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First query term extraction from current webpage for mobile applications

Published: 01 December 2010 Publication History

Abstract

Inputting query terms on a mobile terminal is frustrating because of device limitations though mobile web search is becoming popular. Query prediction is a promising approach for mobile search. In the literature, however, little attention has been paid to the first query term, though there are many reports on query expansion or second query recommendation. In this paper, we propose a first query prediction method that enables users to search related information for the current browsed webpage with an easier interface such as touch operation without any background search processes. The proposed method consists of body-text extraction, candidate query term extraction, and a scoring process. We also implemented a one-touch search application that works for Japanese webpages at a practical speed on a smartphone. According to our closed evaluation with 299 webpages and open evaluation with 14 users, our method achieved practical quality.

References

[1]
Aarts, E. and Korst, J. 1988. Simulated Annealing and Boltzmann Machines. John Wiley and Sons Inc., New York, NY.
[2]
Antonellis, I., Garcia-Molina, H., and Chang, C. 2008. Simrank++: query rewriting through link analysis of the clickgraph (poster). In Proceeding of the 17th international Conference on World Wide Web (Beijing, China, April 21--25, 2008). WWW '08. ACM, New York, NY, 1177--1178. DOI=http://doi.acm.org/10.1145/1367497.1367714.
[3]
Bellotti, V., Begole, B., Chi, E. H., Ducheneaut, N., Fang, J., Isaacs, E., King, T., Newman, M. W., Partridge, K., Price, B., Rasmussen, P., Roberts, M., Schiano, D. J., and Walendowski, A. 2008. Activity-based serendipitous recommendations with the Magitti mobile leisure guide. In Proceeding of the Twenty-Sixth Annual SIGCHI Conference on Human Factors in Computing Systems (Florence, Italy, April 05--10, 2008). CHI '08. ACM, New York, NY, 1157--1166. DOI=http://doi.acm.org/10.1145/1357054.1357237.
[4]
Borthwick, A. E. 1999 A Maximum Entropy Approach to Named Entity Recognition. Doctoral Thesis. UMI Order Number: AAI9945252., New York University.
[5]
Church, K. and Smyth, B. 2009. Understanding the intent behind mobile information needs. In Proceedings of the 13th international Conference on intelligent User interfaces (Sanibel Island, Florida, USA, February 08--11, 2009). IUI '09. ACM, New York, NY, 247--256. DOI=http://doi.acm.org/10.1145/1502650.1502686.
[6]
Cui, H., Wen, J., Nie, J., and Ma, W. 2003. Query Expansion by Mining User Logs. IEEE Trans. on Knowl. and Data Eng. 15, 4 (Jul. 2003), 829--839. DOI=http://dx.doi.org/10.1109/TKDE.2003.1209002.
[7]
Hart, P. E. and Graham, J. 1997. Query-Free Information Retrieval. IEEE Expert: Intelligent Systems and Their Applications 12, 5 (Sep. 1997), 32--37. DOI=http://dx.doi.org/10.1109/64.621226.
[8]
He, Q., Jiang, D., Liao, Z., Hoi, S. C., Chang, K., Lim, E., and Li, H. 2009. Web Query Recommendation via Sequential Query Prediction. In Proceedings of the 2009 IEEE international Conference on Data Engineering (March 29 - April 02, 2009). ICDE. IEEE Computer Society, Washington, DC, 1443--1454. DOI=http://dx.doi.org/10.1109/ICDE.2009.71.
[9]
Henzinger, M., Chang, B., Milch, B., and Brin, S. 2005. Query-Free News Search. World Wide Web 8, 2 (Jun. 2005), 101--126. DOI=http://dx.doi.org/10.1007/s11280-004-4870-6.
[10]
Kamvar, M., Kellar, M., Patel, R., and Xu, Y. 2009. Computers and iphones and mobile phones, oh my!: a logs-based comparison of search users on different devices. In Proceedings of the 18th international Conference on World Wide Web (Madrid, Spain, April 20--24, 2009). WWW '09. ACM, New York, NY, 801--810. DOI=http://doi.acm.org/10.1145/1526709.1526817.
[11]
Kraft, R., Chang, C. C., Maghoul, F., and Kumar, R. 2006. Searching with context. In Proceedings of the 15th international Conference on World Wide Web (Edinburgh, Scotland, May 23--26, 2006). WWW '06. ACM, New York, NY, 477--486. DOI=http://doi.acm.org/10.1145/1135777.1135847.
[12]
Kraft, R., Maghoul, F., and Chang, C. C. 2005. Y!Q: contextual search at the point of inspiration. In Proceedings of the 14th ACM international Conference on information and Knowledge Management (Bremen, Germany, October 31 - November 05, 2005). CIKM '05. ACM, New York, NY, 816--823. DOI=http://doi.acm.org/10.1145/1099554.1099746.
[13]
