Screen LibraryOntology learning and knowledge discovery using the Web : challenges and recent advances /
"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,...
Saved in:
| Corporate Authors: | |
|---|---|
| Group Author: | ; ; |
| Published: |
IGI Global,
|
| Publisher Address: | Hershey, Pa. : |
| Publication Dates: | 2011. |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60960-625-1 |
| 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"-- |
| Carrier Form: | PDFs (297 pages) : illustrations |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781609606268 (ebook) |
| Access: | Restricted to subscribers or individual electronic text purchasers. |
| Index Number: | TK5105 |
| CLC: | TP311.13 |
| 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 ... [et al.] -- 14. Cross-language ontology learning / Hans Hjelm and Martin Volk. |