Abstract
We propose and evaluate a recommendation method that considers region-restrictedness. In our previous work, we defined a spot as an establishment such as a restaurant, amusement facility, or tourist attraction in the real world. A spot with high region-restrictedness indicates that the spot is located in a restricted area but not in a user’s home area. We defined the region-restrictedness score to extract region-restricted phrases from text data about spots (such as promotional descriptions about spots). Then, spots including these phrases are recommended to the user. In this paper, we present our proposed method and discuss it on the basis of quantitative and qualitative experimental results.
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References
Google maps, http://maps.google.com/
Yahoo! maps, http://maps.yahoo.com/
Oku, K., Hattori, F.: Basic study on a recommendation method considering region-restrictedness of spots. In: Yoshikawa, M., Meng, X., Yumoto, T., Ma, Q., Sun, L., Watanabe, C. (eds.) DASFAA 2010. LNCS, vol. 6193, pp. 353–364. Springer, Heidelberg (2010)
Tezuka, T., Kondo, H., Tanaka, K.: Estimation of relevant regions for web content by gaussian mixture models for object level local search. Information Processing Society of Japan: Database 1(1), 13–25 (2008) (in Japanese)
Tarumi, H., Morishita, K., Kambayashi, Y.: Public applications of spacetag and their impacts, digital cities: Technologies, experiences and future perspectives. In: Ishida, T., Isbister, K. (eds.) Digital Cities 1999. LNCS, vol. 1765, pp. 350–363. Springer, Heidelberg (2000)
Abowd, G.D., Atkeson, C.G., Hong, J., Long, S., Kooper, R., Pinkerton, M.: Cyberguide: A mobile context-aware tour guide. Wireless Networks 3(5), 421–433 (1997)
Sumi, Y., Etani, T., Fels, S., Simonet, N., Kobayashi, K., Mase, K.: C-map: Building a context-aware mobile assistant for exhibition tours. In: Community Computing and Support Systems, Social Interaction in Networked Communities, pp. 137–154. Springer, London (1998)
Cheverst, K., Davies, N., Mitchell, K., Friday, A.: Experiences of developing and deploying a context-aware tourist guide: the guide project. In: Proceedings of the 6th Annual international Conference on Mobile Computing and Networking (MobiCom 2000), pp. 20–31. ACM, New York (2000)
Gournavi, http://www.gnavi.co.jp/en/
Chasen, http://chasen.naist.jp/hiki/ChaSen/ (in Japanese)
Bollegala, D., Matsuo, Y., Ishizuka, M.: Measuring semantic similarity between words using web search engines. In: WWW 2007 (2007)
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Oku, K., Hattori, F. (2011). Investigation of Recommendation Method Considering Region-Restrictedness of Spots. In: Tanaka, K., Fröhlich, P., Kim, KS. (eds) Web and Wireless Geographical Information Systems. W2GIS 2011. Lecture Notes in Computer Science, vol 6574. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19173-2_5
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DOI: https://doi.org/10.1007/978-3-642-19173-2_5
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19172-5
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