Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/62437.62469acmconferencesArticle/Chapter ViewAbstractPublication PagesirConference Proceedingsconference-collections
Article
Free access

Towards interactive query expansion

Published: 01 May 1988 Publication History

Abstract

In an era of online retrieval, it is appropriate to offer guidance to users wishing to improve their initial queries. One form of such guidance could be short lists of suggested terms gathered from feedback, nearest neighbors, and term variants of original query terms. To verify this approach, a series of experiments were run using the Cranfield test collection to discover techniques to select terms for these lists that would be effective for further retrieval. The results show that significant improvement can be expected from this approach to query expansion.

References

[1]
Croft W.B., "Experiment# with Representation in a Document P, etrievai System", Inlormation Technology: Research and Development 2 (1983)# pp. 1-21.
[2]
Dennis S.F., "The Construction of a Thesaurus Automatically frc,m a Sample of Text",Symposium Proceedings, StalJstical Assflciation Me;,hods for Mechanized Documentation, 1964. (National Bureau of Standards Miscellaneous Publication 269).
[3]
Harman D., "An Experimental Study of Factors Imporlant in Document Ranking", Procecxtings of the 1986 ACM Conference on Research and Developments in Information Retrieval, Pis,-t, 1986.
[4]
Harman D., "A Failure Analysis on the L#mimtion of Suffixing in an Online Environmerit", Proceedings of the Tenth Annual International Conference on Research and Developments in Information Retrieval, New Orleans, 1987.
[5]
Harper D.j. and van Rijsbergen C.J., "An Evaluation of Feedback in Dcx:ument Retrieval using Co-Occurrence Data", Journal of Documentation, Vol. 34, No. 3, pp. 189-216, 1978.
[6]
Lennon M., Peirce D., Tarry B. and Willett P., "An Evaluation of Some Conflation Algorithms for Information Retrieval", Journal of Information Science 3, pp. 177-188, 1981.
[7]
Lovins J.B., "Development of a Stemming Algorithm", Mechanical Translation and ComputaUonal Linguistics 11, March 1968, pp. 22-31.
[8]
Porter M.F., "An Algorithm for Suffix Stripping", Program, Vol. 14, July 1980, pp. 130- 137.
[9]
Porter M.F., "Implementing a Probabilistic Information Retrieval System", Information Technology: Research and Development 1 (1982), pp. 131-156.
[10]
Robertson S.E. and Sparck Jones K., "Relevance Weighting of search terms", Journal of the ASIS, Vol. 27, No. 3, pp. 129-146, 1976.
[11]
Rocchio J.J., Jr., Relevance Feedback in Information Retrieval, Chapter I4 in {SAL-TON68}.
[12]
Salton G., The SMART Retrieval System--Experiments in Automatic Document Processing, Prentice-Hall, Englewood Cliffs, N.J, 1968.
[13]
Salton G., "Evaluation Problerns in Interactive Information Retrieval", lnfomaation Storage Retrieval, VoL. 6, pp. 29-44, 1970.
[14]
Salton G. and McGill M., Intro#luction to Modem Information Retrieval, McGraw-HiU Book Company, New York, 1983.
[15]
Smeaton A.F., The Retrieval Effects of Query Expansion on a Feedback Document Retrieval System, Technical Report 2, Department of Computer Science, University College Dublin (#982).
[16]
Smeaton A.F. and van Rijsbergcn C.J., "The Retrieval Effects o1" Query Expansion on a Feexlback Document Retrieval System", The Computer Journal, Vol. 26, pp. 239-246, 1983.
[17]
Sparck Jones K., "A Stati.,;tical Interpretation of Term Specificity and Its Application in Retrieval", Journal of Documentation, Vol. 28, No. 1, March 1972, pp. 11-20.
[18]
van Rijsbcrgen C,J., Harper D.J. and Porter M,F., "The Selection of Good Search Terms", Information Processing and Management, Vol, 17, pp. 77-91, 198I.
[19]
Wiilett P., "A Fast Procedure for the Calculation of Similarity Coefficients in Automatic Classification", Information Processing and Management, Vol. 17, pp. 53-60, 1981.
[20]
Wu H. and Salton G., "The Estimation of Term Relevance using Relevance Feedback", Journal of Documentation, Vol. 37, No. 4, December I981, pp. 194-214.
[21]
Yu C.T. and Salton G., "Precision Weighting--An Effective Automatic Indexing Method", Journal of the ACM, Vol. 23, No. 1, PP. 76-88, 1976.

Cited By

View all
  • (2024)Product Query Recommendation for Enriching Suggested Q&AsProceedings of the 2024 Conference on Human Information Interaction and Retrieval10.1145/3627508.3638314(352-357)Online publication date: 10-Mar-2024
  • (2023)Entity-Based Relevance Feedback for Document RetrievalProceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval10.1145/3578337.3605128(177-187)Online publication date: 9-Aug-2023
  • (2023)Drag-and-Drop Query Refinement and Query History Visualization for Mobile Exploratory SearchProceedings of the 2023 Conference on Human Information Interaction and Retrieval10.1145/3576840.3578282(432-437)Online publication date: 19-Mar-2023
  • Show More Cited By

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Conferences
SIGIR '88: Proceedings of the 11th annual international ACM SIGIR conference on Research and development in information retrieval
May 1988
677 pages
ISBN:2706103094
DOI:10.1145/62437
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Sponsors

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 May 1988

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Article

Acceptance Rates

Overall Acceptance Rate 792 of 3,983 submissions, 20%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)40
  • Downloads (Last 6 weeks)10
Reflects downloads up to 16 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2024)Product Query Recommendation for Enriching Suggested Q&AsProceedings of the 2024 Conference on Human Information Interaction and Retrieval10.1145/3627508.3638314(352-357)Online publication date: 10-Mar-2024
  • (2023)Entity-Based Relevance Feedback for Document RetrievalProceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval10.1145/3578337.3605128(177-187)Online publication date: 9-Aug-2023
  • (2023)Drag-and-Drop Query Refinement and Query History Visualization for Mobile Exploratory SearchProceedings of the 2023 Conference on Human Information Interaction and Retrieval10.1145/3576840.3578282(432-437)Online publication date: 19-Mar-2023
  • (2022)Competitive SearchProceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval10.1145/3477495.3532771(2838-2849)Online publication date: 6-Jul-2022
  • (2020)An Integrated Approach to Biomedical Term Identification SystemsApplied Sciences10.3390/app1005172610:5(1726)Online publication date: 3-Mar-2020
  • (2020)The Unexpected Downside of Paying or Sending Messages to People to Make Them WalkACM Transactions on Computer-Human Interaction10.1145/336566527:2(1-44)Online publication date: 20-Mar-2020
  • (2019)Auditing AutocompleteProceedings of the 10th ACM Conference on Web Science10.1145/3292522.3326047(235-244)Online publication date: 26-Jun-2019
  • (2019)Understanding Faceted Search from Data Science and Human Factor PerspectivesACM Transactions on Information Systems10.1145/328410137:2(1-27)Online publication date: 11-Jan-2019
  • (2019)TopicSifter: Interactive Search Space Reduction through Targeted Topic Modeling2019 IEEE Conference on Visual Analytics Science and Technology (VAST)10.1109/VAST47406.2019.8986922(35-45)Online publication date: Oct-2019
  • (2019)Event Detection on Microposts: a Comparison of Four ApproachesIEEE Transactions on Knowledge and Data Engineering10.1109/TKDE.2019.2944815(1-1)Online publication date: 2019
  • Show More Cited By

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media