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• W1536021141 abstract "This thesis consists of four parts: - An analysis of the core functions and the prerequisites for recommender systems in an industrial context: we identify four core functions for recommendation systems: Help do Decide, Help to Compare, Help to Explore, Help to Discover. The implementation of these functions has implications for the choices at the heart of algorithmic recommender systems. - A state of the art, which deals with the main techniques used in automated recommendation system: the two most commonly used algorithmic methods, the K-Nearest-Neighbor methods (KNN) and the fast factorization methods are detailed. The state of the art presents also purely content-based methods, hybridization techniques, and the classical performance metrics used to evaluate the recommender systems. This state of the art then gives an overview of several systems, both from academia and industry (Amazon, Google ...). - An analysis of the performances and implications of a recommendation system developed during this thesis: this system, Reperio, is a hybrid recommender engine using KNN methods. We study the performance of the KNN methods, including the impact of similarity functions used. Then we study the performance of the KNN method in critical uses cases in cold start situation. - A methodology for analyzing the performance of recommender systems in industrial context: this methodology assesses the added value of algorithmic strategies and recommendation systems according to its core functions." @default.
• W1536021141 created "2016-06-24" @default.
• W1536021141 creator A5022711821 @default.
• W1536021141 date "2012-03-20" @default.
• W1536021141 modified "2023-09-27" @default.
• W1536021141 title "Recommender systems in industrial contexts" @default.
• W1536021141 cites W1481751959 @default.
• W1536021141 cites W1483715664 @default.
• W1536021141 cites W1484413656 @default.
• W1536021141 cites W1510348757 @default.
• W1536021141 cites W1530276735 @default.
• W1536021141 cites W1540009446 @default.
• W1536021141 cites W1553870384 @default.
• W1536021141 cites W1554550477 @default.
• W1536021141 cites W1572272766 @default.
• W1536021141 cites W1574241439 @default.
• W1536021141 cites W1583283890 @default.
• W1536021141 cites W1594504908 @default.
• W1536021141 cites W1605688901 @default.
• W1536021141 cites W1612003148 @default.
• W1536021141 cites W1629473008 @default.
• W1536021141 cites W1643269238 @default.
• W1536021141 cites W1817561967 @default.
• W1536021141 cites W1830719945 @default.
• W1536021141 cites W1875224296 @default.
• W1536021141 cites W1882088395 @default.
• W1536021141 cites W1902027874 @default.
• W1536021141 cites W1939407039 @default.
• W1536021141 cites W1956559956 @default.
• W1536021141 cites W1965996575 @default.
• W1536021141 cites W1966553486 @default.
• W1536021141 cites W1970558858 @default.
• W1536021141 cites W1971040550 @default.
• W1536021141 cites W1980202081 @default.
• W1536021141 cites W1980672078 @default.
• W1536021141 cites W1981825277 @default.
• W1536021141 cites W1988139567 @default.
• W1536021141 cites W1989993068 @default.
• W1536021141 cites W1992270714 @default.
• W1536021141 cites W1994687138 @default.
• W1536021141 cites W2008620264 @default.
• W1536021141 cites W2013594690 @default.
• W1536021141 cites W2020631728 @default.
• W1536021141 cites W2020791669 @default.
• W1536021141 cites W2028080169 @default.
• W1536021141 cites W2029119963 @default.
• W1536021141 cites W2030144199 @default.
• W1536021141 cites W2033193852 @default.
• W1536021141 cites W2038762948 @default.
• W1536021141 cites W2040956707 @default.
• W1536021141 cites W2042281163 @default.
• W1536021141 cites W2047109571 @default.
• W1536021141 cites W2048219212 @default.
• W1536021141 cites W2048779798 @default.
• W1536021141 cites W2055119952 @default.
• W1536021141 cites W2059745395 @default.
• W1536021141 cites W2061212083 @default.
• W1536021141 cites W2063409629 @default.
• W1536021141 cites W2066636486 @default.
• W1536021141 cites W2072290407 @default.
• W1536021141 cites W2078021145 @default.
• W1536021141 cites W2078663894 @default.
• W1536021141 cites W2080950999 @default.
• W1536021141 cites W2082674974 @default.
• W1536021141 cites W2084527756 @default.
• W1536021141 cites W2084533964 @default.
• W1536021141 cites W2085419413 @default.
• W1536021141 cites W2087467293 @default.
• W1536021141 cites W2089566520 @default.
• W1536021141 cites W2090041477 @default.
• W1536021141 cites W2094782448 @default.
• W1536021141 cites W2097129520 @default.
• W1536021141 cites W2099866409 @default.
• W1536021141 cites W2100235918 @default.
• W1536021141 cites W2109145143 @default.
• W1536021141 cites W2109777927 @default.
• W1536021141 cites W2109992782 @default.
• W1536021141 cites W2112090702 @default.
• W1536021141 cites W2113802117 @default.
• W1536021141 cites W2113858518 @default.
• W1536021141 cites W2115793083 @default.
• W1536021141 cites W2117311203 @default.
• W1536021141 cites W2122465391 @default.
• W1536021141 cites W2123427850 @default.
• W1536021141 cites W2124591829 @default.
• W1536021141 cites W2127505935 @default.
• W1536021141 cites W2128629010 @default.
• W1536021141 cites W2133266261 @default.
• W1536021141 cites W2134584261 @default.
• W1536021141 cites W2137728971 @default.
• W1536021141 cites W2138108551 @default.
• W1536021141 cites W2141033972 @default.
• W1536021141 cites W2143243701 @default.
• W1536021141 cites W2146630168 @default.
• W1536021141 cites W2147152072 @default.
• W1536021141 cites W2147509858 @default.
• W1536021141 cites W2147654806 @default.
• W1536021141 cites W2148606196 @default.
• W1536021141 cites W2149409084 @default.
• W1536021141 cites W2153889650 @default.

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