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Toward a 5M Model of Digital Libraries
University of Borås, Swedish School of Library and Information Science.
University of Borås, Swedish School of Library and Information Science.
2010 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Whereas the DELOS DRM and the 5S model of digital libraries (DL) addresses the formal side of DL, we argue that a parallel 5M model is emerging as best practice worldwide, integrating multicultural, multilingual, multimodal digital objects with multivariate statistics-based document indexing, categorization and retrieval methods. The fifth M stands for the modeling the information searching behavior of users, and of collection development. We show how an extension of the 5S model to Hilbert space (a) points toward the integration of several Ms; (b) makes the tracking of evolving semantic content feasible, and (c) leads to a field interpretation of word and sentence semantics underlying language change. First experimental results from the Strathprints e-repository verify the mathematical foundations of the 5M model.

Place, publisher, year, edition, pages
2010.
Keyword [en]
digital libraries, language modeling, 5s model, 5m model, hilbert space, wavelet analysis, text categorization, 5S
National Category
Information Studies Computer and Information Science Language Technology (Computational Linguistics)
Research subject
Library and Information Science
Identifiers
URN: urn:nbn:se:hb:diva-6667Local ID: 2320/9701OAI: oai:DiVA.org:hb-6667DiVA: diva2:887366
Conference
DLID-ICADL-10, Digital Libraries for International Development in conjunction with International Conference on Asian Digital Libraries, Gold Coast, Australia
Available from: 2015-12-22 Created: 2015-12-22

Open Access in DiVA

fulltext(288 kB)269 downloads
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http://miksa.ils.unc.edu/dldev/e_proceedings.pdf

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Darányi, SandorWittek, Peter
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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf