From text question-answering to multimedia QA on web-scale media resources

1st ACM Workshop on Large-Scale Multimedia Retrieval and Mining, LS-MMRM 2009, Co-located with the 2009 ACM International Conference on Multimedia, MM'09

Volumn , Issue , 2009, Pages 51-58

  Chua, Tat Seng ^a   Hong, Richang ^a   Li, Guangda ^a   Tang, Jinhui ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Multimedia question answering

Indexed keywords

AMOUNT OF INFORMATION; MULTIMEDIA INFORMATION; OVER-LOADING; QUESTION ANSWERING; YOUTUBE;

METHOD OF MOMENTS; RESEARCH;

MULTIMEDIA SYSTEMS;

EID: 72449159593     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1631058.1631069     Document Type: Conference Paper

References (29)

1. A. P. Natsev, A. Haubold, J. Tesic, L. Xie, and R. Yan, Semantic concept-based query expansion and re-ranking for multimedia retrieval, ACM Multimedia, pp. 991-1000, Augsburg, Germany, 2007.
2. Cees G. M. Snoek and Marcel Worring, Concept-Based Video Retrieval, Foundations and Trends in Information Retrieval, vol. 4, iss. 2, 215-322, 2009.
3. C. Fellbaum, ed., WordNet: An Electronic Lexical Database. Cambridge, USA: The MIT Press, 1998.
4. D. Lowe. Distinctive image features from scale-invariant keypoints. International Journal of Computer, 60:91-110, 2004.
5. Dave Kor and Tat-Seng Chua. Interesting Nuggets and Their Impact on Definitional Question Answering. ACM SIGIR 2007. Amsterdam, Netherlands. July 2007. 335-342.
6. eHow: http://www.ehow.com/videos.html
7. Hui Yang and Tat-Seng Chua, Shuguang Wang and Chun-Keat Koh. Structured use of external knowledge for event-based open-domain question-answering. 26th Int'l ACM SIGIR Conference' 03. Canada, Jul/Aug 2003. 33-40.
8. Hang Cui, Min-Yen Kan and Tat-Seng Chua. Soft Pattern Matching Models for Definitional Question Answering. ACM Transactions on Information Systems (ACM TOIS). Vol 25(2), April 2007. 30 pages.
9. John M. Prager: Open-Domain Question-Answering. Foundations and Trends in Information Retrieval 1(2): 91-231 (2006)
10. Jinwei Cao, Jay F. Nunamaker. Question Answering On Lecture Videos: A Multifaceted Approach, ACM/IEEE Joint Conference on Digital Libraries, 2004.
11. Kai Wang, Zhaoyan Ming, Tat-Seng Chua. A Syntactic Tree Matching Approach to Finding Similar Questions in Community-based QA Services. To appear in ACM SIGIR 2009, Boston, Massachusetts, USA.
12. K. -Y. Chen, L. Luesukprasert, and S. T. Chou. Hot topic extraction based on timeline analysis and multidimensional sentence modeling. IEEE transactions on knowledge and data engineering. 19(8):1016-1025. 2007
13. M. Cha, H. Kwak, P. Rodriguez, YY. Ahn, and S. Moon. I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system. Proceedings of the 7th ACM SIGCOMM conference on Internet measurement. San Diego, California, USA. 2007.
14. Powerset: a commercial factoid-based search engine that was acquired by Microsoft. See http://www.powerset.com/
15. Guangda Li, Zhaoyan Ming, Haojie Li, Yantao Zheng, Tat-Seng Chua. Video reference: question answering on YouTube. To appear in ACM Multimedia 2009.
16. R. Hong, J. Tang, H. Tan, S. Yan, C. -W. Ngo, T. -C. Chua. Event driven summarization for web videos. Submitted to ACM Multimedia 1st Workshop on Social Media (ACM-MM-WSM 2009).
17. Shiren Ye and Tat-Seng Chua and Jie Lu. Summarizing Definition fromWikipedia. To appear in ACL'09, Singapore.
18. S. -Y. Neo, J. Zhao, M. -Y. Kan, and T. -S. Chua, Video retrieval using high level features: Exploiting query matching and confidence-based weighting, in CIVR, (H. Sundaram et al., eds.), pp. 143-152, Heidelberg, Germany: Springer-Verlag, 2006.
19. S. -F. Chang, W. Hsu, W. Jiang, L.S. Kennedy, D. Xu, A. Yanagawa and E. Zavesky. Columbia University TRECVID-2006 video search and high-level feature extraction. Proceedings of TRECVID Workshop, Gaithersburg, USA, 2006.
20. TREC: The Text Retrieval Conference. See http://trec.nist.gov/.
21. TRECVID: a video evaluation forum organized in conjunction with TREC. See http://trecvid.nist.org/.
22. T. Yeh, J. J. Lee, T. Darrell. "Photo-based Question Answering", ACM Multimedia, 2008.
23. E. M. Voorhees. 2001. Overview of the TREC 2001 Question Answering Track. In Proceedings of TREC.
24. W. H. Hsu, L. S. Kennedy, and S. F. Chang. Video search reranking through random walk over documentlevel context graph. In Proceeding of ACM 14th international conference on Multimedia, Augsburg, Germany, October 2007.
25. X. Wu, A. G. Hauptmann, and C. -W. Ngo. Practical elimination of near-duplicates from web video search. Proceedings of the 15th international ACM conference on Multimedia, Augsburg, Germany. 2007
26. Y. C. Wu, Y. S. Lee, C.H. Chang. "CLVQ: crosslanguage video question/answering system", The 6th IEEE international symposium on multimedia software engineering, 2004.
27. Y. C. Wu, J. C. Yang. "A Robust Passage Retrieval Algorithm for Video Question Answering", IEEE Trans. on Circuits and Systems for Video Technology, Vol. 18, No. 10, Oct. 2008.
28. Y. S. Lee, Y. C. Wu, J.C. Yang. "BVideoQA: Online English/Chinese Bilingual Video Question Answering", Journal of the American Society for Information Science and Technology, 60(3):509-525, 2009.
29. Yahoo alpha search: http://au.alpha.yahoo.com/.