A Language Modeling Approach to TREC

Djoerd Hiemstra, W. Kraaij

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

39 Downloads (Pure)

Abstract

In this paper we present the language modeling approach to information retrieval as a toolbox to systematically combine information from dierent sources. Four TREC subtasks (Ad Hoc, Entry Page, Adaptive Filtering and Cross-language) are used to illustrate the application of language models to dierent information retrieval problems.
Original languageUndefined
Title of host publicationTREC: Experimentation and Evaluation in Information Retrieval
EditorsE.M Voorhees, D. Harman
Place of PublicationCambridge, USA
PublisherMIT Press
Pages373-396
Number of pages24
ISBN (Print)978-0-262-22073-6
Publication statusPublished - Sep 2005

Publication series

NameDigital Libraries and Electronic Publishing
PublisherMIT Press

Keywords

  • EWI-7426
  • DB-IR: INFORMATION RETRIEVAL
  • METIS-225872
  • IR-66481

Cite this

Hiemstra, D., & Kraaij, W. (2005). A Language Modeling Approach to TREC. In E. M. Voorhees, & D. Harman (Eds.), TREC: Experimentation and Evaluation in Information Retrieval (pp. 373-396). (Digital Libraries and Electronic Publishing). Cambridge, USA: MIT Press.
Hiemstra, Djoerd ; Kraaij, W. / A Language Modeling Approach to TREC. TREC: Experimentation and Evaluation in Information Retrieval. editor / E.M Voorhees ; D. Harman. Cambridge, USA : MIT Press, 2005. pp. 373-396 (Digital Libraries and Electronic Publishing).
@inbook{a71a8cf7950d43aa840ed19b27c6aca6,
title = "A Language Modeling Approach to TREC",
abstract = "In this paper we present the language modeling approach to information retrieval as a toolbox to systematically combine information from dierent sources. Four TREC subtasks (Ad Hoc, Entry Page, Adaptive Filtering and Cross-language) are used to illustrate the application of language models to dierent information retrieval problems.",
keywords = "EWI-7426, DB-IR: INFORMATION RETRIEVAL, METIS-225872, IR-66481",
author = "Djoerd Hiemstra and W. Kraaij",
note = "Imported from DB PMS [db-utwente:inbo:0000003574]",
year = "2005",
month = "9",
language = "Undefined",
isbn = "978-0-262-22073-6",
series = "Digital Libraries and Electronic Publishing",
publisher = "MIT Press",
pages = "373--396",
editor = "E.M Voorhees and D. Harman",
booktitle = "TREC: Experimentation and Evaluation in Information Retrieval",

}

Hiemstra, D & Kraaij, W 2005, A Language Modeling Approach to TREC. in EM Voorhees & D Harman (eds), TREC: Experimentation and Evaluation in Information Retrieval. Digital Libraries and Electronic Publishing, MIT Press, Cambridge, USA, pp. 373-396.

A Language Modeling Approach to TREC. / Hiemstra, Djoerd; Kraaij, W.

TREC: Experimentation and Evaluation in Information Retrieval. ed. / E.M Voorhees; D. Harman. Cambridge, USA : MIT Press, 2005. p. 373-396 (Digital Libraries and Electronic Publishing).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

TY - CHAP

T1 - A Language Modeling Approach to TREC

AU - Hiemstra, Djoerd

AU - Kraaij, W.

N1 - Imported from DB PMS [db-utwente:inbo:0000003574]

PY - 2005/9

Y1 - 2005/9

N2 - In this paper we present the language modeling approach to information retrieval as a toolbox to systematically combine information from dierent sources. Four TREC subtasks (Ad Hoc, Entry Page, Adaptive Filtering and Cross-language) are used to illustrate the application of language models to dierent information retrieval problems.

AB - In this paper we present the language modeling approach to information retrieval as a toolbox to systematically combine information from dierent sources. Four TREC subtasks (Ad Hoc, Entry Page, Adaptive Filtering and Cross-language) are used to illustrate the application of language models to dierent information retrieval problems.

KW - EWI-7426

KW - DB-IR: INFORMATION RETRIEVAL

KW - METIS-225872

KW - IR-66481

M3 - Chapter

SN - 978-0-262-22073-6

T3 - Digital Libraries and Electronic Publishing

SP - 373

EP - 396

BT - TREC: Experimentation and Evaluation in Information Retrieval

A2 - Voorhees, E.M

A2 - Harman, D.

PB - MIT Press

CY - Cambridge, USA

ER -

Hiemstra D, Kraaij W. A Language Modeling Approach to TREC. In Voorhees EM, Harman D, editors, TREC: Experimentation and Evaluation in Information Retrieval. Cambridge, USA: MIT Press. 2005. p. 373-396. (Digital Libraries and Electronic Publishing).