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Ebook-Ios Press 2008 - Semantic Web - Ontology Learning And Population - Bridging The Gap Between Text And Knowledge-Edited By Buitelaar And Cimiano-Semantics Information Extraction Artificial Intelligence.pdf

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Ebook-Ios Press 2008 - Semantic Web - Ontology Learning And Population - Bridging The Gap Between Text And Knowledge-Edited By Buitelaar And Cimiano-Semantics Information Extraction Artificial Intelligence.pdf

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Ebook-Ios Press 2008 - Semantic Web - Ontology Learning And Population - Bridging The Gap Between Text And Knowledge-Edited By Buitelaar And Cimiano-Semantics Information Extraction Artificial Intelligence.pdf

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文档介绍:Bridging the Gap from Text to Knowledge

Selected Contributions in Ontology Learning and Population from Text


Paul Buitelaar, Philipp Cimiano

Foreword: Paul Buitelaar and Philipp Cimiano

Preface: Gregory Grefenstette

I. Extracting Terms and Synonyms

1: Authors: Marko Brunzel
Title: The XTREEM Methods for Ontology Learning from Web Documents

II. Taxonomy and Concept Learning

2: Authors: Massimo Poesio and Abdulrahman Almuhareb
Title: Extracting Concept Descriptions from the Web: The Importance of attributes and values

3: Johanna Völker, Peter Haase, Pascal Hitzler
Title: Learning Expressive Ontologies

4: Authors: Roberto Navigli and Paola Velardi
Title: From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions

III: Learning Relations

5: Authors: Massimiliano Ciaramita, Aldo Gangemi, Esther Ratsch, Jasmin Saric and Isabel Rojas
Title: Unsupervised learning of semantic relations for molecular biology ontologies

IV: Ontology Population

6: Authors: Diana Maynard, Yaoyong Li, Wim Peters
Title: NLP Techniques for Term Extraction and Ontology Population

7: Authors: Hristo Tanev and Bernardo Magnini
Title: Weakly Supervised Approaches for Ontology Population

8: Authors: Maria Ruiz-Casado, Enrique Alfonseca, Manabu Okumura and Pablo Castells
Title: Information Extraction and Semantic Annotation of Wikipedia

9: Authors: Patrick Pantel and Marco hiotti
Title: Automatically Harvesting and Ontologizing Semantic Relations

V: Methodology

10: Authors: Nathalie Aussenac-Gilles, Sylvie Despres and Sylvie Szulman
Title: The TERMINAE Method and Platform for Ontology Engineering from Textx

11: Authors: Elena Simperl, Christoph Tempich and Denny Vrandecic
Title: A methodology for ontology learning

VI: Evaluation

12: Authors: Klaas Dellschaft and Steffen Staab
Title: Strategies for the Evaluation of Ontology Learni