Advances in knowledge discovery and management . Volume 3 / / Fabrice Guillet ...[et al.] (eds.)

• Pubblicazione: Berlin ; ; Heidelberg, : Springer, c2013
• Edizione: 1st ed. 2013.
• Descrizione fisica: 1 online resource (XVIII, 222 p.)
• Disciplina: 006.3
• Soggetto topico: Data mining; Knowledge management
• Altri autori: GuilletFabrice
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographical references and author index.
• Nota di contenuto: Data Mining, Classification and Queries -- A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets / Dominique Gay, Marc Boullé -- Mining Sequential Patterns: A Context-Aware Approach / Julien Rabatel, Sandra Bringay, Pascal Poncelet -- Comparison of Proximity Measures: A Topological Approach / Djamel Abdelkader Zighed, Rafik Abdesselam, Ahmed Bounekkar -- Comparing Two Discriminant Probabilistic Interestingness Measures for Association Rules / Israël César Lerman, Sylvie Guillaume -- A New Way for Hierarchical and Topological Clustering / Hanane Azzag, Mustapha Lebbah -- Summarizing and Querying Logs of OLAP Queries / Julien Aligon, Patrick Marcel, Elsa Negre -- Ontology and Semantic -- A Complete Life-Cycle for the Semantic Enrichment of Folksonomies / Freddy Limpens, Fabien Gandon, Michel Buffa -- Ontology-Based Formal Specifications for User-Friendly Geospatial Data Discovery / Ammar Mechouche, Nathalie Abadie, Emeric Prouteau, Sébastien Mustière -- Methods and Tools for Automatic Construction of Ontologies from Textual Resources: A Framework for Comparison and Its Application / Toader Gherasim, Mounira Harzallah, Giuseppe Berio, Pascale Kuntz -- User Centered Cognitive Maps / Lionel Chauvin, David Genest, Aymeric Le Dorze, Stéphane Loiseau.
• Sommario/riassunto: The recent and novel research contributions collected in this book are extended and reworked versions of a selection of the best papers that were originally presented in French at the EGC’2011 Conference held in Brest, France, on January 2011. EGC stands for "Extraction et Gestion des connaissances" in French, and means "Knowledge Discovery and Management" or KDM. KDM is concerned with the works in computer science at the interface between data and knowledge; such as Data Mining, Knowledge Discovery, Business Intelligence, Knowledge Engineering and Semantic Web. This book is intended to be read by all researchers interested in these fields, including PhD or MSc students, and researchers from public or private laboratories. It concerns both theoretical and practical aspects of KDM. This book has been structured in two parts. The first part, entitled “Data Mining, classification and queries”, deals with rule and pattern mining, with topological approaches and with OLAP. The second part of the book, entitled “Ontology and Semantic”, is related to knowledge-based and user-centered approaches in KDM.
• Titolo autorizzato: Advances in knowledge discovery and management
• ISBN: 3-642-35855-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910437762103321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in computational intelligence ; ; v. 471.