| Description |
1 online resource (297 pages) |
| Contents |
1. Evidence sources, methods and use cases for learning lightweight domain ontologies / Albert Weichselbraun, Gerhard Wohlgenannt and Arno Scharl -- 2. An overview of shallow and deep natural language processing for ontology learning / Amal Zouaq -- 3. Topic extraction for ontology learning / Marian-Andrei Rizoiu and Julien Velcin -- 4. A cognitive-based approach to identify topics in text using the web as a knowledge source / Louis Massey and Wilson Wong -- 5. Named entity recognition for ontology population using background knowledge from Wikipedia / Ziqi Zhang and Fabio Ciravegnan -- 6. User-centered maintenance of concept hierarchies / Kai Eckert, Robert Meusel and Heiner Stuckenschmidt -- 7. Learning SKOS relations for terminological ontologies from text / Wei Wang, Payam M. Barnaghi and Andrzej Bargiela -- 8. Incorporating correlations among gene ontology terms into predicting protein functions / Pingzhao Hu, Hui Jiang and Andrew Emili -- 9. GO-based term semantic similarity / Marco A. Alvarez, Xiaojun Qi and Changhui Yan -- 10. Ontology learning and the humanities / Toby Burrows -- 11. Ontology-based knowledge capture and sharing in enterprise organizations / Aba-Sah Dadzie, Victoria Uren and Fabio Ciravegna -- 12. Automated learning of social ontologies / Konstantinos Kotis and Andreas Papasalouros -- 13. Mining parallel knowledge from comparable patents / Bin Lu [and others] -- 14. Cross-language ontology learning / Hans Hjelm and Martin Volk |
| Summary |
"This book provides relevant theoretical foundations, and disseminates new research findings and expert views on the remaining challenges in ontology learning, discussing artificial intelligence, knowledge acquisition, knowledge representation and reasoning, text mining, information extraction, and ontology learning"-- Provided by publisher |
| Analysis |
Applications of ontologies |
|
Artificial intelligence |
|
Concept formation |
|
Information extraction |
|
Knowledge acquisition |
|
Knowledge representation and reasoning |
|
Ontology learning |
|
Taxonomy construction |
|
Text mining |
|
Text processing |
| Bibliography |
Includes bibliographical references |
| Notes |
Title screen (IGI Global, viewed June 16, 2011) |
| Subject |
Ontologies (Information retrieval)
|
|
Data mining.
|
|
Data mining
|
|
Ontologies (Information retrieval)
|
| Form |
Electronic book
|
| Author |
Wong, Wilson, 1981-
|
|
Liu, Wei, 1972 July 14-
|
|
Bennamoun, M. (Mohammed)
|
|
IGI Global.
|
| ISBN |
9781609606268 |
|
1609606264 |
|
