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Streamlining the Selection Phase of Systematic Literature Reviews (SLRs) Using AI-Enabled GPT-4 Assistant API

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  • المؤلفون: Jafari, Seyed Mohammad Ali
  • نوع التسجيلة:
    Electronic Resource
  • الدخول الالكتروني :
    http://arxiv.org/abs/2402.18582
  • معلومة اضافية
    • Publisher Information:
      2024-01-14
    • نبذة مختصرة :
      The escalating volume of academic literature presents a formidable challenge in staying updated with the newest research developments. Addressing this, this study introduces a pioneering AI-based tool, configured specifically to streamline the efficiency of the article selection phase in Systematic Literature Reviews (SLRs). Utilizing the robust capabilities of OpenAI's GPT-4 Assistant API, the tool successfully homogenizes the article selection process across a broad array of academic disciplines. Implemented through a tripartite approach consisting of data preparation, AI-mediated article assessment, and structured result presentation, this tool significantly accelerates the time-consuming task of literature reviews. Importantly, this tool could be highly beneficial in fields such as management and economics, where the SLR process involves substantial human judgment. The adoption of a standard GPT model can substantially reduce potential biases and enhance the speed and precision of the SLR selection phase. This not only amplifies researcher productivity and accuracy but also denotes a considerable stride forward in the way academic research is conducted amidst the surging body of scholarly publications.
      Comment: 11 pages, 5 figures
    • الموضوع:
    • Availability:
      Open access content. Open access content
    • Other Numbers:
      COO oai:arXiv.org:2402.18582
      1438530359
    • Contributing Source:
      CORNELL UNIV
      From OAIster®, provided by the OCLC Cooperative.
    • الرقم المعرف:
      edsoai.on1438530359
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