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政大機構典藏 > 資訊學院 > 資訊科學系 > 專書/專書篇章 > Item 140.119/153803

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/153803

Title:	Modeling the judgments of civil cases of support for the elderly at the district courts in Taiwan
Authors:	劉昭麟 Liu, Chao-Lin;Liu, Wei-Zhi;Wu, Po-Hsien;Li, Wei-Jie;Huang, Sieh-chuen;Huang, Ho-Chien
Contributors:	資訊系
Keywords:	Legal Informatics;Artificial Intelligence;Machine Learning;Deep Learning;Modeling Court Decisions;Legal Judgment Prediction
Date:	2024-06
Issue Date:	2024-10-04
Abstract:	The problem of legal judgment prediction (LJP) has attracted substantial attention from researchers of both the law and computer science communities in recent years. The majority of the previous LJP work is for criminal cases. We report our attempt to predict the judgments for the cases about the support for the elderly, which is an instance of the civil cases. We investigated the effects of choosing different design parameters in our decision models, which adopted traditional machine learning and deep learning concepts. The results of the empirical evaluations showed some encouraging results, but some others uncovered the challenges that remain to be tackled.
Relation:	New Frontiers in Artificial Intelligence. JSAI-isAI 2023. Lecture Notes in Computer Science, Springer Nature, pp.66‒84
Data Type:	book/chapter
DOI 連結:	https://doi.org/10.1007/978-3-031-60511-6_5
DOI:	10.1007/978-3-031-60511-6_5
Appears in Collections:	[資訊科學系] 專書/專書篇章

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