Computer Science ›› 2021, Vol. 48 ›› Issue (11A): 236-243.doi: 10.11896/jsjkx.210300205
• Big Data & Data Science • Previous Articles Next Articles
LOU Zheng-zheng, WANG Guan-wei, LI Hui, WU Yun-peng
CLC Number:
[1]GIRVAN M,NEWMAN M E J.Community structure in social and biological networks[J].Proceedings of the National Academy of Sciences,2002,99(12):7821-7826. [2]LIU D Y,JIN D,HE D X,et al.Community Mining in ComplexNetworks[J].Journal of Computer Research and Development,2013,50(10):2140-2154. [3]COSCIA M,GIANNOTTI F,PEDRESCHI D.A classificationfor community discovery methods in complex networks[J].Statistical Analysis and Data Mining:The ASA Data Science Journal,2011,4(5):512-546. [4]RADICCHI F,CASTELLANO C,CECCONI F,et al.Defining and identifying communities in networks[J].Proceedings of the National Academy of Sciences of the United States of America,2004,101(9):2658-2663. [5]FORTUNATO S.Community detection in graphs[J].PhysicsReports,2010,486(3/4/5):75-174. [6]YANG B,CHEUNG W,LIU J.Community mining from signed social networks[J].IEEE Transactions on Knowledge and Data Engineering,2007,19(10):1333-1348. [7]LIBEN-NOWELLY D,KLEINBERG J.The link predictionproblem for social networks[C]//Proceedings of the Twelfth International Conference on Information and Knowledge Mana-gement(CIKM).2004,556-559. [8]YANG N,GONG D Z,LI X,et al.Survey of Web Communities Identification[J].Journal of Computer Research and Development,2005(3):439-447. [9]SRIVASTAVA J,COOLEY R,DESHPANDE M,et al.Web usage mining:Discovery and applications of usage patterns from web data[J].Acm Sigkdd Explorations Newsletter,2000,1(2):12-23. [10]BENSON A R,GLEICH D F,LESKOVEC J.Higher-order or-ganization of complex networks[J].Science,2016,353(6295):163. [11]YIN D W,HONG L J,XIONG X,et al.Link formation analysisin microblogs[C]//Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval (SIGIR 11).Beijing,China:ACM Press,2011:1235-126. [12]NEWMAN M E J.Communities,modules and large-scale structure in networks[J].Nature Physics,2012(8):225-31. [13]NEWMAN M E J.Fast algorithm for detecting communitystructure in networks[J].Physical Review E,2004,69(6):066133. [14]CLAUSET A,NEWMAN M E J,MOORE C.Finding community structure in very large networks[J].Physical Review E,2004,70(6):066111. [15]NEWMAN M E J.The structure and function of complex net-works[J].SIAM Review,2003,45(2):167-256. [16]PALLA G,DERENYI L,FARKAS L,et al.Uncovering theoverlapping community structure of complex networks in nature and society[J].Nature,2005,435(9):814-818. [17]BAUMES J.Efficient identification of overlapping communities[C]//Proc of IEEE International Conference on Intelligence and Security Informations.2005:27-36. [18]LANCICHINETTI A,FORTUNATO S,KERTÉSZ J.Detecting the overlapping and hierarchical community structure in complex networks[J].New Journal of Physics,2009,11(3):033015. [19]COVER T M,THOMAS J A.Elements of information theory [M].John Wiley & Sons.2012. [20]TELGARSKY M,VATTANI A.Hartigan's Method:k-means clustering without voronoi[C]//International Conference on Artificial Intelligence and Statistics.2010:820-827. [21]SLONIM N,AHARONI E,CRAMMER K.Hartigan's k-means versus Lloyd's k-means:is it time for a change?[C]//Proceedings of the International Joint Conference on Artificial Intelligence.2013:1677-1684. [22]ZACHARY W W.An information flow model for conflict andfission in small groups[J].Journal of Anthropological Research,1977,33:452-473. [23]NEWMAN M E J.Fast algorithm for detecting communitystructure in networks[J].Physical Review E,2004,69 (6):066133. [24]NEWMAN M E J.Modularity and community structure in networks[J].Proceedings of the national academy of sciences,2006,103(23):8577-8582. [25]BLONDEL V D,GUILLAUME J L,LAMBIOTTE R,et al.Fast unfolding of communities in large networks[J].Journal of Statistical Mechanics,2008,2008(10):155-168. [26]RAGHAVAN U N,ALBERT R,KUMARA S.Near LinearTime Algorithm to Detect Community Structures in Large-scale Networks[J].Phys Rev E,2007,76(3):036106. [27]LEE C,REID F,MCDAID A,et al.Detecting highly overlapping community structure by greedy clique expansion[C]//Proceedings Of the 4th SNA-KDD Workshop on Social Network Mining and Analysis.Washington,DC,USA,2010:33-42. [28]EVANS T,LAMBIOTTE