Evaluating the generation of domain ontologies in the knowledge puzzle project

IEEE Transactions on Knowledge and Data Engineering

Volumn 21, Issue 11, 2009, Pages 1559-1572

  Zouaq, Amal ^a   Nkambou, Roger ^a  

^a UNIVERSITÉ DU QUÉBEC À MONTRÉAL   (Canada)

Author keywords

Concept learning; Domain engineering; Knowledge acquisition; Ontology design

Indexed keywords

AS GRAPH; COMPARATIVE EVALUATIONS; COMPUTER-BASED EDUCATIONS; CONCEPT LEARNING; CONCEPT MAPS; CONCEPTUAL RELATIONS; DATA SOURCE; DOMAIN ENGINEERING; DOMAIN MODEL; DOMAIN ONTOLOGIES; HUMAN EXPERT; NEW TOOLS; ONTOLOGY DESIGN; ONTOLOGY GENERATION; ONTOLOGY LEARNING; PLAIN TEXT; STRUCTURAL EVALUATION;

CONFORMAL MAPPING; ENGINEERING EDUCATION; KNOWLEDGE ACQUISITION; MULTI AGENT SYSTEMS; SEMANTICS; THREE DIMENSIONAL;

ONTOLOGY;

EID: 70350654053     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2009.25     Document Type: Article

References (31)

1. H. Alani and C. Brewster, "Metrics for Ranking Ontologies," Proc. Fourth Int'l EON Workshop held as part of the 15th Int'l World Wide Web Conf., 2006.
2. L. Aroyo and D. Dicheva, "The New Challenges for E-Learning: The Educational Semantic Web," Educational Technology Soc., vol.7, no.4, pp. 59-69, 2004. (Pubitemid 39533523)
3. J. Brank, M. Grobelnik, and D. Mladeni-c, "A Survey of Ontology Evaluation Techniques," Proc. Eighth Int'l Multi-Conf. Information Soc. IS-2005, 2005.
4. C. Brewster, H. Alani, D. Dasmahapatra, and Y. Wilks, "Data Driven Ontology Evaluation," Proc. Int'l Conf. Language Resources Evaluation (LREC), pp. 26-28, 2004.
5. P. Buitelaar, D. Olejnik, and M. Sintek, "A Protégé Plug-In for Ontology Extraction from Text Based on Linguistic Analysis," Proc. First European Semantic Web Symp. (ESWS), 2004.
6. S. Cederberg and D. Widdows, "Using LSA and Noun Coordination Information to Improve the Precision and Recall of Automatic Hyponymy Extraction," Proc. Conf. Natural Language Learning (CoNNL), 2003.
7. P. Cimiano, "Ontology Learning and Population from Text," PhD thesis, the Universitat Karlsruhe (TH), 2006.
8. P. Cimiano, J. Volker, and R. Studer, "Ontologies on Demand?-A Description of the State-of-the-Art, Applications, Challenges and Trends for Ontology Learning from Text," Information, Wissenschaft und Praxis, vol.57, nos. 6/7, pp. 315-320, Oct. 2006.
9. P. Cimiano, A. Hotho, and S. Staab, "Comparing Conceptual, Partitional and Agglomerative Clustering for Learning Taxonomies from Text," Proc. European Conf. Artificial Intelligence (ECAI '04), pp. 435-439, 2004.
10. M.-C. De Marneffe, B. MacCartney, and C.D. Manning, "Generating Typed Dependency Parses from Phrase Structure Parses," Proc. Fifth Conf. Language Resources Evaluation, pp. 449-454, 2006.
11. E. Frank, G.W. Paynter, I.H. Witten, C. Gutwin, and C.G. Nevill- Manning, "Domain-Specific Key Phrase Extraction," Proc. 16th Int'l Joint Conf. Artificial Intelligence, pp. 668-673, 1999.
12. P. Hayes, T. Eskridge, R. Saavedra, T. Reichherzer, M. Mehrotra, and D. Bobrovnikoff, "Collaborative Knowledge Capture in Ontologies," Proc. Third Int'l Conf. Knowledge Capture (K-CAP '05), pp. 99-106, 2005.
13. M. Hearst, "Automatic Acquisition of Hyponyms from Large Text Corpora," Proc. 14th Int'l Conf. Computational Linguistics, pp. 539-545, 1992.
14. http://jung.sourceforge.net/, 2009.
15. http://kaon.semanticweb.org/, 2009.
16. D. Klein and C.D. Manning, "Accurate Unlexicalized Parsing," Proc. 41st Meeting Assoc. Computational Linguistics, pp. 423-430, 2003.
17. D. Lin and P. Pantel, "Discovery of Inference Rules for Question Answering," Natural Language Eng., vol.7, no.4, pp. 343-360, 2001.
18. A. Lozano-Tello and A. Gomez-Perez, "Ontometric: A Method to Choose the Appropriate Ontology," J. Database Management, vol.15, no.2, pp. 1-18, 2004.
19. A. Maedche and S. Staab, "Measuring Similarity between Ontologies," Proc. Conf. Information and Knowledge Management (CIKM '02), vol.2473, pp. 251-263, 2002.
20. A. Maedche and S. Staab, "Ontology Learning for the Semantic Web," IEEE Intelligent Systems, vol.16, no.2, pp. 72-79, Mar./Apr. 2001.
21. J.D. Novak and A.J. Canas, "The Theory Underlying Concept Maps and How to Construct Them," Technical Report IHMC CmapTools 2006-2101, Florida Inst. for Human and Machine Cognition, 2006.
22. M. Poesio and A. Almuhareb, "Identifying Concept Attributes Using a Classifier," Proc. Assoc. Computational Linguistics (ACL) Workshop Deep Lexical Acquisition, pp. 18-27, 2005.
23. R. Porzel and R. Malaka, "A Task-Based Approach for Ontology Evaluation," Proc. European Conf. Artificial Intelligence (ECAI '04) Workshop Ontology Learning and Population, pp. 9-16, 2004.
24. R. Rada, H. Mili, E. Bicknell, and M. Blettner, "Development and Application of a Metric on Semantic Nets," IEEE Trans. Systems, Man, and Cybernetics, vol.19, no.1, pp. 17-30, Jan./Feb. 1989.
25. P. Resnik, "Semantic Similarity in a Taxonomy: An Information- Based Measure and Its Application to Problems of Ambiguity in Natural Language," J. Artificial Intelligence Research, vol.11, pp. 95-130, 1999.
26. A. Schutz and P. Buitelaar, "RelExt: A Tool for Relation Extraction in Ontology Extension," Proc. Fourth Int'l Semantic Web Conf., pp. 593-606, 2005.
27. SCORM (Sharable Content Object Reference Model), http:// www.adlnet.gov/scorm/index.aspx, Sept. 2007.
28. M. Shamsfard and A. Barforoush, "The State of the Art in Ontology Learning: A Framework for Comparison," Knowledge Eng. Rev., vol.18, no.4, pp. 293-316, 2003.
29. http://sourceforge.net/projects/texttoonto, 2009.
30. UIMA, http://uima-framework.sourceforge.net/, Aug. 2007.
31. J. Volker, P. Hitzler, and P. Cimiano, "Acquisition of OWL DL Axioms from Lexical Resources," Proc. Fourth European Semantic Web Conf. (ESWC '07), pp. 670-685, 2007.