An adaptation of the vector-space model for ontology-based information retrieval

IEEE Transactions on Knowledge and Data Engineering

Volumn 19, Issue 2, 2007, Pages 261-272

  Castells, Pablo ^a   Fernández, Miriam ^a   Vallet, David ^a  

^a UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

Author keywords

Information retrieval models; Ontology languages; Semantic search; Semantic Web

Indexed keywords

ALGORITHMS; KNOWLEDGE BASED SYSTEMS; ONLINE SEARCHING; SEARCH ENGINES; SEMANTICS; WORLD WIDE WEB;

ANNOTATION WEIGHTING ALGORITHMS; ONTOLOGY LANGUAGES; SEMANTIC SEARCH; SEMIAUTOMATIC ANNOTATION;

INFORMATION RETRIEVAL;

EID: 33846260106     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2007.22     Document Type: Article

References (37)

1. M. Agosti, F. Crestani, G. Gradenigo, and P. Mattiello, "An Approach to Conceptual Modelling of IR Auxiliary Data," Proc. IEEE Int'l Conf. Computer and Comm., 1990.
2. P. Castells, M. Fernández, D. Vallet, P. Mylonas, and Y. Avrithis, "Self-Tuning Personalized Information Retrieval in an Ontology-Based Framework," Proc. First Int'l Workshop Web Semantics (SWWS '05), 2005.
3. P. Castells, B. Foncillas, R. Lara, M Rico, and J.L. Alonso, "Semantic Web Technologies for Economic and Financial Information Management," Proc. First European Semantic Web Symp. (ESWS '04), 2004.
4. P. Castells, F. Perdrix, E. Pulido, M. Rico, V.R. Benjamins, J. Contreras, and J. Lorés, "Neptuno: Semantic Web Technologies for a Digital Newspaper Archive," Proc. First European Semantic Web Symp. (ESWS '04), 2004.
5. V. Christophides, G. Karvounarakis, D. Plexousakis, and S. Tourtounis, "Optimizing Taxonomic Semantic Web Queries Using Labeling Schemes," J. Web Semantics, vol. 1, no. 2, pp. 207-228, 2003.
6. J. Contreras, V.R. Benjamins, M. Blázquez, S. Losada, R. Salla, J. Sevilla, D. Navarro, J. Casillas, A. Mompó, D. Patón, O. Corcho, P. Tena, and I. Martos, "A Semantic Portal for the International Affairs Sector," Proc. 14th Int'l Conf. Knowledge Eng. and Knowledge Management (EKAW '04), 2004.
7. M. Cristani and R. Cuel, "A Survey on Ontology Creation Methodologies," Int'l J. Semantic Web and Information Systems, vol. 1, no. 2, pp. 49-69, 2005.
8. W.B. Croft, "Combining Approaches to Information Retrieval," Advances in Information Retrieval, pp. 1-36, Kluwer Academic, 2000.
9. S. Deerwester, S. Dumais, G. Furnas, T. Landauer, and R. Harshman, "Indexing by Latent Semantic Analysis," J. Am. Soc. Information Science, vol. 41, no. 6, pp. 391-407, 1990.
10. S. Dill, N. Eiron, D. Gibson, D. Gruhl, R. Guha, A. Jhingran, T. Kanungo, K.S. McCurley, S. Rajagopalan, A. Tomkins, J.A. Tomlin, and J.Y. Zien, "A Case for Automated Large Scale Semantic Annotation," J. Web Semantics, vol. 1, no. 1, pp. 115-132, 2003.
11. M. Fernández, D. Vallet, and P. Castells, "Probabilistic Score Normalization for Rank Aggregation," Proc. 28th European Conf. Information Retrieval (ECIR '06), 2006.
12. S. Gauch, J. Chaffee, and A. Pretschner, "Ontology-Based Personalized Search and Browsing," Web Intelligence and Agent Systems, vol. 1, nos. 3-4, pp. 219-234, 2003.
13. A. Gómez-Pérez, M. Fernández-López, and O. Corcho, Ontological Engineering. Springer-Verlag, 2003.
14. J. Gonzalo, F. Verdejo, I. Chugur, and J. Cigarrán," Indexing with WordNet Synsets Can Improve Text Retrieval," Proc. COLING/ACL Workshop Usage of WordNet for Natural Language Processing, 1998.
15. N. Guarino, C. Masolo, and G. Vetere, "OntoSeek: Content-Based Access to the Web," IEEE Intelligent Systems, vol. 14, no. 3, pp. 70-80, 1990.
