Dissertation > Excellent graduate degree dissertation topics show

Community Structure Detection in Blog Networks Using GA

Author: ZhengKuoShi
Tutor: HuangZuo
School: Jilin University
Course: Applied Computer Technology
Keywords: Social network community in complex network hierarchical clustering geneticalgorithm blog space
CLC: TP393.092
Type: Master's thesis
Year: 2012
Downloads: 133
Quote: 0
Read: Download Dissertation

Abstract


Blog is short for web logs, a log for information communication channels of thewebpage. Although the group blog form is becoming more and more popular, but in mostcases, blog is by individual maintenance. In a blog entry, people can post personal orprofessional information resources, reference, or anything they want to say. The blog cancontain any theme, there are numerous kinds of types and styles of writing.With the blog using scale increases rapidly, its scope is also expanding, especially ineconomy, politics, culture, life and other aspects of the profound influence. In fact, every blogis maintained by people, so that every blog corresponds to a person, so the blog space divisionis very meaningful.The blog is connected by links together, so the network compared with traditional, blogspace has more links, bloggers on the Internet to publish their own information, then passthem the link between the mutual communication, information exchange, this side to form acommon theme, common interest in blogging community. Blog the relationship betweenequivalent to the hyperlink blog, a blog community blog link density, than the community oflinks between density. Therefore through the analysis of blog links between relations, to findwhich links closely linked to the community.Based on the complex social network, complex network of community and socialnetwork analysis theory has conducted in-depth research, and analysis of a large number ofrepresentative community in complex network discovery algorithm. On the basis of this,combined with the crack hierarchical clustering algorithm of the traditional genetic algorithm,the steps to improve, put forward a kind of genetic algorithm based on split complex networkcommunity finding algorithm (A GA-based divisive community structure detection incomplex networks algorithm GADCSD), and describes the realization process. On the blog,blog and blog community has thorough research, on the blog page and links to makequantitative analysis model. The complex network of symmetrical society distance to theintroduction of the concept of blog space, according to the symmetrical society distancethought, put forward a new solution generation algorithm, and an improved GADCSDalgorithm on the blog space division. And the use of a large number of real world datanetwork on the GADCSD algorithm and improved GADCSD algorithm are tested, the experimental results were analyzed.

Related Dissertations

  1. Based on the Social Network Perspective of Cultural and Creative Industries in Taiwan,G124
  2. Based on Social Network Analysis of Undergraduate Research Network opinion leaders,G206
  3. The Research of Link Structure in Tibetan Web Base on Social Network Analysis,TP393.09
  4. Upload impact on interpersonal social networking sites,C912.1
  5. An Improvement of Cluster on Phylogenetic Profiling Method,TP311.13
  6. Research on Problem of College Students’ Social Network Communicative,D669.5
  7. From Virtual Community to the Real Life: How the Star Stautus Influence People’s Social Capital,G206
  8. Research on the Construction and Strategy of Human Intelligence Network,G350
  9. Research of Privacy Protection for Personal Information and Relationship of the Social Networ,TP393.08
  10. Research on the Network Operating Mechanism of Peer Production Which Based on Social Network Theory,TP393.0
  11. Knowledge Mapping Analysis of Organizational Change,C936
  12. Research on Dynamic Spreading Progress of Technology Production of Company G,F273.1;F407.672
  13. The Research on the Effects of Employee Social Network on Employee Referral,F224
  14. Design and implementation of social networking of electronic systems medicine,TP311.52
  15. Help Center based social network design and implementation,TP393.09
  16. Social Network Analysis on Community Director’s Trust,C912.8
  17. Transition and Fixation: Analysis of the Power Structure Within Urban Communities,C912.81
  18. Design and Implementation of Web Collaborative Learning Platform Based on SNS,TP311.52
  19. HMM-based Connection between the Social Network Analysis,F49
  20. The Relationship between Use of Social Network Sites and Individual Social Capital,G206
  21. Trust based on social networks and reputation mechanisms trust model Multi-Agent Systems,TP393.08

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Computer network > General issues > The application of computer network > Web browser
© 2012 www.DissertationTopic.Net  Mobile