 2009 p. 8-14
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- Description: Web service lifecycle is a fundamental topic for web services and service computing. This article will examine web service lifecycle and propose a demand-driven model for web service lifecycle taking into account the demand of the main parties in web services. The proposed approach will facilitate the research and development of web services, e-services, service intelligence and service computing. © 2009 IEEE.
A fuzzy logic approach to experience based
- Authors: Sun, Zhaohao , Finnie, Gavin
- Date: 2007
- Type: Text , Journal article
- Relation: International Journal of Intelligent Systems Vol. 22, no. 8 (2007), p. 867-889
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- Description: International Journal of Intelligent Systems archive Volume 22 Issue 8, August 2007 John Wiley & Sons, Inc. New York, NY, USA table of contents doi>10.1002/int.v22:8
A fuzzy logic model for scalable trust in e-commerce
- Authors: Sun, Zhaohao , Guo, Xifeng , Zaoh, Sh
- Date: 2008
- Type: Text , Conference paper
- Relation: The 8th IFIP Conference on e-Business, e-Services, and e-Society p. 87-97
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- Description: With the rapid development of e-commerce and the expansion of e-commerce system scale, scalable trust in e-commerce becomes critical. This article examines scalable trust of multiagent e-commerce system (MECS) and proposes a fuzzy model for scalable trust in e-commerce. It also discusses the realization of scalable trust from the viewpoint of engineering. The proposed approach will facilitate research and development of trust, multiagent systems, e-commerce and e-services
A logical approach to experience-based reasoning
- Authors: Sun, Zhaohao
- Date: 2017
- Type: Text , Journal article , Review
- Relation: New Mathematics and Natural Computation Vol. 13, no. 1 (2017), p. 21-40
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- Description: Experience-based reasoning (EBR) is a paradigm used in almost every human activity as a part of human reasoning. However, EBR has not been seriously studied from a logical viewpoint. This paper will attempt to fill this gap by providing a unified logical approach to EBR. More specifically, this paper first examines EBR and inference rules. Then it proposes eight different rules of inference for EBR, which cover all possible EBRs from a logical viewpoint. These eight different rules of inference constitute the fundamentals for all EBR paradigms, and therefore will be the theoretical foundation for EBR. The proposed approach will facilitate research and development of EBR, human reasoning, and common sense reasoning. © 2017 World Scientific Publishing Company.
A mathematical foundation of big data
- Authors: Sun, Zhaohao , Wang, Paul
- Date: 2017
- Type: Text , Journal article
- Relation: New Mathematics and Natural Computation Vol. 13, no. 2 (2017), p. 83-99
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- Description: The recent research evolution on big data has brought exciting aspiration to mathematicians, computer scientists and business professionals alike. However, the lack of a sound mathematical foundation presents itself as a real challenge amidst the swarm of big data marketing activities. This paper intends to propose a possible mathematical theory as a foundation for big data research. Specifically, we propose the concept of the adjective "big" as a mathematical operator, furthermore, the concept of so-called "big" logically and naturally fits the concept of being "linguistics variable" as per fuzzy logic research community for decades. The consequence of adopting such a mathematical modeling can be profoundly considered as an abstraction of the technologies, systems, tools for data management and processing that transforms data into big data. In addition, the concept of infinity of the big data is based on the theory of calculus and the set theory. Furthermore, the concept of relativity of the big data, as we find out, is based on the operations of the fuzzy subsets theory. The proposed approach in this paper, we hope, can facilitate and open up more opportunities for big data research and developments on big data analytics, business analytics, big data intelligence, big data computing as well as big data science. © 2017 World Scientific Publishing Company.
A novel multichannel cognitive radio network with throughput analysis at saturation load
- Authors: Dong, Dong , Han, Jun , Sun, Zhaohao
- Date: 2011
- Type: Text , Book
- Full Text: false
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A personalized composition of web-services based on CBR and multi-agents
- Authors: Weiwei, Zhao , Dong, Dong , Kun, Wang , Sun, Zhaohao
- Date: 2012
- Type: Text , Journal article
- Relation: Computer applications and software Vol. 29, no. 1 (2012), p. 145-149
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- Description: Customer satsifaction is one of the important indicators to measure web service composition. To overcome the shortage of customer satisfaction in web services composition, the article proposed a personalized web service composition algorithm based on CBR and multi-agents. Founded on the definition of web services customer satisafction attributes, an attribute preference weight vector solving model is built. Moreover, by searching for service combination optimal solution through multi-objective planning, the personalization of web service combination is realized. A protoype system has demonstrated its feasability.
