Julius B. Lucks/Arxiv Reading

Article List

the personalization system for astrophysics

http://myads.harvard.edu/ associated to http://adsabs.harvard.edu/

master's thesis and a related article using arxiv usage and full-text data

• arXiv:0704.2963
  • Title: Using Access Data for Paper Recommendations on ArXiv.org
  • Authors: Stefan Pohl
  • Comments: 73 pages, 31 figures, Master's Thesis
  • Notes

• arXiv:0704.2902
  • Title: Recommending Related Papers Based on Digital Library Access Records
  • Authors: Stefan Pohl, Filip Radlinski, Thorsten Joachims
  • Comments: 2 pages, 3 postscript figures, to appear in proceedings of JCDL'07, additional and more detailed ** results can be found in arXiv:0704.2963v1

the mapping of the community detection problem to a potts spin glass

• arXiv:cond-mat/0603718 [ps, pdf, other] :
  • Title: Statistical Mechanics of Community Detection
  • Authors: Joerg Reichardt, Stefan Bornholdt
  • Journal-ref: Phys. Rev. E 74 (2006) 016110

articles about co-authorship networks

• arXiv:cond-mat/0007214 [ps, pdf, other] :
  • Title: The structure of scientific collaboration networks
  • Authors: M. E. J. Newman (Santa Fe Institute)

• arXiv:cond-mat/0011144 [ps, pdf, other] :
  • Title: Who is the best connected scientist? A study of scientific coauthorship networks
  • Authors: M. E. J. Newman

introduce the "modularity" (which becomes the energy in reichardt/bornholdt spin glass above)

• arXiv:cond-mat/0308217 [ps, pdf, other] :
  • Title: Finding and evaluating community structure in networks
  • Authors: M. E. J. Newman, M. Girvan

a "greedy" algorithm to maximize the modularity

• arXiv:cond-mat/0309508 [ps, pdf, other] :
  • Title: Fast algorithm for detecting community structure in networks
  • Authors: M. E. J. Newman

another review article

• arXiv:cond-mat/0303516 [ps, pdf, other] :
  • Title: The structure and function of complex networks
  • Authors: M. E. J. Newman

recent modification using spectral properties of the graph to do the modularity split

• arXiv:physics/0605087 [ps, pdf, other] :
  • Title: Finding community structure in networks using the eigenvectors of matrices
  • Authors: M. E. J. Newman
  • Comments: 22 pages, 8 figures, minor corrections in this version
  • Journal-ref: Phys. Rev. E 74, 036104 (2006)