Wind of change: how ChatGPT and big data can reshape the knowledge management paradigm?
Sumbal, Muhammad Saleem; Amber, Quratulain; Tariq, Adeel; Rasiq, Muhammad Mustafa; Tsui, Eric (2024-08-02)
Post-print / Final draft
Sumbal, Muhammad Saleem
Amber, Quratulain
Tariq, Adeel
Rasiq, Muhammad Mustafa
Tsui, Eric
02.08.2024
Industrial Management & Data Systems
Emerald Publishing Limited
School of Engineering Science
Kaikki oikeudet pidätetään.
© 2024, Emerald Publishing Limited
© 2024, Emerald Publishing Limited
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2024080163229
https://urn.fi/URN:NBN:fi-fe2024080163229
Tiivistelmä
Purpose
The new disruption in the form of ChatGPT can be a valuable tool for organizations to enhance their knowledge management and decision-making capabilities. This article explores how ChatGPT can enhance organizations' KM capability for improved decision-making and identifies potential risks and opportunities.
Design/methodology/approach
Using existing literature and a small-scale case study, we develop a conceptual framework for implementing artificial intelligence on the internal organizational knowledge base of big data and its integration with a larger knowledge base of ChatGPT.
Findings
This viewpoint conceptualizes integrating knowledge management and ChatGPT for improved organizational decision-making. By facilitating efficient information retrieval, personalized learning, collaborative knowledge sharing, real-time decision support, and continuous improvement, ChatGPT can help organizations stay competitive and achieve business success.
Research limitations/implications
This is one of the first studies on the integration of organizational knowledge management systems with ChatGPT. This research work proposes a conceptual model on integration of knowledge management with generative AI which can be further tested in actual work settings to check it's applicability and make further modifications.
Practical implications
The study provided insights to managers and executives who, in collaboration with IT professionals, can devise a mechanism for integrating existing knowledge management systems in organizations with ChatGPT.
Originality/value
This is one of the first studies exploring the linkage between ChatGPT and knowledge management for informed decision-making.
The new disruption in the form of ChatGPT can be a valuable tool for organizations to enhance their knowledge management and decision-making capabilities. This article explores how ChatGPT can enhance organizations' KM capability for improved decision-making and identifies potential risks and opportunities.
Design/methodology/approach
Using existing literature and a small-scale case study, we develop a conceptual framework for implementing artificial intelligence on the internal organizational knowledge base of big data and its integration with a larger knowledge base of ChatGPT.
Findings
This viewpoint conceptualizes integrating knowledge management and ChatGPT for improved organizational decision-making. By facilitating efficient information retrieval, personalized learning, collaborative knowledge sharing, real-time decision support, and continuous improvement, ChatGPT can help organizations stay competitive and achieve business success.
Research limitations/implications
This is one of the first studies on the integration of organizational knowledge management systems with ChatGPT. This research work proposes a conceptual model on integration of knowledge management with generative AI which can be further tested in actual work settings to check it's applicability and make further modifications.
Practical implications
The study provided insights to managers and executives who, in collaboration with IT professionals, can devise a mechanism for integrating existing knowledge management systems in organizations with ChatGPT.
Originality/value
This is one of the first studies exploring the linkage between ChatGPT and knowledge management for informed decision-making.
Lähdeviite
Sumbal, M.S., Amber, Q., Tariq, A., Raziq, M.M. and Tsui, E. (2024), "Wind of change: how ChatGPT and big data can reshape the knowledge management paradigm?", Industrial Management & Data Systems, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IMDS-06-2023-0360
Alkuperäinen verkko-osoite
https://www.emerald.com/insight/content/doi/10.1108/IMDS-06-2023-0360/full/htmlKokoelmat
- Tieteelliset julkaisut [1556]