R.Line Graphs,Link Partitions and Overlapping Communities[J].Physical Review E,2009,80(1):16105. [29]WHANG J J,DHILLON I S,GLEICH D F.Non-exhaustive,overlapping k-means[C]//Proceedings of the 2015 SIAM International Conference on Data Mining,Society for Industrial and Applied Mathematics.2015:936-944. [30]KOUNI I B E,KAROUI W,ROMDHANE L B.Node Importance based Label Propagation Algorithm for overlapping community detection in networks[J].Expert Systems with Applications,2019,162:113020. [31]ZHANG Q,CHEN H M,FENG Y F.Overlapping Community Detection Method Based on Rough Sets and Distance Dynamic Model[J].Computer Science,2020,47(10):75-82. [32]XUE L,TANG X Q.Algorithm for Detecting Overlapping Communities Based on Centered Cliques[J].Computer Science,2020,47(8):157-163. [33]WANG Y,BU Z,YANG H,et al.An effective and scalable overlapping community detection approach:Integrating social identity model and game theory[J].Applied Mathematics and Computation,2021,390:125601. [34]LANCICHINETTI A,FORTUNATO S,RADICCHI F.Benchmark graphs for testing community detection algorithms[J].Physical Review E,2008,78(4):46-61. [35]LUSSEAU D,NEWMAN M E J.Identifying the role that animals play in their social networks[J].Proceedings of the Royal Society of London.Series B:Biological Sciences,2004,271(suppl_6):S477-S481. [36]NEWMAN M E J.Network Data[EB/OL].[2013-04-19].http://www-personal.umich.edu/~mejn/netdata/. [37]MCDAID A F,GREENE D,HURLEY N.Normalized mutual information to evaluate overlapping community finding algorithms[J].arXiv:1110.2515,2011. [38]COSCIA M,ROSSETTI G,GIANNOTTI F,et al.Demon:a local-first discovery method for overlapping communities[C]//Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.2012:615-623. |
[1] | CHEN Xiang-tao, ZHAO Mei-jie, YANG Mei. Overlapping Community Detection Algorithm Based on Subgraph Structure [J]. Computer Science, 2021, 48(9): 244-250. |
[2] | NING Yi-xin, XIE Hui, JIANG Huo-wen. Survey of Graph Neural Network in Community Detection [J]. Computer Science, 2021, 48(11A): 11-16. |
[3] | XUE Lei, TANG Xu-qing. Algorithm for Detecting Overlapping Communities Based on Centered Cliques [J]. Computer Science, 2020, 47(8): 157-163. |
[4] | ZHANG Qin, CHEN Hong-mei, FENG Yun-fei. Overlapping Community Detection Method Based on Rough Sets and Density Peaks [J]. Computer Science, 2020, 47(5): 72-78. |
[5] | WANG Shuai-hui, HU Gu-yu, PAN Yu, ZHANG Zhi-yue, ZHANG Hai-feng, PAN Zhi-song. Community Detection in Signed Networks with Game Theory [J]. Computer Science, 2020, 47(11A): 449-453. |
[6] | ZHANG Qin, CHEN Hong-mei, FENG Yun-fei. Overlapping Community Detection Method Based on Rough Sets and Distance Dynamic Model [J]. Computer Science, 2020, 47(10): 75-82. |
[7] | LIU Chun, ZHANG Guo-liang. Software Feature Extraction Method Based on Overlapping Community Detection [J]. Computer Science, 2019, 46(12): 201-207. |
[8] | FU Li-dong, LI Dan, LI Zhan-li. Following-degree Tree Algorithm to Detect Overlapping Communities in Complex Networks [J]. Computer Science, 2019, 46(12): 322-326. |
[9] | FENG Yun-fei, CHEN Hong-mei. Topological Structure Based Density Peak Algorithm for Overlapping Community Detection [J]. Computer Science, 2019, 46(10): 39-48. |
[10] | ZHANG Zhong-zheng and LI Jian-wu. Parallelizable Overlapping Community Detection Algorithm Based on Local Expansion [J]. Computer Science, 2016, 43(9): 61-65. |
[11] | CHAI Xu-qing and DONG Yong-liang. Efficient k-Clique Mining Algorithm in Large-scale Networks [J]. Computer Science, 2016, 43(5): 265-268. |
[12] | LIU Bing-yu, WANG Cui-rong, WANG Cong and YUAN Ying. Overlapping Community Recognition Algorithm of Weighted Networks Based on Gravity Factor [J]. Computer Science, 2016, 43(12): 153-157. |
[13] | YANG Xu-hua and ZHOU Shi-jie. Double Layers Routing Algorithm on Large Road Networks Based on Overlapping Communities Detecting [J]. Computer Science, 2015, 42(Z6): 285-289. |
[14] | NI Han and BAI Qing-yuan. Research of Post-processing of FN Algorithm Results in Social Networking [J]. Computer Science, 2015, 42(6): 256-261. |
[15] | LI Li-jie,CHEN Duan-bing and WANG Guan-nan. Fast Algorithm for Overlapping Community Detection in Directed Networks [J]. Computer Science, 2014, 41(Z6): 258-261. |
|