Computational collective intelligence : technologies and applications : 4th International Conference, ICCCI 2012, Ho Chi Minh City, Vietnam, November 28-30, 2012 : proceedings. Part II

Annotation The two volumes set LNCS 7653 and 7654 constitutes the refereed proceedings of the 4th International Conference on Computational Collective Intelligence, ICCCI, held in Ho Chi Minh City, Vietnam, in November 2012. The 113 revised full papers presented were carefully reviewed and selected from 397 submissions. The papers are organized in topical sections on (Part I) knowledge integration; data mining for collective processing; fuzzy, modal, and collective systems; nature inspired systems; language processing systems; social networks and semantic web; agent and multi-agent systems; classification and clustering methods; modeling and optimization techniques for business intelligence; (Part II) multi-dimensional data processing; web systems; intelligent decision making; methods for scheduling; collective intelligence in web systems web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication Front Matter....Pages - Generic Operations in the Structured Space of the Music....Pages 1-10 Collective Cubing Platform towards Definition and Analysis of Warehouse Cubes....Pages 11-20 To Approach Cylindrical Coordinates to Represent Multivariable Spatio-temporal Data....Pages 21-28 EFP-M2: Efficient Model for Mining Frequent Patterns in Transactional Database....Pages 29-38 Improved Sammon Mapping Method for Visualization of Multidimensional Data....Pages 39-48 Ontology Relation Alignment Based on Attribute Semantics....Pages 49-58 Data Deduplication Using Dynamic Chunking Algorithm....Pages 59-68 Applying MapReduce Framework to Peer-to-Peer Computing Applications....Pages 69-78 Scalable Adaptation of Web Applications to Users’ Behavior....Pages 79-88 OCE: An Online Colaborative Editor....Pages 89-98 Construction of Semantic User Profile for Personalized Web Search....Pages 99-108 Link Prediction in Dynamic Networks of Services Emerging during Deployment and Execution of Web Services....Pages 109-120 Towards a Model of Context Awareness Using Web Services....Pages 121-131 Short-Term Spatio-temporal Forecasts of Web Performance by Means of Turning Bands Method....Pages 132-141 Extreme Propagation in an Ad-Hoc Radio Network - Revisited....Pages 142-151 A Model for the Performance Analysis of SPL-OBS Core Nodes with Deflection Routing....Pages 152-161 Ordering of Potential Collaboration Options....Pages 162-171 Interface Design for Decision Systems....Pages 172-181 Opponent Modeling in Texas Hold’em Poker....Pages 182-191 On Axiomatization of Power Index of Veto....Pages 192-200 STRoBAC – Spatial Temporal Role Based Access Control....Pages 201-211 Rescheduling of Concurrently Flowing Cyclic Processes....Pages 212-222 Comparison of Allocation Algorithms in Mesh Oriented Structures for Different Scheduling Techniques....Pages 223-232 Reachability of Cyclic Steady States Space: Declarative Modeling Approach....Pages 233-243 Caption Text and Keyframe Based Video Retrieval System....Pages 244-252 E-Commerce Video Annotation Using GoodRelations-Based LODs with Faceted Search in Smart TV Environment....Pages 253-263 Nearest Feature Line Discriminant Analysis in DFRCT Domain for Image Feature Extraction....Pages 264-272 Adaptive Scheduling System Guaranteeing Web Page Response Times....Pages 273-282 A Smart and Tangible AR Dress Fitting System....Pages 283-293 Consensus as a Tool for RESTful Web Service Identification....Pages 294-303 Detection of Tennis Court Lines for Sport Video Categorization....Pages 304-314 The Application of Orthogonal Subspace Projection in Multi-spectral Images Processing for Cancer Recognition in Human Skin Tissue....Pages 315-324 Length and Coverage of Inhibitory Decision Rules....Pages 325-334 Refining the Judgment Threshold to Improve Recognizing Textual Entailment Using Similarity....Pages 335-344 Optimization of β -Decision Rules Relative to Number of Misclassifications....Pages 345-354 Advance Missing Data Processing for Collaborative Filtering....Pages 355-364 Improving Nearest Neighbor Classification Using Particle Swarm Optimization with Novel Fitness Function....Pages 365-372 Sentiment Classification: A Combination of PMI, SentiWordNet and Fuzzy Function....Pages 373-382 Interestingness Measures for Classification Based on Association Rules....Pages 383-392 MSGPs: A Novel Algorithm for Mining Sequential Generator Patterns....Pages 393-401 A Genetic Algorithm with Elite Mutation to Optimize Cruise Area of Mobile Sinks in Hierarchical Wireless Sensor Networks....Pages 402-412 An Algebraic Structure for Duration Automata....Pages 413-422 Study of the Migration Scheme Influence on Performance of A-Teams Solving the Job Shop Scheduling Problem....Pages 423-432 A New Cooperative Search Strategy for Vehicle Routing Problem....Pages 433-442 A-Team for Solving the Resource Availability Cost Problem....Pages 443-452 Agent-Based Approach to RBF Network Training with Floating Centroids....Pages 453-462 New Differential Evolution Selective Mutation Operator for the Nash Equilibria Problem....Pages 463-472 Ant Colony Decision Forest Meta-ensemble....Pages 473-482 Ant Colony System with Selective Pheromone Memory for TSP....Pages 483-492 Ant Colony Optimization for the Pareto Front Approximation in Vehicle Navigation....Pages 493-502 A Hybrid Discrete Particle Swarm Optimization with Pheromone for Dynamic Traveling Salesman Problem....Pages 503-512 A Modified Shuffled Frog Leaping Algorithm with Genetic Mutation for Combinatorial Optimization....Pages 513-522 Integrating Curriculum and Instruction System Based on Objective Weak Tie Approach....Pages 523-531 Business Opportunity: The Weak-Tie Roaming among Tribes....Pages 532-539 Emerging Technology Exploration Using Rare Information Retrieval and Link Analysis....Pages 540-549 Introducing Fuzzy Labels to Agent-Generated Textual Descriptions of Incomplete City-Traffic States....Pages 550-561 Back Matter....Pages - This book constitutes the thoroughly refereed conference proceedings of the 5th International Conference on Computational Collective Intelligence, ICCCI 2013, held in Craiova, Romania, in September 2013. The 72 revised full papers presented were carefully selected from numerous submissions. Conference papers are organized in 16 technical sessions, covering the following topics: intelligent e-learning, classification and clustering methods, web intelligence and interaction, agents and multi-agent systems, social networks, intelligent knowledge management, language processing systems, modeling and optimization techniques, evolutionary computation, intelligent and group decision making, swarm intelligence, data mining techniques and applications, cooperative problem solving, collective intelligence for text mining and innovation, collective intelligence for social understanding and mining, and soft methods in collective intelligence.

multi-dimensional data processing web systems intelligent decision making methods for scheduling collective intelligence in web systems – web systems analysis advanced data mining techniques and applications cooperative problem solving computational swarm intelligence semantic methods for knowledge discovery and communication.

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