{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T06:56:28Z","timestamp":1760597788041,"version":"3.37.3"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"S2","license":[{"start":{"date-parts":[[2018,1,13]],"date-time":"2018-01-13T00:00:00Z","timestamp":1515801600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"the Key Program of National Natural Science Foundation of China","award":["61133005","61432005"],"award-info":[{"award-number":["61133005","61432005"]}]},{"DOI":"10.13039\/501100001809","name":"the National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61370095","61472124"],"award-info":[{"award-number":["61370095","61472124"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"the National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61572175"],"award-info":[{"award-number":["61572175"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"International Science & Technology Cooperation Program of China","award":["ID0E33AE3480"],"award-info":[{"award-number":["ID0E33AE3480"]}]},{"name":"Research Project of the Education Department of Hunan Province","award":["ID0EI5AE3481"],"award-info":[{"award-number":["ID0EI5AE3481"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s10586-017-1610-0","type":"journal-article","created":{"date-parts":[[2018,1,13]],"date-time":"2018-01-13T11:22:23Z","timestamp":1515842543000},"page":"2865-2874","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A community detection algorithm based on multi-similarity method"],"prefix":"10.1007","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1617-9266","authenticated-orcid":false,"given":"Li","family":"Ni","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pen","family":"ManMan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiang","family":"Wenjun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Kenli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,1,13]]},"reference":[{"key":"1610_CR1","doi-asserted-by":"crossref","DOI":"10.1525\/9780520908970","volume-title":"Principles of Group Solidarity","author":"M Hechter","year":"1988","unstructured":"Hechter, M.: Principles of Group Solidarity. University of California Press, Berkeley (1988)"},{"issue":"12","key":"1610_CR2","doi-asserted-by":"crossref","first-page":"2274","DOI":"10.1109\/TCYB.2014.2305974","volume":"44","author":"C Liu","year":"2014","unstructured":"Liu, C., Liu, J., Jiang, Z.: A multiobjective evolutionary algorithm based on similarity for community detection from signed social networks. IEEE Transact. Cybern. 44(12), 2274\u20132287 (2014)","journal-title":"IEEE Transact. Cybern."},{"key":"1610_CR3","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1007\/s13278-011-0022-z","volume":"1","author":"R Alhajj","year":"2011","unstructured":"Alhajj, R.: Introduction to the second issue of Social Network Analysis and Mining journal: scientific computing for social network analysis and dynamicity. Soc. Netw. Anal. Mining 1, 73\u201374 (2011)","journal-title":"Soc. Netw. Anal. Mining"},{"issue":"6638","key":"1610_CR4","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1038\/30918","volume":"393","author":"DJ Watts","year":"1998","unstructured":"Watts, D.J., Strogatz, S.H.: Collective dynamics of small-world networks. Nature 393(6638), 440\u2013442 (1998)","journal-title":"Nature"},{"issue":"5461","key":"1610_CR5","doi-asserted-by":"crossref","first-page":"2115","DOI":"10.1126\/science.287.5461.2115a","volume":"287","author":"LA Adamic","year":"2000","unstructured":"Adamic, L.A., Huberman, B.A.: Power-law distribution of the world wide web. Science 287(5461), 2115 (2000)","journal-title":"Science"},{"key":"1610_CR6","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1007\/s10672-015-9268-3","volume":"27","author":"VG Devinatz","year":"2015","unstructured":"Devinatz, V.G.: Introduction to social networking, management responsibilities, and employee rights: the evolving role of social networking in employment decisions. Empl. Responsib. Rights J. 27, 305\u2013306 (2015)","journal-title":"Empl. Responsib. Rights J."