A fuzzy conceptual model for multimedia data with a text-based automatic annotation scheme

International Journal of Uncertainty, Fuzziness and Knowldege-Based Systems

Volumn 17, Issue SUPPL. 1, 2009, Pages 135-152

  KÜÇÜk, Dlek ^a   BurcuOzgUr N ^a   Yazici, Adnan ^a   Koyuncu, Murat ^b  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b ATILIM UNIVERSITY   (Turkey)

Author keywords

Conceptual design; Fuzzy multimedia modeling; Multimedia databases; News videos; Semantic annotation

Indexed keywords

FUZZY SET THEORY; FUZZY SYSTEMS; INFORMATION USE; SEMANTICS;

ANNOTATION SCHEME; AUTOMATIC ANNOTATION; FUZZY CONCEPTUAL MODELING; FUZZY MULTIMEDIUM MODELING; MULTIMEDIA APPLICATIONS; MULTIMEDIA DATA; MULTIMEDIA DATABASE; MULTIMEDIA MODELING; NEWS VIDEO; SEMANTIC ANNOTATIONS;

CONCEPTUAL DESIGN;

EID: 68549094623     PISSN: 02184885     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218488509006066     Document Type: Article

References (25)

1. R. Hjelsvold and R. Midtstraum, Modelling and querying video data, Proc. 20th Int. Conf. on Very Large Data Bases, 1999, pp. 686-694.
2. G. Booch, J. Rumbaugh, and I. Jacobson, The Unified Modeling Language User Guide (Addison-Wesley, Reading MA, 1999).
3. Z. M. Ma, W. J. Zhang, W. Y. Ma, and Q. Chen, Conceptual design of fuzzy object-oriented databases using extended entity-relationship model, Int. Journal of Intelligent Systems 16 (2001) 697-711.
4. A. Yazici, Q. Zhu, and N. Sun, Semantic data modeling of spatiotemporal database applications, Int. J. Intelligent Systems 16 (2001) 881-904.
5. Z. M. Ma, Fuzzy information modeling with the UML, in Advances in Fuzzy Object-Oriented Databases: Modeling and Applications (IDEA Group Publishing, 2004).
6. M. A. Sicilia, E. Garcia, and J. A. Gutierrez, Introducing fuzziness in existing orthogonal persistence interfaces and systems, in Advances in Fuzzy Object-Oriented Databases: Modeling and Applications, (IDEA Group Publishing, 2004).
7. J. M. Medina, O. Pons, and M. A. Vila, GEFRED: a generalized model of fuzzy relational databases, Information Sciences 76 (1994).
8. N. Marin, O. Pons, and M. A. Vila, A strategy for adding fuzzy types to an object-oriented database system, Int. J. Intelligent Systems 16 (2001) 863-880.
9. M. Koyuncu and A. Yazici, IFOOD: an intelligent fuzzy object-oriented database architecture, IEEE Trans. Knowledge and Data Engineering 15 (2003).
10. Z. M. Ma and L. Yan, A literature overview of fuzzy database models, Int. J. Information Science and Engineering 24 (2008) 189-202.
11. G. de Tre and R. de Caluwe, Modelling uncertainty in multimedia database systems: an extended possibilistic approach, Int. J. Uncertainty, Fuzziness and Knowledge-Based Systems 11 (2003) 5-22.
12. R. S. Aygun and A. Yazici, Modeling and management of fuzzy information in multimedia database applications, Multimedia Tools and Applications 24 (2004) 29-56.
13. A. Yazici, R. George, and D. Aksoy, Design and implementation issues in the fuzzy object-oriented data model, Information Sciences 108 (1998) 241-260.
14. D. Küçük, N. B. Özgür, A. Yazici, and M. Koyuncu, A fuzzy conceptual model for multimedia data with application to news video domain, in Proc. Int. Conf. Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Malaga (Spain), 2008.
15. A. Ekin, A. M. Tekalp, and R. Mehrotra, Integrated semantic-syntactic video modeling for search and browsing, IEEE Trans. on Multimedia 6 (2004).
16. ISO/IEC Committee Draft 15 938-5 Information Technology - Multimedia Content Description Interface: Multimedia Description Schemes, ISO/IEC/JTC1/SC29/ WG11/N3966 (2001).
17. R. Tusch, H. Kosch, and L. B̈ozs̈orményi, VIDEX: an integrated generic video indexing approach, Proc. 8th ACM Multimedia Conference, Los Angeles (USA), ACM Press, 2000, pp. 448-451.
18. S. Nepal, M. V. Ramakrishna, and J. A. Thom, A fuzzy object query language (FOQL) for image database, in Proc. Sixth Int. Conf. Database Systems for Advanced Applications, 1999, pp. 117-124.
19. http://www.db4o.com/
20. H. Saggion, H. Cunningham, K. Bontcheva, D. Maynard, O. Hamza, and Y. Wilks, Multimedia indexing through multi-source and multi-language information extraction: the MUMIS project, Data and Knowledge Engineering 48 (2004) 247-264.
21. R. Grishman, Information extraction, in The Oxford Handbook of Computational Linguistics, ed. R. Mitkov, (Oxford Univ. Press, 2003).
22. R. Mitkov (ed.), The Oxford Handbook of Computational Linguistics, (Oxford Univ. Press, 2003).
23. T. Declerck, J. Kuper, H. Saggion, A. Samiotou, P. Wittenburg, and J. Contreras, Contribution of NLP to the content indexing of multimedia documents. Proc. Int. Conf. Image and Video Retrieval (CIVR), 2004, pp. 686-694.
24. D. Küçük and A. Yazici, Identification of coreferential chains in video texts for semantic annotation of news videos, Proc. 23rd Int. Symp. Computer and Information Sciences (ISCIS), İstanbul (Turkey), 2008.
25. R. Mitkov, Anaphora Resolution (Longman, 2002).