Human Evaluation Experiment of Legal Information Retrieval Methods
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14220%2F21%3A00123262" target="_blank" >RIV/00216224:14220/21:00123262 - isvavai.cz</a>
Result on the web
<a href="https://ebooks.iospress.nl/volume/legal-knowledge-and-information-systems-jurix-2021-the-thirty-fourth-annual-conference-vilnius-lithuania-810-december-2021" target="_blank" >https://ebooks.iospress.nl/volume/legal-knowledge-and-information-systems-jurix-2021-the-thirty-fourth-annual-conference-vilnius-lithuania-810-december-2021</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3233/FAIA210328" target="_blank" >10.3233/FAIA210328</a>
Alternative languages
Result language
angličtina
Original language name
Human Evaluation Experiment of Legal Information Retrieval Methods
Original language description
In this article, I present the results of the human evaluation experiment of three commonly used methods in legal information retrieval and a new ”multilayered” approach. I use the doc2vec model, citation network analysis and two topic modelling algorithms for the Czech Supreme Court decisions retrieval and evaluate their performance. To improve the accuracy of the results of these methods, I combine the methods in a ”multilayered” way and perform the subsequent evaluation. Both evaluation experiments are conducted with a group of legal experts to assess the applicability and usability of the methods for legal information retrieval. The combination of the doc2vec and citations is found satisfactory accurate for practical use for the Czech court decisions retrieval.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
50501 - Law
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Frontiers in Artificial Intelligence and Applications, Vol. 346 Legal Knowledge and Information Systems. Proceedings of JURIX 2021.
ISBN
9781643682525
ISSN
0922-6389
e-ISSN
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Number of pages
7
Pages from-to
131-137
Publisher name
IOS Press
Place of publication
Amsterdam, Berlin, Washington, DC
Event location
Vilnius, Litva
Event date
Dec 8, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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