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MSc Thesis Wiki

The MSc Thesis is part of the COMPGW99 - MSc Thesis compulsory module (MSc Web Science and Big Data Analytics) which I undertook at UCL. This wiki accompanies the code repository of the project and is used to document the project throughout.

Links

• Scope
• Research
• Value
• Background
• Literature Survey
  • Community Detection (Wikipedia)
  • Community Detection and Mining in Social Media (Class)
  • Community structure in social and biological networks
  • Finding and evaluating community structure in networks
  • Topic oriented community detection of rating based social networks
  • Community detection algorithms: a comparative analysis
  • On Accuracy of Community Structure Discovery Algorithms
  • Analysis of Citation Networks
• Data
  • Research Topic-based Network
  • Researcher-based Network
  • Research Area-based Network
  • Potential Networks
• Algorithms
  • Infomap (INP by Rosvall and Bergstrom)
  • Walktrap (WT by Pons and Latapy)
  • Spinglass (SG by Reichardt and Bornholdt)
  • Louvain (LV by Blondel et al.)
  • Commfind (CF by Donetti and Muñoz)
• Tools
  • JetBrains PyCharm
  • Microsoft Excel
  • iGraph
  • NetworkX
  • Stanford SNAP
  • Gephi
  • Graphistry
• Research Data Management Plan
• Plan
• Meetings Journal