Automatically generating queries for prior art search

Erik Graf; Leif Azzopardi; Keith van Rijsbergen

doi:10.1007/978-3-642-15754-7_58

Automatically generating queries for prior art search

Erik Graf, Leif Azzopardi, Keith van Rijsbergen

Computer And Information Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

3 Citations (Scopus)

Abstract

This paper outlines our participation in CLEF-IP’s 2009 prior art search task. In the task’s initial year our focus lay on the automatic generation of effective queries. To this aim we conducted a preliminary analysis of the distribution of terms common to topics and their relevant documents, with respect to term frequency and document frequency. Based on the results of this analysis we applied two methods to extract queries. Finally we tested the effectiveness of the generated queries on two state of the art retrieval models.

Original language	English
Title of host publication	Multilingual Information Access Evaluation I. Text Retrieval Experiments
Subtitle of host publication	10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers
Editors	Carol Peters, Giorgio Maria Di Nunzio, Mikko Kurimo, Thomas Mandl, Djamel Mostefa, Anselmo Peñas, Giovanna Roda
Place of Publication	Berlin, Heidelberg
Publisher	Springer-Verlag
Pages	480-490
Number of pages	11
ISBN (Electronic)	9783642157547
ISBN (Print)	9783642157530
DOIs	https://doi.org/10.1007/978-3-642-15754-7_58
Publication status	Published - 3 Sept 2010
Event	10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009 - Corfu, Greece Duration: 30 Sept 2009 → 2 Oct 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	6241 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009
Country/Territory	Greece
City	Corfu
Period	30/09/09 → 2/10/09

Keywords

art retrieval

Access to Document

10.1007/978-3-642-15754-7_58

Cite this

Graf, E., Azzopardi, L., & van Rijsbergen, K. (2010). Automatically generating queries for prior art search. In C. Peters, G. M. Di Nunzio, M. Kurimo, T. Mandl, D. Mostefa, A. Peñas, & G. Roda (Eds.), Multilingual Information Access Evaluation I. Text Retrieval Experiments: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers (pp. 480-490). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6241 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-642-15754-7_58

Graf, Erik ; Azzopardi, Leif ; van Rijsbergen, Keith. / Automatically generating queries for prior art search. Multilingual Information Access Evaluation I. Text Retrieval Experiments: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers. editor / Carol Peters ; Giorgio Maria Di Nunzio ; Mikko Kurimo ; Thomas Mandl ; Djamel Mostefa ; Anselmo Peñas ; Giovanna Roda. Berlin, Heidelberg : Springer-Verlag, 2010. pp. 480-490 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Graf, E, Azzopardi, L & van Rijsbergen, K 2010, Automatically generating queries for prior art search. in C Peters, GM Di Nunzio, M Kurimo, T Mandl, D Mostefa, A Peñas & G Roda (eds), Multilingual Information Access Evaluation I. Text Retrieval Experiments: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6241 LNCS, Springer-Verlag, Berlin, Heidelberg, pp. 480-490, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, 30/09/09. https://doi.org/10.1007/978-3-642-15754-7_58

Automatically generating queries for prior art search. / Graf, Erik; Azzopardi, Leif; van Rijsbergen, Keith.
Multilingual Information Access Evaluation I. Text Retrieval Experiments: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers. ed. / Carol Peters; Giorgio Maria Di Nunzio; Mikko Kurimo; Thomas Mandl; Djamel Mostefa; Anselmo Peñas; Giovanna Roda. Berlin, Heidelberg: Springer-Verlag, 2010. p. 480-490 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6241 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

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Graf E, Azzopardi L, van Rijsbergen K. Automatically generating queries for prior art search. In Peters C, Di Nunzio GM, Kurimo M, Mandl T, Mostefa D, Peñas A, Roda G, editors, Multilingual Information Access Evaluation I. Text Retrieval Experiments: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers. Berlin, Heidelberg: Springer-Verlag. 2010. p. 480-490. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-15754-7_58

Automatically generating queries for prior art search

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Keywords

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