A process-oriented framework for regulating artificial intelligence systems
- Authors: Stranieri, Andrew , Sun, Zhaohao
- Date: 2022
- Type: Text , Book chapter
- Relation: Handbook of Research on Foundations and Applications of Intelligent Business Analytics p. 96-112
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- Description: Intelligent business analytics is an emerging technology that has become a mainstream market adopted broadly across industries, organizations, and geographic regions. Intelligent business analytics is a current focus for research and development across academia and industries and must be examined and considered thoroughly so businesses can apply the technology appropriately. The Handbook of Research on Foundations and Applications of Intelligent Business Analytics examines the technologies and applications of intelligent business analytics and discusses the foundations of intelligent analytics such as intelligent mining, intelligent statistical modeling, and machine learning. Covering topics such as augmented analytics and artificial intelligence systems, this major reference work is ideal for scholars, engineers, professors, practitioners, researchers, industry professionals, academicians, and students. Intelligent business analytics is an emerging technology that has become a mainstream market adopted broadly across industries, organizations, and geographic regions. Intelligent business analytics is a current focus for research and development across academia and industries and must be examined and considered thoroughly so businesses can apply the technology appropriately. The Handbook of Research on Foundations and Applications of Intelligent Business Analytics examines the technologies and applications of intelligent business analytics and discusses the foundations of intelligent analytics such as intelligent mining, intelligent statistical modeling, and machine learning. Covering topics such as augmented analytics and artificial intelligence systems, this major reference work is ideal for scholars, engineers, professors, practitioners, researchers, industry professionals, academicians, and students.
A strategic model of trust management in web services
- Authors: Sun, Junqing , Sun, Zhaohao , Li, Yuanzhe , Zhao, Shuliang
- Date: 2010
- Type: Text , Conference paper
- Full Text: false
- Description: This article examines trust and trust management in web services and proposes a multiagent model of trust relationship in web services. It lloks the heirarchial structure of trust managment in web services and proposes a strategic model of trust management in web services. The proposed approach in this article will facilitate research and development of trust management in e-commerce, webs services and social networking.
A strategic perspective on management intelligent systems
- Authors: Sun, Zhaohao , Firmin, Sally
- Date: 2012
- Type: Text , Book chapter
- Relation: Management Intelligent Systems : First International Symposium p. 3-14
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- Description: Management intelligent systems (MIS) is a new paradigm integrating management with intelligent systems. What are the core components of MIS? What are intelligent systems for management? How can management integrate with intelligent systems? All these questions remain open in an MIS context. This article addresses these issues by examining MIS from a strategic perspective. More specifically, this article first examines management in information systems, management for intelligent systems and intelligent systems for management. Then this article provides a strategic model for MIS encompassing core components of MIS, through integrating main management functions with intelligent systems taking into account decision making of managers in organizations. The approach proposed in this article will facilitate the research and development of MIS, management and intelligent systems and information systems. © 2012 Springer-Verlag.
A technique for ranking friendship closeness in social networking services
- Authors: Sun, Zhaohao , Yearwood, John , Firmin, Sally
- Date: 2013
- Type: Text , Conference paper
- Relation: 24th Australasian Conference on Information Systems (ACIS) p. 1-9
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- Description: The concept of friend and friendship are critical to both theoretical and empirical studies of social relations, social media and social networks. Measuring the closeness among friends is a big issue for developing online social networking services (SNS) such as Facebook. This paper will address this issue by proposing a technique for ranking friendship closeness in SNS. The technique consists of an algorithm for ranking need-driven friendship closeness and an algorithm for behaviour-based friendship closeness in online social networking sites. The former is based on Maslow’s hierarchy of needs, while the latter is based on behaviours of users on Facebook and TOPSIS. Examples provided illustrate the viability of the proposed algorithms. The research in this paper shows that ranking friendship closeness will facilitate understanding of needs and behaviours of friends and of friendships in SNS. The proposed approach will facilitate research and development of social media, social commerce, social networks, and SN
A theoretical foundation of demand driven web services
- Authors: Sun, Zhaohao , Yearwood, John
- Date: 2014
- Type: Text , Book chapter
- Relation: Demand-driven web services p. 1-32
- Full Text: false
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- Description: Web services are playing a pivotal role in business, management, governance, and society with the dramatic development of the Internet and the Web. However, many fundamental issues are still ignored to some extent. For example, what is the unified perspective to the state-of-the-art of Web services? What is the foundation of Demand-Driven Web Services (DDWS)? This chapter addresses these fundamental issues by examining the state-of-the-art of Web services and proposing a theoretical and technological foundation for demand-driven Web services with applications. This chapter also presents an extended Service-Oriented Architecture (SOA), eSMACS SOA, and examines main players in this architecture. This chapter then classifies DDWS as government DDWS, organizational DDWS, enterprise DDWS, customer DDWS, and citizen DDWS, and looks at the corresponding Web services. Finally, this chapter examines the theoretical, technical foundations for DDWS with applications. The proposed approaches will facilitate research and development of Web services, mobile services, cloud services, and social services.
