Abstract
Travellers planning to visit particular tourist spots need information about their destination and they often use travel guidebooks to collect this information. However, guidebooks lack specific information, such as first-hand accounts by users who have visited the specific destination. To compensate for the lack of such information, we focused on travel blog entries and archives of answered questions. In this paper, we propose a method for enriching guidebooks by matching and aligning the information with blog entries and questions answered (QA) archives. This is a three-step method. In Step 1, we classify pages of guidebooks, blog entries, and QA archives into five types of content, such as “watch,” “dine,” etc. In Step 2, we align each blog entry and QA archive with guidebooks by taking these content types into account. In Step 3, we match each blog entry and QA archive with individual pages in guidebooks. We conducted some experiments, and confirmed the effectiveness of our method.
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- 1.
We employed a coarse-to-fine alignment, that is to align in a coarse (guidebook) level (Step 2), then in a fine (page) level (Step 3).
- 2.
For example, if we collect words that are peculiar to “watch” type, we compare words in type “watch” blog entries with other ones.
References
Bressan, M., Csurka, G., Hoppenot, Y., & Renders, J. M. (2008). Travel blog assistant system (TBAS) – An example scenario of how to enrich text with images and images with text using online multimedia repositories. Proceedings of VISAPP Workshop on Metadata Mining for Image Understanding.
Csurka, G., Dance, C. R., Fan, L., Willamowski, J., & Bray, C. (2004). Visual categorization with bags of keypoints. Proceedings of ECCV International Workshop on Statistical Learning in Computer Vision, pp. 1–22.
He, Q., Pei, J., Kifer, D., Mitra, P., & Giles, C. L. (2010). Context-aware citation recommendation. Proceedings of the 19th International WWW Conference, pp. 421–430.
Kando, N. (1997). Text-level structure of research papers: Implications for text-based information processing systems. Proceedings of British Computer Society Annual Colloquium of Information Retrieval Research, pp. 68–81.
Lu, X., Pang, Y., Hao, Q., & Zhang, L. (2009). Visualizing textual travelogue with location-relevant images. Proceedings of the 2009 International Workshop on Location Based Social Networks, pp. 65–68.
Nanba, H., Taguma, H., Ozaki, T., Kobayashi, D., Ishino, A., & Takezawa, T. (2009). Automatic compilation of travel information from automatically identified travel blogs. Proceedings of Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics and the 4th International Joint Conference on Natural Language Processing, pp. 205–208.
Nie, L., Wang, M., Gao, Y., Zha, Z.-J., & Chua, T.-S. (2013). Beyond text QA: Multimedia answer generation by harvesting web information. IEEE Transactions on Multimedia, 15(2), 426–441.
Rakesh, A., Sreenivas, G., Anitha, K., & Kishnaram, K. (2011). Enriching textbooks with images. Proceedings of the 20th ACM Conference on Information and Knowledge Management, pp. 1847–1856.
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© 2016 Springer International Publishing Switzerland
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Fujii, K., Nanba, H., Takezawa, T., Ishino, A. (2016). Enriching Travel Guidebooks with Travel Blog Entries and Archives of Answered Questions. In: Inversini, A., Schegg, R. (eds) Information and Communication Technologies in Tourism 2016. Springer, Cham. https://doi.org/10.1007/978-3-319-28231-2_12
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DOI: https://doi.org/10.1007/978-3-319-28231-2_12
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