{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T23:18:11Z","timestamp":1742944691311,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030295509"},{"type":"electronic","value":"9783030295516"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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":[[2019]]},"DOI":"10.1007\/978-3-030-29551-6_15","type":"book-chapter","created":{"date-parts":[[2019,8,20]],"date-time":"2019-08-20T16:04:02Z","timestamp":1566317042000},"page":"168-175","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Simple and Effective Community Detection Method Combining Network Topology with Node Attributes"],"prefix":"10.1007","author":[{"given":"Dongxiao","family":"He","sequence":"first","affiliation":[]},{"given":"Yue","family":"Song","sequence":"additional","affiliation":[]},{"given":"Di","family":"Jin","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,21]]},"reference":[{"key":"15_CR1","first-page":"1","volume":"P10008","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 E P10008, 1\u201312 (2008)","journal-title":"J. Stat. Mech-Theory E"},{"issue":"4","key":"15_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3091106","volume":"50","author":"Tanmoy Chakraborty","year":"2017","unstructured":"Chakraborty, T., Dalmia, A., Mukherjee, A., Ganguly, N.: Metrics for community analysis: a survey. ACM Comput. Surv. 50(4), 54:1\u201354:37 (2017)","journal-title":"ACM Computing Surveys"},{"key":"15_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/978-3-319-24465-5_16","volume-title":"Advances in Intelligent Data Analysis XIV","author":"D Combe","year":"2015","unstructured":"Combe, D., Largeron, C., G\u00e9ry, M., Egyed-Zsigmond, E.: I-Louvain: an attributed graph clustering method. In: Fromont, E., De Bie, T., van Leeuwen, M. (eds.) IDA 2015. LNCS, vol. 9385, pp. 181\u2013192. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-24465-5_16"},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Falih, I., Grozavu, N., Kanawati, R., Bennani, Y.: Anca : Attributed network clustering algorithm. In: Complex Networks, pp. 241\u2013252 (2018)","DOI":"10.1007\/978-3-319-72150-7_20"},{"key":"15_CR5","doi-asserted-by":"crossref","unstructured":"Falih, I., Grozavu, N., Kanawati, R., Bennani, Y.: Community detection in attributed network. In: Proceedings of the WWW, pp. 1299\u20131306 (2018)","DOI":"10.1145\/3184558.3191570"},{"key":"15_CR6","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.: Community detection in graphs. Phys. Rep. 486, 75\u2013174 (2010)","journal-title":"Phys. Rep."},{"key":"15_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.physrep.2016.09.002","volume":"659","author":"S Fortunato","year":"2016","unstructured":"Fortunato, S., Hric, D.: Community detection in networks: a user guide. Phys. Rep. 659, 1\u201344 (2016)","journal-title":"Phys. Rep."},{"issue":"12","key":"15_CR8","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.J.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. 99(12), 7821\u20137826 (2002)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"He, D., Feng, Z., Jin, D., Wang, X., Zhang, W.: Joint identification of network communities and semantics via integrative modeling of network topologies and node contents. In: Proceedings of the AAAI, pp. 116\u2013124 (2017)","DOI":"10.1609\/aaai.v31i1.10489"},{"key":"15_CR10","doi-asserted-by":"crossref","unstructured":"He, D., You, X., Feng, Z., Jin, D., Yang, X., Zhang, W.: A network-specific Markov random field approach to community detection. In: Proceedings of the AAAI, pp. 306\u2013313 (2018)","DOI":"10.1609\/aaai.v32i1.11281"},{"issue":"6","key":"15_CR11","doi-asserted-by":"publisher","first-page":"e98679","DOI":"10.1371\/journal.pone.0098679","volume":"9","author":"M Jacomy","year":"2014","unstructured":"Jacomy, M., Venturini, T., Heymann, S., Bastian, M.: Forceatlas2, a continuous graph layout algorithm for handy network visualization designed for the gephi software. PLoS One 9(6), e98679 (2014)","journal-title":"PLoS One"},{"key":"15_CR12","doi-asserted-by":"crossref","unstructured":"Jin, D., Wang, H., Dang, J., He, D., Zhang, W.: Detect overlapping communities via ranking node popularities. In: Proceedings of the AAAI, pp. 172\u2013178 (2016)","DOI":"10.1609\/aaai.v30i1.9981"},{"key":"15_CR13","doi-asserted-by":"publisher","first-page":"016107","DOI":"10.1103\/PhysRevE.83.016107","volume":"83","author":"B Karrer","year":"2011","unstructured":"Karrer, B., Newman, M.E.J.: Stochastic blockmodels and community structure in networks. Phys. Rev. E 83, 016107 (2011)","journal-title":"Phys. Rev. E"},{"key":"15_CR14","unstructured":"Leskovec, J.: Stanford network analysis project (2016). http:\/\/snap.standford.edu"},{"key":"15_CR15","doi-asserted-by":"publisher","first-page":"11","DOI":"10.4236\/sn.2016.51002","volume":"05","author":"N Muslim","year":"2016","unstructured":"Muslim, N.: A combination approach to community detection in social networks by utilizing structural and attribute data. Soc. Networking 05, 11\u201315 (2016)","journal-title":"Soc. Networking"},{"key":"15_CR16","doi-asserted-by":"publisher","first-page":"8577","DOI":"10.1073\/pnas.0601602103","volume":"103","author":"MEJ Newman","year":"2006","unstructured":"Newman, M.E.J.: Modularity and community structure in networks. Proc. Natl. Acad. Sci. 103, 8577\u20138582 (2006)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"15_CR17","doi-asserted-by":"publisher","first-page":"026113","DOI":"10.1103\/PhysRevE.69.026113","volume":"69","author":"MEJ Newman","year":"2004","unstructured":"Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113 (2004)","journal-title":"Phys. Rev. E"},{"key":"15_CR18","doi-asserted-by":"publisher","first-page":"026102","DOI":"10.1103\/PhysRevE.79.026102","volume":"79","author":"A Noack","year":"2009","unstructured":"Noack, A.: Modularity clustering is force-directed layout. Phys. Rev. E 79, 026102 (2009)","journal-title":"Phys. Rev. E"},{"key":"15_CR19","doi-asserted-by":"crossref","unstructured":"Wang, X., Jin, D., Cao, X., Yang, L., Zhang, W.: Semantic community identification in large attribute networks. In: Proceedings of the AAAI, pp. 265\u2013271 (2016)","DOI":"10.1609\/aaai.v30i1.9977"},{"key":"15_CR20","doi-asserted-by":"crossref","unstructured":"Yang, T., Jin, R., Chi, Y., Zhu, S.: Combining link and content for community detection: a discriminative approach. In: Proceedings of the ACM SIGKDD, pp. 927\u2013936 (2009)","DOI":"10.1145\/1557019.1557120"}],"container-title":["Lecture Notes in Computer Science","Knowledge Science, Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-29551-6_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,25]],"date-time":"2022-09-25T23:39:35Z","timestamp":1664149175000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-29551-6_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030295509","9783030295516"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-29551-6_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"21 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"KSEM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Knowledge Science, Engineering and Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Athens","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 August 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ksem2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ksem.conferences.academy\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"240","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":"77","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":"26","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":"32% - 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","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":"4","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}