000 02522cam a2200337 a 4500
003 EG-GiCUC
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008 150906s2014 ua dh f m 000 0 eng d
040 _aEG-GiCUC
_beng
_cEG-GiCUC
041 0 _aeng
049 _aDeposite
097 _aM.Sc
099 _aCai01.20.03.M.Sc.2014.Ah.S
100 0 _aAhmed Ibrahem Hafez
245 1 0 _aSocial Network{u2019}s community structure analysis /
_cAhmed Ibrahem Hafez ; Supervised Aly Aly Fahmy , Aboulella Hassanien
246 1 5 _aتحليل هيكل المجتمعات فى الشبكات الجماعية
260 _aCairo :
_bAhmed Ibrahem Hafez ,
_c2014
300 _a98 P. :
_bcharts , facsimiles ;
_c30cm
502 _aThesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Computer Science
520 _aSocial network analysis concerns with modeling network dynamics to find repeated pattern, centrality analysis that aims to identify the most important of nodes in networks, influence modeling that aims to understand the process of influence or information diffusion, and community detection that is concerned with finding structure in networks. Finding a community in a social network is to identify a set of nodes such that they interact with each other more frequently than with those nodes outside the group. Detecting cohesive groups in a social network remains a core problem in social network analysis.Community detection can be viewed as an optimization problem in which an objective function that captures the intuition of a community as a group of nodes with better internal connectivity than external connectivity is chosen to be optimized. Many single-objective optimization techniques have been used to solve the detection problem. Over the years many quality measures of community have been proposed and have been used as objective functions in the optimization process such as Modularity. From this perspective we first use Genetic algorithms as an effective optimization technique to solve the community detection problem using some popular quality measures that have been used widely in the literature
530 _aIssued also as CD
653 4 _aComputer Science
653 4 _aSocial Network{u2019}s community
653 4 _aStructure analysis
700 0 _aAboulella Hassanien ,
_eSupervisor
700 0 _aAly Aly Fahmy ,
_eSupervisor
856 _uhttp://172.23.153.220/th.pdf
905 _aEnas
_eCataloger
905 _aNazla
_eRevisor
942 _2ddc
_cTH
999 _c52242
_d52242