{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T19:40:29Z","timestamp":1726083629075},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030474355"},{"type":"electronic","value":"9783030474362"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-47436-2_40","type":"book-chapter","created":{"date-parts":[[2020,5,8]],"date-time":"2020-05-08T07:02:47Z","timestamp":1588921367000},"page":"529-541","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Node Conductance: A Scalable Node Centrality Measure on Big Networks"],"prefix":"10.1007","author":[{"given":"Tianshu","family":"Lyu","sequence":"first","affiliation":[]},{"given":"Fei","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,5,6]]},"reference":[{"issue":"6749","key":"40_CR1","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1038\/43601","volume":"401","author":"R Albert","year":"1999","unstructured":"Albert, R., Jeong, H., Barabasi, A.L.: Internet: diameter of the world-wide web. Nature 401(6749), 130\u2013131 (1999)","journal-title":"Nature"},{"key":"40_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1007\/978-3-540-77004-6_10","volume-title":"Algorithms and Models for the Web-Graph","author":"DA Bader","year":"2007","unstructured":"Bader, D.A., Kintali, S., Madduri, K., Mihail, M.: Approximating betweenness centrality. In: Bonato, A., Chung, F.R.K. (eds.) WAW 2007. LNCS, vol. 4863, pp. 124\u2013137. Springer, Heidelberg (2007). \nhttps:\/\/doi.org\/10.1007\/978-3-540-77004-6_10"},{"issue":"5439","key":"40_CR3","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1126\/science.286.5439.509","volume":"286","author":"AL Barab\u00e1si","year":"1999","unstructured":"Barab\u00e1si, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509\u2013512 (1999)","journal-title":"Science"},{"issue":"1","key":"40_CR4","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1080\/0022250X.1972.9989806","volume":"2","author":"P Bonacich","year":"1972","unstructured":"Bonacich, P.: Factoring and weighting approaches to status scores and clique identification. J. Math. Soc. 2(1), 113\u2013120 (1972)","journal-title":"J. Math. Soc."},{"issue":"1","key":"40_CR5","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.socnet.2004.11.008","volume":"27","author":"SP Borgatti","year":"2005","unstructured":"Borgatti, S.P.: Centrality and network flow. Soc. Netw. 27(1), 55\u201371 (2005)","journal-title":"Soc. Netw."},{"issue":"07","key":"40_CR6","doi-asserted-by":"publisher","first-page":"2303","DOI":"10.1142\/S0218127407018403","volume":"17","author":"U Brandes","year":"2007","unstructured":"Brandes, U., Pich, C.: Centrality estimation in large networks. Int. J. Bifurcat. Chaos 17(07), 2303\u20132318 (2007)","journal-title":"Int. J. Bifurcat. Chaos"},{"issue":"5","key":"40_CR7","doi-asserted-by":"publisher","first-page":"056103","DOI":"10.1103\/PhysRevE.71.056103","volume":"71","author":"E Estrada","year":"2005","unstructured":"Estrada, E., Rodrigue-Velaquez, J.A.: Subgraph centrality in complex networks. Phys. Rev. E 71(5), 056103 (2005)","journal-title":"Phys. Rev. E"},{"issue":"1","key":"40_CR8","doi-asserted-by":"publisher","first-page":"35","DOI":"10.2307\/3033543","volume":"40","author":"LC Freeman","year":"1977","unstructured":"Freeman, L.C.: A set of measures of centrality based on betweenness. Sociometry 40(1), 35\u201341 (1977)","journal-title":"Sociometry"},{"issue":"3","key":"40_CR9","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/0378-8733(78)90021-7","volume":"1","author":"LC Freeman","year":"1978","unstructured":"Freeman, L.C.: Centrality in social networks conceptual clarification. Soc. Netw. 1(3), 215\u2013239 (1978)","journal-title":"Soc. Netw."},{"key":"40_CR10","doi-asserted-by":"crossref","unstructured":"Grover, A., Leskovec, J.: node2vec: scalable feature learning for networks. In: Proceedings of KDD, pp. 855\u2013864 (2016)","DOI":"10.1145\/2939672.2939754"},{"issue":"11","key":"40_CR11","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1038\/nphys1746","volume":"6","author":"M Kitsak","year":"2010","unstructured":"Kitsak, M., Gallos, L.K., Havlin, S., Liljeros, F., Muchnik, L., Stanley, H.E., Makse, H.A.: Identification of influential spreaders in complex networks. Nat. Phys. 6(11), 888 (2010)","journal-title":"Nat. Phys."