{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T11:17:05Z","timestamp":1781176625564,"version":"3.54.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2021,11,23]],"date-time":"2021-11-23T00:00:00Z","timestamp":1637625600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,11,23]],"date-time":"2021-11-23T00:00:00Z","timestamp":1637625600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["World Wide Web"],"published-print":{"date-parts":[[2022,1]]},"DOI":"10.1007\/s11280-021-00966-4","type":"journal-article","created":{"date-parts":[[2021,11,23]],"date-time":"2021-11-23T05:02:42Z","timestamp":1637643762000},"page":"73-98","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["DPNLP: distance based peripheral nodes label propagation algorithm for community detection in social networks"],"prefix":"10.1007","volume":"25","author":[{"given":"Mahdi","family":"Zarezadeh","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1933-2550","authenticated-orcid":false,"given":"Esmaeil","family":"Nourani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Asgarali","family":"Bouyer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,11,23]]},"reference":[{"key":"966_CR1","doi-asserted-by":"publisher","first-page":"125420","DOI":"10.1016\/j.physa.2020.125420","volume":"563","author":"S Aghaalizadeh","year":"2021","unstructured":"Aghaalizadeh, S., Afshord, S.T., Bouyer, A., Anari, B.: A three-stage algorithm for local community detection based on the high node importance ranking in social networks. Physica A: Stat Mech. Appl. 563, 125420 (2021)","journal-title":"Physica A: Stat Mech. Appl."},{"issue":"2","key":"966_CR2","doi-asserted-by":"publisher","first-page":"026129","DOI":"10.1103\/PhysRevE.80.026129","volume":"80","author":"MJ Barber","year":"2009","unstructured":"Barber, M.J., Clark, J.W.: Detecting network communities by propagating labels under constraints. Phys. Rev. E 80(2), 026129 (2009)","journal-title":"Phys. Rev. E"},{"issue":"06","key":"966_CR3","doi-asserted-by":"publisher","first-page":"1850062","DOI":"10.1142\/S0217979218500625","volume":"32","author":"K Berahmand","year":"2018","unstructured":"Berahmand, K., Bouyer, A.: LP-LPA: A link influence-based label propagation algorithm for discovering community structures in networks. Int. J. Mod. Phys. B 32(06), 1850062 (2018)","journal-title":"Int. J. Mod. Phys. B"},{"issue":"3","key":"966_CR4","doi-asserted-by":"publisher","first-page":"737","DOI":"10.1007\/s11424-018-7270-1","volume":"32","author":"K Berahmand","year":"2019","unstructured":"Berahmand, K., Bouyer, A.: A link-based similarity for improving community detection based on label propagation algorithm. J. Syst. Sci. Complexity 32(3), 737\u2013758 (2019)","journal-title":"J. Syst. Sci. Complexity"},{"issue":"4","key":"966_CR5","doi-asserted-by":"publisher","first-page":"1021","DOI":"10.1109\/TCSS.2018.2879494","volume":"5","author":"K Berahmand","year":"2018","unstructured":"Berahmand, K., Bouyer, A., Vasighi, M.: Community detection in complex networks by detecting and expanding core nodes through extended local similarity of nodes. IEEE Trans. Comput. Soc. Syst. 5(4), 1021\u20131033 (2018)","journal-title":"IEEE Trans. Comput. Soc. Syst."},{"issue":"10","key":"966_CR6","doi-asserted-by":"publisher","first-page":"P10008","DOI":"10.1088\/1742-5468\/2008\/10\/P10008","volume":"2008","author":"VD Blondel","year":"2008","unstructured":"Blondel, V.D., Guillaume, J.-L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech.: Theory Exp. 2008(10), P10008 (2008)","journal-title":"J. Stat. Mech.: Theory Exp."},{"key":"966_CR7","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.future.2020.07.011","volume":"113","author":"A Bouyer","year":"2020","unstructured":"Bouyer, A., Roghani, H.: LSMD: A fast and robust local community detection starting from low degree nodes in social networks. Futur. Gener. Comput. Syst. 113, 41\u201357 (2020)","journal-title":"Futur. Gener. Comput. Syst."},{"issue":"9","key":"966_CR8","doi-asserted-by":"publisher","first-page":"1394","DOI":"10.1109\/TIFS.2014.2334272","volume":"9","author":"KM Carter","year":"2014","unstructured":"Carter, K.M., Idika, N., Streilein, W.W.: Probabilistic threat propagation for network security. IEEE Trans. Inf. Forensics Secur. 9(9), 1394\u20131405 (2014)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"issue":"5","key":"966_CR9","doi-asserted-by":"publisher","first-page":"1377","DOI":"10.1007\/s11280-017-0519-0","volume":"21","author":"N Chen","year":"2018","unstructured":"Chen, N., Liu, Y., Cheng, J., Liu, Q.: A novel parallel community detection scheme based on label propagation. World Wide Web 21(5), 1377\u20131398 (2018)","journal-title":"World Wide Web"},{"issue":"12","key":"966_CR10","doi-asserted-by":"publisher","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M Girvan","year":"2002","unstructured":"Girvan, M., Newman, M.E.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. 99(12), 7821\u20137826 (2002)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"10","key":"966_CR11","doi-asserted-by":"publisher","first-page":"103018","DOI":"10.1088\/1367-2630\/12\/10\/103018","volume":"12","author":"S Gregory","year":"2010","unstructured":"Gregory, S.: Finding overlapping communities in networks by label propagation. New J. Phys. 12(10), 103018 (2010)","journal-title":"New J. Phys."},{"issue":"6","key":"966_CR12","doi-asserted-by":"publisher","first-page":"065103","DOI":"10.1103\/PhysRevE.68.065103","volume":"68","author":"R Guimera","year":"2003","unstructured":"Guimera, R., Danon, L., Diaz-Guilera, A., Giralt, F., Arenas, A.: Self-similar community structure in a network of human interactions. Phys. Rev. E 68(6), 065103 (2003)","journal-title":"Phys. Rev. E"},{"key":"966_CR13","first-page":"113020","volume":"19","author":"IBE Kouni","year":"2019","unstructured":"Kouni, I.B.E., Karoui, W., Romdhane, L.B.: Node Importance based Label propagation algorithm for overlapping community detection in networks. Expert Syst. Appl. 19, 113020 (2019)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"966_CR14","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1080\/15427951.2009.10129177","volume":"6","author":"J Leskovec","year":"2009","unstructured":"Leskovec, J., Lang, K.J., Dasgupta, A., Mahoney, M.W.: Community structure in large networks: Natural cluster sizes and the absence of large well-defined clusters. Internet Math. 6(1), 29\u2013123 (2009)","journal-title":"Internet Math."},{"key":"966_CR15","unstructured":"Liu, F., et al.: Deep learning for community detection: progress, challenges and opportunities. arXiv preprint \narXiv:2005.08225 (2020)"},{"issue":"2","key":"966_CR16","doi-asserted-by":"publisher","first-page":"715","DOI":"10.1007\/s11280-019-00710-z","volume":"23","author":"F Liu","year":"2020","unstructured":"Liu, F., Wu, J., Xue, S., Zhou, C., Yang, J., Sheng, Q.: Detecting the evolving community structure in dynamic social networks. World Wide Web 23(2), 715\u2013733 (2020)","journal-title":"World Wide Web"},{"issue":"4","key":"966_CR17","doi-asserted-by":"publisher","first-page":"396","DOI":"10.1007\/s00265-003-0651-y","volume":"54","author":"D Lusseau","year":"2003","unstructured":"Lusseau, D., Schneider, K., Boisseau, O.J., Haase, P., Slooten, E., Dawson, S.M.: The bottlenose dolphin community of Doubtful Sound features a large proportion of long-lasting associations. Behav. Ecol. Sociobiol. 54(4), 396\u2013405 (2003)","journal-title":"Behav. Ecol. Sociobiol."