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