{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T04:55:31Z","timestamp":1743051331987,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031785405"},{"type":"electronic","value":"9783031785412"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-78541-2_18","type":"book-chapter","created":{"date-parts":[[2025,1,23]],"date-time":"2025-01-23T20:58:49Z","timestamp":1737665929000},"page":"287-304","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Online Social Community Neighborhood Formation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-2528-7473","authenticated-orcid":false,"given":"Jiarui","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7511-1886","authenticated-orcid":false,"given":"George","family":"Barnett","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9179-6785","authenticated-orcid":false,"given":"Norman","family":"Matloff","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6033-5353","authenticated-orcid":false,"given":"S. Felix","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,1,24]]},"reference":[{"key":"18_CR1","unstructured":"Ugander, J., Karrer, B., Backstrom, L., Marlow, C.: The anatomy of the facebook social graph, arXiv preprint arXiv:1111.4503 (2011)"},{"key":"18_CR2","unstructured":"Wikipedia contributors, List of social platforms with at least 100 million active users \u2014 Wikipedia, the free encyclopedia (2023) (Accessed 30-May-2023)"},{"issue":"2","key":"18_CR3","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1177\/1461444815604421","volume":"19","author":"GA Barnett","year":"2017","unstructured":"Barnett, G.A., Benefield, G.A.: Predicting international Facebook ties through cultural homophily and other factors. New Media Soc. 19(2), 217\u2013239 (2017)","journal-title":"New Media Soc."},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Daud, N.N., Ab Hamid, S.H., Saadoon, M., Sahran, F., Anuar, N.B.: Applications of link prediction in social networks: a review. J. Netw. Comput. Appli. 166, 102716 (2020), https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1084804520301909","DOI":"10.1016\/j.jnca.2020.102716"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Hong, Y., Lin, Y.-C., Lai, C.-M., Felix Wu, S., Barnett, G.A.: Profiling facebook public page graph. In: 2018 International Conference on Computing, Networking and Communications (ICNC), pp. 161\u2013165 (2018)","DOI":"10.1109\/ICCNC.2018.8390301"},{"key":"18_CR6","doi-asserted-by":"publisher","unstructured":"Wang, J., Wang, X., Lai, C.-M., Felix Wu, S.: Online social community sub-location classification. In Proceedings of the 2023 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2023). Association for Computing Machinery, New York, pp. 276\u2013280 (2024). https:\/\/doi.org\/10.1145\/3625007.3627504","DOI":"10.1145\/3625007.3627504"},{"issue":"1","key":"18_CR7","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1109\/TNN.2008.2005605","volume":"20","author":"F Scarselli","year":"2009","unstructured":"Scarselli, F., Gori, M., Tsoi, A.C., Hagenbuchner, M., Monfardini, G.: The graph neural network model. IEEE Trans. Neural Netw. 20(1), 61\u201380 (2009)","journal-title":"IEEE Trans. Neural Netw."},{"key":"18_CR8","unstructured":"Bruna, J., Zaremba, W., Szlam, A., LeCun, Y.: Spectral networks and locally connected networks on graphs. In: Proceedings of International Conference on Learning Representations, pp. 1-14 (2014)"},{"issue":"1","key":"18_CR9","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1109\/LCA.2020.2970395","volume":"19","author":"M Yan","year":"2020","unstructured":"Yan, M., et al.: Characterizing and understanding GCNs on GPU. IEEE Comput. Archit. Lett. 19(1), 22\u201325 (2020)","journal-title":"IEEE Comput. Archit. Lett."},{"key":"18_CR10","unstructured":"Zeng, H., Zhou, H., Srivastava, A., Kannan, R., Prasanna, V.: Graphsaint: Graph sampling based inductive learning method, arXiv preprint arXiv:1907.04931 (2019)"},{"key":"18_CR11","doi-asserted-by":"crossref","unstructured":"Lee, S.H., Kim, P.-J., Jeong, H.: Statistical properties of sampled networks. Phys. Rev. E 73, 016102 (2006)","DOI":"10.1103\/PhysRevE.73.016102"},{"key":"18_CR12","doi-asserted-by":"crossref","unstructured":"Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. J. Am. Soc. Inform. Sci. Technol. 58(7), 1019\u20131031 (2007). https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/asi.20591","DOI":"10.1002\/asi.20591"},{"key":"18_CR13","doi-asserted-by":"publisher","unstructured":"Yang, Z., Ding, M., Zhou, C., Yang, H., Zhou, J., Tang, J.: Understanding negative sampling in graph representation learning. In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, KDD 2020. Association for Computing Machinery, New York (2020), pp. 1666\u20131676. https:\/\/doi.org\/10.1145\/3394486.3403218","DOI":"10.1145\/3394486.3403218"},{"issue":"1","key":"18_CR14","doi-asserted-by":"publisher","first-page":"6905","DOI":"10.1038\/s41598-023-34055-5","volume":"13","author":"EA Yilmaz","year":"2023","unstructured":"Yilmaz, E.A., Balcisoy, S., Bozkaya, B.: A link prediction-based recommendation system using transactional data. Sci. Rep. 13(1), 6905 (2023)","journal-title":"Sci. Rep."},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"McPherson, M., Smith-Lovin, L., Cook, J.M.: Birds of a feather: homophily in social networks. Annual Rev. Sociol. 27, 415\u2013444 (2001). http:\/\/www.jstor.org\/stable\/2678628","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Horvitz, E.: Planetary-scale views on an instant-messaging network (2008)","DOI":"10.1145\/1367497.1367620"},{"issue":"4","key":"18_CR17","first-page":"7","volume":"175","author":"K Potdar","year":"2017","unstructured":"Potdar, K., Pardawala, T.S., Pai, C.D.: A comparative study of categorical variable encoding techniques for neural network classifiers. Inter. J. Comput. Appli. 175(4), 7\u20139 (2017)","journal-title":"Inter. J. Comput. Appli."},{"key":"18_CR18","unstructured":"Morris, C., et al.: Weisfeiler and leman go neural: Higher-order graph neural networks (2021)"},{"key":"18_CR19","unstructured":"Fey, M., Lenssen, J.E.: Fast graph representation learning with pytorch geometri, arXiv preprint arXiv:1903.02428 (2019)"}],"container-title":["Lecture Notes in Computer Science","Social Networks Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78541-2_18","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,23]],"date-time":"2025-01-23T20:59:00Z","timestamp":1737665940000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78541-2_18"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031785405","9783031785412"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78541-2_18","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"24 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ASONAM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advances in Social Networks Analysis and Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rende","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"asonam-12024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/asonam.cpsc.ucalgary.ca\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}