Journal of Social Science Innovation
JSSI, Vol. 1, No. 1, 2026, pp.86-99
Print ISSN: 3134-9226; Online ISSN: 3134-9234
Journal homepage: https://www.ssijournal.com
DOI: Https://doi.org/10.64058/jssi260107irhte
王 威（Wang Wei），鲍 芳（Bao Fang）
摘要：本文通过整理2020-2025年间Web of Science核心数据库中有关情感人工智能的研究，并运用了结构化主题建模方法进行分析。从中识别出关于语言教育、服务场景、人机交互机制以及教育情境中的情感支持五大主题。进一步分析这些主题之间的关联，我们发现早期研究更关注情感识别技术和算法本身，而现在越来越多的研究开始转向具体应用场景中的人机情感交互和系统设计问题，特别是与教育相关主题之间的联系非常紧密。随着应用范围的不断扩展，目前的研究在跨文化适配、伦理规范与数据隐私等方面的讨论仍相对有限。未来研究可以扩大数据范围，拓展研究情境，进行更为全面细致的探讨。
关键词：结构化主题建模；语言教育；服务场景；人机交互；教育情境；情感人工智能
作者简介：王威，研究员，宁波大学科学技术学院，研究方向：人工智能理论及相关应用、智能信息处理、跨文化传播研究。电邮：wangwei@nbu.edu.cn。鲍芳(通讯作者)，讲师，宁波大学科学技术学院，研究方向：英语教育及语言学。电邮：baofang@nbu.edu.cn。
Title: International Research Hotspots and Trends in Emotional Artificial Intelligence: Topic Mining Study Based on STM
Abstract: By collating research on affective artificial intelligence from the Web of Science Core Collection database between 2020 and 2025 and employing structural topic modeling for analysis, this paper identifies five major themes: language education, service scenes, human-computer interaction mechanisms, and emotional support in educational contexts. Through further analysis of the interconnections among these themes, we found that early research focused more on emotion recognition technologies and algorithms themselves, whereas an increasing number of studies are now shifting towards issues of human-computer emotional interaction and system design in specific application scenarios, particularly demonstrating a very close connection with education-related themes. With the continuous expansion of application scopes, current research remains relatively limited in discussions regarding cross-cultural adaptation, ethical norms, and data privacy. Future research could broaden the data scope and expand research contexts to conduct more comprehensive and detailed inquiries.
Keywords: Structural Topic Modeling; Language Education; Service Scenes; Human-Computer Interaction; Educational Contexts; Affective Artificial Intelligence
Author Biographies: Wang Wei, Intermediate, College of Science and Technology, Ningbo University. His research interests include artificial intelligence theory and its applications, intelligent information processing, and cross-cultural communication studies. E-mail: wangwei@nbu.edu.cn. Bao Fang (Corresponding Author), Researcher, College of Science and Technology, Ningbo University. Her research interests include English Education and Linguistics, E-mail: baofang@nbu.edu.cn, Corresponding author.
Received: 20 Mar 2026 / Revised: 18 Apr 2026 / Accepted: 23 Apr 2026 / Published online: 30 Apr 2026 / Print published: 30 May 2026.
