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A product feature-based user-centric product search model

Ben Jabeur, Lamjed and Soulier, Laure and Tamine, Lynda and Mousset, Paul A product feature-based user-centric product search model. (2016) In: 7th Conference and Labs of the Evaluation Forum (CLEF 2016), 5 September 2016 - 8 September 2016 (Évora, Portugal).

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Official URL: http://dx.doi.org/10.1007/978-3-319-44564-9_14

Abstract

During the online shopping process, users would search for interesting products and quickly access those that fit with their needs among a long tail of similar or closely related products. Our contribution addresses head queries that are frequently submitted on e-commerce Web sites. Head queries usually target featured products with several variations, accessories, and complementary products. We present in this paper a product feature-based user-centric model for product search involving in addition to product characteristics the user engagement toward the product. This model has been evaluated through the product search track of the LL4IR lab at CLEF 2015 in order to highlight the effectiveness of our model as well as the impact of the user engagement factor.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9822 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-44563-2 The original PDF is available at: http://link.springer.com/chapter/10.1007/978-3-319-44564-9_14
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:08 Mar 2017 15:56

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