Abstract
While trying to understand and characterize users’ behavior online, the temporal dimension has received little attention by the research community. This exploratory study uses two collections of web search queries to investigate the use of temporal information needs. Using state-of-the-art information extraction techniques we identify temporal expressions in these queries. We find that temporal expressions are rarely used (1.5% of queries) and, when used, they are related to current and past events. Also, there are specific topics where the use of temporal expressions is more visible.
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References
Alonso, O., Gertz, M., Baeza-Yates, R.: On the value of temporal information in information retrieval. ACM SIGIR Forum 41(2), 35–41 (2007)
Bar-Ilan, J.: Access to query logs - an academic researcher’s point of view. In: Query Log Analysis: Social And Technological Challenges Workshop. 16th International World Wide Web Conference (WWW 2007) (May 2007)
Beitzel, S.M., Jensen, E.C., Chowdhury, A., Grossman, D., Frieder, O.: Hourly analysis of a very large topically categorized web query log. In: SIGIR 2004: Proceedings of the 27th annual international conference on Research and development in information retrieval, pp. 321–328. ACM Press, New York (2004)
Beitzel, S.M., Jensen, E.C., Frieder, O., Lewis, D.D., Chowdhury, A., Kolcz, A.: Improving automatic query classification via semi-supervised learning. In: ICDM 2005: Proceedings of the Fifth IEEE International Conference on Data Mining, Houston, Texas, USA, November 2005, pp. 42–49 (2005)
Ferro, L., Mani, I., Sundheim, B., Wilson, G.: TIDES temporal annotation guidelines (v. 1.0.2). Technical report, The MITRE Corporation, Virginia (June 2001)
Mani, I., Pustejovsky, J., Sundheim, B.: Introduction to the special issue on temporal information processing. ACM Transactions on Asian Language Information Processing (TALIP) 3(1), 1–10 (2004)
Mani, I., Wilson, G.: Robust temporal processing of news. In: Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics (ACL2000), Hong Kong, pp. 69–76 (2000)
Pass, G., Chowdhury, A., Torgeson, C.: A picture of search. In: InfoScale 2006: Proceedings of the 1st international conference on Scalable information systems, ACM Press, New York (2006)
Wong, K.-F., Xia, Y., Li, W., Yuan, C.: An overview of temporal information extraction. International Journal of Computer Processing of Oriental Languages 18(2), 137–152 (2005)
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Nunes, S., Ribeiro, C., David, G. (2008). Use of Temporal Expressions in Web Search. In: Macdonald, C., Ounis, I., Plachouras, V., Ruthven, I., White, R.W. (eds) Advances in Information Retrieval. ECIR 2008. Lecture Notes in Computer Science, vol 4956. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78646-7_59
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DOI: https://doi.org/10.1007/978-3-540-78646-7_59
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-78645-0
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