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Transactions on Computational Collective Intelligence V

✍ Scribed by Ali Selamat (auth.), Ngoc Thanh Nguyen (eds.)


Publisher
Springer-Verlag Berlin Heidelberg
Year
2011
Tongue
English
Leaves
226
Series
Lecture Notes in Computer Science 6910
Edition
1
Category
Library

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✦ Synopsis


These Transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems.

This 5th issue contains a collection of 10 carefully selected and thorougly revised contributions. The articles deal with the following topics: web page language identification; a novel image edge detection approach using ant colony optimization techniques; component-based software development through the use of the agent paradigm; a method for integrating gene expression programming and cellular evolutionary algorithms; a model for selecting partners in a society, focussing on contextual fitness; a model for agent knowledge acquisition; methods of faulty video detection; a model for integrating the archival knowledge included in a user profile; a universal and formal description for agent systems; and a real-time and mulitilingual news event extraction system.

✦ Table of Contents


Front Matter....Pages -
Improved N-grams Approach for Web Page Language Identification....Pages 1-26
Image Edge Detection Using Variation-Adaptive Ant Colony Optimization....Pages 27-40
An Iterative Process for Component-Based Software Development Centered on Agents....Pages 41-65
Cellular Gene Expression Programming Classifier Learning....Pages 66-83
A Situation-Aware Computational Trust Model for Selecting Partners....Pages 84-105
Using the Perseus System for Modelling Epistemic Interactions....Pages 106-123
Reduction of Faulty Detected Shot Cuts and Cross Dissolve Effects in Video Segmentation Process of Different Categories of Digital Videos....Pages 124-139
Using Knowledge Integration Techniques for User Profile Adaptation Method in Document Retrieval Systems....Pages 140-156
Modeling Agents and Agent Systems....Pages 157-181
Online News Event Extraction for Global Crisis Surveillance....Pages 182-212
Back Matter....Pages -

✦ Subjects


Artificial Intelligence (incl. Robotics); Computer Communication Networks; Information Systems Applications (incl.Internet); Software Engineering; Information Storage and Retrieval; Computation by Abstract Devices


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