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Map Structure Analysis Of Network Behavior Genes

Posted on:2020-04-08Degree:MasterType:Thesis
Country:ChinaCandidate:S L ZhuFull Text:PDF
GTID:2370330590495459Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
With the continuous development of technology and the advent of the Internet era,human activities are not limited to behaviors in real life,but also appear more on virtual networks.Although the Internet era has brought great convenience to our lives,the virtuality,extensiveness,and anonymity of the Internet have provided great opportunities for some lawless elements to engage in cybercrime,cyber fraud,and national security.Convenience has also increased the management difficulty of relevant management departments.Inspired by biological genes,the concept of the "gene" map of the network was proposed by citing the concept of biological genes.The network "gene" map is used to uniquely identify an entity and reflect the essential characteristics of the entity,with computable,inferential,computable,and predictable capabilities.The network "gene" map contains the identity attribute and behavior attribute of an entity.It can break through the dilemma that the existing identity of the entity is easily forged and difficult to identify,and can solve the virtual mapping between the identity of the entity in the real world and the virtual identity of the network.problem.At present,there are few researches on the “gene” map of the network in China.It is a novel concept technology,which has great practical significance for the comprehensive cognitive entities of relevant departments,screening network entities,and combating or preventing physical cybercrime.The network "gene" map is composed of a number of independent network "gene" fragments that characterize the entity traits,each of which determines the characteristics of the entity in one aspect.A network "gene" fragment consists of an identity "gene" fragment and a behavior "gene" fragment.An identity "gene" fragment consists of a deterministic identity segment,a virtual identity segment,and a biometric segment.The behavioral "gene" fragment is a mobile communication segment,a short message communication segment,an email segment,a travel segment,an online shopping segment,a delivery segment,a microblog segment,an instant communication segment,and a remote operation segment extracted from a human behavior information space.composition.This paper focuses on the structure of mobile communication segments,online shopping segments and microblog fragments,and the construction of network "gene" maps.The specific research work is as follows:(1)The construction model of the network "gene" map was studied.A network of "gene" fragments that are independent of each other and can characterize the traits are spliced and complemented cyclically,completing the construction model of the network "gene" map;(2)The second point studies the composition and structure of the behavioral “gene” fragment,analyzes the data sources of mobile communication segments,online shopping segments and microblog fragments,and gives the practical significance of the binomial and triads.The structure and composition of the "gene" fragments of these three aspects of behavior are studied,and a unified behavioral structure model is derived from these three behavioral structures;(3)The third point studies the similarity measure of the behavioral “gene” fragment,and studies it separately from the single segment and multiple segments,and gives the calculation method of the segment similarity measure.
Keywords/Search Tags:network "gene" map, behavior "gene", identity "gene", fragment splicing, similarity calculation
PDF Full Text Request
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