Key Qualities of Conversational Chatbots - the PEACE Model

被引:15
作者
Svikhnushina, Ekaterina [1 ]
Pu, Pearl [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Sch Comp & Commun Sci, Lausanne, Switzerland
来源
IUI '21 - 26TH INTERNATIONAL CONFERENCE ON INTELLIGENT USER INTERFACES | 2021年
基金
瑞士国家科学基金会;
关键词
chatbots; user study; adoption; questionnaire; SEM; INFORMATION-TECHNOLOGY; CONSUMER ACCEPTANCE; UNIFIED THEORY; VALIDATION;
D O I
10.1145/3397481.3450643
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Open-domain chatbots engage in natural conversations with the user to socialize and establish bonds. However, designing and developing an effective open-domain chatbot is challenging. It is unclear what qualities of such chatbots most correspond to users' expectations. Even though existing work has considered a wide range of aspects, some key components are still missing. More importantly, the consistency and validity of the combined criteria have not been tested. In this paper, we describe a large-scale survey using a consolidated model to elicit users' preferences, expectations, and concerns. We apply structural equation modeling methods to further validate the data collected from the user survey. The outcome supports the consistency, validity, and reliability of the model, which we call PEACE (Politeness, Entertainment, Attentive Curiosity, and Empathy). PEACE, therefore, defines the key determinants most predictive of user acceptance. This has allowed us to develop a set of implications useful for the development of compelling open-domain chatbots.
引用
收藏
页码:520 / 530
页数:11
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