Skip to main content

An Academic Information Retrieval System Based on Multiagent Framework

  • Conference paper
Information Retrieval Technology (AIRS 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4182))

Included in the following conference series:

  • 959 Accesses

Abstract

In real-life searches in information, a set of information retrieved by a query influences user’s knowledge. Usually this influence inspires the user with new ideas and new conception of the query. As a result, the search in information is iterated while the user’s query is continually shifting in part or whole. This sort of search is called an “evolving search,” and it performs an important role also in academic information retrieval. To support the utilization of digital academic information, this paper proposes a novel system for academic information retrieval. In the proposed system, which is based on a multiagent framework, each piece of academic information is structured as an agent and provided with autonomy. Consequently, since a search is iterated by academic information itself, part of an evolving search is entrusted to the system, and the user’s load to retrieve academic information can be reduced effectively.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bates, M.J.: The design of browsing and berrypicking techniques for the online search interface. Online Review 13(5), 407–424 (1989)

    Article  Google Scholar 

  2. Dublin Core Metadata Initiative: DCMI metadata terms, http://dublincore.org/documents/dcmi-terms

  3. Liu, F., Yu, C., Meng, W.: Personalized web search for improving retrieval effectiveness. IEEE Trans. Knowledge Data Eng. 16(1), 28–40 (2004)

    Article  Google Scholar 

  4. Gonzalez, M., de Lima, V.L.S.: Semantic thesaurus for automatic expanded query in information retrieval. In: Proc. 8th Int. Symposium String Processing and Information Retrieval, pp. 68–75 (2001)

    Google Scholar 

  5. Sim, K.M., Wong, P.T.: Toward agency and ontology for web-based information retrieval. IEEE Trans. Syst., Man, Cybern. C 34(3), 257–269 (2004)

    Article  Google Scholar 

  6. Chakrabarti, K., Ortega-Binderberger, M., Mehrotra, S., Porkaew, K.: Evaluating refined queries in top-k retrieval systems. IEEE Trans. Knowledge Data Eng. 16(2), 256–270 (2004)

    Article  Google Scholar 

  7. Jing, F., Li, M., Zhang, H.J., Zhang, B.: Relevance feedback in region-based image retrieval. IEEE Trans. Circuits Syst. Video Technol. 14(5), 672–681 (2004)

    Article  Google Scholar 

  8. Dash — Distributed Agent System based on Hybrid architecture, http://www.agent-town.com/dash/index.html

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Abe, T., Chiba, Y., Suoya, Li, B., Kinoshita, T. (2006). An Academic Information Retrieval System Based on Multiagent Framework. In: Ng, H.T., Leong, MK., Kan, MY., Ji, D. (eds) Information Retrieval Technology. AIRS 2006. Lecture Notes in Computer Science, vol 4182. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11880592_38

Download citation

  • DOI: https://doi.org/10.1007/11880592_38

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-45780-0

  • Online ISBN: 978-3-540-46237-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics