{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T16:47:50Z","timestamp":1775148470075,"version":"3.50.1"},"reference-count":73,"publisher":"Springer Science and Business Media LLC","issue":"27","license":[{"start":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T00:00:00Z","timestamp":1734307200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T00:00:00Z","timestamp":1734307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"DOI":"10.1007\/s11042-024-20485-4","type":"journal-article","created":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T05:18:45Z","timestamp":1734326325000},"page":"32563-32592","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["A survey on overlapping community detection: label propagation"],"prefix":"10.1007","volume":"84","author":[{"given":"Shivani","family":"Goswami","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anil Kumar","family":"Singh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,12,16]]},"reference":[{"key":"20485_CR1","unstructured":"Xie J, Kelley S, Szymanski BK (2011) Overlapping community detection in networks: the state of the art and comparative study. CoRR. arXiv:1110.5813"},{"key":"20485_CR2","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2019.101436","volume":"47","author":"Y Lei","year":"2019","unstructured":"Lei Y, Zhou Y, Shi J (2019) Overlapping communities detection of social network based on hybrid c-means clustering algorithm. Sustain Cities Soc 47:101436","journal-title":"Sustain Cities Soc"},{"key":"20485_CR3","doi-asserted-by":"crossref","unstructured":"Harenberg S, Bello G, Gjeltema L, Ranshous S, Harlalka J, Seay R, Padmanabhan K, Samatova N (2014) Community detection in large-scale networks: a survey and empirical evaluation. WIREs Comput Stat 6(6):426\u2013439. https:\/\/wires.onlinelibrary.wiley.com\/doi\/abs\/10.1002\/wics.1319","DOI":"10.1002\/wics.1319"},{"key":"20485_CR4","doi-asserted-by":"crossref","unstructured":"Bedi P, Sharma C (2016) Community detection in social networks. WIREs Data Min Knowl Disc 6(3):115\u2013135. https:\/\/wires.onlinelibrary.wiley.com\/doi\/abs\/10.1002\/widm.1178","DOI":"10.1002\/widm.1178"},{"key":"20485_CR5","doi-asserted-by":"crossref","unstructured":"Xie J, Szymanski BK, Liu X (2011) Slpa: Uncovering overlapping communities in social networks via a speaker-listener interaction dynamic process. In: (2011) IEEE 11th international conference on data mining workshops. IEEE, pp 344\u2013349","DOI":"10.1109\/ICDMW.2011.154"},{"key":"20485_CR6","unstructured":"Hanson S, Pratt L (1988) Comparing biases for minimal network construction with back-propagation. Adv Neural Inf Process Syst"},{"key":"20485_CR7","doi-asserted-by":"crossref","unstructured":"Fortunato S, Hric D (2016) Community detection in networks: a user guide. Physics Reports 659:1\u201344. https:\/\/doi.org\/10.1016%2Fj.physrep.2016.09.002","DOI":"10.1016\/j.physrep.2016.09.002"},{"key":"20485_CR8","unstructured":"Khorasgani RR, Chen J, Zaiane OR (2010) Top leaders community detection approach in information networks. In: 4th SNA-KDD workshop on social network mining and analysis. Citeseer"},{"key":"20485_CR9","unstructured":"Zhu X, Ghahramani Z, Lafferty JD (2003) Semi-supervised learning using gaussian fields and harmonic functions. In: Proceedings of the 20th International conference on Machine learning (ICML-03), pp 912\u2013919"},{"issue":"8","key":"20485_CR10","doi-asserted-by":"publisher","first-page":"1021","DOI":"10.1093\/bioinformatics\/btl039","volume":"22","author":"B Adamcsek","year":"2006","unstructured":"Adamcsek B, Palla G, Farkas IJ, Der\u00e9nyi I, Vicsek T (2006) Cfinder: locating cliques and overlapping modules in biological networks. Bioinformatics 