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Computational collective intelligence : technologies and applications : 5th international conference, ICCCI 2013 Craiova, Romania, September 11-13, 2013, proceeding / Costin Bădică, Ngoc Thanh Nguyen, Marius Brezovan (eds.).

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Creatore: ICCCI (Conference) (5th : 2013 : Craiova, Romania)
Titolo: Computational collective intelligence : technologies and applications : 5th international conference, ICCCI 2013 Craiova, Romania, September 11-13, 2013, proceeding / Costin Bădică, Ngoc Thanh Nguyen, Marius Brezovan (eds.).
Link to work: Computational collective intelligence Visualizza cluster
Pubblicazione: Heidelberg : Springer, [2013]
Estensione: 1 online resource (xxi, 740 pages) : illustrations (black and white).
Tipo formato: computer
Tipo contenuto: text
Tipo supporto: online resource
Titolo uniforme di collana: Lecture notes in computer science. Lecture notes in artificial intelligence ; 8083.
LNCS sublibrary. SL 7, Artificial intelligence.
Genere/Forma: Electronic books
Conference papers and proceedings
Classificazione: 54.72
Classificazione LOC: QA76.76.E95
Creatori/Collaboratori: Badica, Costin, [editor.]
Nguyen, Ngoc Thanh, (Computer scientist), [editor.]
Brezovan, Marius, [editor.]
Contenuto supplementare: Includes bibliographical references and author index.
Nota di contenuto: Invited Paper -- Complexity and Interaction: Blurring Borders between Physical, Computational, and Social Systems -- Social Networks -- Trend Based Vertex Similarity for Academic Collaboration Recommendation -- Application of Graph Cellular Automata in Social Network Based Recommender System -- The Diffusion of Viral Content in Multi-layered Social Networks -- Modelling and Analysis of Social Contagion Processes with Dynamic Networks -- Abstraction of Social Contagion Models with Dynamic Networks -- Intelligent Decision Making -- Classsourcing: Crowd-Based Validation of Question-Answer Learning Objects -- An Black-Box Testing Approach on User Modeling in Practical Movie Recommendation Systems -- Grey Incidence between Banks' Risks and Their Performance -- Guided Crowdsourcing for Collective Work Coordination in Corporate Environments -- Web Intelligence and Interaction -- Google Trends for Data Mining. Study of Czech Towns.
Automatic Web-Based User Interface Delivery for SOA-Based Systems -- Developing a Multilingual Application Using Linked Data: A Case Study -- Integrating Smartphone's Intelligent Techniques on Authentication in Mobile Exam Login Process -- Agent and Multi-agent Systems -- Horn-TeamLog: A Horn Fragment of TeamLog with PTime Data Complexity -- A Multiagent System Generating Complex Behaviours -- Using Norm Emergence in Addressing the Tragedy of the Commons -- Assessing Agents Interaction Quality via Multi-agent Runtime Verification -- Flexible and Emergent Workflows Using Adaptive Agents -- A Framework for Conflict Resolution in Multi-Agent Systems -- Heterogeneous Agents' Interactions in a Double Auction Virtual Stock Market -- Knowledge-Based e-Contract Negotiation among Agents Using Semantic Web Technologies -- Intelligent Knowledge Management -- Preliminary Experimental Results of the Multi-attribute and Logic-Based Ontology Alignment Method.
Intuitionistic Fuzzy Control Based on Association Rules -- Joining Data Mining with a Knowledge-Based System for Efficient Personalized Speech Therapy -- On Interacting with Collective Knowledge of Group Facilitation -- Language Processing Systems -- Automatic Lexical Alignment between Syntactically Weak Related Languages. Application for English and Romanian -- Monitoring and Predicting Journalistic Profiles -- Towards the Lexicon-Based Sentiment Analysis of Polish Texts: Polarity Lexicon -- Bringing Common Sense to WordNet with a Word Game -- Improvement of Imperfect String Matching Based on Asymmetric n-Grams -- WikiDetect: Automatic Vandalism Detection for Wikipedia Using Linguistic Features -- Modeling and Optimization Techniques -- An Improved Application Level Multi-path Streaming Algorithm for HBDP Networks -- A Novel Approach to Automated Cell Counting Based on a Difference of Convex Functions Algorithm (DCA).
