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ORCIDOntology Learning and Population 2008
- Paul Buitelaar, Philipp Cimiano:
Ontology Learning and Population: Bridging the Gap between Text and Knowledge. Frontiers in Artificial Intelligence and Applications 167, IOS Press 2008, ISBN 978-1-58603-818-2
Part I. Extracting Terms and Synonyms
- Marko Brunzel:
The XTREEM Methods for Ontology Learning from Web Documents. 3-26
Part II. Taxonomy and Concept Learning
- Massimo Poesio, Abdulrahman Almuhareb:
Extracting concept descriptions from the Web: the importance of attributes and values. 29-44 - Johanna Völker, Peter Haase, Pascal Hitzler:
Learning Expressive Ontologies. 45-69 - Roberto Navigli, Paola Velardi:
From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions. 71-87
Part III. Learning Relations
- Massimiliano Ciaramita, Aldo Gangemi, Esther Ratsch, Jasmin Saric, Isabel Rojas:
Unsupervised Learning of Semantic Relations for Molecular Biology Ontologies. 91-104
Part IV. Ontology Population
- Diana Maynard, Yaoyong Li, Wim Peters:
NLP Techniques for Term Extraction and Ontology Population. 107-127 - Hristo Tanev, Bernardo Magnini:
Weakly Supervised Approaches for Ontology Population. 129-143 - Maria Ruiz-Casado, Enrique Alfonseca, Manabu Okumura, Pablo Castells:
Information Extraction and Semantic Annotation of Wikipedia. 145-169 - Patrick Pantel, Marco Pennacchiotti:
Automatically Harvesting and Ontologizing Semantic Relations. 171-195
Part V. Methodology
- Nathalie Aussenac-Gilles, Sylvie Desprès, Sylvie Szulman:
The TERMINAE Method and Platform for Ontology Engineering from Texts. 199-223 - Elena Simperl, Christoph Tempich, Denny Vrandecic:
A Methodology for Ontology Learning. 225-249
Part VI. Evaluation
- Klaas Dellschaft, Steffen Staab:
Strategies for the Evaluation of Ontology Learning. 253-272
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