Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208350171> ?p ?o ?g. }
- W3208350171 endingPage "144284" @default.
- W3208350171 startingPage "144270" @default.
- W3208350171 abstract "An essential goal of recommendation systems is to provide users with accurate and personalized recommendations that meet their preferences. With the rapid growth of IoT-connected sensors, the availability of contextual information has increased, and this has necessitated the fast development of Context-Aware Recommendation Systems (CARS). Context-Aware recommenders are different from traditional recommenders because of their ability to predict the ratings of target users/items by exploiting the knowledge of contextual information. Context-aware recommenders define the context as any information that characterizes the situations of items and users at a particular interaction. They are essential for some contexts where prediction can be more precise in generating specific personalized recommendations. This paper provides a comprehensive review of context-based recommendation systems in IoT environments, namely IoT-CARS, and sheds light on their requirements, characteristics, and applications. We characterize context-aware recommenders in terms of the different IoT contexts and how these contexts are modeled. We also highlight the used metrics to evaluate the performance of various context-based recommenders." @default.
- W3208350171 created "2021-11-08" @default.
- W3208350171 creator A5079953122 @default.
- W3208350171 creator A5082724003 @default.
- W3208350171 date "2021-01-01" @default.
- W3208350171 modified "2023-10-13" @default.
- W3208350171 title "Context-Aware Recommendation Systems in the IoT Environment (IoT-CARS)–A Comprehensive Overview" @default.
- W3208350171 cites W1963372688 @default.
- W3208350171 cites W1981132368 @default.
- W3208350171 cites W2040180451 @default.
- W3208350171 cites W2052421337 @default.
- W3208350171 cites W2053585176 @default.
- W3208350171 cites W2068849277 @default.
- W3208350171 cites W2081936291 @default.
- W3208350171 cites W2100235918 @default.
- W3208350171 cites W2116817369 @default.
- W3208350171 cites W2123427850 @default.
- W3208350171 cites W2124905942 @default.
- W3208350171 cites W2128070164 @default.
- W3208350171 cites W2187984907 @default.
- W3208350171 cites W2223495811 @default.
- W3208350171 cites W2240196125 @default.
- W3208350171 cites W2521468738 @default.
- W3208350171 cites W2526390965 @default.
- W3208350171 cites W2533696134 @default.
- W3208350171 cites W2579393094 @default.
- W3208350171 cites W2580962278 @default.
- W3208350171 cites W2593485853 @default.
- W3208350171 cites W2735032239 @default.
- W3208350171 cites W2736162233 @default.
- W3208350171 cites W2745169232 @default.
- W3208350171 cites W2746137170 @default.
- W3208350171 cites W2751087670 @default.
- W3208350171 cites W2757395013 @default.
- W3208350171 cites W2760409589 @default.
- W3208350171 cites W2760990126 @default.
- W3208350171 cites W2763487455 @default.
- W3208350171 cites W2765456220 @default.
- W3208350171 cites W2774180115 @default.
- W3208350171 cites W2790781998 @default.
- W3208350171 cites W2790926478 @default.
- W3208350171 cites W2790934391 @default.
- W3208350171 cites W2799579227 @default.
- W3208350171 cites W2834912404 @default.
- W3208350171 cites W2890375050 @default.
- W3208350171 cites W2890682117 @default.
- W3208350171 cites W2891163688 @default.
- W3208350171 cites W2895692483 @default.
- W3208350171 cites W2897573390 @default.
- W3208350171 cites W2900643918 @default.
- W3208350171 cites W2900763087 @default.
- W3208350171 cites W2901187378 @default.
- W3208350171 cites W2908073448 @default.
- W3208350171 cites W2909345013 @default.
- W3208350171 cites W2911488506 @default.
- W3208350171 cites W2912065849 @default.
- W3208350171 cites W2912794354 @default.
- W3208350171 cites W2915676182 @default.
- W3208350171 cites W2916273528 @default.
- W3208350171 cites W2926290169 @default.
- W3208350171 cites W2943235702 @default.
- W3208350171 cites W2943342453 @default.
- W3208350171 cites W2954664459 @default.
- W3208350171 cites W2973170401 @default.
- W3208350171 cites W2973224900 @default.
- W3208350171 cites W2986566470 @default.
- W3208350171 cites W2990456231 @default.
- W3208350171 cites W3005776709 @default.
- W3208350171 cites W3008504081 @default.
- W3208350171 cites W3008640151 @default.
- W3208350171 cites W3010306989 @default.
- W3208350171 cites W3011860933 @default.
- W3208350171 cites W3013264602 @default.
- W3208350171 cites W3017579368 @default.
- W3208350171 cites W3023087114 @default.
- W3208350171 cites W3023706892 @default.
- W3208350171 cites W3025960649 @default.
- W3208350171 cites W3025968628 @default.
- W3208350171 cites W3035989849 @default.
- W3208350171 cites W3036247427 @default.
- W3208350171 cites W3038609391 @default.
- W3208350171 cites W3040851206 @default.
- W3208350171 cites W3043016077 @default.
- W3208350171 cites W3043590771 @default.
- W3208350171 cites W3045296695 @default.
- W3208350171 cites W3048776265 @default.
- W3208350171 cites W3082057433 @default.
- W3208350171 cites W3082901707 @default.
- W3208350171 cites W3083091818 @default.
- W3208350171 cites W3087605274 @default.
- W3208350171 cites W3087948925 @default.
- W3208350171 cites W3091769066 @default.
- W3208350171 cites W3091916808 @default.
- W3208350171 cites W3097103183 @default.
- W3208350171 cites W3100246127 @default.
- W3208350171 cites W3118259895 @default.
- W3208350171 cites W3119595909 @default.
- W3208350171 cites W3122725723 @default.