An Effective Ant Colony Optimization Algorithm for the Minimum Sum Coloring Problem -- Evolutionary Computation -- A Genetic Algorithm with Multiple Mutation which Solves Orienteering Problem in Large Networks -- Parallel Genetic Algorithm for Creation of Sort Algorithms -- Comparison of Evolving Fuzzy Systems with an Ensemble Approach to Predict from a Data Stream -- Exploding Balls Principle as a Method of Global Optimization -- Clustering, Classification and Data Mining -- Comparison of Reinforcement and Supervised Learning Methods in Farmer-Pest Problem with Delayed Rewards -- Investigation of Property Valuation Models Based on Decision Tree Ensembles Built over Noised Data -- Cooperative Problem Solving -- Online Classifiers Based on Fuzzy C-means Clustering -- Agent-Based Natural Domain Modeling for Cooperative Continuous Optimization -- Agent-Based Data Reduction Using Ensemble Technique.
Reinforcement Learning Strategy for A-Team Solving the Resource-Constrained Project Scheduling Problem -- A Multi-agent Approach to the Dynamic Vehicle Routing Problem with Time Windows -- Collective Intelligence in Web Systems -- Web Systems Analysis -- Operation of Cluster-Based Web System Guaranteeing Web Page Response Time -- Temporal Aggregation of Video Shots in TV Sports News for Detection and Categorization of Player Scenes -- A Graph-Cut-Based Smooth Quantization Approach for Image Compression -- Indexed Bloom Filters for Web Caches Summaries -- The MapReduce Approach to Web Service Retrieval -- Balanced Approach to the Design of Conversion Oriented Websites with Limited Negative Impact on the Users -- Evaluation Framework for User Preference Research Implemented as Web Application -- Collective Intelligences and Text Mining on Innovation -- Investigating Feedbacks in Instructional Design Model Using Weak Tie Approach.
Collaborative Learning in Cultural Exchange: Exploring Its Current Trend and Feature -- Exploring Peer Scaffolding Opportunities on Experiential Problem Solving Learning -- An Insight into an Innovative Group-Trading Model for E-Markets Using the Scenario of a Travel Agent -- Exploring Technology Opportunities in an Industry via Clustering Method and Association Analysis -- Computational Collective Intelligence for Social Understanding and Mining -- Hidden Topic Models for Multi-label Review Classification: An Experimental Study -- Influence of Twitter Activity on College Classes -- Extracting Collective Trends from Twitter Using Social-Based Data Mining -- A Descriptive Analysis of Twitter Activity in Spanish around Boston Terror Attacks -- Collective Computational Intelligence in Educational Context.
Causal Dependence among Contents Emerges from the Collective Online Learning of Students -- Social Network Analysis and Data Mining: An Application to the E-Learning Context -- Efficient n-Gram-Based String Matching in Electronic Testing at Programming -- Using Fuzzy Logic for Recommending Groups in E-Learning Systems -- QORECT -- A Case-Based Framework for Quality-Based Recommending Open Courseware and Open Educational Resources -- Computational Swarm Intelligence -- The Differential Evolution with the Entropy Based Population Size Adjustment for the Nash Equilibria Problem -- Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis -- Ant Colony System with Selective Pheromone Memory for SOP -- Efficient DPSO Neighbourhood for Dynamic Traveling Salesman Problem -- Breaking LFSR Using Genetic Algorithm.
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.-Soft methods in collective intelligence.
Sommario/riassunto: 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.
Collana: Lecture notes in artificial intelligence ; 8083
LNCS sublibrary. SL 7, Artificial intelligence
ISBN: 9783642404955
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 11080380
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Altra ed. diverso supporto: Print version: ICCCI (Conference) (5th : 2013 : Craiova, Romania). Computational collective intelligence. [S.l.] : Springer-Verlag Berlin An, 2013 3642404944 (OCoLC)857523825