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Authors: José António S. Pereira ; Paulo Pita ; Élsio Santos and Joaquim Filipe

Affiliation: Polithecnical Institute of Setúbal, Portugal

Keyword(s): e-Commerce, User Profiling, Context-based Software, Machine Learning, Data Mining, Recommender Systems, Intelligent Systems.

Related Ontology Subjects/Areas/Topics: Collaboration and e-Services ; e-Business ; Enterprise Information Systems ; Pragmatic Web ; Usability ; Usability and Ergonomics ; Web Information Systems and Technologies ; Web Interfaces and Applications

Abstract: The explosive growth of the world-wide-web and the emergence of e-commerce enabled the development of recommender systems that became to an independent emerged research area in the mid-1990s. The recommender systems are used to solve the prediction problem or the top-N recommendation problem. However, recommendation systems feel ever more the pressure related to a change on users habits. In order to capture users interests it is necessary a representation of information about an individual user. Our Online Shop in the Area of Technical and Scientific Publications intends to add the best of the user-based collaborative filtering and content-based collaborative filtering methodologies into a single hybrid methodology in order to answer some issues raised about new users and new items added to the recommender system. And also try to combine inference and prediction to assist the user in finding content that is of personal interest or even combine data mining techniques to provide recomm endations. (More)

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Paper citation in several formats:
António S. Pereira, J.; Pita, P.; Santos, É. and Filipe, J. (2012). e-Business - An Online Shop in the Area of Technical and Scientific Publications. In Proceedings of the International Conference on Data Communication Networking, e-Business and Optical Communication Systems (ICETE 2012) - ICE-B; ISBN 978-989-8565-23-5, SciTePress, pages 289-293. DOI: 10.5220/0004163402890293

@conference{ice-b12,
author={José {António S. Pereira}. and Paulo Pita. and Élsio Santos. and Joaquim Filipe.},
title={e-Business - An Online Shop in the Area of Technical and Scientific Publications},
booktitle={Proceedings of the International Conference on Data Communication Networking, e-Business and Optical Communication Systems (ICETE 2012) - ICE-B},
year={2012},
pages={289-293},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004163402890293},
isbn={978-989-8565-23-5},
}

TY - CONF

JO - Proceedings of the International Conference on Data Communication Networking, e-Business and Optical Communication Systems (ICETE 2012) - ICE-B
TI - e-Business - An Online Shop in the Area of Technical and Scientific Publications
SN - 978-989-8565-23-5
AU - António S. Pereira, J.
AU - Pita, P.
AU - Santos, É.
AU - Filipe, J.
PY - 2012
SP - 289
EP - 293
DO - 10.5220/0004163402890293
PB - SciTePress

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