Abstract
An architecture that provides personalised filtering and dissemination of news items is presented. It is based on user profiles and it provides mechanisms that allow the user to control and tailor to his own needs the interaction between three different sources of relevance judgements: the existing newspaper categorisation by sections, basic information retrieval on user selected keywords, and an additional operation of automatic categorisation against an alternative hierarchy of categories. These three tiers cover some of the most promising access methods for digital libraries. The proposed architecture has been implemented and evaluation results are presented, covering user response, system efficiency, and user preferences regarding the set of methods made available to them.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Amato, G., Straccia, U. (1999). User Profile Modelling and Applications to Digital Libraries. Third European Conference, ECDL’99, Paris, France, September 1999.
Díaz, A., Buenaga, M., Ureña, L. A., García, M. (1998) Integrating Linguistic Resources in an Uniform Way for Text Classification Tasks. First International Conference on Language Resources & Evaluation, Granada (Spain), 1998.
Frakes, W. & Baeza, R. (1992), Information retrieval: data structures and algorithms, Prentice Hall London. 1992.
Gómez Hidalgo, J. M. and Buenaga, M. (1997). Integrating a Lexical Database and a Training Collection for Text Categorisation. ACL/EACL Workshop on Automatic Information Extraction and Building of Lexical Semantic Resources for NLP, Madrid (Spain), 1997.
Lewis, D.D., Schapire, R.E., Callan, J.P. & Papka, R. (1996). Training algorithms for linear text classifiers. In Proceedings of the ACM SIGIR, 1996.
Pastor, J. A., Asensi, V. (1999). Un modelo para la Evaluación de Interfaces en Sistemas de Recuperación de Información, IV Congreso Isko-España Eoconsid’99, Granada (Spain), 1999.
Salton, G. (1989). Automatic Text Processing: the transformation+, analysis and retrieval of information by computer. Addison Wesley. 1989
Sebastiani, F. (1999). A Tutorial on Automated Text Categorisation. Proceedings of the First Argentinean Symposium on Artificial Intelligence (ASAI-99)
Theng, Y.L., Duncker, E., Mohd-Nasir, N., Buchanan, G., Thimbleby, H. (1999).Design Guidelines and User-Centred Digital Libraries. Third European Conference, ECDL’99, Paris, France, September 1999.
Vossen, P. (1996). Eurowordnet: building multilingual wordnet database with semantic relations between words. technical and financial annex. Technical report, EC-funded project LE # 4003.
Yang, Y. (1999), “An Evaluation of Statistical Approaches to Text Categorisation”, Information Retrieval Journal
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2000 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Esteban, A.D., Gómez-Navarro, P.G., Jiménez, A.G. (2000). Evaluating a User-Model Based Personalisation Architecture for Digital News Services. In: Borbinha, J., Baker, T. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2000. Lecture Notes in Computer Science, vol 1923. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45268-0_24
Download citation
DOI: https://doi.org/10.1007/3-540-45268-0_24
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-41023-2
Online ISBN: 978-3-540-45268-3
eBook Packages: Springer Book Archive