Feel the Moosic: Emotion-based Music Selection and Recommendation

Considering emotions and contextual factors in music recommendation: a systematic literature review

“…Mobile sensors or social networks could identify user behavior. Cheng and Shen [25] UH,CCI X 10 Helmholz et al [46] SEN, CCI X 11 Hong et al [49] UH, CCI, FEED X 12 Teng et al [117] MDI, UA, CCI, ML, CF X 13 Okada et al [96] ML, UB, MD X 14 Karlsson et al [67] UH, MDI X 15 Nirjon et al [95] SEN, UA, MDI X 16 Wang et al [126] MDI, UA, MD, ML X 17 Miller et al [88] CCI, MD X 18 Chang et al [21] MD, ML -19 Dias et al [32] UA, MD -20 Hansen et al [44] UH, CCI, ML -21 Wang et al [124] CF, MC, MD, UB -22 Assuncao and Neris [7] DIM, SI, MD Emotion X 23 Kang and Seo [66] DIM, MDI, CCI X 24 Abdul et al [2] DISC, SI, SIM, ML X 25 Chiu and Ko [26] DISC, SEN, ML, SI X 26 Iyer et al [57] SEN, FE X 27 Rosa et al [101] DIM, SN X 28 Guo et al [41] SEN, SIM X 29 Lehtiniemi and Holm [79] DIM, SI X 30 Helmholz et al [47] SI, DIM, DISC X 31 Andjelkovic et al [5] DIM, MD,SIM -32 Lopes et al [84] DISC, ML -33 Li and Liu [80] UB, MP -34 Padovani et al [97] DISC, SI, ML -35 Gilda et al [39] DISC, FE, MD ML -36 Vateekul et al [120] DIM, CF, SIM -37 Narducci et al [93] DISC, SN -…”

“…Just like in the study of Helmholz et al [47], the proposal by [91] uses the API of Spotify's platform for the generation and recommendation of the playlist. In the study, the authors developed a custom system, where the user's current emotion is analyzed with the help of the chatbot.…”

“…According to Scherer [108], emotion involves different components: an observable reaction, a physiological reaction, a cognitive interpretation, a motor expression, and a subjective experience. In general, recommendation approaches that consider emotions obtain the user's emotional state through physiological reaction [41,75] or by asking the user [47,99,7,2,26,79,97]. The most common way to obtain this is by using sensors [26,57,41,75] facial expressions [26,39].…”

Emotion-based IS support for Customer-Salesperson Interaction

“…The basic assumption of the model is that all emotions can be traced back to a certain combination of valence and arousal. It has already been shown that the CMoA can be used as a suitable interface for the input of emotions Figure 1: Design Cycles [35]. In order to adapt the CMoA for the intended purpose, we modified it in a number of steps.…”