Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Wizard of Oz experiment wikipedia , lookup
Human–computer interaction wikipedia , lookup
History of artificial intelligence wikipedia , lookup
Expert system wikipedia , lookup
Embodied cognitive science wikipedia , lookup
Incomplete Nature wikipedia , lookup
Ecological interface design wikipedia , lookup
Type-2 fuzzy sets and systems wikipedia , lookup
Fuzzy concept wikipedia , lookup
A Tutorial on Cognitive Network Process for Business Applications: Comparisons with Analytic Hierarchy Process 认知网络的商业应用指南以及与层次分析法的比较研究 Kevin Kam Fung Yuen, PhD Department of Computer Science and Software Engineering, Xi'an Jiaotong-Liverpool University, Suzhou Industrial Park, Suzhou, Jiangsu Province, China. Email: [email protected] Analytic Hierarchy Process (AHP) is increasingly applied to many applications. Knowledge representation of pairwise reciprocal matrix used in AHP, however, is still open to discuss. This talk discusses the basic concepts and usages of AHP with its limitations. This talk presents the notion of Primitive Cognitive Network Process (P-CNP), which revises the AHP approach with practical changes. Some AHP applications revised by CNP are demonstrated with a step-by-step demonstration. Comparisons with AHP are discussed. The proposed method as the better alternative of AHP could be a promising decision tool using in various business areas such as logistics decision, portfolio management, product concept selection, supplier evaluation, human resource management, and project management. Selected References: 1. Yuen K.K.F. (2014), “Fuzzy Cognitive Network Process: Comparison with Fuzzy Analytic Hierarchy Process in New Product Development Strategy”, IEEE Transactions on Fuzzy Systems, doi: 10.1109/TFUZZ.2013.2269150. 2. Yuen K.K.F. (2014), “A Hybrid Fuzzy Quality Function Deployment Framework using Cognitive Network Process and Aggregative Grading Clustering: An Application to Cloud Software Application Development”, Neurocomputing, 10.1016/j.neucom.2014.03.045. 3. Yuen K.K.F. (2014), “The primitive cognitive network process in medical decision making: Comparisons with the Analytic Hierarchy Process”, Applied Soft Computing, 14, pp.109–119. 4. 5. 6. Yuen K.K.F. (2014), “Combining Compound Linguistic Ordinal Scale and Cognitive Pairwise Comparison in the Modified Fuzzy TOPSIS Method for Group Decision Making”, Fuzzy Optimization and Decision Making, 13 (1), pp.105-130. Yuen KKF (2012), “Membership Maximization Prioritization Methods for Fuzzy Analytic Hierarchy Process”, Fuzzy Optimization and Decision Making, 11(2), pp.113-133. Yuen KKF (2012), “The pairwise opposite matrix and its cognitive prioritization operators: the ideal alternatives of the pairwise reciprocal matrix and analytic prioritization operators”, Journal of the Operational Research Society, 63, 322-338. 7. Yuen KKF, and Lau HCW (2011), "A Fuzzy Group Analytical Hierarchy Process Approach for Software Quality Assurance Management: Fuzzy Logarithmic Least Squares Method", Expert Systems with Applications, 38, pp.10292-10302. Kevin Kam Fung Yuen received his BSc (Hons) in Enterprise Engineering and E-business and his Ph.D. in Computational Intelligence and Operations Research from the Hong Kong Polytechnic University in 2004 and 2009 respectively. His research interests include computational intelligence, decisions analysis, information systems, algorithms, social computing, and operations research. He is currently a Lecturer with the Department of Computer Science and Software Engineering, Xi’an Jiaotong-Liverpool University, China. Previously he was an Assistant Professor in Operation Management with Faculty of Economics and Administrative Sciences, Zirve University, Gaziantep, Turkey. He has published 46 research articles in the journals, book chapters and conferences. The sci/ssci indexed journals include IEEE Transactions on Fuzzy Systems, Applied Soft Computing, Expert Systems with Applications, Neurocomputing, Systems Engineering, Journal Of Multiple-Valued Logic And Soft Computing, Fuzzy Optimization and Decision Making, Journal of the Operational Research Society, Journal Of Intelligent and Fuzzy Systems, and International Journal of Information Technology & Decision Making. He has served as a reviewer for various journals and conferences, including 28 sci/ssci journals including Engineering Applications of Artificial Intelligence, Systems Engineering, IEEE Transactions on Engineering Management, Energy Conversion and Management, Journal of Strategic Information Systems, Decision Support Systems, International Journal of Production Economics, Journal of the Operational Research Society, Knowledge-Based Systems, Information and Management, IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems, Applied Soft Computing, Soft Computing, Neurocomputing, Expert Systems with Applications, Mathematical & Computer Modelling, Applied Mathematics and Computation, and Applied Mathematical Modeling. He was a guest editor for the Neurocomputing journal special issue on “Computational Intelligence Techniques for New Product Development”. He has served as a technical programme committee member for more than 40 international conferences, such as IEEE WCCI 2014, INAGENTSYS 2014, ICoICT 2014, IAICT 2014, ICEPIT 2014, and SDM2014, to name only the most recent ones.