},{"key":"966_CR18","doi-asserted-by":"publisher","first-page":"366","DOI":"10.1016\/j.physa.2018.02.130","volume":"503","author":"T Ma","year":"2018","unstructured":"Ma, T., Yue, M., Qu, J., Tian, Y., Al-Dhelaan, A., Al-Rodhaan, M.: PSPLPA: probability and similarity based parallel label propagation algorithm on spark. Physica A 503, 366\u2013378 (2018)","journal-title":"Physica A"},{"key":"966_CR19","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1016\/j.future.2019.12.022","volume":"105","author":"T Ma","year":"2020","unstructured":"Ma, T., Liu, Q., Cao, J., Tian, Y., Al-Dhelaan, A., Al-Rodhaan, M.: LGIEM: Global and local node influence based community detection. Futur. Gener. Comput. Syst. 105, 533\u2013546 (2020)","journal-title":"Futur. Gener. Comput. Syst."},{"key":"966_CR20","doi-asserted-by":"publisher","first-page":"121084","DOI":"10.1016\/j.physa.2019.121084","volume":"527","author":"M Mohammadi","year":"2019","unstructured":"Mohammadi, M., Moradi, P., Jalili, M.: SCE: Subspace-based core expansion method for community detection in complex networks. Physica A: Stat. Mech. Appl. 527, 121084 (2019)","journal-title":"Physica A: Stat. Mech. Appl."},{"issue":"2","key":"966_CR21","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1073\/pnas.98.2.404","volume":"98","author":"ME Newman","year":"2001","unstructured":"Newman, M.E.: The structure of scientific collaboration networks. Proc. Natl. Acad. Sci. 98(2), 404\u2013409 (2001)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"6","key":"966_CR22","doi-asserted-by":"publisher","first-page":"066133","DOI":"10.1103\/PhysRevE.69.066133","volume":"69","author":"ME Newman","year":"2004","unstructured":"Newman, M.E.: Fast algorithm for detecting community structure in networks. Phys. Rev. E 69(6), 066133 (2004)","journal-title":"Phys. Rev. E"},{"issue":"23","key":"966_CR23","doi-asserted-by":"publisher","first-page":"8577","DOI":"10.1073\/pnas.0601602103","volume":"103","author":"ME Newman","year":"2006","unstructured":"Newman, M.E.: Modularity and community structure in networks. Proc. Natl. Acad. Sci. 103(23), 8577\u20138582 (2006)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"3","key":"966_CR24","doi-asserted-by":"publisher","first-page":"036104","DOI":"10.1103\/PhysRevE.74.036104","volume":"74","author":"ME Newman","year":"2006","unstructured":"Newman, M.E.: Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E 74(3), 036104 (2006)","journal-title":"Phys. Rev. E"},{"key":"966_CR25","doi-asserted-by":"publisher","first-page":"036106","DOI":"10.1103\/PhysRevE.76.036106","volume":"76","author":"UN Raghavan","year":"2007","unstructured":"Raghavan, U.N., Albert, R., Kumara, S.: Near linear time algorithm to detect community structures in large-scale networks. Phys. Rev. E 76, 036106 (2007)","journal-title":"Phys. Rev. E"},{"key":"966_CR26","doi-asserted-by":"publisher","first-page":"1118","DOI":"10.1073\/pnas.0706851105","volume":"105","author":"M Rosvall","year":"2008","unstructured":"Rosvall, M., Bergstrom, C.: Maps of random walks on complex networks reveal community structure. Proc. Natl. Acad. Sci. U. S. A. 105, 1118\u201323 (2008)","journal-title":"Proc. Natl. Acad. Sci. U. S. A."},{"key":"966_CR27","unstructured":"S. Stanford-Network-Analysis-Project. (2020).\u00a0https:\/\/snap.stanford.edu. Accessed Oct 2020."},{"issue":"5","key":"966_CR28","first-page":"1","volume":"1","author":"Y Sasaki","year":"2007","unstructured":"Sasaki, Y.: The truth of the F-measure. Teach. Tutor Mater. 1(5), 1\u20135 (2007)","journal-title":"Teach. Tutor Mater."},{"issue":"2","key":"966_CR29","doi-asserted-by":"publisher","first-page":"308","DOI":"10.1111\/coin.12087","volume":"33","author":"H Sun","year":"2017","unstructured":"Sun, H., Liu, J., Huang, J., Wang, G., Jia, X., Song, Q.: LinkLPA: A link-based label propagation algorithm for overlapping community detection in networks. Comput. Intell. 33(2), 308\u2013331 (2017)","journal-title":"Comput. Intell."