对话式商务:进入人工智能驱动的数字助手新阶段

Conversational commerce: entering the next stage of AI-powered digital assistants

Annals of Operations Research · 2021
被引 259 · 同刊同年前 2%
ABS 3

中文导读

研究了人工智能数字助手的拟人化、智能性和生动性如何通过影响用户态度来提升购买意愿,基于440份样本的结构方程模型发现拟人化最为关键,对开发者和营销者有实践启示。

Abstract

Abstract Digital assistant is a recent advancement benefited through data-driven innovation. Though digital assistants have become an integral member of user conversations, but there is no theory that relates user perception towards this AI powered technology. The purpose of the research is to investigate the role of technology attitude and AI attributes in enhancing purchase intention through digital assistants. A conceptual model is proposed after identifying three major AI factors namely, perceived anthropomorphism, perceived intelligence, and perceived animacy. To test the model, the study employed structural equation modeling using 440 sample. The results indicated that perceived anthropomorphism plays the most significant role in building a positive attitude and purchase intention through digital assistants. Though the study is built using technology-related variables, the hypotheses are proposed based on various psychology-related theories such as uncanny valley theory, the theory of mind, developmental psychology, and cognitive psychology theory. The study’s theoretical contributions are discussed within the scope of these theories. Besides the theoretical contribution, the study also offers illuminating practical implications for developers and marketers’ benefit.

人工智能数字助手消费者行为人机交互电子商务