个人通信数据的敏感性识别与隐私计量研究
Sensitivity Identification and Privacy Measurement of Personal Communication Data
臧国全 1张盼盼 2柴文科 2梁耀娣2
作者信息
- 1. 郑州大学信息管理学院,郑州,450001;郑州市数据科学研究中心,郑州,450001
- 2. 郑州大学信息管理学院,郑州,450001
- 折叠
摘要
[目的/意义]相关法律法规和通信数据行业标准中,将个人通信数据划分为四个等级,但缺失定量研究支撑,本文定量测度通信隐私值,解决该问题.[研究设计/方法]首先归纳通信隐私文本类型并建立通信隐私文本库,其次构建通信敏感词表,进行通信数据的敏感性识别,最后通过设计隐私计量模型,对通信隐私进行计量.[结论/发现]隐私性从高到低依次为:通信内容数据、统计分析数据、个人相关数据、通信衍生数据、通信地址数据.[创新/价值]基于通信隐私文本,识别通信敏感数据,计量通信隐私值,对基于主观的隐私主体敏感性认知测度方法进行补充,为个人通信数据分级保护提供定量依据.
Abstract
[Purpose/Significance]According to the relevant laws,regulations and industry standards for communication data,personal communication data is divided into four levels.However,there is a lack of quantitative research support for this classification.This paper aims to solve the problem by quantitative measurement of communication privacy value.[Design/Methodology]Firstly,we summarize the types of communication privacy text and build the communication privacy text database.Secondly,a communication sensitive vocabulary is constructed to identify the sensitivity of communication data.Finally,a privacy measurement model is designed to measure communication privacy.[Findings/Conclusion]According to the size of communication privacy value,the sorting results of personal communication data are:communication content data,statistical analysis data,personal related data,communication derived data,and communication address data.[Originality/Value]Based on the communication privacy text,this study identifies communication sensitive data,measures the communication privacy value.This paper supplements the subjective cognition measurement method of privacy subject sensitivity,and provides a quantitative basis for the hierarchical protection of personal communication data.
关键词
通信敏感数据/通信敏感词表/通信隐私计量/通信隐私文本/通信敏感数据单元Key words
Communication sensitive data/Communication sensitive vocabulary/Communication privacy measurement/Communication privacy text/Communication sensitive data unit引用本文复制引用
基金项目
国家社会科学基金重大项目(21&ZD338)
出版年
2024
NETL
NSTL
维普
万方数据