A text-based fully automated architecture for the semantic annotation and retrieval of Turkish news videos

2010 IEEE World Congress on Computational Intelligence, WCCI 2010

Volumn , Issue , 2010, Pages

  Küçük, Dilek ^a   Yazici, Adnan ^b  

^a Power Electronics Group   (Turkey)

^b MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO WAVEFORMS; BOOLEAN QUERIES; INDEX TERMS; NAMED ENTITIES; NEWS STORY SEGMENTATION; NEWS VIDEO; SEMANTIC ANNOTATIONS; TEXT RECOGNITION; TURKISHS; VIDEO ARCHIVES; VIDEO FILES; VIDEO RETRIEVAL; VIDEO SEGMENTS;

ARCHITECTURE; ARTIFICIAL INTELLIGENCE; AUTOMATION; CHARACTER RECOGNITION; IMAGE SEGMENTATION; NATURAL LANGUAGE PROCESSING SYSTEMS; VIDEO RECORDING;

INFORMATION RETRIEVAL;

EID: 78549269147     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2010.5584676     Document Type: Conference Paper

References (20)

1. H. Saggion, H. Cunningham, K. Bontcheva, D. Maynard, O. Hamza, and Y. Wilks, "Multimedia indexing through multi-source and multilanguage information extraction: the MUMIS project," Data and Knowledge Engineering, vol. 48, pp. 247-264, 2004.
2. C. G. M. Snoek and M. Worring, "Multimodal video indexing: A review of the state-of-the-art," Multimedia Tools and Applications, vol. 25, pp. 5-35, 2005.
3. D. Küçük, N. B. Ö zgür, A. Yazici, and M. Koyuncu, "A fuzzy conceptual model for multimedia data with a text-based automatic annotation scheme," International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 17, no. Supp01, pp. 135-152, 2009.
4. R. Basili, M. Cammisa, and E. Donati, "RitroveRAI: A Web application for semantic indexing and hyperlinking of multimedia news," in Proceedings of the International Semantic Web Conference (ISWC), 2005.
5. M. Dowman, V. Tablan, H. Cunningham, and B. Popov, "Web-assisted annotation, semantic indexing and search of television and radio news," in Proceedings of the International Conference on World Wide Web (WWW), 2005.
6. C. Xu, Y. Zhang, G. Zhu, Y. Rui, H. Lu, and Q. Huang, "Using webcast text for semantic event detection in broadcast sports video," IEEE Transactions on Multimedia, vol. 10, 7, pp. 1342-1355, 2008.
7. A. Messina and M. Montagnuolo, "A generalised cross-modal clustering method applied to multimedia news semantic indexing and retrieval," in Proceedings of the 18th International Conference on World Wide Web (WWW), 2009, pp. 321-330.
8. E. Dikici and M. Saraçlar, "Sliding text recognition in broadcast news," in Proceedings of IEEE 16th Signal Processing and Communications Applications Conference (SIU), 2008.
9. D. Küç ük and A. Yazici, "Named entity recognition experiments on Turkish texts," in Proceedings of the International Conference on Flexible Query Answering Systems (FQAS), 2009.
10. C. L. Wayne, "Multilingual topic detection and tracking: Successful research enabled by corpora and evaluation," in Proceedings of the Language Resources and Evaluation Conference (LREC), 2000.
11. J. Arlandis, P. Over, and W. Kraaij, "Boundary error analysis and categorization in the trecvid news story segmentation task," in Proceedings of the 4th International Conference on Image and Video Retrieval (CIVR), 2005, pp. 103-112.
12. S. Cucerzan and D. Yarowsky, "Language independent named entity recognition combining morphological and contextual evidence," in Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999.
13. G. Tür, D. Hakkani-Tür, and K. Oflazer, "A statistical information extraction system for Turkish," Natural Language Engineering, vol. 9, 2, pp. 181-210, 2003.
14. Ö. Bayraktar and T. Taşkaya-Temizel, "Person name extraction from Turkish financial news text using local grammar based approach," in Proceedings of the International Symposium on Computer and Information Sciences (ISCIS), 2008.
15. D. Küç ük and A. Yazici, "Identification of coreferential chains in video texts for semantic annotation of news videos," in Proceedings of the International Symposium on Computer and Information Sciences, 2008.
16. S. Adali, A. C. Sönmez, and M. Göktürk, "An integrated architecture for processing business documents in Turkish," in Proceedings of the Conference on Text Processing and Computational Linguistics (CICLing), 2009.
17. D. Freitag, "Machine learning for information extraction in informal domains," Ph.D. dissertation, Computer Science Department, Carnegie Mellon University, 1998.
18. B. Say, D. Zeyrek, K. Oflazer, and U. Ö zge, "Development of a corpus and a treebank for present-day written Turkish," in Proceedings of the 11th International Conference of Turkish Linguistics (ICTL), 2002.
19. D. Maynard, V. Tablan, C. Ursu, H. Cunningham, and Y. Wilks, "Named entity recognition from diverse text types," in Proceedings of the Conference on Recent Advances in Natural Language Processing (RANLP), 2001.
20. P. Robinson, E. Brown, J. Burger, N. Chinchor, A. Douthat, L. Ferro, and L. Hirschman, "Overview: Information extraction from broadcast news," in Proceedings of DARPA Broadcast News Workshop, 1998, pp. 27-30.