16. R.V. Guha, R. McCool, and E. Miller, "Semantic Search," Proc. 12th Int'l World Wide Web Conf. (WWW '03), pp. 700-709, 2003.
17. S. Handschuh, S. Staab, and F. Ciravegna, "S-Cream - Semi-Automatic Creation of Metadata," Proc. 13th Int'l Conf. Knowledge Eng. and Knowledge Management - Ontologies and the Semantic Web (EKAW '02), 2002.
18. K. Jörvelin, J. Kekäläinen, and T. Niemi, "ExpansionTool: Concept-Based Query Expansion and Construction," Information Retrieval, vol. 4, nos. 3-4, pp. 231-255, 2001.
19. G. Karvounarakis, S. Alexaki, V. Christophides, D. Plexousakis, and M. Scholl, "RQL: A Declarative Query Language for RDF," Proc. 11th Int'l World Wide Web Conf. (WWW '02), 2002.
20. A. Kiryakov, B. Popov, I. Terziev, D. Manov, and D. Ognyanoff, "Semantic Annotation, Indexing, and Retrieval," J. Web Semantics, vol. 2, no. 1, pp. 49-79, 2004.
21. J.H. Lee, "Analysis of Multiple Evidence Combination," Proc. 20th ACM Int'l Conf. Research and Development in Information Retrieval (SIGIR '97), pp. 267-276, 1997.
22. P. Lehti and P. Fankhauser, "SWQL - A Query Language for Data Integration Based on OWL," Proc. OTM Workshops, 2005.
23. T.A. Letsche and M.W. Berry, "Large-Scale Information Retrieval with Latent Semantic Indexing," Information Sciences - Applications, vol. 100, nos. 1-4, pp. 105-137, 1997.
24. A. Maedche, S. Staab, N. Stojanovic, R. Studer, and Y. Sure, "SEmantic portAL: The SEAL Approach," Spinning the Semantic Web, pp. 317-359, 2003.
25. R. Madala, T. Takenobu, and T. Hozumi, "The Use of WordNet in Information Retrieval. Montreal," Proc. Conf. Use of WordNet in Natural Language Processing Systems, pp. 31-37, 1998.
26. J. Mayfield and T. Finin, "Information Retrieval on the Semantic Web: Integrating Inference and Retrieval," Proc. Workshop Semantic Web at the 26th Int'l ACM SIGIR Conf. Research and Development in Information Retrieval, 2003.
27. P. Mitra, M. Kersten, and G. Wiederhold, "A Graph-Oriented Model for Articulation of Ontology Interdependencies," Proc. Conf. Extending Database Technology (EDBT '00), 2000.
28. B. Popov, A. Kiryakov, D. Ognyanoff, D. Manov, and A. Kirilov, "KIM - A Semantic Platform for Information Extraction and Retrieval," J. Natural Language Eng., vol. 10, nos. 3-4, pp. 375-392, 2004.
29. E. Prud'hommeaux and A. Seaborne, "SPARQL Query Language for RDF," W3C working draft, http://www.w3.org/TR/rdf-sparql-query, 2006.
30. C. Rocha, D. Schwabe, and M.P. de Aragão, "A Hybrid Approach for Searching in the Semantic Web," Proc. 13th Int'l World Wide Web Conf. (WWW '04), pp. 374-383, 2004.
31. G. Salton and M. McGill, Introduction to Modern Information Retrieval. McGraw-Hill, 1983.
32. A. Seaborne, "RDQL - A Query Language for RDF," W3C member submission, http://www.w3.org/Submission/RDQL, 2004.
33. A. Sheth, C. Bertram, D. Avant, B. Hammond, K. Kochut, and Y. Warke, "Managing Semantic Content for the Web," IEEE Internet Computing, vol. 6, no. 4, pp. 80-87, 2002.
34. Handbook on Ontologies. S. Staab, and R. Studer, eds. Springer Verlag, 2004.
35. N. Stojanovic, "On Analysing Query Ambiguity for Query Refinement: The Librarian Agent Approach," Proc. 22nd Int'l Conf. Conceptual Modeling, 2003.
36. N. Stojanovic, R. Studer, and L. Stojanovic, "An Approach for the Ranking of Query Results in the Semantic Web," Proc. Second Int'l Semantic Web Conf., 2003.
37. D. Vallet, M. Fernández, and P. Castells, "An Ontology-Based Information Retrieval Model," Proc. Second European Semantic Web Conf. (ESWC '05), 2005.