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
  • [41] Application of Mobile Big Data and Artificial Intelligence in the Efficiency of E-Commerce Industry
    Cui, Hongkai
    Xiao, Lina
    Zhang, Xiaheng
    MOBILE INFORMATION SYSTEMS, 2021, 2021
  • [42] Fraud detection and prevention in e-commerce: A systematic literature review
    Rodrigues, Vinicius Facco
    Policarpo, Lucas Micol
    da Silveira, Diorgenes Eugenio
    Righi, Rodrigo da Rosa
    da Costa, Cristiano Andre
    Barbosa, Jorge Luis Victoria
    Antunes, Rodolfo Stoffel
    Scorsatto, Rodrigo
    Arcot, Tanuj
    ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2022, 56
  • [43] A review of e-commerce literature on India and research agenda for the future
    Sridhar Vaithianathan
    Electronic Commerce Research, 2010, 10 : 83 - 97
  • [44] Applications of Fusion Techniques in E-Commerce Environments: A Literature Review
    Daskalakis, Emmanouil
    Remoundou, Konstantina
    Peppes, Nikolaos
    Alexakis, Theodoros
    Demestichas, Konstantinos
    Adamopoulou, Evgenia
    Sykas, Efstathios
    SENSORS, 2022, 22 (11)
  • [45] A review of e-commerce literature on India and research agenda for the future
    Vaithianathan, Sridhar
    ELECTRONIC COMMERCE RESEARCH, 2010, 10 (01) : 83 - 97
  • [46] Using artificial intelligence to analyze SME e-commerce utilization and growth strategies
    Wang, Jing
    JOURNAL OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING, 2024, 24 (01) : 611 - 621
  • [47] Keys to Usability in Retail E-Commerce: A Systematic Review of the Literature
    Rodriguez-Carmona, Laura Melendo
    Duro, Pilaryustres
    Cuesta-Valino, Pedro
    UCJC BUSINESS AND SOCIETY REVIEW, 2024, (80): : 778 - 815
  • [48] A computational intelligence approach to efficiently predicting review ratings in e-commerce
    Cosma, Georgina
    Acampora, Giovanni
    APPLIED SOFT COMPUTING, 2016, 44 : 153 - 162
  • [49] Artificial intelligence in E-commerce fulfillment: A case study of resource orchestration at Alibaba's Smart Warehouse
    Zhang, Dan
    Pee, L. G.
    Cui, Lili
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2021, 57
  • [50] e-Commerce Logistics - Contemporary Literature
    Jafari, H.
    2018 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEE IEEM), 2018, : 1196 - 1200