Lieberman, H. 1995. Letizia: an agent that assists web browsing. In Proceedings of the 14th international Joint Conference on Artificial intelligence - Volume 1 (Montreal, Quebec, Canada, August 20--25, 1995). C. S. Mellish, Ed. International Joint Conference On Artificial Intelligence. Morgan Kaufmann Publishers, San Francisco, CA, 924--929.
[14]
Ma, Q. and Tanaka, K. 2005. Topic-structure-based complementary information retrieval and its application. ACM Transactions on Asian Language Information Processing (TALIP) 4, 4 (Dec. 2005), 475--503. DOI=http://doi.acm.org/10.1145/1113308.1113314.
[15]
Menemenis, F., Papadopoulos, S., Bratu, B., Waddington, S., and Kompatsiaris, Y. 2008. AQUAM: automatic query formulation architecture for mobile applications. In Proceedings of the 7th international Conference on Mobile and Ubiquitous Multimedia (Umeå, Sweden, December 03--05, 2008). MUM '08. ACM, New York, NY, 32--39. DOI=http://doi.acm.org/10.1145/1543137.1543144.
[16]
Okamoto, M., Kikuchi, M., and Yamasaki, T. 2008. One-button search extracts wider interests: an empirical study with video bookmarking search. In Proceedings of the 31st Annual international ACM SIGIR Conference on Research and Development in information Retrieval (Singapore, Singapore, July 20--24, 2008). SIGIR '08. ACM, New York, NY, 779--780. DOI=http://doi.acm.org/10.1145/1390334.1390500.
[17]
Rahurkar, M. and Cucerzan, S. 2008. Predicting when browsing context is relevant to search. In Proceedings of the 31st Annual international ACM SIGIR Conference on Research and Development in information Retrieval (Singapore, Singapore, July 20--24, 2008). SIGIR '08. ACM, New York, NY, 841--842. DOI=http://doi.acm.org/10.1145/1390334.1390532.
[18]
Sakai, T. Advanced Technologies for Information Access. International Journal of Computer Processing of Oriental Languages, 18, 2 (2005), 95--113.
[19]
Sakai, T., Saito, Y., Ichimura, Y., Koyama, M., Kokubu, T., and Manabe, T. 2006. ASKMi: A Japanese Question Answering System based on Semantic Role Analysis. In Proceedings of Recherche d'Information Assistee par Ordinateur (Avignon, France, April 26--28, 2004). RIAO '04. CID, 215--231.
[20]
White, R. W., Bailey, P., and Chen, L. 2009. Predicting user interests from contextual information. In Proceedings of the 32nd international ACM SIGIR Conference on Research and Development in information Retrieval (Boston, MA, USA, July 19--23, 2009). SIGIR '09. ACM, New York, NY, 363--370. DOI=http://doi.acm.org/10.1145/1571941.1572005.
[21]
Yih, W., Goodman, J., and Carvalho, V. R. 2006. Finding advertising keywords on web pages. In Proceedings of the 15th international Conference on World Wide Web (Edinburgh, Scotland, May 23--26, 2006). WWW '06. ACM, New York, NY, 213--222. DOI=http://doi.acm.org/10.1145/1135777.1135813.
[22]
Yoshida, T., Nakamura, S., and Tanaka, K. 2007. WeBrowSearch: toward web browser with autonomous search. In Proceedings of the 8th international Conference on Web information Systems Engineering (Nancy, France, December 03--07, 2007). B. Benatallah, F. Casati, D. Georgakopoulos, C. Bartolini, W. Sadiq, and C. Godart, Eds. Lecture Notes In Computer Science. Springer-Verlag, Berlin, Heidelberg, 135--146.

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  • (2011)Designing mobile search interface with query term extractionProceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part III10.5555/2041420.2041430(67-76)Online publication date: 12-Sep-2011
  • (2011)Semi-automatic Evaluation System for Supporting Term Extraction Application DevelopmentProceedings of the 2011 IEEE Fifth International Conference on Semantic Computing10.1109/ICSC.2011.93(7-12)Online publication date: 18-Sep-2011

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    cover image ACM Other conferences
    MUM '10: Proceedings of the 9th International Conference on Mobile and Ubiquitous Multimedia
    December 2010
    239 pages
    ISBN:9781450304245
    DOI:10.1145/1899475
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 01 December 2010

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    Author Tags

    1. acceptability
    2. mobile search
    3. query term extraction

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    • (2011)Designing mobile search interface with query term extractionProceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part III10.5555/2041420.2041430(67-76)Online publication date: 12-Sep-2011
    • (2011)Semi-automatic Evaluation System for Supporting Term Extraction Application DevelopmentProceedings of the 2011 IEEE Fifth International Conference on Semantic Computing10.1109/ICSC.2011.93(7-12)Online publication date: 18-Sep-2011

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