A unified CBR approach for web services discovery, composition and recommendation
- Authors: Sun, Zhaohao , Han, Jun , Ma, Dianfu
- Date: 2009
- Type: Text , Conference paper
- Relation: Paper presenred at International Conference on Machine Learning and Computing, IACSIT ICMLC 2009, Mercure Perth Hotel, Perth, Western Australia : 10th-12th, July 2009
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- Description: 2003007903
A unified logical model for CBR-based
- Authors: Sun, Zhaohao , Finnie, Gavin
- Date: 2005
- Type: Text , Journal article
- Relation: International Journal of Intelligent Systems. Vol. 20, no. 1 (2005), p. 29-46
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Abductive case based reasoning
- Authors: Sun, Zhaohao , Finnie, Gavin , Weber, Klaus
- Date: 2005
- Type: Text , Journal article
- Relation: International Journal of Intelligent Systems Vol. 20, no. 9 (2005), p. 957-983
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- Description: This article introduces abductive case-based reasoning (CBR) and attempts to show that abductive CBR and deductive CBR can be integrated in clinical process and problem solving. Then it provides a unified formalization for integration of abduction, abductive CBR, deduction, and deductive CBR. This article also investigates abductive case retrieval and deductive case retrieval using similarity relations, fuzzy similarity relations, and similarity metrics. The proposed approach demonstrates that the integration of deductive CBR and abductive CBR is of practical significance in problem solving such as system diagnosis and analysis, and will facilitate research of abductive
An intelligent weighted clustering algorithm (IWCA) for Ad Hoc
- Authors: Guo, Xifeng , Zhao, Xiqing , Ren, Changming , Sun, Zhaohao
- Date: 2009
- Type: Text , Conference paper
- Relation: 2009 WRI World Congress on Software Engineering
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- Description: Intelligent management to the large scale Ad Hoc network has already become a kind of trend, and the clustering algorithm is the key. This article examines formula factors and their mutual relations of EWCA algorithm weights. After considering complex external environment of nodes, digging factors of network, it proposes an algorithn that calculates, sets and adjusts these weights by comparing weights, efficent-weights and expecting-weights, so as to fit for all kinds of application environment. The algorithm does not only guarantee the rational and effective weights, but also run in a human friendly manner.
- Description: E1
Analytics service oriented architecture for enterprise information systems
- Authors: Sun, Zhaohao , Strang, Kenneth , Yearwood, John
- Date: 2014
- Type: Text , Conference paper
- Relation: 16th International Conference on Information Integration and Web-based Applications & Services
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- Description: Big data analytics and business analytics are disruptive technology and innovative solution for enterprise development. However, what is the relationship between big data analytics and business analytics? What is the relationship between business analytics and enterprise information systems (EIS)? How can business analytics enhance the development of EIS? These are still big issues for EIS development. This paper addresses these three issues by proposing an ontology of business analytics, presenting an analytics service-oriented architecture (ASOA) and applying ASOA to EIS, where our surveyed data analysis showed that the proposed ASOA can enhance to develop EIS. This paper also discusses the interrelationship between data analysis and business analytics, and between data analytics and big data analytics. The proposed approaches in this paper will facilitate research and development of EIS, business analytics, big data analytics, and business intelligence.
Business analytics-based enterprise information systems
- Authors: Sun, Zhaohao , Strang, Kenneth , Firmin, Sally
- Date: 2017
- Type: Text , Journal article
- Relation: Journal of Computer Information Systems Vol. 57, no. 2 (2017), p. 169-178
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- Description: Big data analytics and business analytics are a disruptive technology and innovative solution for enterprise development. However, what is the relationship between business analytics, big data analytics, and enterprise information systems (EIS)? How can business analytics enhance the development of EIS? How can analytics be incorporated into EIS? These are still big issues. This article addresses these three issues by proposing ontology of business analytics, presenting an analytics service-oriented architecture (ASOA) and applying ASOA to EIS, where our surveyed data analysis showed that the proposed ASOA is viable for developing EIS. This article then examines incorporation of business analytics into EIS through proposing a model for business analytics service-based EIS, or ASEIS for short. The proposed approach in this article might facilitate the research and development of EIS, business analytics, big data analytics, and business intelligence.
C6 : A holistic model for decision making in web services
- Authors: Sun, Zhaohao , Meredith, Grant , Jia, Long
- Date: 2009
- Type: Text , Conference paper
- Relation: Paper presented at 20th Australasian Conference on Information Systems, Monash University, Melbourne, Victoria : 2nd-4th Dec 2009 p. 904-914
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- Description: Web services are playing a pivotal role in e-business, service intelligence, service science and information systems. This article will examine how the main players make decisions for activities in web service lifecycle (WSLC) and propose a holistic model for decision making in web services. More specifically, this article first examines main players in web services. It also reviews the existing web service lifecycles and proposes a demand-driven web service lifecycle for web service requesters. It will then examine six driving factors for web services, look at their interrelationships and propose a holistic model for decision making in web services, C6, which consists of six Cs: communication, competition, coordination, collaboration, cooperation and control, taking into account the main players in web services and web service lifecycle (WSLC). The proposed approach will facilitate research and development of web services, e-services, service intelligence, service science and service computing.
- Description: 2003007874