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Computational Analysis and Ontology Construction of Legal Texts

by Bin Zhang , Manman Cheng
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Current price ₹12,957.00
Original price ₹13,260.00
Original price ₹13,260.00
Original price ₹13,260.00
(-2%)
₹12,957.00
Current price ₹12,957.00

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Book cover type: Paperback
  • ISBN13: 9786209851476
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 412
  • Original Price: GBP 102.0
  • Language: English
  • Edition: N/A
  • Item Weight: 549 grams
  • BISAC Subject(s): Sociology / General

This research develops a framework for transforming legal texts into knowledge graphs via topic-driven ontology construction, integrating Latent Dirichlet Allocation with OWL/RDF formalization.Methodology: (1) text preprocessing, (2) LDA-based topic discovery, (3) topic-to-ontology translation, (4) instance mapping, (5) relationship establishment, (6) validation. Technical implementation uses OWL/RDF for specification and SPARQL for querying.Applications include intelligent legal question-answering, automated conflict detection, and legislative impact analysis. Integration of topic modeling with ontology engineering reduces annotation costs while maintaining fidelity. Domain-specific models (LEGAL-BERT) enhance performance but require expert validation.This work bridges statistical analysis and formal representation, advancing legal infrastructure from documents to graph-based systems.

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