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@inproceedings{1810038,
author = {Novotná, Tereza},
address = {Amsterdam, Berlin, Washington, DC},
booktitle = {Frontiers in Artificial Intelligence and Applications, Vol. 346 Legal Knowledge and Information Systems. Proceedings of JURIX 2021.},
doi = {http://dx.doi.org/10.3233/FAIA210328},
edition = {vol. 346},
editor = {Erich Schweighofer},
keywords = {human evaluation; court decisions retrieval; doc2vec; citation analysis; LDA; multilayered approach},
howpublished = {elektronická verze "online"},
language = {eng},
location = {Amsterdam, Berlin, Washington, DC},
isbn = {978-1-64368-252-5},
pages = {131-137},
publisher = {IOS Press},
title = {Human Evaluation Experiment of Legal Information Retrieval Methods},
url = {https://ebooks.iospress.nl/volume/legal-knowledge-and-information-systems-jurix-2021-the-thirty-fourth-annual-conference-vilnius-lithuania-810-december-2021},
year = {2021}
}
TY - JOUR
ID - 1810038
AU - Novotná, Tereza
PY - 2021
TI - Human Evaluation Experiment of Legal Information Retrieval Methods
PB - IOS Press
CY - Amsterdam, Berlin, Washington, DC
SN - 9781643682525
KW - human evaluation
KW - court decisions retrieval
KW - doc2vec
KW - citation analysis
KW - LDA
KW - multilayered approach
UR - https://ebooks.iospress.nl/volume/legal-knowledge-and-information-systems-jurix-2021-the-thirty-fourth-annual-conference-vilnius-lithuania-810-december-2021
N2 - 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.
ER -
NOVOTNÁ, Tereza. Human Evaluation Experiment of Legal Information Retrieval Methods. Online. In Erich Schweighofer. \textit{Frontiers in Artificial Intelligence and Applications, Vol. 346 Legal Knowledge and Information Systems. Proceedings of JURIX 2021.}. vol. 346. Amsterdam, Berlin, Washington, DC: IOS Press, 2021, s.~131-137. ISBN~978-1-64368-252-5. Dostupné z: https://dx.doi.org/10.3233/FAIA210328.
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