graphx
所属分类：图形图像处理
开发工具：Scala
文件大小：63KB
下载次数：0
上传日期：2016-06-27 16:33:31
上 传 者：
sh-1993
说明： 图的中心度量和社区检测算法
(Centrality Measures and Community detection algorithms for Graphx)
文件列表:
Report2.pdf (58531, 2016-06-26)
pom.xml (1446, 2016-06-26)
src (0, 2016-06-26)
src\main (0, 2016-06-26)
src\main\java (0, 2016-06-26)
src\main\java\META-INF (0, 2016-06-26)
src\main\java\META-INF\MANIFEST.MF (48, 2016-06-26)
src\main\java\org (0, 2016-06-26)
src\main\java\org\centrality (0, 2016-06-26)
src\main\java\org\centrality\spark (0, 2016-06-26)
src\main\java\org\centrality\spark\BetweenessCentrality.scala (595, 2016-06-26)
src\main\java\org\centrality\spark\ClosenessCentrality.scala (1739, 2016-06-26)
src\main\java\org\centrality\spark\DegreeCentrality.scala (2207, 2016-06-26)
src\main\java\org\centrality\spark\EigenVectorCentrality.scala (3334, 2016-06-26)
src\main\java\org\centrality\spark\KatzCentrality.scala (845, 2016-06-26)
src\main\java\org\centrality\spark\PageRank.scala (1340, 2016-06-26)
src\main\java\org\community (0, 2016-06-26)
src\main\java\org\community\spark (0, 2016-06-26)
src\main\java\org\community\spark\LouvainModularity.scala (4184, 2016-06-26)
# Graph Algorithms on Spark GraphX
Developed as a project for the course "Advanced Topics in Design of Database Systems" part of for the Msc in Computer Science
Centrality Measures and Community detection algorithms for Graphx
1. Centrality measures :
a) Degree centrality
b) Closeness centrality
c) Betweenness centrality
d) Eigenvector centrality (Bonacich’s centrality).
e) Katz centrality
2. Community detection algorithms:
a) Louvain modularity
b) Infomap
c) Clauset – Newman – Moore
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