On Leveraging Facial Emotion Recognition Techniques in Personalized Recommendations

被引:1
作者
Khellat-kihel, Souad [1 ]
Pandolfo, Laura [2 ]
Pulina, Luca [2 ]
Grosso, Enrico [3 ]
机构
[1] Univ Sassari, DUMAS, Via Roma 151, I-07100 Sassari, Italy
[2] Univ Sassari, Dipartimento Chim & Farm, Via Vienna 2, I-07100 Sassari, Italy
[3] Univ Sassari, Dipartimento Agr, Viale Italia 39, I-07100 Sassari, Italy
来源
APPLICATIONS OF INTELLIGENT SYSTEMS | 2018年 / 310卷
关键词
personalization; emotion detection; affective feedback; facial expression recognition; CULTURAL-HERITAGE;
D O I
10.3233/978-1-61499-929-4-220
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the last years, a new set of recommender systems has been recently developed to demonstrate the potential of emotion-based recommendations. Most of them are based on the acquisition and the analysis of data from micro blogging sites in order to predict the users' current emotional state. Considering that emotional aspects play a key role in culture heritage consumption, in this paper we present a facial emotion recognition approach in the context of cultural personalized recommendations. This work represents a first step for obtaining a cultural recommendation system capable to modulate users' emotions to make predictions.
引用
收藏
页码:220 / 230
页数:11
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