{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T11:06:16Z","timestamp":1743073576452,"version":"3.40.3"},"publisher-location":"Cham","reference-count":38,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030653460"},{"type":"electronic","value":"9783030653477"}],"license":[{"start":{"date-parts":[[2020,12,20]],"date-time":"2020-12-20T00:00:00Z","timestamp":1608422400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,12,20]],"date-time":"2020-12-20T00:00:00Z","timestamp":1608422400000},"content-version":"vor","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":[[2021]]},"DOI":"10.1007\/978-3-030-65347-7_6","type":"book-chapter","created":{"date-parts":[[2020,12,19]],"date-time":"2020-12-19T07:03:42Z","timestamp":1608361422000},"page":"62-74","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Closure Coefficient in Complex Directed Networks"],"prefix":"10.1007","author":[{"given":"Mingshan","family":"Jia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bogdan","family":"Gabrys","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Katarzyna","family":"Musial","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,12,20]]},"reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1137\/S003614450342480","volume":"45","author":"ME Newman","year":"2003","unstructured":"Newman, M.E.: The structure and function of complex networks. SIAM Rev. 45, 167\u2013256 (2003)","journal-title":"SIAM Rev."},{"key":"6_CR2","volume-title":"Network Science","author":"A-L Barab\u00e1si","year":"2016","unstructured":"Barab\u00e1si, A.-L., et al.: Network Science. Cambridge University Press, Cambridge (2016)"},{"key":"6_CR3","doi-asserted-by":"publisher","first-page":"824","DOI":"10.1126\/science.298.5594.824","volume":"298","author":"R Milo","year":"2002","unstructured":"Milo, R., Shen-Orr, S., Itzkovitz, S., Kashtan, N., Chklovskii, D., Alon, U.: Network motifs: simple building blocks of complex networks. Science 298, 824\u2013827 (2002)","journal-title":"Science"},{"key":"6_CR4","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1038\/nature03607","volume":"435","author":"G Palla","year":"2005","unstructured":"Palla, G., Der\u00e9nyi, I., Farkas, I., Vicsek, T.: Uncovering the overlapping community structure of complex networks in nature and society. Nature 435, 814\u2013818 (2005)","journal-title":"Nature"},{"key":"6_CR5","doi-asserted-by":"publisher","first-page":"i480","DOI":"10.1093\/bioinformatics\/bts376","volume":"28","author":"RW Solava","year":"2012","unstructured":"Solava, R.W., Michaels, R.P., Milenkovi\u0107, T.: Graphlet-based edge clustering reveals pathogen-interacting proteins. Bioinformatics 28, i480\u2013i486 (2012)","journal-title":"Bioinformatics"},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"Noble, C.C., Cook, D.J.: Graph-based anomaly detection. In: KDD (2003)","DOI":"10.1145\/956750.956831"},{"key":"6_CR7","unstructured":"LaFond, T., Neville, J., Gallagher, B.: Anomaly detection in networks with changing trends. In: ODD$$^2$$ Workshop (2014)"},{"key":"6_CR8","doi-asserted-by":"crossref","unstructured":"Henderson, K., Gallagher, B., Eliassi-Rad, T., Tong, H., Basu, S., Akoglu, L., Koutra, D., Faloutsos, C., Li, L.: RolX: structural role extraction & mining in large graphs. In: KDD (2012)","DOI":"10.2172\/1111134"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"Musial, K., Juszczyszyn, K.: Motif-based analysis of social position influence on interconnection patterns in complex social network. In: ACIIDS. IEEE (2009)","DOI":"10.1109\/ACIIDS.2009.76"},{"issue":"1","key":"6_CR10","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/s13278-014-0157-9","volume":"4","author":"D Schall","year":"2014","unstructured":"Schall, D.: Link prediction in directed social networks. Soc. Netw. Anal. Min. 4(1), 157 (2014)","journal-title":"Soc. Netw. Anal. Min."},{"key":"6_CR11","unstructured":"Juszczyszyn, K., Kazienko, P., Musia\u0142, K.: Local topology of social network based on motif analysis. In: KES. Springer (2008)"},{"key":"6_CR12","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1007\/BF02476440","volume":"15","author":"A Rapoport","year":"1953","unstructured":"Rapoport, A.: Spread of information through a population with socio-structural bias: I. Assumption of transitivity. Bull. Math. Biophys. 15, 523\u2013533 (1953)","journal-title":"Bull. Math. Biophys."},{"key":"6_CR13","doi-asserted-by":"publisher","first-page":"037101","DOI":"10.1103\/PhysRevE.80.037101","volume":"80","author":"Z-X Wu","year":"2009","unstructured":"Wu, Z.-X., Holme, P.: Modeling scientific-citation patterns and other triangle-rich acyclic networks. Phys. Rev. E 80, 037101 (2009)","journal-title":"Phys. Rev. E"},{"key":"6_CR14","unstructured":"Josang, A., Hayward, R.F., Pope, S.: Trust network analysis with subjective logic (2006)"},{"key":"6_CR15","doi-asserted-by":"crossref","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\u2019 networks. Nature 393, 440\u2013442 (1998)","journal-title":"Nature"},{"key":"6_CR16","doi-asserted-by":"publisher","first-page":"065103","DOI":"10.1103\/PhysRevE.71.065103","volume":"71","author":"J-P Onnela","year":"2005","unstructured":"Onnela, J.-P., Saram\u00e4ki, J., Kert\u00e9sz, J., Kaski, K.: Intensity and coherence of motifs in weighted complex networks. Phys. Rev. E 71, 065103 (2005)","journal-title":"Phys. Rev. E"},{"key":"6_CR17","doi-asserted-by":"crossref","unstructured":"Zhang, B., Horvath, S.: A general framework for weighted gene co-expression network analysis. Stat. Appl. Genet. Mol. Biol. (2005)","DOI":"10.2202\/1544-6115.1128"},{"key":"6_CR18","doi-asserted-by":"publisher","first-page":"026107","DOI":"10.1103\/PhysRevE.76.026107","volume":"76","author":"G Fagiolo","year":"2007","unstructured":"Fagiolo, G.: Clustering in complex directed networks. Phys. Rev. E 76, 026107 (2007)","journal-title":"Phys. Rev. E"},{"key":"6_CR19","doi-asserted-by":"crossref","unstructured":"Kunegis, J., Lommatzsch, A., Bauckhage, C.: The slashdot zoo: mining a social network with negative edges. In: WWW (2009)","DOI":"10.1145\/1526709.1526809"},{"key":"6_CR20","first-page":"1070","volume":"9","author":"J Wang","year":"2011","unstructured":"Wang, J., Li, M., Wang, H., Pan, Y.: Identification of essential proteins based on edge clustering coefficient. TCBB 9, 1070\u20131080 (2011)","journal-title":"TCBB"},{"key":"6_CR21","doi-asserted-by":"crossref","unstructured":"Yin, H., Benson, A.R., Leskovec, J.: The local closure coefficient: a new perspective on network clustering. In: WSDM (2019)","DOI":"10.1145\/3289600.3290991"},{"key":"6_CR22","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/S0378-8733(01)00042-9","volume":"23","author":"J Moody","year":"2001","unstructured":"Moody, J.: Peer influence groups: identifying dense clusters in large networks. Soc. Netw. 23, 261\u2013283 (2001)","journal-title":"Soc. Netw."},{"key":"6_CR23","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1140\/epjds5","volume":"1","author":"T Hogg","year":"2012","unstructured":"Hogg, T., Lerman, K.: Social dynamics of Digg. EPJ Data Sci. 1, 5 (2012)","journal-title":"EPJ Data Sci."