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- W3091129453 abstract "Recommender systems have become a popular and effective means to manage the ever-increasing amount of multimedia content available today and to help users discover interesting new items. Today’s recommender systems suggest items of various media types, including audio, text, visual (images), and videos. In fact, scientific research related to the analysis of multimedia content has made possible effective content-based recommender systems capable of suggesting items based on an analysis of the features extracted from the item itself. The aim of this survey is to present a thorough review of the state-of-the-art of recommender systems that leverage multimedia content, by classifying the reviewed papers with respect to their media type, the techniques employed to extract and represent their content features, and the recommendation algorithm. Moreover, for each media type, we discuss various domains in which multimedia content plays a key role in human decision-making and is therefore considered in the recommendation process. Examples of the identified domains include fashion, tourism, food, media streaming, and e-commerce." @default.
- W3091129453 created "2020-10-08" @default.
- W3091129453 creator A5009954943 @default.
- W3091129453 creator A5062726854 @default.
- W3091129453 creator A5066756066 @default.
- W3091129453 creator A5091259315 @default.
- W3091129453 date "2020-10-15" @default.
- W3091129453 modified "2023-10-07" @default.
- W3091129453 title "Recommender Systems Leveraging Multimedia Content" @default.
- W3091129453 cites W103522199 @default.
- W3091129453 cites W119627244 @default.
- W3091129453 cites W1495255916 @default.
- W3091129453 cites W1528340495 @default.
- W3091129453 cites W1618132901 @default.
- W3091129453 cites W1677409904 @default.
- W3091129453 cites W1915070853 @default.
- W3091129453 cites W1967666653 @default.
- W3091129453 cites W1995835534 @default.
- W3091129453 cites W1998546380 @default.
- W3091129453 cites W1998965767 @default.
- W3091129453 cites W1999956143 @default.
- W3091129453 cites W2000368573 @default.
- W3091129453 cites W2003950529 @default.
- W3091129453 cites W2004091643 @default.
- W3091129453 cites W2004234600 @default.
- W3091129453 cites W2006822005 @default.
- W3091129453 cites W2007839172 @default.
- W3091129453 cites W2008886893 @default.
- W3091129453 cites W2016402727 @default.
- W3091129453 cites W2020600820 @default.
- W3091129453 cites W2020901563 @default.
- W3091129453 cites W2025605741 @default.
- W3091129453 cites W2027731328 @default.
- W3091129453 cites W2031284268 @default.
- W3091129453 cites W2031634675 @default.
- W3091129453 cites W2032526390 @default.
- W3091129453 cites W2036808384 @default.
- W3091129453 cites W2039651324 @default.
- W3091129453 cites W2039899121 @default.
- W3091129453 cites W2040809877 @default.
- W3091129453 cites W2048657872 @default.
- W3091129453 cites W2049090231 @default.
- W3091129453 cites W2054141820 @default.
- W3091129453 cites W2059434253 @default.
- W3091129453 cites W2097584193 @default.
- W3091129453 cites W2099970131 @default.
- W3091129453 cites W2101409192 @default.
- W3091129453 cites W2102982709 @default.
- W3091129453 cites W2108528763 @default.
- W3091129453 cites W2111094216 @default.
- W3091129453 cites W2111432262 @default.
- W3091129453 cites W2112008792 @default.
- W3091129453 cites W2114948194 @default.
- W3091129453 cites W2116777898 @default.
- W3091129453 cites W2124801089 @default.
- W3091129453 cites W2125148312 @default.
- W3091129453 cites W2137183034 @default.
- W3091129453 cites W2140834120 @default.
- W3091129453 cites W2144563036 @default.
- W3091129453 cites W2147238549 @default.
- W3091129453 cites W2151103935 @default.
- W3091129453 cites W2161937612 @default.
- W3091129453 cites W2161969291 @default.
- W3091129453 cites W2162090451 @default.
- W3091129453 cites W2162272882 @default.
- W3091129453 cites W2163352848 @default.
- W3091129453 cites W2173163709 @default.
- W3091129453 cites W2210549170 @default.
- W3091129453 cites W2282738454 @default.
- W3091129453 cites W2338447355 @default.
- W3091129453 cites W2339625848 @default.
- W3091129453 cites W2339881364 @default.
- W3091129453 cites W2462264630 @default.
- W3091129453 cites W2474597705 @default.
- W3091129453 cites W2507344042 @default.
- W3091129453 cites W2521812234 @default.
- W3091129453 cites W2571694389 @default.
- W3091129453 cites W2573329361 @default.
- W3091129453 cites W2583283281 @default.
- W3091129453 cites W2604438604 @default.
- W3091129453 cites W2619383789 @default.
- W3091129453 cites W2620081833 @default.
- W3091129453 cites W2725317152 @default.
- W3091129453 cites W2726433188 @default.
- W3091129453 cites W2728515412 @default.
- W3091129453 cites W2740063619 @default.
- W3091129453 cites W2764273117 @default.
- W3091129453 cites W2778210192 @default.
- W3091129453 cites W2783279085 @default.
- W3091129453 cites W2785570910 @default.
- W3091129453 cites W2788471710 @default.
- W3091129453 cites W2804582335 @default.
- W3091129453 cites W2808573650 @default.
- W3091129453 cites W2810427709 @default.
- W3091129453 cites W281665770 @default.
- W3091129453 cites W2850472811 @default.
- W3091129453 cites W2886209086 @default.
- W3091129453 cites W2893508485 @default.