Change search
CiteExportLink to record
Permanent link

Direct link
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
Matching Evolving Hilbert Spaces and Language for Semantic Access to Digital Libraries
University of Borås, Swedish School of Library and Information Science. (Digital Humanities)
University of Borås, Swedish School of Library and Information Science. (Digital Humanities)
(Digital Humanities)
2010 (English)In: The Role of Digital Libraries in a Time of Global Change. Proceedings of the 12th International Conference on Asia-Pacific Digital Libraries, ICADL 2010, Gold Coast, Australia, June 21-25, 2010. / [ed] Gobinda Chowdhury, Chris Koo, Jane Hunter, Springer , 2010, 262-263 p.Conference paper, Poster (with or without abstract) (Other academic)
Abstract [en]

Extended by function (Hilbert) spaces, the 5S model of digital libraries (DL) [1] enables a physical interpretation of vectors and functions to keep track of the evolving semantics and usage context of the digital objects by support vector machines (SVM) for text categorization (TC). For this conceptual transition, three steps are necessary: (1) the application of the formal theory of DL to Lebesgue (function, L2) spaces; (2) considering semantic content as vectors in the physical sense (i.e. position and direction vectors) rather than as in linear algebra, thereby modelling word semantics as an evolving field underlying classifications of digital objects; (3) the replacement of vectors by functions in a new compact support basis function (CSBF) semantic kernel utilizing wavelets for TC by SVMs.

Place, publisher, year, edition, pages
Springer , 2010. 262-263 p.
Series
Lecture Notes in Computer Science, 6102
Keyword [en]
digital libraries, advanced access, hilbert space, support vector machines, shaman project, strathprints e-repository, 5s model, semantic kernels, 5S, digital libraries, text categorization, information representation
National Category
Information Systems Language Technology (Computational Linguistics) Information Studies Mathematics
Identifiers
URN: urn:nbn:se:hb:diva-6374Local ID: 2320/6633ISBN: 978-3-642-13653-5 (print)OAI: oai:DiVA.org:hb-6374DiVA: diva2:887061
Available from: 2015-12-22 Created: 2015-12-22 Last updated: 2018-01-10

Open Access in DiVA

fulltext(117 kB)