OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

A List of Pre-Requisites to Make Recommender Systems Deployable in Critical Context

Bouzekri, Elodie and Canny, Alexandre and Fayollas, Camille and Martinie De Almeida, Célia and Palanque, Philippe and Barboni, Eric and Deleris, Yannick and Gris, Christine A List of Pre-Requisites to Make Recommender Systems Deployable in Critical Context. (2017) In: 2nd Workshop on Engineering Computer-Human Interaction in Recommender Systems co-located with the 9th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EnCHIReS @ EICS 2017), 26 June 2017 - 29 June 2017 (Lisbonne, Portugal).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
989kB

Official URL: http://ceur-ws.org/Vol-1945/paper_7.pdf

Abstract

In the academic area, recommender systems have received a lot of attention in the recent years (see for instance the increasing success of the RecSys conference). This success has also reached industry and the general public via large platforms such as Amazon or Netflix. The recommender systems present multiple benefits that can be attributed to automation by means of the migration of function from the operator to the Recommender System itself. Depending on the type of recommender system, these functions can cover: support to perception of information,support to identification of potentially relevant elements, support to the selection of one element amongst a list... Despite their widespread use, their development has not reached the level of maturity required for the deployment in the context of critical command and control systems. This position paper identifies some pre-requisite for making recommender systems deployable in critical context of critical systems.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to CEUR editor, a free open-access publication service of Sun SITE Central Europe operated under the umbrella of RWTH Aachen University. This paper appears in vol 1945 Ceur Workshop Proceedings ISSN : 1613-0073 The definitive version is available at: http://ceur-ws.org/Vol-1945/paper_7.pdf
HAL Id:hal-02486107
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Other partners > Airbus (FRANCE)
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)
Laboratory name:
Funders:
Programme Investissements d'Avenir du Ministère de lʼEnseignement supérieur, de la Recherche et de lʼInnovation (France)
Statistics:download
Deposited On:03 Feb 2020 14:44

Repository Staff Only: item control page