Document Similarity of Czech Supreme Court decisions

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14220%2F20%3A00116010" target="_blank" >RIV/00216224:14220/20:00116010 - isvavai.cz</a>
Result on the web
<a href="https://journals.muni.cz/mujlt/article/view/12950" target="_blank" >https://journals.muni.cz/mujlt/article/view/12950</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.5817/MUJLT2020-1-5" target="_blank" >10.5817/MUJLT2020-1-5</a>

Result language
angličtina
Original language name
Document Similarity of Czech Supreme Court decisions
Original language description
Retrieval of court decisions dealing with a similar legal matter is a prevalent task performed by lawyers as it is a part of a relevant decision-making practice review. In spite of the natural language processing methods that are currently available, this legal research is still mostly done through Boolean searches or by contextual retrieval. In this study, it is experimentally verified whether the doc2vec method together with cosine similarity, can automatically retrieve the Czech Supreme Court decisions dealing with a similar legal issue as a given decision. Furthermore, the limits and challenges of these methods and its application on the Czech Supreme Court decisions are discussed.
Czech name
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Czech description
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Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
—
OECD FORD branch
50501 - Law

Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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