},{"key":"1610_CR7","first-page":"952","volume":"4114","author":"S-H Lee","year":"2006","unstructured":"Lee, S.-H., Kim, J.-M., Choi, Y.-K.: Similarity measure construction using fuzzy entropy and distance measure. LNAI 4114, 952\u2013958 (2006)","journal-title":"LNAI"},{"issue":"3","key":"1610_CR8","doi-asserted-by":"crossref","first-page":"491","DOI":"10.1016\/S0165-0114(03)00117-9","volume":"139","author":"RY Ronald","year":"2003","unstructured":"Ronald, R.Y.: Monitored heavy fuzzy measures and their role in decision making under uncertainty. Fuzzy Sets Syst. 139(3), 491\u2013513 (2003)","journal-title":"Fuzzy Sets Syst."},{"issue":"23","key":"1610_CR9","doi-asserted-by":"crossref","first-page":"3025","DOI":"10.1016\/j.fss.2006.06.001","volume":"157","author":"Y Rbill","year":"2006","unstructured":"Rbill, Y.: Decision making over necessity measures through the Choquet integral criterion. Fuzzy Sets Syst. 157(23), 3025\u20133039 (2006)","journal-title":"Fuzzy Sets Syst."},{"unstructured":"Hsieh, C.H., Chen, S.H.: Similarity of generalized fuzzy numbers with graded mean integration representation. In: Proceedings of the Eighth International Fuzzy Systems Association World Congress, pp. 551\u2013555 (1999)","key":"1610_CR10"},{"issue":"1","key":"1610_CR11","first-page":"450","volume":"11","author":"S-M Chen","year":"2003","unstructured":"Chen, S.-M., Chen, J.-H.: Fuzzy risk analysis based on similarity measures of generalized fuzzy numbers. IEEE Transact. Fuzzy Syst. 11(1), 450\u201356 (2003)","journal-title":"IEEE Transact. Fuzzy Syst."},{"issue":"6","key":"1610_CR12","first-page":"1","volume":"22","author":"PN Tan","year":"2006","unstructured":"Tan, P.N., Steinback, M., Kumar, V.: Introduction to data mining. Data Anal. Cloud 22(6), 1\u201325 (2006)","journal-title":"Data Anal. Cloud"},{"doi-asserted-by":"crossref","unstructured":"Jeh, G., Widom J.: SimRank.: a measure of structural-context similarity. In: Proceedings of the eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, pp. 538\u2013543 (2002)","key":"1610_CR13","DOI":"10.1145\/775047.775126"},{"issue":"1","key":"1610_CR14","doi-asserted-by":"crossref","first-page":"13","DOI":"10.14778\/2732219.2732221","volume":"7","author":"W Yu","year":"2013","unstructured":"Yu, W., Lin, X., Zhang, W., et al.: More is simpler: effectively and efficiently assessing vertexpair similarities based on hyperlinks. Proc. Vldb Endow. 7(1), 13\u201324 (2013)","journal-title":"Proc. Vldb Endow."},{"doi-asserted-by":"crossref","unstructured":"Zhao, P., Han, J., Sun, Y.: P-Rank.: a comprehensive structural similarity measure over information networks[C]. In: Proceedings of the ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November pp. 553\u2013562 (2009)","key":"1610_CR15","DOI":"10.1145\/1645953.1646025"},{"key":"1610_CR16","first-page":"1177","volume":"1","author":"I Antonellis","year":"2007","unstructured":"Antonellis, I., Molina, H.G., Chang, C.C.: Simrank++: Query rewriting through link analysis of the click graph. Comput. Sci. 1, 1177\u20131178 (2007)","journal-title":"Comput. Sci."},{"key":"1610_CR17","volume-title":"Information Theory, Inference, and Learning Algorithms","author":"DC MacKay","year":"2003","unstructured":"MacKay, D.C.: Information Theory, Inference, and Learning Algorithms. Cambridge University Press, Cambridge (2003)"},{"issue":"1","key":"1610_CR18","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s00521-012-1207-8","volume":"24","author":"S Ding","year":"2014","unstructured":"Ding, S., Jia, H., Zhang, L.: Research of semi-supervised spectral clustering algorithm based on pairwise constraints. Neural Comput. Appl. 24(1), 211\u2013219 (2014)","journal-title":"Neural Comput. Appl."