Automatic thematic categorization of multimedia documents using ontological information and fuzzy algebra

Studies in Fuzziness and Soft Computing

Volumn 204, Issue , 2006, Pages 247-274

  Wallace, Manolis ^a   Mylonas, Phivos ^a   Akrivas, Giorgos ^a   Avrithis, Yannis ^a   Kollias, Stefanos ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33748893266     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/3-540-33473-4_10     Document Type: Article

References (27)

1. Akrivas G., Stamou G., Fuzzy Semantic Association of Audiovisual Document Descriptions, Proceedings of International Workshop on Very Low Bitrate Video Coding (VLBV), Athens, Greece, Oct. 2001.
2. Akrivas G., Wallace M., Andreou G., Stamou G. and Kollias S., Context - Sensitive Semantic Query Expansion, Proceedings of the IEEE International Conference on Artificial Intelligence Systems (ICAIS), Divnomorskoe, Russia, September 2002.
3. Akrivas G., Wallace M., Stamou G. and Kollias S., Context - Sensitive Query Expansion Based on Fuzzy Clustering of Index Terms, Proceedings of the Fifth International Conference on Flexible Query Answering Systems (FQAS), Copenhagen, Denmark, October 2002.
4. Akrivas G., Ioannou S., Karakoulakis E., Karpouzis K., Avrithis Y., Delopoulos A., Kollias S., Varlamis I. and Vaziriannis M., An Intelligent System for Retrieval and Mining of Audiovisual Material Based on the MPEG-7 Description Schemes, Proceedings of European Symposium on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems (EUNITE 01), Tenerife, Spain, December 12-14, 2001.
5. Avrithis Y. and Stamou G., FAETHON: Unified Intelligent Access to Heterogenous Audiovisual Content, Proceedings of the International Workshop on Very Low Bitrate Video Coding (VLBV), Athens, Greece, Oct. 2001.
6. Avrithis Y., Stamou G., Delopoulos A. and Kollias S., Intelligent Semantic Access to Audiovisual Content, Lecture Notes in Artificial Intelligence, Springer-Verlag, Vol. 2308, 2002, pp. 215-224.
7. Bowman C.M., Danzing P.B., Manber U. and Schwartz F., Scalable Internet resources discovery: Research problems and approaches, Communications of the ACM, Vol. 37, pages 98-107, 1994.
8. Chan S.S.M., Qing L., Wu Y. and Zhuang Y., Accommodating hybrid retrieval in a comprehensive video database management system. IEEE Trans. on Multimedia, 4(2):146-159, June 2002.
9. Chen W. and Chang S.-F., VISMap: An interactive image/video retrieval system using visualization and concept maps. In Proc. IEEE Int. Cont. on Image Processing, volume 3, pages 588-591, 2001.
10. Ciocca G. and Schettini R., A relevance feedback mechanism for content - based image retrieval, Information Processing and Management, Vol. 35, pages 605-632, 1999.
11. Del Bimbo, A. Visual Image Retrieval, CA: Morgan Kaufmann, San Francisco, 1999.
12. Dubois D. and Prade H., The three semantics of fuzzy sets, Fuzzy Sets and Systems, Vol. 90,pages 142-150, 1997.
13. Zhao R. and W.I. Grosky, Narrowing the Semantic Gap-Improved Text-Based Web Document Retrieval Using Visual Features, IEEE Trans. on Multimedia, Special Issue on Multimedia Database, Vol. 4, No 2, June 2002.
14. Klir G. and Bo Yuan, Fuzzy Sets and Fuzzy Logic, Theory and Applications, New Jersey, Prentice Hall, 1995
15. Kraft D.H., Bordogna G., Passi G., Information Retrieval Systems: Where is the Fuzz?, Proceedings of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Anchorage, Alaska, May 1998
16. Maedche A., Motik B., Silva N. and Volz R., MAFRA - An Ontology MApping FRAmework in the Context of the SemanticWeb, Proceedings of the Workshop on Ontology Transformation ECA12002, Lyon, France July 2002.
17. Miyamoto S., Fuzzy Sets in Information Retrieval and Cluster Analysis, Kluwer Academic Publishers, Dordrecht / Boston / London 1990.
18. Salembier P. and Smith J. R., MPEG-7 Multimedia description schemes, IEEE Transactions on Circuits and Systems for Video Technology, 11 (6):748-759, Jun 2001.
19. Salton G. and McGill M.J., Introduction to Modern Information Retrieval, McGraw-Hill, New York, 1983.
20. Santini, S., Exploratory Image Databases: Content-based Retrieval, New York: Academic, 2001.
21. Theodoridis S. and Koutroumbas K., Pattern Recognition, Academic Press, 1998.
22. Tsechpenakis G., Akrivas G., Andreou G., Stamou G. and Kollias S., Knowledge - Assisted Video Analysis and Object Detection, Proceedings of European Symposium on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems Albuleira, Portugal, September 2002.
23. Wallace M., Athanasiadis T., Avrithis Y., Stamou G. and Kollias, S., A mediator system for hetero-lingual audiovisual content, Proceedings of the International Conference on Multi-platform e-Publishing, November 2004, Athens, Greece.
24. Wallace M., Avrithis Y., Stamou G. and Kollias S., Knowledge-based Multimedia Content Indexing and Retrieval, in Stamou G., Kollias S. (Editors), Multimedia Content and Semantic Web: Methods, Standards and Tools, Wiley, 2005.
25. Wallace M., Karpouzis K., Stamou G., Moschovitis G., Kollias S. and Schizas C., The Electronic Road: Personalised Content Browsing, IEEE Multimedia 10(4), pp. 49-59, 2003
26. Yang Y., An Evaluation of Statistical Approaches to Text Categorization, Journal of Information Retrieval, Vol 1, No. 1/2, pp 67-88, 1999.
27. ISO/IEC JTC 1/SC 29 M4242, "Text of 15938-5 FDIS Information Technology - Multimedia Content Description Interface - Part 5 Multimedia Description Schemes," October 2001.