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September 17, 2025International Journal of Computer Science and Information TechnologyOpen Access

Hard-Soft Data Fusion With Chatgpt: Toward Structured Representations and Automated Reasoning

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Authors

NGNicholas GahmanVEVinayak Elangovan

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Overview

Analysis reveals strengths of approaches for data fusion using ChatGPT, indicating potential for automated reasoning.

Key Points

  • The implementation of a ChatGPT-based extension transforms unstructured natural language into structured data.
  • A prototype automatic inference system interprets outputs of data fusion, enhancing decision-support capabilities.
  • The study evaluates multiple strategies for integrating hard and soft data, identifying their strengths and limitations.
  • This work lays groundwork for advanced automated reasoning tools, crucial for actionable insights and data interpretation.

Cite This Study

Gahman et al. (2025) studied this question.

synapsesocial.com/papers/68d45e4e31b076d99fa5e53fhttps://doi.org/10.5121/ijcsit.2025.17401
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