22(8):1021\u20131023","journal-title":"Bioinformatics"},{"issue":"1","key":"20485_CR11","doi-asserted-by":"publisher","first-page":"L124","DOI":"10.1111\/j.1745-3933.2010.00962.x","volume":"409","author":"AL Ribeiro","year":"2010","unstructured":"Ribeiro AL, Lopes PA, Trevisan M (2010) Segregation effects according to the evolutionary stage of galaxy groups. Mon Not R Astron Soc: Lett 409(1):L124\u2013L127","journal-title":"Mon Not R Astron Soc: Lett"},{"key":"20485_CR12","doi-asserted-by":"crossref","unstructured":"Javed MA, Younis MS, Latif S, Qadir J, Baig A (2018) Community detection in networks: a multidisciplinary review. J Netw Comput Appl 108:87\u2013111.https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1084804518300560","DOI":"10.1016\/j.jnca.2018.02.011"},{"key":"20485_CR13","doi-asserted-by":"crossref","unstructured":"Gregory S (2010) Finding overlapping communities in networks by label propagation. New J Phys 12(10):103018. https:\/\/doi.org\/10.1088%2F1367-2630%2F12%2F10%2F103018","DOI":"10.1088\/1367-2630\/12\/10\/103018"},{"issue":"3","key":"20485_CR14","doi-asserted-by":"publisher","first-page":"468","DOI":"10.1007\/s11390-012-1236-x","volume":"27","author":"Z-H Wu","year":"2012","unstructured":"Wu Z-H, Lin Y-F, Gregory S, Wan H-Y, Tian S-F (2012) Balanced multi-label propagation for overlapping community detection in social networks. J Comput Sci Technol 27(3):468\u2013479","journal-title":"J Comput Sci Technol"},{"key":"20485_CR15","first-page":"1238","volume":"2015","author":"C Tong","year":"2015","unstructured":"Tong C, Niu J, Wen J, Xie Z, Peng F (2015) Weighted label propagation algorithm for overlapping community detection. IEEE Int Conf Commun (ICC) 2015:1238\u20131243","journal-title":"IEEE Int Conf Commun (ICC)"},{"key":"20485_CR16","doi-asserted-by":"crossref","unstructured":"Xie J, Szymanski BK (2013) Labelrank: A stabilized label propagation algorithm for community detection in networks","DOI":"10.1145\/2489247.2489249"},{"key":"20485_CR17","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1007\/978-3-030-05411-3_14","volume-title":"Complex Networks and Their Applications VII","author":"AM Fiscarelli","year":"2019","unstructured":"Fiscarelli AM, Brust MR, Danoy G, Bouvry P (2019) A memory-based label propagation algorithm for community detection. In: Aiello LM, Cherifi C, Cherifi H, Lambiotte R, Li\u00f3 P, Rocha LM (eds) Complex Networks and Their Applications VII. Springer International Publishing, Cham, pp 171\u2013182"},{"key":"20485_CR18","doi-asserted-by":"crossref","unstructured":"Jalayer M, Azheian M, Kermani MAMA (2018) A hybrid algorithm based on community detection and multi attribute decision making for influence maximization. Comput Ind Eng 120:234\u2013250. https:\/\/doi.org\/10.1016%2Fj.cie.2018.04.049","DOI":"10.1016\/j.cie.2018.04.049"},{"key":"20485_CR19","doi-asserted-by":"crossref","unstructured":"Nguyen NP, Dinh TN, Nguyen DT, Thai MT (2011) Overlapping community structures and their detection on social networks. In: 2011 IEEE third international conference on privacy, security, risk and trust and 2011 IEEE third international conference on social computing. IEEE, pp 35\u201340","DOI":"10.1109\/PASSAT\/SocialCom.2011.16"},{"key":"20485_CR20","doi-asserted-by":"crossref","unstructured":"Mangat V (2022) Slpa-if1: label propagation based overlapping community detection. IEEE Access 10:126,052-126,061","DOI":"10.1109\/ACCESS.2022.3226511"},{"key":"20485_CR21","doi-asserted-by":"crossref","unstructured":"Rytsareva I (2014) Parallel algorithms for large-scale graph clustering on distributed memory architectures. https:\/\/api.semanticscholar.org\/CorpusID:61186073","DOI":"10.1504\/IJHPCN.2014.062724"},{"key":"20485_CR22","unstructured":"Devi JC, Poovammal E (2016) An analysis of overlapping community detection algorithms in social networks. Procedia Computer Science vol 89, pp. 349\u2013358, twelfth International Conference on Communication Networks, ICCN 2016, August 19\u2013 21, 2016, Bangalore, India Twelfth International Conference on Data Mining and Warehousing, ICDMW 2016, August 19-21, 2016, Bangalore, India Twelfth International Conference on Image and Signal Processing, ICISP 2016, August 19-21, 2016, Bangalore, India. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1877050916311474"},{"key":"20485_CR23","unstructured":"Nur N, Dou W, Niu X, Krishnan S, Park N (2018) Gi-ohms: Graphical inference to detect overlapping communities"},{"key":"20485_CR24","doi-asserted-by":"crossref","unstructured":"Hric D, Darst RK, Fortunato S (2014) Community detection in networks: structural communities versus ground truth. Phys Rev E 90(6). https:\/\/doi.org\/10.1103%2Fphysreve.90.062805","DOI":"10.1103\/PhysRevE.90.062805"},{"key":"20485_CR25","doi-asserted-by":"crossref","unstructured":"Zaki N, Singh H, Mohamed EA (2021) Identifying protein complexes in protein-protein interaction data using graph convolutional network. IEEE Access 9:123,717-123,726","DOI":"10.1109\/ACCESS.2021.3110845"},{"key":"20485_CR26","doi-asserted-by":"crossref","unstructured":"Ben El Kouni I, Karoui W, Romdhane LB (2020) Node importance based label propagation algorithm for overlapping community detection in networks. Expert Syst Appl 162:113020. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0957417419307377","DOI":"10.1016\/j.eswa.2019.113020"},{"key":"20485_CR27","doi-asserted-by":"crossref","unstructured":"Azaouzi M, Romdhane LB (2017) An evidential influence-based label propagation algorithm for distributed community detection in social networks. Procedia Computer Science, vol 112, pp 407\u2013416, knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference, KES-20176-8 September 2017, Marseille, France. https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1877050917313868","DOI":"10.1016\/j.procs.2017.08.045"},{"issue":"4","key":"20485_CR28","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.78.046110","volume":"78","author":"A Lancichinetti","year":"2008","unstructured":"Lancichinetti A, Fortunato S, Radicchi F (2008) Benchmark graphs for testing community detection algorithms. Phys Rev E Stat Nonlin Soft Matt Phys 78(4):046110","journal-title":"Phys Rev E Stat Nonlin Soft Matt Phys"},{"issue":"1","key":"20485_CR29","first-page":"29","volume":"6","author":"J Leskovec","year":"2009","unstructured":"Leskovec J, Lang KJ, Dasgupta A, Mahoney MW (2009) Community structure in large networks: natural cluster sizes and the absence of large well-defined clusters. Int Math 6(1):29\u2013123","journal-title":"Int Math"},{"issue":"10","key":"20485_CR30","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/12\/10\/103018","volume":"12","author":"S Gregory","year":"2010","unstructured":"Gregory S (2010) Finding overlapping communities in networks by label propagation. New J Phys 12(10):103018","journal-title":"New J Phys"},{"issue":"4","key":"20485_CR31","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.81.046109","volume":"81","author":"S Mukherjee","year":"2010","unstructured":"Mukherjee S, Gupte N, Mukherjee G (2010) Statistical characterizers of transport in communication networks. Phys Rev E Stat Nonlin Soft Matter Phys 81(4):046109","journal-title":"Phys Rev E Stat Nonlin Soft Matter Phys"},{"issue":"3","key":"20485_CR32","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.84.036106","volume":"84","author":"B Karrer","year":"2011","unstructured":"Karrer B, Newman ME (2011) Competing epidemics on complex networks. Phys