Skip to main content

Supporting Information Management in Digital Libraries with Map-Based Interfaces

  • Conference paper
Research and Advanced Technology for Digital Libraries (ECDL 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4675))

Included in the following conference series:

  • 1158 Accesses

Abstract

The Self-Organising Map (SOM) has been proposed as an interface for exploring Digital Libraries, in addition to conventional search and browsing. With advanced visualisations uncovering the contents and its structure, and advanced interaction modes as zooming, panning and area selection, the SOM becomes a feasible alternative to classical interfaces. However, there are still shortcomings in helping the user to understand the map – there are insufficient methods developed for describing the map to support the user in the analysis of the map contents. In this paper, we present recent work in assisting the user in exploring the map by automatically describing maps using advanced labelling and summarisation of map regions.

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. Kohonen, T.: Self-Organizing Maps. Springer Series in Information Sciences, vol. 30. Springer, Heidelberg (1995)

    Google Scholar 

  2. Kohonen, T., Kaski, S., Lagus, K., Salojrvi, J., Paatero, V., Saarela, A.: Organization of a massive document collection. IEEE Transactions on Neural Networks, Special Issue on Neural Networks for Data Mining and Knowledge Discovery 11, 574–585 (2000)

    Google Scholar 

  3. Rauber, A., Merkl, D.: The SOMLib digital library system. In: Abiteboul, S., Vercoustre, A.-M. (eds.) ECDL 1999. LNCS, vol. 1696, pp. 323–342. Springer, Heidelberg (1999)

    Chapter  Google Scholar 

  4. Ong, T.H., Chen, H., Sung, W., Zhu, B.: Newsmap: a knowledge map for online news. Decision Support Systems 39, 583–597 (2005)

    Article  Google Scholar 

  5. Rauber, A., Frühwirth, M.: Automatically analyzing and organizing music archives. In: Constantopoulos, P., Sølvberg, I.T. (eds.) ECDL 2001. LNCS, vol. 2163, Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  6. Laaksonen, J., Koskela, M., Laakso, S., Oja, E.: PicSOM-content-based image retrieval with self-organizing maps. Pattern Recogn. Lett. 21, 1199–1207 (2000)

    Article  MATH  Google Scholar 

  7. Mayer, R., Rauber, A.: Adding SOMLib capabilities to the Greenstone Digital LibrarySystem. In: Sugimoto, S., Hunter, J., Rauber, A., Morishima, A. (eds.) ICADL 2006. LNCS, vol. 4312, pp. 486–489. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  8. Rauber, A., Merkl, D.: Automatic labeling of Self-Organizing Maps for Information Retrieval. Journal of Systems Research and Inf. Systems (JSRIS) 10, 23–45 (2001)

    Google Scholar 

  9. Mani, I.: Advances in Automatic Text Summarization. MIT Press, Cambridge, MA (1999)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

László Kovács Norbert Fuhr Carlo Meghini

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Mayer, R., Roiger, A., Rauber, A. (2007). Supporting Information Management in Digital Libraries with Map-Based Interfaces. In: Kovács, L., Fuhr, N., Meghini, C. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2007. Lecture Notes in Computer Science, vol 4675. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74851-9_46

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-74851-9_46

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74850-2

  • Online ISBN: 978-3-540-74851-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics