Role of Artificial Intelligence in Creating Excellence in Entrepreneurship: A Literature Review

Authors

  •   Kumar Gaurav Research Scholar, Department of Humanities, Social Science and Management, National Institute of Technology Jamshedpur, Jharkhand - 831 014, & Doctoral fellow, Dr. Ambedkar International Centre, New Delhi
  •   Jogeswar Mahato Research Scholar, Department of Humanities, Social Science and Management, National Institute of Technology Jamshedpur, Jharkhand - 831 014

DOI:

https://doi.org/10.17010/ijcs/2023/v8/i4/173266

Keywords:

Artificial Intelligence

, Entrepreneurship, Literature Review.

Paper Submission Date

, June 12, 2023, Paper sent back for Revision, June 23, Paper Acceptance Date, June 29, Paper Published Online, August 5, 2023.

Abstract

Artificial Intelligence (AI) is a digitally controlled robot or computer function that performs human activities. It has a significant impact on the prospects of entrepreneurial activities in a business circumstance. Artificial Intelligence has made it easier to reach a specific audience by recognising patterns in how people search and by giving them the information they need. Because of the growth of automation and Artificial Intelligence (AI), new ways of running a business are coming up. There isn't a lot of study on how digitalisation and entrepreneurship work together. So, the present study aims to learn more about this area and gives a semantic analysis of the contributions of Artificial Intelligence in the areas of entrepreneurship. Based on the results, it is clear that AI helps managers hire the right people for the job by analysing a potential of candidates based on their interests and past work experience and choosing the right person for the job. It also helps find risks, and protects companies from cyber attacks, keeps systems organised, and ensures everything works well. It protects the business infrastructure by recognising cyber threats from data by looking for trends.

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Published

2023-08-31

How to Cite

Gaurav, K., & Mahato, J. (2023). Role of Artificial Intelligence in Creating Excellence in Entrepreneurship: A Literature Review. Indian Journal of Computer Science, 8(4), 29–35. https://doi.org/10.17010/ijcs/2023/v8/i4/173266

References

D. Cetindamar, T. Lammers, and Y. Zhang, “Exploring the knowledge spillovers of a technology in an entrepreneurial ecosystem—The case of Artificial Intelligence in Sydney,†Thunderbird Int. Bus. Rev., vol. 62, no. 5, pp. 457–474, 2020. doi: 10.1002/tie.22158.

E. G. Carayannis and E. Grigoroudis, “Introduction to the Handbook of research on Artificial Intelligence, innovation and entrepreneurship,†in Handbook Res. Artif. Intell., Innov. Entrepreneurship, pp. 1–6, 2023. Edward Elgar Publishing.

D. Dubin and W. Xiaoxia, “Human-computer system design of entrepreneurship education based on artificial intelligence and image feature retrieval,†J. Intell. Fuzzy Syst., vol. 39, no. 4, pp. 5927–5939, 2020, doi: 10.3233/JIFS-189067.

B. Ge and L. Zhao, “The impact of the integration of opportunity and resources of new ventures on entrepreneurial performance: The moderating role of BDAC-AI,†Syst. Res. Behav. Sci., vol. 39, no. 3, pp. 440–461, 2022, doi: 10.1002/sres.2850.

S. M. Ahmed, “Artificial intelligence in Saudi Arabia: Leveraging entrepreneurship in the Arab markets,†in 2019 Amity Int. Conf. Artif. Intell., Dubai, UAE, pp. 394–398, 2019, doi: 10.1109/AICAI.2019.8701348.

S. B. Jabeur, H. Ballouk, S. Mefteh-Wali, and A. Omri, “Forecasting the macrolevel determinants of entrepreneurial opportunities using Artificial Intelligence models,†Technological Forecasting Social Change, vol. 175, 2022, Art. no. 121353, doi: 10.1016/j.techfore.2021.121353.

B. L. Lavanya, H. Mattaparti, S. R. Babu, and A. Aisha, “Implementation of Artificial Intelligence in entrepreneurship: An empirical study,†J. Pharmaceutical Negative Results, vol. 14, no. 2, pp. 231–242, 2023, doi: 10.47750/pnr.2023.14.02.29.

C. Gerling, P. Meier, and C. Koehler, “AI meets digital: A critical review on Artificial Intelligence in digital entrepreneurship,†2022. [Online]. Available: https://aisel.aisnet.org/ecis2022_rp/21

A. Brem, F. Giones, and M. Werle, “The AI digital revolution in innovation: A conceptual framework of artificial intelligence technologies for the management of innovation,†IEEE Trans. Eng. Manage., vol. 70, no. 2, pp. 770–776, 2021, doi: 10.1109/TEM.2021.3109983.

A. Sharma, “Entrepreneurship and role of AI,†In Proc. 2019 2nd Int. Conf. Signal Process. Mach. Learn., pp. 122–126, Nov. 2019, Assoc. Computing Machinery, NY, USA, doi: 10.1145/3372806.3374910.

Y. Chen, L. J. Albert, and S. Jensen, “Innovation farm: Teaching Artificial Intelligence through gamified social entrepreneurship in an introductory MIS course,†Decision Sciences J. Innovative Educ., vol. 20, no. 1, pp. 43–56, 2022, doi: 10.1111/dsji.12253.

D. A. Shepherd and A. Majchrzak, “Machines augmenting entrepreneurs: Opportunities (and threats) at the Nexus of artificial intelligence and entrepreneurship,†J. Bus. Venturing, vol. 37, no. 4, 106227, 2022.

H. Chen, “Research on innovation and entrepreneurship based on artificial intelligence system and neural network algorithm,†J. Intell. Fuzzy Syst., vol. 40, no. 2, pp. 2517–2528, 2021, doi: 10.3233/JIFS-189245.

D. M. Townsend and R. A. Hunt, “Entrepreneurial action, creativity, & judgment in the age of artificial intelligence,†J. Bus. Venturing Insights, 11, e00126, 2019, doi: 10.1016/j.jbvi.2019.e00126.

Z. Huang and G. Liu, “Prediction model of college students entrepreneurship ability based on artificial intelligence and fuzzy logic model,†J. Intell. Fuzzy Sys., vol. 40, no. 2, pp. 2541–2552, Feb. 2021, doi: 10.3233/JIFS-189247.

J. Li and M. Yao, “New framework of digital entrepreneurship model based on artificial intelligence and cloud computing,†Mobile Inf. Sys., vol. 6, pp. 1–11, 2021, doi: 10.1155/2021/3080160.

M. Weber, M. Beutter, J. Weking, M. Böhm, and H. Krcmar, “AI startup business models: Key characteristics and directions for entrepreneurship research,†Bus. Inf. Sys. Eng., vol. 64, no. 1, pp. 91–109, 2022.

S. Darwish, A. Darwish, and V. Bunagan, “New aspects on using artificial intelligence to shape the future of entrepreneurs,†Inf. Sciences Lett., vol. 9, no. 1, Jan. 2020.

S. Desai, “Artificial intelligence and entrepreneurship: some thoughts for entrepreneurship researchers,†In A Res. Agenda Entrepreneurship Innov., Edward Elgar Publishing, 2019.

D. Chalmers, N. G. MacKenzie, and S. Carter, “Artificial intelligence and entrepreneurship: Implications for venture creation in the fourth industrial revolution,†Entrepreneurship Theory Pract., vol. 45, no. 5, pp. 1028–1053, 2021, doi: 10.1177/1042258720934581.

A. Hassan and A. M. H. A. A. Moaraj, “The role of Artificial Intelligence in entrepreneurship,†in Artif. Intell. Sustain. Finance Sustain. Technol.: Proc. ICGER 2021 , A.M.A.M. Al-Sartawi, Ed., pp. 530–542, 2022. Springer Int. Publishing.

M. M. Alqahtani, “Artificial intelligence and entrepreneurship education: A paradigm in Qatari higher education institutions after COVID-19 pandemic,†Int. J. Data Netw. Sci., vol. 7, no. 2, pp. 695–706, 2023, doi: 10.5267/j.ijdns.2023.3.002.

