基于大数据的犯罪网络分析框架

Md. Ileas Pramanik, Wenping Zhang, Raymond Y. K. Lau, Chunping Li
{"title":"基于大数据的犯罪网络分析框架","authors":"Md. Ileas Pramanik, Wenping Zhang, Raymond Y. K. Lau, Chunping Li","doi":"10.1109/ICEBE.2016.015","DOIUrl":null,"url":null,"abstract":"Big data analytics have been proposed as a disruptive technology that will reshape security and law enforcement agencies, which is a domain that relies on data analytics to achieve criminal network insights for better decision-making. Rooted in current literature, we review the landscape of criminal network analysis through the big data analytic framework in this paper. We identify the big data sources, big data platforms, tools, and applications related to criminal network analysis. We then present some real-world examples, research challenges, and future research directions of applying big data analytics to the criminal analytics domain.","PeriodicalId":305614,"journal":{"name":"2016 IEEE 13th International Conference on e-Business Engineering (ICEBE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"A Framework for Criminal Network Analysis Using Big Data\",\"authors\":\"Md. Ileas Pramanik, Wenping Zhang, Raymond Y. K. Lau, Chunping Li\",\"doi\":\"10.1109/ICEBE.2016.015\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Big data analytics have been proposed as a disruptive technology that will reshape security and law enforcement agencies, which is a domain that relies on data analytics to achieve criminal network insights for better decision-making. Rooted in current literature, we review the landscape of criminal network analysis through the big data analytic framework in this paper. We identify the big data sources, big data platforms, tools, and applications related to criminal network analysis. We then present some real-world examples, research challenges, and future research directions of applying big data analytics to the criminal analytics domain.\",\"PeriodicalId\":305614,\"journal\":{\"name\":\"2016 IEEE 13th International Conference on e-Business Engineering (ICEBE)\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE 13th International Conference on e-Business Engineering (ICEBE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEBE.2016.015\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE 13th International Conference on e-Business Engineering (ICEBE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEBE.2016.015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

摘要

大数据分析被认为是一种颠覆性技术,将重塑安全和执法机构,这是一个依赖数据分析来获得犯罪网络洞察以做出更好决策的领域。在现有文献的基础上,我们通过大数据分析框架回顾了犯罪网络分析的前景。我们确定了与犯罪网络分析相关的大数据源、大数据平台、工具和应用。然后,我们介绍了一些现实世界的例子,研究挑战,以及将大数据分析应用于犯罪分析领域的未来研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Framework for Criminal Network Analysis Using Big Data
Big data analytics have been proposed as a disruptive technology that will reshape security and law enforcement agencies, which is a domain that relies on data analytics to achieve criminal network insights for better decision-making. Rooted in current literature, we review the landscape of criminal network analysis through the big data analytic framework in this paper. We identify the big data sources, big data platforms, tools, and applications related to criminal network analysis. We then present some real-world examples, research challenges, and future research directions of applying big data analytics to the criminal analytics domain.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信