利用知识图谱建立基于监控的公民侧写模型

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2021-01-01 DOI:10.1515/comp-2020-0209

Siraj Munir, S. I. Jami, Shaukat Wasi

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引用次数: 3

摘要

在本文中，我们提出了一个公民剖析模型。它使用监控(Surveillance and soussurveillance)来获取数据。对于公民档案的表示，我们使用时态知识图来回答语义查询。以前，大多数工作缺乏公民档案的代表，并且使用监视来获取数据。我们的贡献是通过增加监控机制和通过使用时态知识图表示公民档案来促进语义查询，从而丰富数据获取过程。我们提出的解决方案存储效率高，因为我们只为Citizen Profiling存储数据日志，而不是为Profiling目的存储图像、音频和视频。我们提出的系统可以扩展到智慧城市，智能交通管理，工作场所分析等。基于代理的机制可用于数据获取，其中每个Citizen都有自己的代理。另一个改进可以是合并一个分散版本的数据库来维护公民档案。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Towards the Modelling of Veillance based Citizen Profiling using Knowledge Graphs

Abstract In this work we have proposed a model for Citizen Profiling. It uses veillance (Surveillance and Sousveillance) for data acquisition. For representation of Citizen Profile Temporal Knowledge Graph has been used through which we can answer semantic queries. Previously, most of the work lacks representation of Citizen Profile and have used surveillance for data acquisition. Our contribution is towards enriching the data acquisition process by adding sousveillance mechanism and facilitating semantic queries through representation of Citizen Profiles using Temporal Knowledge Graphs. Our proposed solution is storage efficient as we have only stored data logs for Citizen Profiling instead of storing images, audio, and video for profiling purposes. Our proposed system can be extended to Smart City, Smart Traffic Management, Workplace profiling etc. Agent based mechanism can be used for data acquisition where each Citizen has its own agent. Another improvement can be to incorporate a decentralized version of database for maintaining Citizen profile.

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.