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Atomic Operation Classification for Effective Legal Supervision Model Construction

  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the rapid development of big data technology, more and more complex legal supervision models are established to achieve different supervision goals. How to reduce the constructive difficulty and improve the usability is an essential challenge to be solved. In this paper, we propose a framework to classify the operations into different groups and named them as atomic operations. First, we divide the atomic operations into four different categories, including the basic operations, basic machine learning operations, specific functions and some specific operations for special areas. Secondly, for different categories, we simple give the implementation of different operations, and select specific operation as an example to issullate the detailed implementation process. Based on the atomic operations proposed in this paper, we can not only reduce the construction difficulty of the legal supervision model, but also can improve the interpretability of different constructed models, as they are formed by different atomic operations.

源语言英语
主期刊名Broadband Communications, Networks, and Systems - 15th EAI International Conference, BROADNETS 2024, Proceedings
编辑Shancang Li, Shanshan Zhao, Muddesar Iqbal
出版商Springer Science and Business Media Deutschland GmbH
72-83
页数12
ISBN(印刷版)9783032143495
DOI
出版状态已出版 - 2026
活动15th EAI International Conference on Broadband Communications, Networks, and Systems, BROADNETS 2024 - Cardiff, 英国
期限: 14 12月 202415 12月 2024

出版系列

姓名Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
674 LNICST
ISSN(印刷版)1867-8211
ISSN(电子版)1867-822X

会议

会议15th EAI International Conference on Broadband Communications, Networks, and Systems, BROADNETS 2024
国家/地区英国
Cardiff
时期14/12/2415/12/24

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