The future of service: The power of emotion in human-robot interaction

被引:145
作者
Chuah, Stephanie Hui-Wen [1 ,2 ]
Yu, Joanne [3 ]
机构
[1] Asia Univ, Inst Innovat & Circular Econ, 500 Liufeng Rd, Taichung 413, Taiwan
[2] Asia Univ, Dept Business Adm, 500 Liufeng Rd, Taichung 413, Taiwan
[3] Salzburg Univ Appl Sci, Dept Innovat & Management Tourism, Urstein Sud 1, A-5412 Salzburg, Austria
关键词
Human-robot interaction; Emotional contagion; Machine learning; Sentiment; Facial recognition; Consumer experience; Service robot; SENTIMENT ANALYSIS; SMILE; CONTAGION; VALENCE; MIND;
D O I
10.1016/j.jretconser.2021.102551
中图分类号
F [经济];
学科分类号
02 ;
摘要
Astoundingly, recent technological advancements have enabled robots to display emotions. Yet, while emotional expression is valued in the field of service, understanding emotions in human-robot interaction remains underexplored. Since emotions are contagious/transmittable, this study utilised Instagram data to uncover how emotional robots influence potential consumers' affective feelings. By employing machine learning algorithms and sentiment analysis, the findings suggest that the expressions of surprise and happiness are key to creating positive impacts on potential consumers. The cross-disciplinary nature of this study lays the groundwork for nextlevel social, design, and creative experiences in artificial intelligence research regarding consumer service and experience contexts.
引用
收藏
页数:8
相关论文
共 91 条
[1]   The uncanny of mind in a machine: Humanoid robots as tools, agents, and experiencers [J].
Appel, Markus ;
Izydorczyk, David ;
Weber, Silvana ;
Mara, Martina ;
Lischetzke, Tanja .
COMPUTERS IN HUMAN BEHAVIOR, 2020, 102 :274-286
[2]   Measuring social media influencer index- insights from facebook, Twitter and Instagram [J].
Arora, Anuja ;
Bansal, Shivam ;
Kandpal, Chandrashekhar ;
Aswani, Reema ;
Dwivedi, Yogesh .
JOURNAL OF RETAILING AND CONSUMER SERVICES, 2019, 49 :86-101
[3]   Multi-domain sentiment analysis with mimicked and polarized word embeddings for human-robot interaction [J].
Atzeni, Mattia ;
Recupero, Diego Reforgiato .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 110 :984-999
[4]  
Auliawan Althaf Gauhar, 2020, IOP Conference Series: Earth and Environmental Science, V436, DOI 10.1088/1755-1315/436/1/012022
[5]   Big Data and the Little Big Bang: An Epistemological (R)evolution [J].
Balazka, Dominik ;
Rodighiero, Dario .
FRONTIERS IN BIG DATA, 2020, 3
[6]   From Predictive to Prescriptive Analytics [J].
Bertsimas, Dimitris ;
Kallus, Nathan .
MANAGEMENT SCIENCE, 2020, 66 (03) :1025-1044
[7]   To smile or not to smile - an eye-tracking study on service recovery [J].
Boyol Ngan, Henrique Fatima ;
Yu, Chung-En .
CURRENT ISSUES IN TOURISM, 2019, 22 (19) :2327-2332
[8]   Does culture affect sentiments expressed in cruise tours' eWOM? [J].
Buzova, Daniela ;
Sanz-Blas, Silvia ;
Cervera-Taulet, Amparo .
SERVICE INDUSTRIES JOURNAL, 2019, 39 (02) :154-173
[9]  
Celuch K., ELECTRON MARK, P1
[10]   Customers' experience of purchasing event tickets: mining online reviews based on topic modeling and sentiment analysis [J].
Celuch, Krzysztof .
INTERNATIONAL JOURNAL OF EVENT AND FESTIVAL MANAGEMENT, 2021, 12 (01) :36-50