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大数据与传统安全统计数据的比较及应用展望

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随着科技的进步、用户需求的多元化与个性化,传统安全统计云数据与大数据成为数据科学发展的必然趋势.因为两者之间的关系并不清晰,两者之间的界限也是模糊不清,采集、分析和处理的方法是多种多样的,并且具有很大的难度,因此,从业人员难免会产生模糊地认识和畏难情绪.本文从演变历史、数据特点、数据分析及质量管理四个角度,比较了二者的相似性与差异性.本文认为,传统安全统计数据只是大数据的一个简化形态,而大数据则是传统安全统计数据发展的复杂演化形态.大数据包含了传统安全统计数据.本文从两者的辨析将两者区别开,给从业者一个明晰的思路.
Comparison of Big Data and Traditional Security Statistics and its Application Outlook
With the progress of science and technology,the diversification and personalization of user needs,traditional security statistics cloud data and big data have become an inevitable trend in the development of data science.Because the relationship between the two is not clear,the boundaries between the two are also ambiguous,and the methods of collection,analysis and processing are diverse and difficult,it is inevitable that practitioners will have a vague understanding and fear.This paper compares the similarities and differences between the two from four perspectives:evolution history,data characteristics,data analysis and quality management.This paper argues that traditional safety statistics data is only a simplified form of big data,while big data is a complex evolutionary form of the development of traditional safety statistics data.Big Data encompasses traditional safety statistics.This paper distinguishes the two from each other by analyzing them to give practitioners a clear idea.

big datadata securitystatistical datacomparative studiesinformation technology

赵雪峰

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对外经济贸易大学,北京 100029

大数据 数据安全 统计数据 比较研究 信息技术

2024

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数码设计

ISSN:1672-9129
年,卷(期):2024.(6)
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