Author (Year) Type of paper Info source Model Terms used Aurangzeb et al. [85 ] Pc Tran Ct Anger , disgust , happy , neutral, sad , surprise .Babas et al. [86 ] Pc Tran Nd Not described. Bader et al. [87 ] Pc Tran Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Benini et al. [82 ] Es User Cs Boredom , distress , excitement , happiness , relaxation , sadness , sleepiness , tension . Canini et al. [88 ] Es User Cs Boredom , distress , excitement , happiness , relaxation , sadness , sleepiness , tension . Cao & Kang [89 ] Pc User Dm Not described. Chakraverty & Saraswat [90 ] Cs Tran Ct Anger , fear , joy , love , sadness , surprise .Chambel et al. [91 ] Es User Ct Anger , disgust , fear , happiness , sadness , surprise .Chambel et al. [92 ] Es User Ct Anger , disgust , fear , happiness , sadness , surprise .Chan & Jones [93 ] Pc Mov Ct/Dm Anger , gloat, hate, joy , love , pity , resentment.Chan & Jones [94 ] Pc Mov Dm Not described. Chang et al. [95 ] Pc Tran Dm Not described. Chu et al. [8 ] Es User Dm Not described. Cohen-Kalaf et al. [96 ] Es Tran Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.De Pessemier et al. [97 ] Pc Tran Ct Angry , scared , contempt , disgusted , happy , sad , surprised .Dilip et al. [98 ] Pc Tran Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Dushantha et al. [99 ] Es User Ct Happy , neutral, sad , satisfying .Fernandez-Tobias et al. [100 ] Es Tran Dm Not described. Gaag et al. [101 ] Pc Mov Ct/Dm Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Gedikli & Jannach [102 ] Pc Tran Nd Not described. Giannakopoulos et al. [103 ] Cs Mov Nd Angry , ambiguous, happy , neutral, sad .Gil et al. [77 ] Es User Ct Anger , disgust , fear , happiness , sadness , surprise .Gu & Su [104 ] Pc Tran Nd Not described. Ha et al. [105 ] Es Tran Nd Awesome, bored , calm , chilly, creepy, cruel, disgusted , drowsy , ecstatic , energetic , enjoyable , excited , fantastic, fearsome, funny , furious , gratified , great, happy , heartbroken, horrified , impressed, lonely, mournful, ominous, outraged, pitiful, pleasant , sad , scared , surprised , sweet, terrified , touched , unfortunate, wonderful. Hameed & Garcia-Zapirain [106 ] Pc Tran Dm Not described. Hanjalic & Xu [107 ] Pc Mov Dm Not described. Haq et al. [108 ] Es Mov Ct Angry , disgust , fear , happy , neutral, sad , surprise .Ibrahim et al. [109 ] Pc Tran Nd Not described. Irie et al. [110 ] Es Mov Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Jorge & Chambel [111 ] Pc Mov Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Jorge et al. [112 ] Pc Mov Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Kaklauskas et al. [113 ] Pc User Ct Angry , disgusted , happy , neutral, sad , scared , surprised .Kar et al. [114 ] Pc Mov He Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Kim & Lee [115 ] Pc Mov Ct Anger , contempt , disgust , fear , happiness , neutral, sadness , surprise .Kolokythas et al. [116 ] Es Tran Dm Not described Koolagudi et al. [117 ] Pc Mov Ct Anger , fear , happiness , neutral, and sadness .Li et al. [118 ] Pc Mov Dm Not described Li & Murata [119 ] Es User Nd Anger , calmness , happiness , sadness , surprise .Mahata et al. [120 ] Pc User Nd Anger , contempt , disgust , fear , happiness , neutral, sadness , surprise .Mariappan et al. [121 ] Cs User Ct Anger , disgust , fear , happiness , sadness , surprise .Martins et al. [122 ] Es Mov Ct Anger , arousing , disgust , fear , festive, happy , lighthearted, passionate, mellow, playful , romantic, sad , surprise , tender , thrilling, weird.Mokryn et al. [79 ] Es Tran Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Moncrieff et al. [123 ] Pc Mov Af Not described. Moshfeghi [124 ] Tp User Ct Interest. Nagamanjula & Pethalakshmi [125 ] Cs Tran Dm Not described. Niu et al. [126 ] Es Mov Dm Arousal , contentment , depression , distress , excitement , misery , pleasure , sleepiness . Nosshi et al. [127 ] Cs Tran Ct Anger , joy , sadness , surprise .Odić et al. [128 ] Es User Ct Angry , disgust , fear , happy , neutral, sad , surprise .Oh [129 ] Es Tran Dm Not described. Oliveira, Benovoy, et al. [75 ] Es User Ct/Dm Anger , disgust , fear , happiness , sadness .Oliveira, Martins, et al. [76 ] Es Mov Ct Anger , disgust , fear , happiness , sadness , surprise .Oliveira et al. [130 ] Es Mov Ct Amused , anger , astonished , bored , compassioned , curious , disgust , disturbed , embarrassed , fear , happiness , inspired , involved, irritated , melancholic, sadness , scared , surprise , tender .Orellana-Rodriguez et al. [131 ] Es Tran Ct Anger , anticipation, disgust , fear , joy , sadness , surprise , trust.Park et al. [132 ] Cs Mov Ct Ambivalence, anger , anxiety , apathy, astonishment , calmness , desire, dislike, ecstasy , embarrassment , expectation, faintness, fearlessness, glow, gratitude , gravity, happiness , humility, humor , liking, pain, pride , sensitivity, sentiment, shame , soul, sympathy , ungratefulness, unhappiness, warm-heartedness . Poirson & Cunha [6 ] Es Tran Ct Amused , angry , anxious , attentive, sad , scared , surprise , happy .Salway & Graham [133 ] Es Mov Ct Not described. Saraswat & Chakraverty [134 ] Cs Tran Ct Anger , fear , joy , love , sadness , surprise .Saraswat et al. [135 ] Cs Tran Ct Anger , fear , joy , love , sadness , surprise .Shi et al. [136 ] Cs Tran Nd Not described. Shi et al. [137 ] Cs Tran Nd Not described. Sivakumar et al. [138 ] Cs Mov Cs Not described. Song et al. [139 ] Es Tran Dm Annoyed , empty, exciting , interesting , morbid, sad , tantalizing, tense , touching , uninteresting.Tang et al. [140 ] Cs Tran Ct Anger , anticipation, blame, boring , disappointment , disgust , doubt, fear , fondness, guilt , happy , hate, hope , jealous, joy , miss, panic, peace , praise, respect, sadness , shy, surprise , trust.Tarvainen et al. [141 ] Es Tran Dm Not described. Thulasi & Usha [142 ] Cs Tran Dm Not described. Tintarev & Masthoff [143 ] Es Tran Mo Not described. Tkalcic & Ferwerda [144 ] Es User Pm Not described. Topal & Ozsoyoglu [78 ] Pc Tran He Acceptance, admiration , amazement , anger , annoyance , anticipation, apprehension, boredom , disgust , distraction, ecstasy , fear , grief, interest , joy , loathing , pensiveness , rage , sadness , serenity , surprise , terror , trust, vigilance. Torkamaan et al. [145 ] Es User Dm Not described. Tsoneva et al. [146 ] Es Mov Ct/Dm Anger -hostility, desire, disgust , fear , fun , happiness , love , optimism , sadness -loneliness, suffering.Varisco & Interlandi [147 ] Es User Ct/Dm Angry , disgusted , happy , sad , scared , surprised .Wakil et al. [148 ] Pc User Ct Anger , disgust , fear , happiness , sadness .Wang et al. [149 ] Cs User Mo Not described. Wang et al. [150 ] Cs Tran Dm Not described. Wei et al. [151 ] Cs Mov Ct Acceptance, anger , expectancy, fear , joy , rejection, sorrow , surprise . Winoto & Tang [152 ] Es Tran Dm Afraid , angry , calm , confident, dissatisfied with self, excited , happy , interested , lonely, nervous , proud , relaxed , sad , sleepy , surprised , tired .Xu et al. [153 ] Cs Mov Ct Anger , fear , joy , sadness .Xu et al. [154 ] Cs Mov Ct/Dm Anger , fear , happy , neutral, sad .Xu et al. [155 ] Es Mov Ct/Dm Anger , fear , happiness , neutral, sadness .Yuan et al. [156 ] Cs Tran Nd Anger , ecstasy , happiness , sadness .Zhang [157 ] Cs User Nd Anger , disgust , fear , happy , neutral, sad , surprise .Zheng [158 ] Cs Tran Ct/Dm Angry , disgusted , happy , neutral, sad , scared , surprised .Zheng [159 ] Cs Tran Ct/Dm Angry , disgusted , happy , neutral, sad , scared , surprised .