Streamlining Legal Document Management: A Knowledge-Driven Service Platform Article Swipe
Valerio Bellandi
,
Silvana Castano
,
Stefano Montanelli
,
Stefano Siccardi
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1007/s42979-025-03694-y
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1007/s42979-025-03694-y
Managing legal documents, particularly court judgments, can pose a significant challenge due to the extensive and continuously growing volume of involved data. The IDJ platform proposed in this paper aims to tackle this challenge by providing knowledge-driven services designed to enforce the streamlined management of legal documents. The IDJ platform consists of a set of modules, repositories, and data flows that interoperate to realize service pipelines enforcing legal document analytics and exploration processes based on a combination of Natural Language Processing (NLP), machine learning, and syntactic rules. In the paper, we describe two service pipelines enforcing knowledge-driven processes over legal documents, namely the entity-based document analytics, and the concept-based document exploration. A comprehensive experimentation of the proposed knowledge-based service pipelines in a real scenario is finally provided, by considering a corpus repository of Italian court decisions collected in the framework of the Next Generation UPP (NGUPP) digital justice project.
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- Landing Page
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All OpenAlex metadata
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https://openalex.org/W4407557983Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1007/s42979-025-03694-yDigital Object Identifier
- Title
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Streamlining Legal Document Management: A Knowledge-Driven Service PlatformWork title
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articleOpenAlex work type
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enPrimary language
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2025Year of publication
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2025-02-14Full publication date if available
- Authors
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Valerio Bellandi, Silvana Castano, Stefano Montanelli, Stefano SiccardiList of authors in order
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https://doi.org/10.1007/s42979-025-03694-yPublisher landing page
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://doi.org/10.1007/s42979-025-03694-yDirect OA link when available
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Knowledge management, Document management system, Business, Service (business), Process management, Computer science, Database, MarketingTop concepts (fields/topics) attached by OpenAlex
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0Total citation count in OpenAlex
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10Other works algorithmically related by OpenAlex
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