Abstract
We propose a novel retrieval method for a very large-scale news video archive based on human relations extracted from the archive itself. This paper presents the idea and the implementation of the method, and also introduces the trackThem interface that enables the retrieval and at the same time track down the relations. Although detailed evaluations are yet to be done, we have found interesting relations through the exploration of the archive by making use of the proposed interface.
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References
Christel, M.G., Olligschlaeger, M., Huang, C.: Interactive maps for a digital video library. IEEE Multimedia 7(1), 60–67 (2000)
Duygulu, P., Pan, J.-Y., Forsyth, D.A.: Towards auto-documentary: Tracking the evolution of news stories. In: Proc. Twelfth ACM Intl. Conf. on Multimedia, pp. 820–827 (2004)
Golbeck, J., Hendler, J.: Reputation network analysis for email filtering. In: Proc. First Intl. Conf. on Email and Anti-Spam (2004)
Ide, I., Hamada, R., Sakai, S., Tanaka, H.: Semantic analysis of television news captions referring to suffixes. In: Proc. Fourth Intl. Workshop on Information Retrieval with Asian Languages, pp. 37–42 (1999)
Ide, I., Mo, H., Katayama, N., Satoh, S.: Topic threading for structuring a large-scale news video archive. In: Enser, P.G.B., Kompatsiaris, Y., O’Connor, N.E., Smeaton, A., Smeulders, A.W.M. (eds.) CIVR 2004. LNCS, vol. 3115, pp. 123–131. Springer, Heidelberg (2004)
Katayama, N., Mo, H., Ide, I., Satoh, S.: Mining large-scale broadcast video archives towards inter-video structuring. In: Aizawa, K., Nakamura, Y., Satoh, S. (eds.) PCM 2004. LNCS, vol. 3332, pp. 489–496. Springer, Heidelberg (2004)
Kautz, H., Selman, B., Shah, M.: The hidden web. AI Magazine 18(2), 27–36 (1997)
Matsuo, Y., Mori, J., Asada, Y., Hasida, K., Ishizuka, M.: Mining large-scale social network of researcher from the web. In: Proc. Fifteenth Intl. Sunbelt Social Network Conf. (2005)
National Institute of Standards and Technology: TREC Video Retrieval Evaluation, http://www-nlpir.nist.gov/projects/trecvid/
Yang, H., Chaisorn, L., Zhao, Y., Neo, S.-Y., Chua, T.-S.: VideoQA: Question and answering on news video. In: Proc. Eleventh ACM Intl. Conf. on Multimedia, pp. 632–641 (2003)
Yoshikane, F., Kageura, K.: Comparative analysis of coauthorship networks of different domains: The growth and change of networks. Scientometrics 60(3), 435–446 (2004)
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Ide, I., Kinoshita, T., Mo, H., Katayama, N., Satoh, S. (2005). trackThem: Exploring a Large-Scale News Video Archive by Tracking Human Relations. In: Lee, G.G., Yamada, A., Meng, H., Myaeng, S.H. (eds) Information Retrieval Technology. AIRS 2005. Lecture Notes in Computer Science, vol 3689. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11562382_42
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DOI: https://doi.org/10.1007/11562382_42
Publisher Name: Springer, Berlin, Heidelberg
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