A. A. A. Ahmed and A. Ganapathy, “Creation of automated content with embedded Artificial Intelligence: A study on learning management system for educational entrepreneurship,†Acad. Entrepreneurship J., vol. 27, no. 3, pp. 1–10, Art no. 2021. [Online]. Available: https://www.abacademies.org/articles/creation-of-automated-content-with-embedded-artificial-intelligence-a-study-on-learning-management-system-for-educational-entrepre-11233.html

M. V. Vinichenko, A. V. Melnichuk, and P. Karácsony, “Technologies of improving the university efficiency by using Artificial Intelligence: Motivational aspect,†Entrepreneurship Sustainability Issues, vol. 7, no. 4, pp. 2696–2714, 2020.

N. Upadhyay, S. Upadhyay, and Y. K. Dwivedi, “Theorizing artificial intelligence acceptance and digital entrepreneurship model,†Int. J. Entrepreneurial Behavior Res., vol. 28, no. 5, pp. 1138–1166, 2022, doi: 10.1108/IJEBR-01-2021-0052.

R. Dubey, A. Gunasekaran, S. J. Childe, D. J. Bryde, M. Giannakis, C. Foropon, D. Roubaud, and B. T. Hazen, “Big data analytics and artificial intelligence pathway to operational performance under the effects of entrepreneurial orientation and environmental dynamism: A study of manufacturing organisations,†Int. J. Prod. Econ., 226, 107599, Aug. 2020, doi: 10.1016/j.ijpe.2019.107599.

M. Wilson, J. Paschen, and L. Pitt, “The circular economy meets artificial intelligence (AI): Understanding the opportunities of AI for reverse logistics,†Manage. Environmental Qual.: An Int. J., vol. 33, no. 1, pp. 9–25, 2022, doi: 10.1108/MEQ-10-2020-0222.

F. Saddique, M. Usman, M. Nawaz, and N. Mushtaq, “Entrepreneurial orientation and human resource management: The mediating role of Artificial Intelligence,†Ilkogretim Online, vol. 19, no. 4, pp. 4969–4978, 2020. [Online]. Available: https://www.bibliomed.org/?mno=101529

B. B. Gupta, A. Gaurav, P. K. Panigrahi, and V. Arya, “Analysis of artificial intelligence-based technologies and approaches on sustainable entrepreneurship,†Technological Forecasting Social Change, vol. 186, Part B, 122152, Jan. 2023, doi: 10.1016/j.techfore.2022.122152.

C. Blanco-González-Tejero, B. Ribeiro-Navarrete, E. Cano-Marin, and W. C. McDowell, “A systematic literature review on the role of Artificial Intelligence in entrepreneurial activity,†Int. J. Semantic Web Inf. Sys., vol. 19, no. 1, pp. 1–16, 2023, doi: 10.4018/IJSWIS.318448.

H. Lee, H. Kollwand, V. E. Balas, and A. Paul, “Role of artificial intelligence and enterprise risk management to promote corporate entrepreneurship and business performance: Evidence from Korean banking sector,†J. Intell. Fuzzy Sys.: Appl. Eng. Technol., vol. 39, no. 4, pp. 5369–5386, 2020, doi: 10.3233/JIFS-189022.

D. Cetindamar, T. Lammers, and Y. Zhang, “Exploring the knowledge spillovers of a technology in an entrepreneurial ecosystem—The case of artificial intelligence in Sydney,†Thunderbird Int. Bus. Rev., vol. 62, no. 5, pp. 457–474, 2020, doi: 10.1002/tie.22158.

M. T. Nuseir, M., M. F. Basheer, and A. Aljumah, “Antecedents of entrepreneurial intentions in smart city of Neom Saudi Arabia: Does the entrepreneurial education on artificial intelligence matter?†Cogent Bus. Manage., vol. 7, no. 1, 2020, Art. no. 1825041, doi: 10.1080/23311975.2020.1825041.

J. Ughulu, “The role of Artificial intelligence (AI) in starting, automating and scaling businesses for entrepreneurs,†ScienceOpen Preprints, pp. 1–12, 2022, doi: 10.14293/S2199-1006.1.SOR-.PP5ZKWJ.v1.

S. A. A. Bokhari and S. Myeong, “Use of artificial intelligence in smart cities for smart decision-making: A social innovation perspective,†Sustainability, vol. 14, no. 2, 620, Jul. 2022, doi:10.3390/su14020620.