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The present work aims at relevant information retrieval in context of a chosen domain. The paper proposes a framework which employs dedicated Domain Dictionary for this purpose. It is anticipated that the proposed framework will make the Intelligence (INT) cycle efficient in the general areas related to Military, Law enforcement, Civilian or Business. The details on the framework viz. Retrieve and Load Module, Domain Dictionary Generation Module and Relevancy Tagging Module have been provided. The proposed approach to realize the identified components has been elaborated. In a military context, the module has been evaluated and observed to be useful in Situation (SIT) Assessment. In a nutshell, leveraging the proposed framework and automating the process of retrieving relevant information specific to a given domain will lead to an enhanced situational assessment with INT cycle by making it significantly faster.

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A Framework for Information Retrieval Using Domain Specific Dictionary: Illustration Through Enhancing the Intelligence Cycle

  • 会议论文

  • 发表日期：

    2025年

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  • Lakshmish Nayak,
  • Bharathi Ramudu,
  • Malay Kumar Nema,
  • Rituraj Kumar

摘要

The present work aims at relevant information retrieval in context of a chosen domain. The paper proposes a framework which employs dedicated Domain Dictionary for this purpose. It is anticipated that the proposed framework will make the Intelligence (INT) cycle efficient in the general areas related to Military, Law enforcement, Civilian or Business. The details on the framework viz. Retrieve and Load Module, Domain Dictionary Generation Module and Relevancy Tagging Module have been provided. The proposed approach to realize the identified components has been elaborated. In a military context, the module has been evaluated and observed to be useful in Situation (SIT) Assessment. In a nutshell, leveraging the proposed framework and automating the process of retrieving relevant information specific to a given domain will lead to an enhanced situational assessment with INT cycle by making it significantly faster.