TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback

Vojkan Mihajlovic, Georgina Ramirez, Arjen P. de Vries, Djoerd Hiemstra, Henk Ernst Blok

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

10 Citations (Scopus)

Abstract

This paper discusses our participation in INEX using the TIJAH XML-IR system. We have enriched the TIJAH system, which follows a standard layered database architecture, with several new features. An extensible conceptual level processing unit has been added to the system. The algebra on the logical level and the implementation on the physical level have been extended to support phrase search and structural relevance feedback. The conceptual processing unit is capable of rewriting NEXI content-only and content-and-structure queries into the internal form, based on the retrieval model parameter specification, that is either predefined or based on relevance feedback. Relevance feedback parameters are produced based on the data fusion of result element score values and sizes, and relevance assessments. The introduction of new operators supporting phrase search in score region algebra on the logical level is discussed in the paper, as well as their implementation on the physical level using the pre-post numbering scheme. The framework for structural relevance feedback is also explained in the paper. We conclude with a preliminary analysis of the system performance based on INEX 2004 runs.
Original languageEnglish
Title of host publicationAdvances in XML Information Retrieval
Subtitle of host publicationThird International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, Germany, December 6-8, 2004, Revised Selected Papers
EditorsNorbert Fuhr, Mounia Lalmas, Saadia Malik, Zoltán Szlavik
Place of PublicationBerlin, Heidelberg
PublisherSpringer
Pages276-291
Number of pages16
ISBN (Electronic)978-3-540-32053-1
ISBN (Print)978-3-540-26166-7
DOIs
Publication statusPublished - 2005
Event3rd International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004 - Dagstuhl, Germany
Duration: 6 Dec 20048 Dec 2004
Conference number: 3

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume3493
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Workshop

Workshop3rd International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004
Abbreviated titleINEX
CountryGermany
CityDagstuhl
Period6/12/048/12/04

Fingerprint

Feedback
Algebra
Data fusion
Processing
XML
Mathematical operators
Specifications

Keywords

  • EWI-7296
  • IR-63515
  • DB-XMLIR: XML INFORMATION RETRIEVAL
  • METIS-225857
  • Relevance Feedback
  • Retrieval Model
  • Logical Level
  • Physical Level
  • Query Plan

Cite this

Mihajlovic, V., Ramirez, G., de Vries, A. P., Hiemstra, D., & Blok, H. E. (2005). TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback. In N. Fuhr, M. Lalmas, S. Malik, & Z. Szlavik (Eds.), Advances in XML Information Retrieval: Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, Germany, December 6-8, 2004, Revised Selected Papers (pp. 276-291). (Lecture Notes in Computer Science; Vol. 3493). Berlin, Heidelberg: Springer. https://doi.org/10.1007/11424550_22
Mihajlovic, Vojkan ; Ramirez, Georgina ; de Vries, Arjen P. ; Hiemstra, Djoerd ; Blok, Henk Ernst. / TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback. Advances in XML Information Retrieval: Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, Germany, December 6-8, 2004, Revised Selected Papers. editor / Norbert Fuhr ; Mounia Lalmas ; Saadia Malik ; Zoltán Szlavik. Berlin, Heidelberg : Springer, 2005. pp. 276-291 (Lecture Notes in Computer Science).
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title = "TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback",
abstract = "This paper discusses our participation in INEX using the TIJAH XML-IR system. We have enriched the TIJAH system, which follows a standard layered database architecture, with several new features. An extensible conceptual level processing unit has been added to the system. The algebra on the logical level and the implementation on the physical level have been extended to support phrase search and structural relevance feedback. The conceptual processing unit is capable of rewriting NEXI content-only and content-and-structure queries into the internal form, based on the retrieval model parameter specification, that is either predefined or based on relevance feedback. Relevance feedback parameters are produced based on the data fusion of result element score values and sizes, and relevance assessments. The introduction of new operators supporting phrase search in score region algebra on the logical level is discussed in the paper, as well as their implementation on the physical level using the pre-post numbering scheme. The framework for structural relevance feedback is also explained in the paper. We conclude with a preliminary analysis of the system performance based on INEX 2004 runs.",
keywords = "EWI-7296, IR-63515, DB-XMLIR: XML INFORMATION RETRIEVAL, METIS-225857, Relevance Feedback, Retrieval Model, Logical Level, Physical Level, Query Plan",
author = "Vojkan Mihajlovic and Georgina Ramirez and {de Vries}, {Arjen P.} and Djoerd Hiemstra and Blok, {Henk Ernst}",
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Mihajlovic, V, Ramirez, G, de Vries, AP, Hiemstra, D & Blok, HE 2005, TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback. in N Fuhr, M Lalmas, S Malik & Z Szlavik (eds), Advances in XML Information Retrieval: Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, Germany, December 6-8, 2004, Revised Selected Papers. Lecture Notes in Computer Science, vol. 3493, Springer, Berlin, Heidelberg, pp. 276-291, 3rd International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl, Germany, 6/12/04. https://doi.org/10.1007/11424550_22

TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback. / Mihajlovic, Vojkan; Ramirez, Georgina; de Vries, Arjen P.; Hiemstra, Djoerd; Blok, Henk Ernst.

Advances in XML Information Retrieval: Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, Germany, December 6-8, 2004, Revised Selected Papers. ed. / Norbert Fuhr; Mounia Lalmas; Saadia Malik; Zoltán Szlavik. Berlin, Heidelberg : Springer, 2005. p. 276-291 (Lecture Notes in Computer Science; Vol. 3493).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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AU - Blok, Henk Ernst

N1 - Imported from EWI/DB PMS [db-utwente:inpr:0000003643]

PY - 2005

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N2 - This paper discusses our participation in INEX using the TIJAH XML-IR system. We have enriched the TIJAH system, which follows a standard layered database architecture, with several new features. An extensible conceptual level processing unit has been added to the system. The algebra on the logical level and the implementation on the physical level have been extended to support phrase search and structural relevance feedback. The conceptual processing unit is capable of rewriting NEXI content-only and content-and-structure queries into the internal form, based on the retrieval model parameter specification, that is either predefined or based on relevance feedback. Relevance feedback parameters are produced based on the data fusion of result element score values and sizes, and relevance assessments. The introduction of new operators supporting phrase search in score region algebra on the logical level is discussed in the paper, as well as their implementation on the physical level using the pre-post numbering scheme. The framework for structural relevance feedback is also explained in the paper. We conclude with a preliminary analysis of the system performance based on INEX 2004 runs.

AB - This paper discusses our participation in INEX using the TIJAH XML-IR system. We have enriched the TIJAH system, which follows a standard layered database architecture, with several new features. An extensible conceptual level processing unit has been added to the system. The algebra on the logical level and the implementation on the physical level have been extended to support phrase search and structural relevance feedback. The conceptual processing unit is capable of rewriting NEXI content-only and content-and-structure queries into the internal form, based on the retrieval model parameter specification, that is either predefined or based on relevance feedback. Relevance feedback parameters are produced based on the data fusion of result element score values and sizes, and relevance assessments. The introduction of new operators supporting phrase search in score region algebra on the logical level is discussed in the paper, as well as their implementation on the physical level using the pre-post numbering scheme. The framework for structural relevance feedback is also explained in the paper. We conclude with a preliminary analysis of the system performance based on INEX 2004 runs.

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KW - METIS-225857

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KW - Retrieval Model

KW - Logical Level

KW - Physical Level

KW - Query Plan

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SN - 978-3-540-26166-7

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EP - 291

BT - Advances in XML Information Retrieval

A2 - Fuhr, Norbert

A2 - Lalmas, Mounia

A2 - Malik, Saadia

A2 - Szlavik, Zoltán

PB - Springer

CY - Berlin, Heidelberg

ER -

Mihajlovic V, Ramirez G, de Vries AP, Hiemstra D, Blok HE. TIJAH at INEX 2004 - Modeling Phrases and Relevance Feedback. In Fuhr N, Lalmas M, Malik S, Szlavik Z, editors, Advances in XML Information Retrieval: Third International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2004, Dagstuhl Castle, Germany, December 6-8, 2004, Revised Selected Papers. Berlin, Heidelberg: Springer. 2005. p. 276-291. (Lecture Notes in Computer Science). https://doi.org/10.1007/11424550_22