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Atomic Operation Classification for Effective Legal Supervision Model Construction

  • Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationBroadband Communications, Networks, and Systems - 15th EAI International Conference, BROADNETS 2024, Proceedings
EditorsShancang Li, Shanshan Zhao, Muddesar Iqbal
PublisherSpringer Science and Business Media Deutschland GmbH
Pages72-83
Number of pages12
ISBN (Print)9783032143495
DOIs
StatePublished - 2026
Event15th EAI International Conference on Broadband Communications, Networks, and Systems, BROADNETS 2024 - Cardiff, United Kingdom
Duration: 14 Dec 202415 Dec 2024

Publication series

NameLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume674 LNICST
ISSN (Print)1867-8211
ISSN (Electronic)1867-822X

Conference

Conference15th EAI International Conference on Broadband Communications, Networks, and Systems, BROADNETS 2024
Country/TerritoryUnited Kingdom
CityCardiff
Period14/12/2415/12/24

Keywords

  • Atomic implementation
  • Atomic operation classification
  • Legal supervision models

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