理解用户对语音助手的探索意图:揭示感知智能多个维度的差异化机制

Understanding users' voice assistant exploration intention: unraveling the differential mechanisms of the multiple dimensions of perceived intelligence

Internet Research · 2024
被引 23
ABS 3

中文导读

研究了语音助手感知智能的不同维度(感知、认知、情感、社会智能)对用户探索意图的影响机制,通过问卷调查和数据分析发现各维度作用不同,并识别出提升探索意图的配置组合。

Abstract

Purpose The purpose of this study is to develop a framework for the perceived intelligence of VAs and explore the mechanisms of different dimensions of the perceived intelligence of VAs on users’ exploration intention (UEI) and how these antecedents can collectively result in the highest level of UEI. Design/methodology/approach An online survey on Amazon Mechanical Turk is employed. The model is tested utilizing the structural equation modeling (SEM) and fuzzy-set qualitative comparative analysis (fsQCA) approach from the collected data of VA users ( N = 244). Findings According to the SEM outcomes, perceptual, cognitive, emotional and social intelligence have different mechanisms on UEI. Findings from the fsQCA reinforce the SEM results and provide the configurations that enhanced UEI. Originality/value This study extends the conceptual framework of perceived intelligence and enriches the literature on anthropomorphism and users’ exploration. These findings also provide insightful suggestions for practitioners regarding the design of VA products.

人机交互用户行为人工智能心理学