Wind of change: how ChatGPT and big data can reshape the knowledge management paradigm?

Muhammad Saleem Sumbal, Quratulain Amber, Adeel Tariq, Muhammad Mustafa Raziq, Eric Tsui

Research output: Journal article publicationJournal articleAcademic researchpeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)2736-2757
Number of pages22
JournalIndustrial Management and Data Systems
Volume124
Issue number9
Early online date2 Aug 2024
DOIs
Publication statusPublished - 28 Aug 2024

Keywords

  • Big data
  • ChatGPT
  • Decision making
  • Explicit knowledge
  • Knowledge management
  • Tacit knowledge

ASJC Scopus subject areas

  • Management Information Systems
  • Industrial relations
  • Computer Science Applications
  • Strategy and Management
  • Industrial and Manufacturing Engineering

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