Construction of customers’ emotion model in the bespoke tailoring using evaluation grid method

To realize a recommendation system that combines the benefits of human recommendation (experts in the field, e.g., salesclerks) and computer recommendation (recommendation algorithms, such as those in e-commerce), we constructed an emotion model that appropriately represents customers’ emotions during a human recommendation process. As a typical scene of a recommendation by a human, we focused on bespoke tailoring in which a customer interacts with a tailor. First, we extracted emotions evoked in the scene using the evaluation grid method. After that, we constructed an emotion model by determining the extracted emotions’ positions on the core affect model. As a result, we constructed an emotion model that appropriately expressed the emotions evoked in the recommendation process. In addition, we found that unique emotions such as troubled and expected are evoked in the recommendation by a human.

[1]  Naohisa Sakamoto,et al.  E-Grid: a visual analytics system for evaluation structures , 2016, Journal of Visualization.

[2]  Yoshimasa Ohmoto,et al.  Interaction in a Natural Environment: Estimation of Customer's Preference Based on Nonverbal Behaviors , 2016, HAI.

[3]  P. Ekman,et al.  Constants across cultures in the face and emotion. , 1971, Journal of personality and social psychology.

[4]  Michiya Yamamoto,et al.  Application of Classification Method of Emotional Expression Type Based on Laban Movement Analysis to Design Creation , 2019, HCI.

[5]  Izak Benbasat,et al.  The formation of trust and distrust in recommendation agents in repeated interactions: a process-tracing analysis , 2003, ICEC '03.

[6]  J. Russell A circumplex model of affect. , 1980 .

[7]  Michiya Yamamoto,et al.  Differences in Customers' Interactions with Expert/Novice Salesclerks in a Bespoke Tailoring Situation: A Case Study on the Utterances of Salesclerks , 2019, HCI.

[8]  J. Russell Core affect and the psychological construction of emotion. , 2003, Psychological review.

[9]  Yehuda Kalay,et al.  Visualization of users' requirements: Introduction of the Evaluation Grid Method , 1996 .

[10]  Caroline Voeffray Emotion-sensitive Human-Computer Interaction ( HCI ) : State of the art-Seminar paper ∗ , 2012 .

[11]  Justine Cassell,et al.  External manifestations of trustworthiness in the interface , 2000, CACM.

[12]  The Emotions Evoked during Individual Voluntary Manufacture : Their Characteristics and the Timing of Their Evocation , 2018 .