Towards personalization in digital libraries through ontologies

Ferran-Ferrer, Núria, Minguillón, Julià and Enric, Mor Towards personalization in digital libraries through ontologies. Library Management Journal, 2005, vol. 26, n. 4/5, pp. 206-217. (In Press) [Journal article (Paginated)]

[thumbnail of nferranf_LMJ.pdf]
Preview
PDF
nferranf_LMJ.pdf

Download (83kB) | Preview

English abstract

Purpose – To describe a browsing and searching personalization system for digital libraries based on the use of ontologies for describing the relationships between all the elements which take part in a digital library scenario of use. Design/methodology/approach – Identification of all the desired functionalities and requirements that are necessary to fully integrate the use of a digital library in an e-learning environment, and the basic elements that are used to build the ontology that describes such scenario. Findings – The elements that determine the functionalities of the desired personalization system: first, the user’s profile, including navigational history and user preferences; and second, the information collected from the navigational behavior of the digital library users. Research limitations/implications – The ontology is not complete. In fact, the ontology in itself will evolve with the new apparition of desired functionalities and requirements of the personalization system. Practical implications – Such a personalization system will be very helpful to the users of a digital library to improve their experience of use. Originality/value – The use of ontologies promotes the integration of new services into existing ones, and the interoperability with other systems through the appropriate semantic web services. New system functionalities and requirements can be added by including the appropriate description into the ontology framework that defines the digital library scenario of use.

Item type: Journal article (Paginated)
Keywords: Digital libraries, Information searches, Personal needs, Customization, Distance learning
Subjects: I. Information treatment for information services > IC. Index languages, processes and schemes.
I. Information treatment for information services > ID. Knowledge representation.
I. Information treatment for information services > IE. Data and metadata structures.
H. Information sources, supports, channels. > HR. Portals.
H. Information sources, supports, channels. > HZ. None of these, but in this section.
Depositing user: Núria Ferran
Date deposited: 24 Mar 2007
Last modified: 02 Oct 2014 12:06
URI: http://hdl.handle.net/10760/9179

References

Adams, K. (2002), “The Semantic Web: differentiating between taxonomies and ontologies”, Online, Vol. 26 No. 4, pp. 20-3.

Adomavicius, G. and Tuzhilin, A. (1999), “Integrating user behavior and collaborative methods in recommender systems”, Proceedings of the CHI’99 Workshop “Interacting with recommender systems”, Pittsburgh, PA.

Arms, W.Y. (2002), Digital Libraries, The MIT Press, Cambridge, MA.

Brophy, P. (2001), The Library in the Twenty-First Century, Library Association Publishing, London.

Brophy, P. (2004), “Networked learning and networked information: towards a theoretical basis for the development of integrated information environment”, Proceedings of the 4th Networked Learning Conference, Lancaster, UK, available at: www.shef.ac.uk/nlc2004/Proceedings/Symposia/Symposium9/Brophy.htm

Callan, J. and Smeaton, A. (2003), ”Personalization and recommender systems in digital libraries”, Joint NSF-EU DELOS Working Group Report, available at: www.dli2.nsf.gov/internationalprojects/working_group_reports/personalisation.html

Chen, H. (2003), “Towards building digital library as an institution of knowledge”, NSF Post Digital Library Futures Workshop, Chatham, MA, available at: www.sis.pitt.edu/%7Edlwkshop/paper_chen.html

Colkin, E. (2001), “Personalization tools dig deeper”, Information Week, No. 852, pp. 49-51.

Denny, M. (2002), “Ontology building: a survey of editing tools”, xml.com, available at: www.xml.com/pub/a/2002/11/06/ontologies.html

Dix, A., Finlay, J., Abowd, G. and Beale, R. (1998), Human-Computer Interaction, 2nd ed., Prentice Hall, Englewood Cliffs, NJ.

Ford, N. and Ford, R. (1993), “Towards a cognitive theory of information accessing: an empirical study”, Information Processing & Management, Vol. 29 No. 5, pp. 569-85.

Gapen, D.K. (1993), “The virtual library: knowledge, society and the librarian”, in Saunders, L.(Ed.), The Virtual Library Visions and Realities, Meckler Corporation, Westport, CT, pp. 1-14.

Gruber, T.R. (1995), “Toward principles for the design of ontologies used for knowledge sharing”, International Journal of Human-Computer Studies, Vol. 43, pp. 907-28.

Herlocker, J.L., Konstan, J.A., Terveen, L.G. and Riedl, J.T. (2004), “Evaluating collaborative filtering recommender systems”, ACM Transactions on Information Systems, Vol. 22 No. 1,pp. 5-53.

Jonassen, D., Davidson, M., Collins, M., Campbell, J. and Haag, B. (1995), “Constructivism and computer-mediated communication in distance education”, The American Journal of Distance Education, Vol. 9 No. 2, pp. 17-23.

Kasanoff, B. (2001), Making it Personal, Perseus Publishing, Cambridge, MA.

Lynch, C. (2003), “Digital library opportunities”, Journal of Academic Librarianship, Vol. 29 No. 5, pp. 286-9.

Mor, E. and Minguillón, J. (2004), “E-learning Personalization based on Itineraries and long-term navigational behavior”, Proceedings of the 13th International World Wide Web Conference, Alternate Track Papers and Posters, pp. 264-265.

Nielsen, J. (1998), “Personalization is over-rated”, Alertbox. available at: www.useit.com/alertbox/981004.html

Riecken, D. (2000), “Personalized views of personalization”, Communications of the ACM, Vol. 43 No. 8, pp. 27-8.

Rosenberg, M.J.E-L.e. (2001), E-learning: Strategies for Delivering Knowledge in the Digital Age, McGraw-Hill, New York, NY.

Sadeh, T. and Walker, J. (2003), “Library portals: toward the Semantic Web”, New Library World, Vol. 104 Nos. 1184/1185, pp. 11-19.

Schonberg, E., Cofino, T., Hoch, R., Podlaseck, M. and Spraragen, S.L. (2000), “Measuring success”, Communications of the ACM, Vol. 43 No. 8, pp. 53-7.

Sheth, A., Ramakrishnan, C. and Thomas, C. (2005), “Semantics for the Semantic Web: the implicit, the formal and the powerful”, International Journal on Semantic Web & Information Systems, Vol. 1 No. 1, pp. 1-18.

Sicilia, M.A. and Garcia, E. (2005), “On the convergence of formal ontologies and standardized e-learning”, Journal of Distance Education Technologies, Vol. 3 No. 12, pp. 12-28.

Sinha, R. and Swearingen, K. (2001), “Comparing recommendations made by online systems and friends”, Proceedings of the Second DELOS Network of Excellence Workshop on Personalization and Recommender Systems in Digital Libraries, available at: www.ercim.org/publication/ws-proceedings/DelNoe02/RashmiSinha.pdf

W3C (2004a), eXtensible Markup Language (XML) 1.0 (Third Edition), available at: http://www.w3.org/TR/REC-xml/

W3C (2004b), Description Framework (RDF) Primer, available at: www.w3.org/TR/rdf-primer/

W3C (2004c), Ontology Language (OWL) Guide, available at: http://www.w3.org/TR/owl-guide/


Downloads

Downloads per month over past year

Actions (login required)

View Item View Item