Knowledge and Systems Sciences: 17th International Symposium, KSS 2016, Kobe, Japan, November 4-6, 2016, Proceedings (Communications in Computer and Information Science (660))

This book constitutes the refereed proceedings of the 17th International Symposium, KSS 2016, held in Kobe, Japan, in November 2016. The 21 revised full papers presented were carefully reviewed and selected from 48 submissions. The papers cover topics such as: Algorithms for Big Data; Big Data and education; Big Data and healthcare; Big Data and tourism; Big Data and social media oriented knowledge discovery and data mining, text mining, recommendation system, etc; Big Data, social media and societal management; creation of agent-based social systems sciences; collective intelligence; complex system modeling and complexity; decision analysis and decision support systems; internet+ and agriculture; internet+ and open innovation; knowledge creation, creativity support, awareness support, etc.; knowledge systems engineering and knowledge management; meta-synthesis and advanced modeling; opinion dynamics and opinion mining; OR on knowledge and systems sciences; problem structuring methods and system methodologies toward wicked problems; service systems science; smart city; social dynamic network modeling; Web intelligence. Front Matter....Pages I-XVI Team Knowledge Formation and Evolution Based on Computational Experiment....Pages 1-14 Towards a Service Value Co-creation Model for Older Adult Education....Pages 15-29 Knowledge Sharing via Informal Communities in a Globally Distributed Organization....Pages 30-43 Effects of Different Trust on Team Creativity: Taking Knowledge Sharing as a Mediator....Pages 44-56 Identifying Lead User in Mass Collaborative Innovation Community: Based on Knowledge Supernetwork....Pages 57-67 A Conceptual Model of Optimizing Service System for the 3rd Generation Service Innovation....Pages 68-81 A Methodology for Problem-Driven Knowledge Acquisition and Its Application....Pages 82-93 A Framework for Analyzing Vulnerability of Critical Infrastructures Under Localized Attacks....Pages 94-103 The Network Topology of the Chinese Creditees....Pages 104-114 Product Diffusion Research Based on Symbolic Regression....Pages 115-129 Public Policy Simulation Based on Online Social Network: Case Study of Chinese Circuit Breaker Mechanism....Pages 130-139 The Online Debate Networks Analysis: A Case Study of Debates at Tianya Forum....Pages 140-150 Entropy Measures for Extended Hesitant Fuzzy Linguistic Term Sets and Their Applications....Pages 151-164 Group Decision Making Based on Acceptably Consistent Interval Multiplicative Preference Relations....Pages 165-174 Implementation of the Distributed Fixed-Point Algorithm and Its Application....Pages 175-181 Optimization of Supplier Selection and Order Allocation Under Fuzzy Demand in Fuzzy Lead Time....Pages 182-195 A Dynamic Spectrum Allocation Strategy in CRNs and Its Performance Evaluation....Pages 196-202 Ensembled Support Vector Machines for Meta-Modeling....Pages 203-212 Deep Context Identification of Deceptive Reviews Using Word Vectors....Pages 213-224 Performance Comparison of TF*IDF, LDA and Paragraph Vector for Document Classification....Pages 225-235 A New Recommendation Framework for Accommodations Sharing Based on User Preference....Pages 236-252 Back Matter....Pages 253-253