Abstract
It has recently become a common practice for people to post their sightseeing experiences on weblogs (blogs). Their blog entries often contain valuable information for potential tourists, who can learn about various aspects not found on the official websites of sightseeing spots. Bloggers provide images, videos and texts regarding the places they visited. This implies that popular travel routes could be extracted according to the information available in blogs. In this paper, we describe a system that extracts typical visitor’s travel routes based on blog entries and that presents multimedia content relevant to those routes. Typical travel routes are extracted by using a sequential pattern mining method. We also introduce a new user interface for presenting multimedia content along the route in a proactive manner. The system works as an automatically generated tour guide accessible from a PC or a mobile device.
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References
Agrawal, R., Srikant, R.: Fast algorithms for mining association rules. In: Proc. 20th Int. Conf. Very Large Data Bases, VLDB, pp. 487–499 (1994)
Agrawal, R., Srikant, R.: Mining sequential patterns. In: The 11th Int. Conf. on Data Engineering, Taipei, Taiwan, pp. 3–14. IEEE Computer Society Press, Los Alamitos (1995)
Srikant, R., Agrawal, R.: Mining sequential patterns: Generalizations and performance improvements. In: Apers, P.M.G., Bouzeghoub, M., Gardarin, G. (eds.) EDBT 1996. LNCS, vol. 1057, pp. 3–17. Springer, Heidelberg (1996)
Zaki, M.J.: SPADE: An efficient algorithm for mining frequent sequences. Machine Learning 42(1), 31–60 (2001)
Pei, J., Han, J., Mortazavi-Asl, B., Pinto, H., Chen, Q., Dayal, U., Hsu, M.C.: PrefixSpan mining sequential patterns efficiently by prefix projected pattern growth. In: Proc. 2001 Int. Conf. Data Engineering (ICDE 2001), Germany, pp. 215–224 (2001)
Uematsu, H., Numa, K., Tokunaga, T., Ohmukai, I., Takeda, H.: Ba-log: a proposal for the use of locational information in blog environment. In: The 6th Web and Ontology Workshop (2004)
Maplog, http://maplog.jp/
Kurashima, T., Tezuka, T., Tanaka, K.: Mining and visualization of visitor experiences from urban blogs. In: Bressan, S., Küng, J., Wagner, R. (eds.) DEXA 2006. LNCS, vol. 4080, Springer, Heidelberg (2006)
Tezuka, T., Tanaka, K.: Traveling in digital archive world: Sightseeing metaphor framework for enhancing user experiences in digital libraries. In: Fox, E.A., Neuhold, E.J., Premsmit, P., Wuwongse, V. (eds.) ICADL 2005. LNCS, vol. 3815, Springer, Heidelberg (2005)
Schilling, B.A., Zipf, A.: Generation of vrml city models for focus based tour animations: integration, modeling and presentation of heterogeneous geo-data sources. In: Proc. of the 8th Int. Conf. on 3D web technology (Web3D 2003), France, pp. 39–48 (2003)
Japanese Vocabulary System, http://www.ntt-tec.jp/technology/C404.html
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Kori, H., Hattori, S., Tezuka, T., Tanaka, K. (2006). Automatic Generation of Multimedia Tour Guide from Local Blogs. In: Cham, TJ., Cai, J., Dorai, C., Rajan, D., Chua, TS., Chia, LT. (eds) Advances in Multimedia Modeling. MMM 2007. Lecture Notes in Computer Science, vol 4351. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69423-6_67
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DOI: https://doi.org/10.1007/978-3-540-69423-6_67
Publisher Name: Springer, Berlin, Heidelberg
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