Generative AI in Entrepreneurship Research: Principles and Practical Guidance for Intelligence Augmentation

被引:1
|
作者
Ferrati, Francesco [1 ]
Kim, Phillip H. [2 ]
Muffatto, Moreno [1 ]
机构
[1] Univ Padua, Sch Entrepreneurship SCENT, Dept Ind Engn, Padua, Italy
[2] Babson Coll, Arthur M Blank Ctr Entrepreneurship, Wellesley, MA USA
来源
关键词
Generative AI; ChatGPT; GPT; artificial intelligence; intelligence augmentation; large language models; prompt engineering; research process; entrepreneurship; ARTIFICIAL-INTELLIGENCE; TRUST;
D O I
10.1561/0300000121
中图分类号
F [经济];
学科分类号
02 ;
摘要
This monograph investigates the integration of generative artificial intelligence (AI) into the academic research process of entrepreneurship. Specifically, we explore using Large Language Models (LLMs) like ChatGPT in several research scenarios to support novice and established researchers. As a practical guide, we introduce researchers to prompt engineering - formulating instructions for the LLMs to generate a desired output. We classify different types of prompts, present various technical strategies, and suggest the design of an effective prompt formula. We illustrate the prompt engineering process with different examples for entrepreneurship research.
引用
收藏
页码:245 / 383
页数:139
相关论文
共 50 条
  • [31] Generative AI: ensuring transparency and emphasising human intelligence and accountability
    Bagenal, Jessamy
    Biamis, Christina
    Boillot, Morgane
    Brierley, Rob
    Chew, Mabel
    Dehnel, Tim
    Frankish, Helen
    Grainger, Emma
    Pope, Jessica
    Prowse, Jamie
    Samuel, Diana
    Slogrove, Amy L.
    Stacey, Julie
    Thapaliya, Gita
    Trethewey, Fio
    Wang, Helena Hui
    Varley-Reeves, Joshua
    Kleinert, Sabine
    LANCET, 2024, 404 (10468): : 2142 - 2143
  • [32] Integrating Generative AI in Software Engineering Education: Practical Strategies
    Li, Yishu
    Keung, Jacky
    Ma, Xiaoxue
    2024 INTERNATIONAL SYMPOSIUM ON EDUCATIONAL TECHNOLOGY, ISET, 2024, : 49 - 53
  • [33] ChatGPT and Generative AI Tools for Learning and Research
    Kim, Bohyun
    Computers in Libraries, 2023, 43 (06) : 41 - 42
  • [34] Organizational Sustainability of Generative AI-Driven Optimization Intelligence
    Agrawal, Kalyan Prasad
    JOURNAL OF COMPUTER INFORMATION SYSTEMS, 2023,
  • [35] Usefulness of Generative Artificial Intelligence (AI) Tools in Pediatric Dentistry
    Kusaka, Satoru
    Akitomo, Tatsuya
    Hamada, Masakazu
    Asao, Yuria
    Iwamoto, Yuko
    Tachikake, Meiko
    Mitsuhata, Chieko
    Nomura, Ryota
    DIAGNOSTICS, 2024, 14 (24)
  • [36] A practical review of generative AI in cardiac electrophysiology medical education
    Hanycz, Shaun A.
    Antiperovitch, Pavel
    JOURNAL OF ELECTROCARDIOLOGY, 2025, 90
  • [37] Generative AI in the English Composition Classroom Practical and Adaptable Strategies
    Parviz, Muhammed
    INTERNATIONAL JOURNAL OF COMPUTER-ASSISTED LANGUAGE LEARNING AND TEACHING, 2025, 15 (01)
  • [38] A new research agenda for African generative AI
    Adams, Rachel
    Alayande, Ayantola
    Brey, Zameer
    Browning, Brantley
    Gastrow, Michael
    Kponyo, Jerry John
    Mathew, Dona
    Nkosi, Moremi
    Nunoo-Mensah, Henry
    Nyakundi, Diana
    Odumuyiwa, Victor
    Okunowo, Olubunmi
    Olbrich, Philipp
    Omar, Nawal
    Omotubora, Kemi
    Plantinga, Paul
    Razzano, Gabriella
    Schroeder, Zara
    Agbemenu, Andrew Selasi
    Sey, Araba
    Shilongo, Kristophina
    Shirude, Shreya
    Smith, Matthew
    Tchao, Eric Tutu
    Uwizera, Davy K.
    NATURE HUMAN BEHAVIOUR, 2023, 7 (11) : 1839 - 1841
  • [39] Towards a Design (Research) Framework with Generative AI
    van der Maden, Willem
    van Beek, Evert
    Nicenboim, Iohanna
    van der Burg, Vera
    Kun, Peter
    Lomas, Derek
    Kang, Eunsu
    COMPANION PROCEEDINGS OF THE 2023 ACM DESIGNING INTERACTIVE SYSTEMS CONFERENCE, DIS COMPANION 2023, 2023, : 107 - 109
  • [40] A new research agenda for African generative AI
    Rachel Adams
    Ayantola Alayande
    Zameer Brey
    Brantley Browning
    Michael Gastrow
    Jerry John Kponyo
    Dona Mathew
    Moremi Nkosi
    Henry Nunoo-Mensah
    Diana Nyakundi
    Victor Odumuyiwa
    Olubunmi Okunowo
    Philipp Olbrich
    Nawal Omar
    Kemi Omotubora
    Paul Plantinga
    Gabriella Razzano
    Zara Schroeder
    Andrew Selasi Agbemenu
    Araba Sey
    Kristophina Shilongo
    Shreya Shirude
    Matthew Smith
    Eric Tutu Tchao
    Davy K. Uwizera
    Nature Human Behaviour, 2023, 7 : 1839 - 1841