Artificial intelligence in E-Commerce: a bibliometric study and literature review

被引:72
|
作者
Bawack, Ransome Epie [1 ]
Wamba, Samuel Fosso [2 ]
Carillo, Kevin Daniel Andre [2 ]
Akter, Shahriar [3 ]
机构
[1] Univ Lorraine, CEREFIGE, ICN Business Sch, 86 Rue Sergent Blandan, F-54003 Nancy, France
[2] TBS Business Sch, 6 Pl Alfonse Jourdain, F-31000 Toulouse, France
[3] Univ Wollongong, Sch Management & Mkt, Wollongong, NSW 2522, Australia
关键词
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.
引用
收藏
页码:297 / 338
页数:42
相关论文
共 50 条
  • [31] Integration of Business Intelligence with e-commerce
    Ferreira, Tania
    Pedrosa, Isabel
    Bernardino, Jorge
    2019 14TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), 2019,
  • [32] A bibliometric review of geospatial analyses and artificial intelligence literature in agriculture
    Ahmed Karmaoui
    Samir El Jaafari
    Hassan Chaachouay
    Lhoussain Hajji
    GeoJournal, 2023, 88 : 343 - 360
  • [33] A bibliometric review of geospatial analyses and artificial intelligence literature in agriculture
    Karmaoui, Ahmed
    El Jaafari, Samir
    Chaachouay, Hassan
    Hajji, Lhoussain
    GEOJOURNAL, 2023, 88 (SUPPL 1) : 343 - 360
  • [34] Artificial Intelligence in Drug Discovery: A Bibliometric Analysis and Literature Review
    He, Baoyu
    Guo, Jingjing
    Tong, Henry H. Y.
    To, Wai Ming
    MINI-REVIEWS IN MEDICINAL CHEMISTRY, 2024, 24 (14) : 1353 - 1367
  • [35] Structure Optimization of e-Commerce Platform Based on Artificial Intelligence and Blockchain Technology
    Li, Shengqi
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2020, 2020
  • [36] Optimization of Personalized Recommendation Strategy for E-commerce Platform Based on Artificial Intelligence
    Yang F.
    Informatica (Slovenia), 2023, 47 (02): : 235 - 242
  • [37] E-commerce utilization analysis and growth strategy for smes using an artificial intelligence
    Zhong, Yijie
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 45 (05) : 7619 - 7629
  • [38] E-Commerce Fraud Detection Model by Computer Artificial Intelligence Data Mining
    Li, JiaoLong
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [39] Forecasting e-commerce consumer returns: a systematic literature review
    Karl, David
    MANAGEMENT REVIEW QUARTERLY, 2024,
  • [40] Research and development of e-commerce ERP system based on artificial intelligence technology
    Li, Bo
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED DEVELOPMENT, 2023, 13 (2-4) : 327 - 343