Artificial intelligence in retail - a systematic literature review

被引:8
|
作者
Heins, Caroline [1 ]
机构
[1] Zeppelin Univ, Dept Mobil Trade & Logist, Friedrichshafen, Germany
来源
FORESIGHT | 2023年 / 25卷 / 02期
关键词
Artificial intelligence; Systematic literature review; Data clustering; Retailing; DECISION-SUPPORT-SYSTEM; SUPPLY CHAIN MANAGEMENT; E-COMMERCE; GENETIC ALGORITHM; GROCERY RETAIL; B2B; DEMAND; AI; PERFORMANCE; FUTURE;
D O I
10.1108/FS-10-2021-0210
中图分类号
TU98 [区域规划、城乡规划];
学科分类号
0814 ; 082803 ; 0833 ;
摘要
Purpose The purpose of this study is to present a systematic literature review of academic peer-reviewed articles in English published between 2005 and 2021. The articles were reviewed based on the following features: research topic, conceptual and theoretical characterization, artificial intelligence (AI) methods and techniques. Design/methodology/approach This study examines the extent to which AI features within academic research in retail industry and aims to consolidate existing knowledge, analyse the development on this topic, clarify key trends and highlight gaps in the scientific literature concerning the role of AI in retail. Findings The findings of this study indicate an increase in AI literature within the field of retailing in the past five years. However, this research field is fairly fragmented in scope and limited in methodologies, and it has several gaps. On the basis of a structured topic allocation, a total of eight priority topics were identified and highlighted that (1) optimizing the retail value chain and (2) improving customer expectations with the help of AI are key topics in published research in this field. Research limitations/implications This study is based on academic peer-reviewed articles published before July 2021; hence, scientific outputs published after the moment of writing have not been included. Originality/value This study contributes to the in-depth and systematic exploration of the extent to which retail scholars are aware of and working on AI. To the best of the author's knowledge, this study is the first systematic literature review within retailing research dealing with AI technology.
引用
收藏
页码:264 / 286
页数:23
相关论文
共 50 条
  • [31] Artificial intelligence in emergency medicine. A systematic literature review
    Piliuk, Konstantin
    Tomforde, Sven
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2023, 180
  • [32] Artificial Intelligence Technology in the Agricultural Sector: A Systematic Literature Review
    Elbasi, Ersin
    Mostafa, Nour
    AlArnaout, Zakwan
    Zreikat, Aymen I.
    Cina, Elda
    Varghese, Greeshma
    Shdefat, Ahmed
    Topcu, Ahmet E.
    Abdelbaki, Wiem
    Mathew, Shinu
    Zaki, Chamseddine
    IEEE ACCESS, 2023, 11 : 171 - 202
  • [33] Artificial Intelligence for Hosting Capacity Analysis: A Systematic Literature Review
    Islam, Md Tariqul
    Hossain, M. J.
    ENERGIES, 2023, 16 (04)
  • [34] Explainable artificial intelligence (XAI) in finance: a systematic literature review
    Cerneviciene, Jurgita
    Kabasinskas, Audrius
    ARTIFICIAL INTELLIGENCE REVIEW, 2024, 57 (08)
  • [35] Artificial Intelligence for Sustainability—A Systematic Review of Information Systems Literature
    Schoormann, Thorsten
    Strobel, Gero
    Petrik, Dimitri
    Möller, Frederik
    Zschech, Patrick
    Communications of the Association for Information Systems, 2023, 52 : 556 - 592
  • [36] Artificial Intelligence for Quality of Life Study: A Systematic Literature Review
    Jannani, Ayoub
    Sael, Nawal
    Benabbou, Faouzia
    IEEE ACCESS, 2024, 12 : 62059 - 62088
  • [37] Artificial intelligence for system security assurance: A systematic literature review
    Wen, Shao-Fang
    Shukla, Ankur
    Katt, Basel
    INTERNATIONAL JOURNAL OF INFORMATION SECURITY, 2025, 24 (01)
  • [38] A Systematic Literature Review on the Role of Artificial Intelligence in Entrepreneurial Activity
    Blanco-Gonzalez-Tejero, Cristina
    INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 2023, 19 (01)
  • [39] Applications of Artificial Intelligence in Inventory Management: A Systematic Review of the Literature
    Albayrak Unal, Ozge
    Erkayman, Burak
    Usanmaz, Bilal
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2023, 30 (04) : 2605 - 2625
  • [40] A systematic literature review on hardware implementation of artificial intelligence algorithms
    Manar Abu Talib
    Sohaib Majzoub
    Qassim Nasir
    Dina Jamal
    The Journal of Supercomputing, 2021, 77 : 1897 - 1938