},{"issue":"3","key":"966_CR30","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1089\/big.2019.0143","volume":"8","author":"S Taheri","year":"2020","unstructured":"Taheri, S., Bouyer, A.: Community detection in social networks using affinity propagation with adaptive similarity matrix. Big Data 8(3), 189\u2013202 (2020)","journal-title":"Big Data"},{"key":"966_CR31","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1016\/j.physa.2018.09.044","volume":"513","author":"M Tasgin","year":"2019","unstructured":"Tasgin, M., Bingol, H.O.: Community detection using boundary nodes in complex networks. Physica A 513, 315\u2013324 (2019)","journal-title":"Physica A"},{"key":"966_CR32","first-page":"781","volume-title":"Encyclopedia of machine learning","author":"KM Ting","year":"2010","unstructured":"Ting, K.M.: Precision and recall. In: Sammut, C., Webb, G.I. (eds.) Encyclopedia of machine learning, pp. 781\u2013781. Springer US, Boston, MA (2010)"},{"issue":"6684","key":"966_CR33","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1038\/30918","volume":"393","author":"DJ Watts","year":"1998","unstructured":"Watts, D.J., Strogatz, S.H.: Collective dynamics of \u2018small-world\u2019networks. Nature 393(6684), 440 (1998)","journal-title":"Nature"},{"key":"966_CR34","first-page":"627581","volume":"2014","author":"Y Xing","year":"2014","unstructured":"Xing, Y., Meng, F., Zhou, Y., Zhu, M., Shi, M., Sun, G.: A node influence based label propagation algorithm for community detection in networks. Sci. World J. 2014, 627581 (2014)","journal-title":"Sci. World J."},{"issue":"1","key":"966_CR35","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/s10115-013-0693-z","volume":"42","author":"J Yang","year":"2015","unstructured":"Yang, J., Leskovec, J.: Defining and evaluating network communities based on ground-truth. Knowl. Inf. Syst. 42(1), 181\u2013213 (2015)","journal-title":"Knowl. Inf. Syst."},{"issue":"4","key":"966_CR36","doi-asserted-by":"publisher","first-page":"452","DOI":"10.1086\/jar.33.4.3629752","volume":"33","author":"WW Zachary","year":"1977","unstructured":"Zachary, W.W.: An information flow model for conflict and fission in small groups. J. Anthropol. Res. 33(4), 452\u2013473 (1977)","journal-title":"J. Anthropol. Res."},{"issue":"2","key":"966_CR37","first-page":"201","volume":"8","author":"M Zarezadeh","year":"2020","unstructured":"Zarezadeh, M., Nourani, E., Bouyer, A.: Community detection using a new node scoring and synchronous label updating of boundary nodes in social networks.\u00a0JAIDM. 8(2), 201\u2013212 (2020)","journal-title":"J. AI Data Min."},{"key":"966_CR38","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/j.datak.2018.07.009","volume":"117","author":"HF Zhou","year":"2018","unstructured":"Zhou, H.F., Zhang, Y., Li, J.: An overlapping community detection algorithm in complex etworks based on information theory. Data Knowl. Eng. 117, 183\u2013194 (2018)","journal-title":"Data Knowl. Eng."}],"container-title":["World Wide Web"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-021-00966-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11280-021-00966-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-021-00966-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,18]],"date-time":"2022-02-18T04:52:56Z","timestamp":1645159976000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11280-021-00966-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,23]]},"references-count":38,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,1]]}},"alternative-id":["966"],"URL":"https:\/\/doi.org\/10.1007\/s11280-021-00966-4","relation":{},"ISSN":["1386-145X","1573-1413"],"issn-type":[{"value":"1386-145X","type":"print"},{"value":"1573-1413","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,11,23]]},"assertion":[{"value":"1 February 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 August 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 October 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 November 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}