Research on Web User Behavior Compliance Detection Method Based on Clustering Data Analysis Technology

With the rise of network technology, the Internet has been integrated into all aspects of people’s life, which brings convenience to our daily life. However, the rise of the network has led to the emergence of a large number of web pages, which also makes it difficult for people to accurately need t...

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Vydáno v:Journal of physics. Conference series Ročník 1992; číslo 3; s. 32035 - 32039
Hlavní autor: Qin, Cheng
Médium: Journal Article
Jazyk:angličtina
Vydáno: Bristol IOP Publishing 01.08.2021
Témata:
Algorithms
Clustering
Clustering Analysis Technology
Compliance Testing
Data analysis
Internet
Technology assessment
User Behavior
User experience
Web
Websites
ISSN:1742-6588, 1742-6596
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Abstract With the rise of network technology, the Internet has been integrated into all aspects of people’s life, which brings convenience to our daily life. However, the rise of the network has led to the emergence of a large number of web pages, which also makes it difficult for people to accurately need the information. At the same time, the proliferation of Internet users leads to a large number of user behavior data, which has been applied to analyze user behavior. By mining Web log information, we can extract the behavior rules and interests of users, which will put forward more decision direction. By improving the system platform, we can improve better user service, which will improve the user experience. Facing the marine user behavior generated by web, we can analyze it by clustering algorithm, which will better analyze the compliance detection of user behavior. Through user behavior clustering, we can extract the user’s browsing behavior in the web server log, which will better mine the user’s interest.
AbstractList With the rise of network technology, the Internet has been integrated into all aspects of people’s life, which brings convenience to our daily life. However, the rise of the network has led to the emergence of a large number of web pages, which also makes it difficult for people to accurately need the information. At the same time, the proliferation of Internet users leads to a large number of user behavior data, which has been applied to analyze user behavior. By mining Web log information, we can extract the behavior rules and interests of users, which will put forward more decision direction. By improving the system platform, we can improve better user service, which will improve the user experience. Facing the marine user behavior generated by web, we can analyze it by clustering algorithm, which will better analyze the compliance detection of user behavior. Through user behavior clustering, we can extract the user’s browsing behavior in the web server log, which will better mine the user’s interest.
Author Qin, Cheng
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  organization: Kunming Power Supply Bureau of Yunnan Power Grid Co., Ltd , China
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References Huang (JPCS_1992_3_032035bib1) 2010
Wang (JPCS_1992_3_032035bib4) 2010; 37
Wang (JPCS_1992_3_032035bib5) 2011
Zhao (JPCS_1992_3_032035bib7) 2008; 23
Rong (JPCS_1992_3_032035bib3) 2014
Jia (JPCS_1992_3_032035bib2) 2010
Xiao (JPCS_1992_3_032035bib6) 2011
References_xml – start-page: 205
  year: 2011
  ident: JPCS_1992_3_032035bib5
  article-title: An improved recommendation algorithm based on collaborative filtering and partition clustering [J]
  publication-title: Computer research and development
– start-page: 500
  year: 2010
  ident: JPCS_1992_3_032035bib2
  article-title: Query clustering based on user query log [J]
  publication-title: Journal of Beijing University of Aeronautics and Astronautics
– start-page: 136
  year: 2011
  ident: JPCS_1992_3_032035bib6
  article-title: Association Rules Mining Algorithm Based on K-means algorithm for fteb access users [J]
  publication-title: Library and information work
– volume: 23
  start-page: 62
  year: 2008
  ident: JPCS_1992_3_032035bib7
  article-title: Research on data preprocessing technology in Web log mining [J]
  publication-title: Computer applications
– start-page: 16
  year: 2014
  ident: JPCS_1992_3_032035bib3
  article-title: Collaborative filtering recommendation algorithm based on user similarity [J]
  publication-title: Acta communication Sinica
– volume: 37
  start-page: 513
  year: 2010
  ident: JPCS_1992_3_032035bib4
  article-title: Research on Web text mining technology [J]
  publication-title: Computer research and development
– start-page: 516
  year: 2010
  ident: JPCS_1992_3_032035bib1
  article-title: An effective method for k-means clustering [J]
  publication-title: Pattern recognition and artificial intelligence
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SubjectTerms Algorithms
Clustering
Clustering Analysis Technology
Compliance Testing
Data analysis
Internet
Technology assessment
User Behavior
User experience
Web
Websites
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