Artificial intelligence;
e-commerce;
Literature review;
Bibliometrics;
SOCIAL RECOMMENDER MECHANISM;
NEURAL-NETWORK APPROACH;
KNOWLEDGE-BASED SYSTEM;
WORD-OF-MOUTH;
ELECTRONIC COMMERCE;
SENTIMENT ANALYSIS;
BIG DATA;
DECISION-SUPPORT;
DATA SPARSITY;
ACCURATE RECOMMENDATION;
D O I:
10.1007/s12525-022-00537-z
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
This paper synthesises research on artificial intelligence (AI) in e-commerce and proposes guidelines on how information systems (IS) research could contribute to this research stream. To this end, the innovative approach of combining bibliometric analysis with an extensive literature review was used. Bibliometric data from 4335 documents were analysed, and 229 articles published in leading IS journals were reviewed. The bibliometric analysis revealed that research on AI in e-commerce focuses primarily on recommender systems. Sentiment analysis, trust, personalisation, and optimisation were identified as the core research themes. It also places China-based institutions as leaders in this researcher area. Also, most research papers on AI in e-commerce were published in computer science, AI, business, and management outlets. The literature review reveals the main research topics, styles and themes that have been of interest to IS scholars. Proposals for future research are made based on these findings. This paper presents the first study that attempts to synthesise research on AI in e-commerce. For researchers, it contributes ideas to the way forward in this research area. To practitioners, it provides an organised source of information on how AI can support their e-commerce endeavours.
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
Chen, Li
Chen, Guanliang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
Chen, Guanliang
Wang, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
Chen, Li
Wang, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Chen, Runyu
Zheng, Yitong
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Zheng, Yitong
Xu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Renmin Univ China, Smart City Res Ctr, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Xu, Wei
Liu, Minghao
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Liu, Minghao
Wang, Jiayue
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
Chen, Li
Chen, Guanliang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
Chen, Guanliang
Wang, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
Chen, Li
Wang, Feng
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Baptist Univ, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Chen, Runyu
Zheng, Yitong
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Zheng, Yitong
Xu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Renmin Univ China, Smart City Res Ctr, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Xu, Wei
Liu, Minghao
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China
Liu, Minghao
Wang, Jiayue
论文数: 0引用数: 0
h-index: 0
机构:
Renmin Univ China, Sch Informat, Beijing 100872, Peoples R ChinaRenmin Univ China, Sch Informat, Beijing 100872, Peoples R China