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A Framework for the Evaluation of Adaptive IR Systems through Implicit Recommendation
O'DONNELL, EILEEN; LAWLESS, SEAMUS; GHORAB, MOHAMMED RAMI ELHUSSEIN; WADE, VINCENT; SHARP, MARY; MULWA, CATHERINE
Personalised Information Retrieval (PIR) has gained considerable attention in recent literature. In PIR different stages of the retrieval process are adapted to the user, such as adapting the user?s query or the results. Personalised recommender frameworks are endowed with intelligent mechanisms to search for products, goods and services that users are interested in. The objective of such tools is to evaluate and filter the huge amount of information available within a specific scope to assist users in their information access processes. This paper presents a web-based adaptive framework for evaluating personalised information retrieval systems. The framework uses implicit recommendation to guide users in deciding which evaluation techniques, metrics and criteria to use. A task-based experiment was conducted to test the functionality and performance of the framework. A Review of evaluation techniques for personalised IR systems was conducted and the results of the analysed survey are presented.
Keyword(s): Computer Science and Engineering; Personalised Information Retrieval Systems; Intelligent Content & Communications; Smart & Sustainable Planet
Publication Date:
2011
Type: Conference item
Peer-Reviewed: Yes
Language(s): English
Institution: Trinity College Dublin
Citation(s): Catherine Mulwa, S?amus Lawless, M. Rami Ghorab, Eileen O'Donnell, Mary Sharp and Vincent Wade, A Framework for the Evaluation of Adaptive IR Systems through Implicit Recommendation, International Workshop on Task Specific Information Retrieval, TSIR 2011, at the 19th International Conference on Conceptual Structures for Discovering Knowledge, University of Derby, England, 25th-29th July, Simon Andrews, Simon Polovina, Richard Hill and Babak Akhgar, 6828, 6828, Springer-Verlag LNCS, 2011, 366 - 374
Publisher(s): Springer-Verlag LNCS
Alternative Title(s): International Workshop on Task Specific Information Retrieval, TSIR 2011, at the 19th International Conference on Conceptual Structures for Discovering Knowledge
First Indexed: 2014-05-13 05:21:33 Last Updated: 2018-08-24 06:56:25