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Situation Assessment for Non-Intrusive Recommendation

Akermi, Imen and Faiz, Rim Situation Assessment for Non-Intrusive Recommendation. (2018) In: 12th IEEE International Conference on Research Challenges in Information Science (RCIS 2018), 29 May 2018 - 31 May 2018 (Nantes, France).

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Official URL: https://doi.org/10.1109/RCIS.2018.8406670


With the rapid growth of mobile applications, the user is increasingly confronted with a lot of information and tend to reject notifications sent by applications installed within his/her mobile device. This rejection affects the performance of many systems, especially proactive recommender systems. Therefore, it is no longer enough for a recommender system to determine what to recommend according to users' needs, but it also has to deal with the risk of disturbing the user during the recommendation process. We believe that the several embedded applications within the user's device along with other parameters could help understand and assess the user's interruptibility in some situations. In this paper, we address intrusiveness within a proactive recommendation approach that makes use of the user's context and the applications embedded within the user's mobile device in order to assess the intrusiveness level of a given situation before recommending.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of RCIS 2018. Electronic ISBN: 978-1-5386-6517-6 Electronic ISBN: 978-1-5386-6517-6 The original PDF of the article can be found at: https://ieeexplore.ieee.org/document/8406670 Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
HAL Id:hal-02319695
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université de Carthage (TUNISIA)
Laboratory name:
European Union, program PASRI (Europe) - Research and Development department of TUNAV (Tunisie)
Deposited On:30 Sep 2019 13:21

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