},{"key":"40_CR12","unstructured":"Levy, O., Goldberg, Y.: Neural word embedding as implicit matrix factorization. In: Proceedings of NIPS, pp. 2177\u20132185 (2014)"},{"key":"40_CR13","doi-asserted-by":"crossref","unstructured":"Levy, O., Goldberg, Y., Dagan, I.: Improving distributional similarity with lessons learned from word embeddings. In: Proceedings of ACL, pp. 211\u2013225 (2015)","DOI":"10.1162\/tacl_a_00134"},{"key":"40_CR14","unstructured":"Li, Y., Xu, L., Tian, F., Jiang, L., Zhong, X., Chen, E.: Word embedding revisited: a new representation learning and explicit matrix factorization perspective. In: Proceedings of IJCAI, pp. 3650\u20133656 (2015)"},{"key":"40_CR15","doi-asserted-by":"crossref","unstructured":"Lyu, T., Zhang, Y., Zhang, Y.: Enhancing the network embedding quality with structural similarity. In: Proceedings of CIKM, pp. 147\u2013156 (2017)","DOI":"10.1145\/3132847.3132900"},{"key":"40_CR16","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. In: Proceedings of NIPS, pp. 3111\u20133119 (2013)"},{"key":"40_CR17","doi-asserted-by":"crossref","unstructured":"Mislove, A., Koppula, H.S., Gummadi, K.P., Druschel, P., Bhattacharjee, B.: Growth of the flickr social network. In: Proceedings of WOSN, pp. 25\u201330 (2008)","DOI":"10.1145\/1397735.1397742"},{"key":"40_CR18","doi-asserted-by":"crossref","unstructured":"Nalisnick, E., Mitra, B., Craswell, N., Caruana, R.: Improving document ranking with dual word embeddings. In: Proceedings of WWW, pp. 83\u201384 (2016)","DOI":"10.1145\/2872518.2889361"},{"issue":"1","key":"40_CR19","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.socnet.2004.11.009","volume":"27","author":"ME Newman","year":"2005","unstructured":"Newman, M.E.: A measure of betweenness centrality based on random walks. Soc. Netw. 27(1), 39\u201354 (2005)","journal-title":"Soc. Netw."},{"key":"40_CR20","unstructured":"Page, L.: The pagerank citation ranking: bringing order to the web. Stanford Digital Libraries Working Paper (1998)"},{"key":"40_CR21","doi-asserted-by":"crossref","unstructured":"Perozzi, B., Al-Rfou, R., Skiena, S.: Deepwalk: online learning of social representations. In: Proceedings of KDD, pp. 701\u2013710 (2014)","DOI":"10.1145\/2623330.2623732"},{"issue":"6684","key":"40_CR22","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 a small-world networks. Nature 393(6684), 440\u2013442 (1998)","journal-title":"Nature"},{"issue":"1","key":"40_CR23","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/S0022-5193(03)00071-7","volume":"223","author":"S Wuchty","year":"2003","unstructured":"Wuchty, S., Stadler, P.F.: Centers of complex networks. J. Theor. Biol. 223(1), 45\u201353 (2003)","journal-title":"J. Theor. Biol."}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-47436-2_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,8]],"date-time":"2020-05-08T08:08:43Z","timestamp":1588925323000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-47436-2_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030474355","9783030474362"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-47436-2_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"6 May 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific-Asia Conference on Knowledge Discovery and Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Singapore","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Singapore","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 May 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"24","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pakdd2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.pakdd2020.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"CMT System","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"628","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"135","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"21% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3-4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"6-8","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was held virtually due to the COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}