Artificial intelligence empowered conversational agents: A systematic literature review and research agenda

被引:53
|
作者
Mariani, Marcello M. [1 ,2 ]
Hashemi, Novin [1 ]
Wirtz, Jochen [3 ]
机构
[1] Univ Bologna, Bologna, Italy
[2] Univ Reading, Reading, England
[3] Natl Univeristy Singapore, Singapore, Singapore
关键词
Artificial intelligence; Conversational agents; Systematic literature review; Bibliometric analysis; VOICE ASSISTANTS; CUSTOMER EXPERIENCE; BRAND ENGAGEMENT; SELF-DISCLOSURE; CHATBOT USAGE; HEALTH; ALEXA; INTENTION; ADVICE; IMPACT;
D O I
10.1016/j.jbusres.2023.113838
中图分类号
F [经济];
学科分类号
02 ;
摘要
Consumer research on conversational agents (CAs) has been growing. To illustrate and map out research in this field, we conducted a systematic literature review (SLR) of published work indexed in the Clarivate Web of Science and Elsevier Scopus databases. Four dominant topical areas were identified through bibliographic coupling. They are 1) consumers' trust in CAs; 2) Natural Language Processing (NLP) in developing and designing CAs; 3) communication with CAs; 4) impact of CAs on value creation and the value of CAs for business. We leverage these findings to provide an updated synopsis of extant scientific work. Moreover, we draw a framework whereby we identify the: 1) drivers of and motivators for adoption and engagement with CAs; and 2) the outcomes of CA adoption for both users and organizations. Finally, we leverage the framework to develop an agenda for future research.
引用
收藏
页数:23
相关论文
共 50 条
  • [1] Artificial intelligence in information systems research: A systematic literature review and research agenda
    Collins, Christopher
    Dennehy, Denis
    Conboy, Kieran
    Mikalef, Patrick
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2021, 60
  • [2] Implementing artificial intelligence empowered financial advisory services: A literature review and critical research agenda
    Zhu, Hui
    Vigren, Olli
    Soderberg, Inga-Lill
    [J]. JOURNAL OF BUSINESS RESEARCH, 2024, 174
  • [3] Artificial Intelligence-Based Conversational Agents for Chronic Conditions: Systematic Literature Review
    Schachner, Theresa
    Keller, Roman
    Wangenheim, Florian, V
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (09)
  • [4] Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda
    Mariani, Marcello M.
    Machado, Isa
    Nambisan, Satish
    [J]. JOURNAL OF BUSINESS RESEARCH, 2023, 155
  • [5] Artificial intelligence as an enabler for entrepreneurs: a systematic literature review and an agenda for future research
    Giuggioli, Guglielmo
    Pellegrini, Massimiliano Matteo
    [J]. INTERNATIONAL JOURNAL OF ENTREPRENEURIAL BEHAVIOR & RESEARCH, 2023, 29 (04): : 816 - 837
  • [6] Artificial Intelligence-Based Conversational Agents Used for Sustainable Fashion: Systematic Literature Review
    Manzo, Diana S. Hernandez
    Jiang, Yang
    Elyan, Eyad
    Isaacs, John
    [J]. INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2024,
  • [7] Artificial Intelligence in Business: A Literature Review and Research Agenda
    Nguyen, Quynh N.
    Sidorova, Anna
    Torres, Russell
    [J]. COMMUNICATIONS OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2022, 50 : 175 - 207
  • [8] The Effectiveness of Artificial Intelligence Conversational Agents in Health Care: Systematic Review
    Milne-Ives, Madison
    de Cock, Caroline
    Lim, Ernest
    Shehadeh, Melissa Harper
    de Pennington, Nick
    Mole, Guy
    Normando, Eduardo
    Meinert, Edward
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (10)
  • [9] Path and future of artificial intelligence in the field of justice: a systematic literature review and a research agenda
    Leonardo Ferreira de Oliveira
    Anderson da Silva Gomes
    Yuri Enes
    Thaíssa Velloso Castelo Branco
    Raíssa Paiva Pires
    Andrea Bolzon
    Gisela Demo
    [J]. SN Social Sciences, 2 (9):
  • [10] Barriers to artificial intelligence adoption in smart cities: A systematic literature review and research agenda
    Ben Rjab, Amal
    Mellouli, Sehl
    Corbett, Jacqueline
    [J]. GOVERNMENT INFORMATION QUARTERLY, 2023, 40 (03)