Rev E Stat Nonlin Soft Matt Phys 84(3):036106","journal-title":"Phys Rev E Stat Nonlin Soft Matt Phys"},{"issue":"4","key":"20485_CR33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2501654.2501657","volume":"45","author":"J Xie","year":"2013","unstructured":"Xie J, Kelley S, Szymanski BK (2013) Overlapping community detection in networks: The state-of-the-art and comparative study. ACM Comput Surv (csur) 45(4):1\u201335","journal-title":"ACM Comput Surv (csur)"},{"key":"20485_CR34","doi-asserted-by":"crossref","unstructured":"Ikonomovska E, Driessens K, Dzeroski S, Gama J (2011) Adaptive windowing for online learning from multiple inter-related data streams. In 2011 IEEE 11th international conference on data mining workshops. IEEE, pp. 697\u2013704","DOI":"10.1109\/ICDMW.2011.22"},{"issue":"5","key":"20485_CR35","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.80.056117","volume":"80","author":"A Lancichinetti","year":"2009","unstructured":"Lancichinetti A, Fortunato S (2009) Community detection algorithms: a comparative analysis. Phys Rev E Stat Nonlin Soft Matt Phys 80(5):056117","journal-title":"Phys Rev E Stat Nonlin Soft Matt Phys"},{"key":"20485_CR36","doi-asserted-by":"crossref","unstructured":"Yang J, Leskovec J (2012) Defining and evaluating network communities based on ground-truth. In: Proceedings of the ACM SIGKDD workshop on mining data semantics, pp 1\u20138","DOI":"10.1145\/2350190.2350193"},{"issue":"1","key":"20485_CR37","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1093\/comnet\/cnt002","volume":"1","author":"F Vega-Redondo","year":"2013","unstructured":"Vega-Redondo F (2013) Network organizations. J Complex Netw 1(1):72\u201382","journal-title":"Network organizations. J Complex Netw"},{"issue":"16","key":"20485_CR38","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.94.160202","volume":"94","author":"I Der\u00e9nyi","year":"2005","unstructured":"Der\u00e9nyi I, Palla G, Vicsek T (2005) Clique percolation in random networks. Phys Rev Lett 94(16):160202","journal-title":"Phys Rev Lett"},{"issue":"3\u20135","key":"20485_CR39","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.physrep.2009.11.002","volume":"486","author":"S Fortunato","year":"2010","unstructured":"Fortunato S (2010) Community detection in graphs. Phys Rep 486(3\u20135):75\u2013174","journal-title":"Phys Rep"},{"key":"20485_CR40","doi-asserted-by":"crossref","unstructured":"Cazabet R, Amblard F, Hanachi C (2010) Detection of overlapping communities in dynamical social networks. In: (2010) IEEE second international conference on social computing. IEEE, pp 309\u2013314","DOI":"10.1109\/SocialCom.2010.51"},{"key":"20485_CR41","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1016\/j.neucom.2019.01.074","volume":"337","author":"M Xu","year":"2019","unstructured":"Xu M, Li Y, Li R, Zou F, Gu X (2019) Eadp: an extended adaptive density peaks clustering for overlapping community detection in social networks. Neurocomputing 337:287\u2013302","journal-title":"Neurocomputing"},{"issue":"3","key":"20485_CR42","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2992785","volume":"11","author":"S-H Bae","year":"2017","unstructured":"Bae S-H, Halperin D, West JD, Rosvall M, Howe B (2017) Scalable and efficient flow-based community detection for large-scale graph analysis. ACM Trans Knowl Disc Data (TKDD) 11(3):1\u201330","journal-title":"ACM Trans Knowl Disc Data (TKDD)"},{"key":"20485_CR43","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/j.datak.2017.12.003","volume":"113","author":"M Sattari","year":"2018","unstructured":"Sattari M, Zamanifar K (2018) A spreading activation-based label propagation algorithm for overlapping community detection in dynamic social