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Home / Archives / Volume-6 / Issue-2 / Article-7

‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval

Adarsh S Thambi ,  Arpitha Devangavi,  Pankaja R,  Aditi Joshi
Open Access
Volume - 6 • Issue - 2 • june 2024
157-170  556 PDF
Abstract

This research proposes LAWGIC (where law meets logic), an automated legal document classification and retrieval system leveraging topic modelling using Latent Dirichlet Allocation (LDA). LAWGIC utilizes the Indian Kanoon website as its data source, focusing on Supreme Court of India documents. LDA is used to extract meaningful themes from legal documents and assign them to the most relevant topic. This frees legal professionals from manual categorization, improves accuracy, and empowers them to work with greater efficiency. The system also provides a user interface for efficient retrieval and exploration of documents and topics.

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Thambi, Adarsh S, Arpitha Devangavi, Pankaja R, and Aditi Joshi. "‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval." Journal of Electronics and Informatics 6, no. 2 (2024): 157-170. doi: 10.36548/jei.2024.2.007
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Thambi, A. S., Devangavi, A., R, P., & Joshi, A. (2024). ‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval. Journal of Electronics and Informatics, 6(2), 157-170. https://doi.org/10.36548/jei.2024.2.007
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Thambi, Adarsh S, et al. "‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval." Journal of Electronics and Informatics, vol. 6, no. 2, 2024, pp. 157-170. DOI: 10.36548/jei.2024.2.007.
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Thambi AS, Devangavi A, R P, Joshi A. ‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval. Journal of Electronics and Informatics. 2024;6(2):157-170. doi: 10.36548/jei.2024.2.007
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A. S. Thambi, A. Devangavi, P. R, and A. Joshi, "‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval," Journal of Electronics and Informatics, vol. 6, no. 2, pp. 157-170, Jun. 2024, doi: 10.36548/jei.2024.2.007.
Copy Citation
Thambi, A.S., Devangavi, A., R, P. and Joshi, A. (2024) '‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval', Journal of Electronics and Informatics, vol. 6, no. 2, pp. 157-170. Available at: https://doi.org/10.36548/jei.2024.2.007.
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@article{thambi2024,
  author    = {Adarsh S Thambi and Arpitha Devangavi and Pankaja R and Aditi Joshi},
  title     = {{‘LAWGIC’: An Application for Automated Legal Document Classification and Retrieval}},
  journal   = {Journal of Electronics and Informatics},
  volume    = {6},
  number    = {2},
  pages     = {157-170},
  year      = {2024},
  publisher = {IRO Journals},
  doi       = {10.36548/jei.2024.2.007},
  url       = {https://doi.org/10.36548/jei.2024.2.007}
}
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Keywords
Automated Document Categorization Information Retrieval Legal Latent Dirichlet Allocation (LDA) Topic Modelling
Published
07 June, 2024
e-ISSN: 2582-3825
4 issues per year
DOI: https://doi.org/10.36548/jei
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