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Transactions on Computational Collective Intelligence I de Ngoc-Thanh Nguyen

Transactions on Computational Collective Intelligence I: Lecture Notes in Computer Science, cartea 6220

Ngoc-Thanh Nguyen, Ryszard Kowalczyk
en Limba Engleză Paperback – 21 oct 2010

Consideram ca acest volum este destinat cercetatorilor si specialistilor in informatica care detin cunostinte avansate despre sistemele distribuite si algoritmii de inteligenta artificiala. Subliniem faptul ca lucrarea nu este o introducere generala, ci presupune o familiaritate prealabila cu logica descrierii si sistemele multi-agent. Ca si Ryszard Kowalczyk in Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems, autorul distileaza experienta reala in principii acționabile, oferind o baza teoretica si practica pentru inteligenta care emerge din colaborarea entitatilor autonome. Pozitionam acest prim volum in contextul operei editorului Ngoc-Thanh Nguyen, completand cercetarile sale anterioare din Agent and Multi-Agent Systems: Technologies and Applications prin focalizarea specifica pe inteligenta colectiva computationala (CCI). Structura editoriala reflecta o selectie riguroasa de 10 lucrari ce abordeaza atat fundamentele metodologice, cat si aplicatiile practice. Remarcam diversitatea subiectelor tratate, de la utilizarea algoritmilor de tip „ant-based” pentru detectia marginilor in procesarea de imagini, pana la utilizarea sistemelor fuzzy in strategiile de negociere ale agentilor sociali. De asemenea, volumul exploreaza intersectia dintre biologie si tehnologie, prezentand celula vie ca o organizatie multi-agent. Prin aceasta abordare, lucrarea demonstreaza cum tehnologiile de computatie evolutionista si sistemele neurale pot sprijini procesele decizionale colective in medii artificiale si naturale.

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Specificații

ISBN-13: 9783642150333
ISBN-10: 3642150330
Pagini: 214
Ilustrații: VII, 207 p. 64 illus.
Greutate: 0.34 kg
Ediția:2010
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seriile Lecture Notes in Computer Science, Transactions on Computational Collective Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

De ce să citești această carte

Recomandam aceasta lucrare cercetatorilor care doresc sa aprofundeze mecanismele de colaborare in sistemele informatice complexe. Cititorul castiga o perspectiva tehnica asupra modului in care sistemele multi-agent si ontologiile pot optimiza procese precum e-procurement-ul sau administrarea directoarelor web. Este o resursa esentiala pentru intelegerea aplicatiilor practice ale inteligentei colective in cloud computing si retele sociale.

Descriere scurtă

We would like to present, with great pleasure, the first volume of a new journal, Transactions on Computational Collective Intelligence (TCCI). This journal, part of the new journal subline in the Springer series Lecture Notes in Computer Science, is devoted to research in computer-based methods of computational collective intel- gence (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 metho- logical, 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. TCCI is a double-blind refereed and authoritative reference dealing with the wo- ing potential of CCI methodologies and applications as well as emerging issues of interest to professionals and academics. This inaugural issue contains a collection of articles selected from regular subm- sions and invited papers of substantially extended contributions based on the best papers presented at the first International Conference on Computational Collective Intelligence: Semantic Web, Social Networks and Multiagent Systems (ICCCI 2009) during October 5-7, 2009 in Wroclaw (Poland). This issue introduces advances in the foundations and applications of CCI and includes 10 papers.

Cuprins

HYDRA: A Middleware-Oriented Integrated Architecture for e-Procurement in Supply Chains.- Tableaux with Global Caching for Checking Satisfiability of a Knowledge Base in the Description Logic .- An Efficient Ant-Based Edge Detector.- Stochastic Local Search for Core Membership Checking in Hedonic Games.- A Different Perspective on a Scale for Pairwise Comparisons.- An Awareness-Based Learning Model to Deal with Service Collaboration in Cloud Computing.- Ontology-Based Administration of Web Directories.- Distributed Deliberative Recommender Systems.- Fuzzy Cognitive and Social Negotiation Agent Strategy for Computational Collective Intelligence.- The Living Cell as a Multi-agent Organisation: A Compositional Organisation Model of Intracellular Dynamics.

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