networks. Data Knowl Eng 113:155\u2013170","journal-title":"Data Knowl Eng"},{"issue":"2","key":"20485_CR44","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 (2017) Linklpa: a link-based label propagation algorithm for overlapping community detection in networks. Comput Intell 33(2):308\u2013331","journal-title":"Comput Intell"},{"issue":"2","key":"20485_CR45","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3106370","volume":"12","author":"Y Li","year":"2018","unstructured":"Li Y, He K, Kloster K, Bindel D, Hopcroft J (2018) Local spectral clustering for overlapping community detection. ACM Trans Knowl Disc Data (TKDD) 12(2):1\u201327","journal-title":"ACM Trans Knowl Disc Data (TKDD)"},{"issue":"11","key":"20485_CR46","doi-asserted-by":"publisher","first-page":"295","DOI":"10.3390\/fi13110295","volume":"13","author":"I Blekanov","year":"2021","unstructured":"Blekanov I, Bodrunova SS, Akhmetov A (2021) Detection of hidden communities in twitter discussions of varying volumes. Future Int 13(11):295","journal-title":"Future Int"},{"issue":"4","key":"20485_CR47","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1038\/s43018-022-00359-0","volume":"3","author":"B Herpers","year":"2022","unstructured":"Herpers B, Eppink B, James MI, Cortina C, Ca\u00f1ellas-Socias A, Boj SF, Hernando-Momblona X, Glodzik D, Roovers RC, van de Wetering M et al (2022) Functional patient-derived organoid screenings identify mcla-158 as a therapeutic egfr$$\\times $$ lgr5 bispecific antibody with efficacy in epithelial tumors. Nat Cancer 3(4):418\u2013436","journal-title":"Nat Cancer"},{"key":"20485_CR48","doi-asserted-by":"publisher","first-page":"487","DOI":"10.1016\/j.knosys.2015.08.015","volume":"89","author":"K Liu","year":"2015","unstructured":"Liu K, Huang J, Sun H, Wan M, Qi Y, Li H (2015) Label propagation based evolutionary clustering for detecting overlapping and non-overlapping communities in dynamic networks. Knowl Based Syst 89:487\u2013496","journal-title":"Knowl Based Syst"},{"key":"20485_CR49","unstructured":"Zhoua K, Martin A, Pan Q, Liu Z-G (2016) Evidential label propagation algorithm for graphs. In: 2016 19th International Conference on Information Fusion (FUSION). IEEE, pp 1316\u20131323"},{"key":"20485_CR50","first-page":"P03024","volume":"03","author":"V Nicosia","year":"2009","unstructured":"Nicosia V, Mangioni G, Carchiolo V (2009) Malgeri M (2009) Extending the definition of modularity to directed graphs with overlapping communities. J Stat Mech Theory Exper 03:P03024","journal-title":"J Stat Mech Theory Exper"},{"issue":"2","key":"20485_CR51","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1007\/s00607-021-00948-4","volume":"104","author":"K Asmi","year":"2022","unstructured":"Asmi K, Lotfi D, Abarda A (2022) The greedy coupled-seeds expansion method for the overlapping community detection in social networks. Computing 104(2):295\u2013313","journal-title":"Computing"},{"key":"20485_CR52","doi-asserted-by":"publisher","first-page":"1586","DOI":"10.1007\/s10618-014-0373-y","volume":"28","author":"E Galbrun","year":"2014","unstructured":"Galbrun E, Gionis A, Tatti N (2014) Overlapping community detection in labeled graphs. Data Min Knowl Disc 28:1586\u20131610","journal-title":"Data Min Knowl Disc"},{"issue":"1","key":"20485_CR53","doi-asserted-by":"publisher","first-page":"18001","DOI":"10.1209\/0295-5075\/90\/18001","volume":"90","author":"A L\u00e1z\u00e1r","year":"2010","unstructured":"L\u00e1z\u00e1r A, Abel D, Vicsek T (2010) Modularity measure of networks with overlapping communities. Europhys Lett 90(1):18001","journal-title":"Europhys Lett"},{"key":"20485_CR54","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.physa.2019.01.142","volume":"522","author":"Y