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Research Offingerprint of Communication Behavior

Author: LiuPing
Tutor: ZhengYan
School: Nanjing University of Posts and Telecommunications
Course: Computer Software and Theory
Keywords: Association rules Apriori algorithm SQL BP neural network
CLC: TP311.13
Type: Master's thesis
Year: 2012
Downloads: 23
Quote: 0
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Abstract


With the emergence of communication technology continues to progress as well as a variety of means of communication , communication exchanges have become an integral part of people's lives . With the requirements of scientific and technological development and social progress for the exchange of information is also gradually improve . Rich Internet , wired telephone network and the wireless communication network communications network tools linked around the world , so that the communication behavior has become an important area of ??research . This leads to an important branch of the communication behavior of the thesis fingerprint concept for the study of user communication features unique , on the one hand, by studying the the unique communication behavior characteristics of certain types of user groups to provide users with better quality more with targeted services , as well as determination to provide intelligence for business decisions ; provide information supporting the other hand , for the protection of public safety , and security protection . Firstly, starting from the point of view of the association rules , association rule mining in relational database features , association rule mining algorithm efficient combination of SQL statements for relational database on the basis of retaining the traditional the Apriori algorithm ideological advantages , and in this the implementation of the proposed communication behavior fingerprint encoding based on the theory , the definition of the concept and communication behavior of the communication behavior fingerprint fingerprint coding structure . Communication behavior after the association rules - based fingerprint encoding method used in voice calls on this means of communication , given the specific encoding process and at the same time call behavior fingerprint only described . Finally, given the behavior of a fingerprint for voice calls behavior classification , to be able to the call behavior fingerprint correct classification , the classification based on BP neural network classifier .

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
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