},{"issue":"4","key":"1610_CR19","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1007\/s10619-014-7170-x","volume":"33","author":"W Nawaz","year":"2015","unstructured":"Nawaz, W., et al.: Intra graph clustering using collaborative similarity measure. Distrib. Parallel Databases 33(4), 583\u2013603 (2015)","journal-title":"Distrib. Parallel Databases"},{"issue":"11","key":"1610_CR20","doi-asserted-by":"crossref","first-page":"992","DOI":"10.14778\/3402707.3402736","volume":"4","author":"Y Sun","year":"2011","unstructured":"Sun, Y., Han, J., Yan, X., et al.: PathSim: meta path-based top-K similarity search in heterogeneous information networks. Proc. Vldb Endow. 4(11), 992\u20131003 (2011)","journal-title":"Proc. Vldb Endow."},{"key":"1610_CR21","doi-asserted-by":"crossref","first-page":"31454","DOI":"10.1038\/srep31454","volume":"6","author":"X Qin","year":"2016","unstructured":"Qin, X., Dai, W., Jiao, P., et al.: A multi-similarity spectral clustering method for community detection in dynamic networks. Sci. Rep. 6, 31454 (2016)","journal-title":"Sci. Rep."},{"issue":"4","key":"1610_CR22","doi-asserted-by":"crossref","first-page":"512","DOI":"10.1631\/jzus.A0820196","volume":"10","author":"T Niknam","year":"2009","unstructured":"Niknam, T., Amiri, B., OlamaeI, J., AREFI, A.: An efficient hybrid evolutionary optimization algorithm based on PSO and SA for clustering. J. Zhejiang Univ. 10(4), 512\u2013519 (2009)","journal-title":"J. Zhejiang Univ."},{"key":"1610_CR23","first-page":"1","volume-title":"The PageRank Citation Ranking: Bringing Order to the Web","author":"L Page","year":"1998","unstructured":"Page, L.: The PageRank Citation Ranking: Bringing Order to the Web, pp. 1\u201314. Stanford InfoLab, Stanford (1998)"},{"issue":"2","key":"1610_CR24","doi-asserted-by":"crossref","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"MEJ Newman","year":"2003","unstructured":"Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E: Stat. 69(2), 026113 (2003)","journal-title":"Phys. Rev. E: Stat."},{"unstructured":"Macqueen J.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the Berkeley Symposium on Mathematical Statistics and Probability, pp. 281\u2013297 (1967)","key":"1610_CR25"},{"issue":"8","key":"1610_CR26","first-page":"888","volume":"22","author":"J Shi","year":"2002","unstructured":"Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Transact. Pattern Anal. Mach. Intell. 22(8), 888\u2013905 (2002)","journal-title":"IEEE Transact. Pattern Anal. Mach. Intell."},{"issue":"6","key":"1610_CR27","doi-asserted-by":"crossref","first-page":"418","DOI":"10.1007\/s00339-017-1037-8","volume":"123","author":"EJ Park","year":"2017","unstructured":"Park, E.J., Dollinger, A., Huether, L., et al.: The nano-fractal structured tungsten oxides films with high thermal stability prepared by the deposition of size-selected W clusters. Appl. Phys. A 123(6), 418 (2017)","journal-title":"Appl. Phys. A"},{"doi-asserted-by":"crossref","unstructured":"Tian, Y., Hankins, RA., Patel, JM.: Efficient aggregation for graph summarization. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 567\u2013580 (2008)","key":"1610_CR28","DOI":"10.1145\/1376616.1376675"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-017-1610-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1610-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1610-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,25]],"date-time":"2020-10-25T16:04:16Z","timestamp":1603641856000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-017-1610-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,13]]},"references-count":28,"journal-issue":{"issue":"S2","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["1610"],"URL":"https:\/\/doi.org\/10.1007\/s10586-017-1610-0","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2018,1,13]]},"assertion":[{"value":"22 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 December 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 December 2017","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 January 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}