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:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Aguwa, Celestine
Olya, Mohammad Hessam
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Olya, Mohammad Hessam
Monplaisir, Leslie
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
机构:
Univ Toulouse, TBS Business Sch, 1 Pl Alphonse Jourdain, F-31068 Toulouse, FranceUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia
Wamba, Samuel Fosso
Mariani, Marcello
论文数: 0引用数: 0
h-index: 0
机构:
Univ Reading, Henley Business Sch, Henley On Thames RG9 3AU, Oxon, England
Alma Mater Studiorum Univ Bologna, Bologna, ItalyUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Aguwa, Celestine
Olya, Mohammad Hessam
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
Olya, Mohammad Hessam
Monplaisir, Leslie
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USAWayne State Univ, Dept Ind & Syst Engn, 4815 Fourth St, Detroit, MI 48202 USA
机构:
Univ Toulouse, TBS Business Sch, 1 Pl Alphonse Jourdain, F-31068 Toulouse, FranceUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia
Wamba, Samuel Fosso
Mariani, Marcello
论文数: 0引用数: 0
h-index: 0
机构:
Univ Reading, Henley Business Sch, Henley On Thames RG9 3AU, Oxon, England
Alma Mater Studiorum Univ Bologna, Bologna, ItalyUniv Wollongong, Sch Business, Wollongong, NSW 2522, Australia