Exploring structured documents and query formulation techniques for patent retrieval

Walid Magdy, Johannes Leveling, Gareth J F Jones

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Abstract

This paper presents the experiments and results of DCU in CLEF-IP 2009. Our work applied standard information retrieval (IR) techniques to patent search. Different experiments tested various methods for the patent retrieval, including query formulation, structured index, weighted fields, document filtering, and blind relevance feedback. Some methods did not show expected good retrieval effectiveness such as blind relevance feedback, other experiments showed acceptable performance. Query formulation was the key to achieving better retrieval effectiveness, and this was performed through assigning higher weights to certain document fields. Further experiments showed that for longer queries, better results are achieved but at the expense of additional computations. For the best runs, the retrieval effectiveness is still lower than for IR applications for other domains, illustrating the difficulty of patent search. The official results have shown that among fifteen participants we achieved the seventh and the fourth ranks from the mean average precision (MAP) and recall point of view, respectively.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pages410-417
Number of pages8
Volume6241 LNCS
DOIs
Publication statusPublished - 5 Nov 2010
Externally publishedYes
Event10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009 - Corfu, Greece
Duration: 30 Sep 20092 Oct 2009

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6241 LNCS
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009
CountryGreece
CityCorfu
Period30/9/092/10/09

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ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

Magdy, W., Leveling, J., & Jones, G. J. F. (2010). Exploring structured documents and query formulation techniques for patent retrieval. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6241 LNCS, pp. 410-417). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6241 LNCS). https://doi.org/10.1007/978-3-642-15754-7_48