AI System to Generate Context-Based Answers to Questions from Legal Bibliographic Text in Law Libraries

AI-based Question-Answering (QA) systems offer an efficient means of retrieving information from legal bibliographic datasets. This study proposes a content-based selector model that extracts minimal yet relevant contextual responses to user queries. By incorporating theories of reference service, particularly Bernard F. Vavrek’s holistic approach and S.R. Ranganathan’s principles, this research contextualises AI-driven solutions within traditional library services. The findings demonstrate the robustness of AI in enhancing reference services, supplementing but not replacing human librarians.

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Publication Details

Journal
DESIDOC Journal of Library & Information Technology
Published
2025-08-22
DOI
https://doi.org/10.14429/djlit.21134
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
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article

AI System to Generate Context-Based Answers to Questions from Legal Bibliographic Text in Law Libraries

Vikas Bhushan, Agnihotri Bhattacharyya
DESIDOC Journal of Library & Information Technology
Topic Modeling
article

AI System to Generate Context-Based Answers to Questions from Legal Bibliographic Text in Law Libraries

Vikas Bhushan, Agnihotri Bhattacharyya
article en

Abstract

AI-based Question-Answering (QA) systems offer an efficient means of retrieving information from legal bibliographic datasets. This study proposes a content-based selector model that extracts minimal yet relevant contextual responses to user queries. By incorporating theories of reference service, particularly Bernard F. Vavrek’s holistic approach and S.R. Ranganathan’s principles, this research contextualises AI-driven solutions within traditional library services. The findings demonstrate the robustness of AI in enhancing reference services, supplementing but not replacing human librarians.

DESIDOC Journal of Library & Information TechnologyVol. 45(5)
West Bengal National University of Juridical Sciences (IN)
Openalex Percentile: Top 88%
Topic Modeling
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