Gao","year":"2019","unstructured":"Gao Y, Zhang H, Zhang Y (2019) Overlapping community detection based on conductance optimization in large-scale networks. Phys A: Stat Mech Appl 522:69\u201379","journal-title":"Phys A: Stat Mech Appl"},{"key":"20485_CR55","unstructured":"McDaid AF, Greene D, Hurley N (2011) Normalized mutual information to evaluate overlapping community finding algorithms. arXiv:1110.2515"},{"key":"20485_CR56","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.socnet.2015.03.002","volume":"42","author":"M Hoffman","year":"2015","unstructured":"Hoffman M, Steinley D, Brusco MJ (2015) A note on using the adjusted rand index for link prediction in networks. Soc Netw 42:72\u201379","journal-title":"Soc Netw"},{"key":"20485_CR57","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1007\/s10618-011-0224-z","volume":"24","author":"S Papadopoulos","year":"2012","unstructured":"Papadopoulos S, Kompatsiaris Y, Vakali A, Spyridonos P (2012) Community detection in social media: Performance and application considerations. Data Min Knowl Disc 24:515\u2013554","journal-title":"Data Min Knowl Disc"},{"issue":"3","key":"20485_CR58","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.76.036106","volume":"76","author":"UN Raghavan","year":"2007","unstructured":"Raghavan UN, Albert R, Kumara S (2007) Near linear time algorithm to detect community structures in large-scale networks. Phys Rev E Stat Nonlin Soft Matt Phys 76(3):036106","journal-title":"Phys Rev E Stat Nonlin Soft Matt Phys"},{"key":"20485_CR59","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/gb-2008-9-s1-s4","volume":"9","author":"S Mostafavi","year":"2008","unstructured":"Mostafavi S, Ray D, Warde-Farley D, Grouios C, Morris Q (2008) Near linear time algorithm to detect community structures in large-scale networks. Genome Biol 9:1\u201315","journal-title":"Genome Biol"},{"key":"20485_CR60","unstructured":"Khan BS, Niazi MA ( 2017) Network community detection: a review and visual survey. arXiv:1708.00977"},{"key":"20485_CR61","doi-asserted-by":"crossref","unstructured":"Huang L, Yang Y, Gao H, Zhao X, Du Z (2018) Comparing community detection algorithms in transport networks via points of interest. IEEE Access 6:29,729-29,738","DOI":"10.1109\/ACCESS.2018.2841321"},{"key":"20485_CR62","doi-asserted-by":"crossref","unstructured":"Cui Y, Jin B, Zhang F, Sun X (2019) A deep spatio-temporal attention-based neural network for passenger flow prediction. In: Proceedings of the 16th EAI international conference on mobile and ubiquitous systems: computing, networking and services, pp 20\u201330","DOI":"10.1145\/3360774.3360807"},{"key":"20485_CR63","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2020.104274","volume":"143","author":"A Higaki","year":"2020","unstructured":"Higaki A, Uetani T, Ikeda S, Yamaguchi O (2020) Co-authorship network analysis in cardiovascular research utilizing machine learning (2009\u20132019). Int J Med Inf 143:104274","journal-title":"Int J Med Inf"},{"issue":"11","key":"20485_CR64","doi-asserted-by":"publisher","first-page":"992","DOI":"10.14778\/3402707.3402736","volume":"4","author":"Y Sun","year":"2011","unstructured":"Sun Y, Han J, Yan X, Yu PS, Wu T (2011) Pathsim: Meta path-based top-k similarity search in heterogeneous information networks. Proc VLDB Endow 4(11):992\u20131003","journal-title":"Proc VLDB Endow"},{"key":"20485_CR65","doi-asserted-by":"publisher","first-page":"3975","DOI":"10.1007\/s10489-020-01962-3","volume":"51","author":"F Gasparetti","year":"2021","unstructured":"Gasparetti F, Sansonetti G, Micarelli A (2021) Community detection in social recommender systems: a survey. Appl Intell 51:3975\u20133995","journal-title":"Appl