Abstract
This paper proposes an approach for query reformulation based on the generation of appropriate query-biased concepts. Query-biased concepts are generated from retrieved documents using their content and structure. In this paper, we focus on three aspects of the concept generation; the selection of query-biased concepts from retrieved documents, the effect of the structure, and the number of retrieved documents used for generating the concepts.
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References
Chang, Y., Kim, M., Raghavan, V.V.: Construction of query concepts based on feature clustering of documents. Information Retrieval 9(3), 231–248 (2006)
Frakes, W.B., Baeza-Yates, R.: Information Retrieval: Data Structures and Algorithms. Prentice Hall, Englewood Cliffs (1992)
Malik, S., Lalmas, M., Fuhr, N.: Overview of INEX 2005. In: Fuhr, N., Lalmas, M., Malik, S., Kazai, G. (eds.) INEX 2005. LNCS, vol. 3977, pp. 1–15. Springer, Heidelberg (2006)
Nakata, K., Voss, A., Juhnke, M., Kreifelts, T.: Collaborative concept extraction from documents. In: 2nd International Conference on Practical Aspects of Knowledge management, pp. 29–30. Basel (1998)
Qiu, Y., Frei, H.P.: Concept based query expansion. In: 16th annual international ACM SIGIR conference on Research and Development in Information Retrieval, pp. 160–170. ACM press, Pittsburgh (1993)
Rocchio, J.J.: Relevance Feedback in Information retrieval. In: Salton, G. (ed.) The SMART retrieval system – experiments in automatic document processing, pp. 313–323 (1971)
Rölleke, T., Lübeck, R., Kazai, G.: The HySpirit Retrieval Platform. In: ACM SIGIR Demonstration, New Orleans (2001)
Ruthven, I., Lalmas, M.: A survey on the use of relevance feedback for information access systems. Knowledge Engineering Review 18(1), 95–145 (2003)
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Chang, Y., Wang, J., Lalmas, M. (2008). Generation of Query-Biased Concepts Using Content and Structure for Query Reformulation. In: Kapetanios, E., Sugumaran, V., Spiliopoulou, M. (eds) Natural Language and Information Systems. NLDB 2008. Lecture Notes in Computer Science, vol 5039. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69858-6_14
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DOI: https://doi.org/10.1007/978-3-540-69858-6_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-69857-9
Online ISBN: 978-3-540-69858-6
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