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Authors: Leandro N. Ciuffo and Elisa Ingrà

Affiliation: Istituto Nazionale di Fisica Nucleare, Italy

Keyword(s): Recommender systems, Personalization, Collaborative filtering, Grid computing, Distributed computing, gLite middleware.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Internet and Collaborative Computing ; Knowledge Engineering ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Knowledge-Based Systems Applications ; Network Implementation Choices ; Object Orientation in Internet and Distributed Computing ; Software Agents and Internet Computing ; Software Engineering ; Symbolic Systems

Abstract: Today’s business becomes increasingly computational-intense. Grid computing is a powerful paradigm for running ever-larger workloads and services. Commercial users have been attracted by this technology, which can potentially be exploited by industries and SMEs to offer new services with reduced costs and higher performance. This work aims at presenting a “gridified” implementation of a Recommender System based on the classic Collaborative Filtering algorithm. It also introduces the core services of the gLite middleware and discusses the potential benefits of using Grids to support the development of such systems.

CC BY-NC-ND 4.0

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Paper citation in several formats:
N. Ciuffo, L. and Ingrà, E. (2009). USING GRIDS TO SUPPORT INFORMATION FILTERING SYSTEMS - A Case Study of Running Collaborative Filtering Recommendations on gLite. In Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 4: ICEIS; ISBN 978-989-8111-87-6; ISSN 2184-4992, SciTePress, pages 12-18. DOI: 10.5220/0001845300120018

@conference{iceis09,
author={Leandro {N. Ciuffo}. and Elisa Ingrà.},
title={USING GRIDS TO SUPPORT INFORMATION FILTERING SYSTEMS - A Case Study of Running Collaborative Filtering Recommendations on gLite},
booktitle={Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 4: ICEIS},
year={2009},
pages={12-18},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001845300120018},
isbn={978-989-8111-87-6},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 4: ICEIS
TI - USING GRIDS TO SUPPORT INFORMATION FILTERING SYSTEMS - A Case Study of Running Collaborative Filtering Recommendations on gLite
SN - 978-989-8111-87-6
IS - 2184-4992
AU - N. Ciuffo, L.
AU - Ingrà, E.
PY - 2009
SP - 12
EP - 18
DO - 10.5220/0001845300120018
PB - SciTePress