Intell"},{"issue":"4","key":"20485_CR66","doi-asserted-by":"publisher","first-page":"1777","DOI":"10.1016\/j.physa.2011.09.017","volume":"391","author":"D Chen","year":"2012","unstructured":"Chen D, L\u00fc L, Shang M-S, Zhang Y-C, Zhou T (2012) Identifying influential nodes in complex networks. Phys A: Stat Mech Appl 391(4):1777\u20131787","journal-title":"Phys A: Stat Mech Appl"},{"issue":"10","key":"20485_CR67","doi-asserted-by":"publisher","first-page":"1619","DOI":"10.1049\/iet-cta.2017.0100","volume":"11","author":"H-S Yan","year":"2017","unstructured":"Yan H-S, Kang A-M (2017) Asymptotic tracking and dynamic regulation of siso non-linear system based on discrete multi-dimensional Taylor network. IET Control Theory Appl 11(10):1619\u20131626","journal-title":"IET Control Theory Appl"},{"key":"20485_CR68","unstructured":"Chen J, Ma T, Xiao C (2018) Fastgcn: fast learning with graph convolutional networks via importance sampling. arXiv:1801.10247"},{"key":"20485_CR69","doi-asserted-by":"publisher","first-page":"372","DOI":"10.1016\/j.future.2017.09.043","volume":"81","author":"SB Shah","year":"2018","unstructured":"Shah SB, Chen Z, Yin F, Khan IU, Ahmad N (2018) Energy and interoperable aware routing for throughput optimization in clustered iot-wireless sensor networks. Future Gen Comput Syst 81:372\u2013381","journal-title":"Future Gen Comput Syst"},{"key":"20485_CR70","doi-asserted-by":"crossref","unstructured":"Wang Y, Zhang X, Hu X, Zhang B, Su H (2020) Dynamic network pruning with interpretable layerwise channel selection. In: Proceedings of the AAAI conference on artificial intelligence vol 34, no 04, pp 6299\u20136306","DOI":"10.1609\/aaai.v34i04.6098"},{"key":"20485_CR71","doi-asserted-by":"crossref","unstructured":"Goswami S, Singh AK (2024) A literature survey on various aspect of class imbalance problem in data mining. Multimed Tools Appl 1\u201326","DOI":"10.1007\/s11042-024-18244-6"},{"key":"20485_CR72","doi-asserted-by":"crossref","unstructured":"Yang J, McAuley J, Leskovec J (2013) Community detection in networks with node attributes. In: 2013 IEEE 13th International conference on data mining. IEEE. https:\/\/doi.org\/10.1109%2Ficdm.2013.167","DOI":"10.1109\/ICDM.2013.167"},{"key":"20485_CR73","doi-asserted-by":"publisher","unstructured":"Gorovits A, Gujral E, Papalexakis EE, Bogdanov P (2018) Larc: Learning activity-regularized overlapping communities across time. In: Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining, ser. KDD \u201918. New York, NY, USA: Association for Computing Machinery, pp 1465\u20131474. https:\/\/doi.org\/10.1145\/3219819.3220118","DOI":"10.1145\/3219819.3220118"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-024-20485-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-024-20485-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-024-20485-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T01:56:46Z","timestamp":1757123806000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-024-20485-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,16]]},"references-count":73,"journal-issue":{"issue":"27","published-online":{"date-parts":[[2025,8]]}},"alternative-id":["20485"],"URL":"https:\/\/doi.org\/10.1007\/s11042-024-20485-4","relation":{},"ISSN":["1573-7721"],"issn-type":[{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12,16]]},"assertion":[{"value":"5 January 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 October 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 November 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 December 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"On behalf of all authors, the corresponding author states that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflicts of Interest"}}]}}