},{"key":"6_CR24","doi-asserted-by":"crossref","unstructured":"Kumar, S., Hooi, B., Makhija, D., Kumar, M., Faloutsos, C., Subrahmanian, V.: REV2: fraudulent user prediction in rating platforms. In: WSDM. ACM (2018)","DOI":"10.1145\/3159652.3159729"},{"key":"6_CR25","unstructured":"Massa, P., Avesani, P.: Controversial users demand local trust metrics: an experimental study on Epinions.com community. In: AAAI (2005)"},{"key":"6_CR26","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Huttenlocher, D., Kleinberg, J.: Predicting positive and negative links in online social networks. In: WWW (2010)","DOI":"10.1145\/1772690.1772756"},{"key":"6_CR27","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1002\/asi.21015","volume":"60","author":"P Panzarasa","year":"2009","unstructured":"Panzarasa, P., Opsahl, T., Carley, K.M.: Patterns and dynamics of users\u2019 behavior and interaction: network analysis of an online community. J. Am. Soc. Inf. Sci. Technol. 60, 911\u2013932 (2009)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"6_CR28","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1145\/1217299.1217301","volume":"1","author":"J Leskovec","year":"2007","unstructured":"Leskovec, J., Kleinberg, J., Faloutsos, C.: Graph evolution: densification and shrinking diameters. ACM Trans. Knowl. Discov. Data (TKDD) 1, 2 (2007)","journal-title":"ACM Trans. Knowl. Discov. Data (TKDD)"},{"key":"6_CR29","doi-asserted-by":"crossref","unstructured":"Hall, B.H., Adam, B.: 13 the NBER patent-citations data file: lessons, insights, and methodological tools. Patents, citations, and innovations: A window on the knowledge economy (2002)","DOI":"10.3386\/w8498"},{"key":"6_CR30","doi-asserted-by":"crossref","unstructured":"Paranjape, A., Benson, A.R., Leskovec, J.: Motifs in temporal networks. In: WSDM (2017)","DOI":"10.1145\/3018661.3018731"},{"key":"6_CR31","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/1232722.1232727","volume":"1","author":"J Leskovec","year":"2007","unstructured":"Leskovec, J., Adamic, L.A., Huberman, B.A.: The dynamics of viral marketing. ACM Trans. Web (TWEB) 1, 5 (2007)","journal-title":"ACM Trans. Web (TWEB)"},{"key":"6_CR32","doi-asserted-by":"crossref","unstructured":"Leskovec, J., Lang, K.J., Dasgupta, A., Mahoney, M.W.: Statistical properties of community structure in large social and information networks. In: WWW (2008)","DOI":"10.1145\/1367497.1367591"},{"key":"6_CR33","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1002\/asi.20591","volume":"58","author":"D Liben-Nowell","year":"2007","unstructured":"Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. J. Am. Soc. Inf. Sci. Technol. 58, 1019\u20131031 (2007)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"6_CR34","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1016\/S0378-8733(03)00009-1","volume":"25","author":"LA Adamic","year":"2003","unstructured":"Adamic, L.A., Adar, E.: Friends and neighbors on the web. Soc. Netw. 25, 211\u2013230 (2003)","journal-title":"Soc. Netw."},{"key":"6_CR35","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1140\/epjb\/e2009-00335-8","volume":"71","author":"T Zhou","year":"2009","unstructured":"Zhou, T., L\u00fc, L., Zhang, Y.-C.: Predicting missing links via local information. Eur. Phys. J. B 71, 623\u2013630 (2009)","journal-title":"Eur. Phys. J. B"},{"key":"6_CR36","doi-asserted-by":"crossref","unstructured":"Perozzi, B., Al-Rfou, R., Skiena, S.: DeepWalk: online learning of social representations. In: KDD (2014)","DOI":"10.1145\/2623330.2623732"},{"key":"6_CR37","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3323163","volume":"19","author":"PD Meo","year":"2019","unstructured":"Meo, P.D.: Trust prediction via matrix factorisation. ACM Trans. Internet Technol. (TOIT) 19, 1\u201320 (2019)","journal-title":"ACM Trans. Internet Technol. (TOIT)"},{"key":"6_CR38","doi-asserted-by":"publisher","first-page":"507386","DOI":"10.1155\/2015\/507386","volume":"11","author":"X Zhang","year":"2015","unstructured":"Zhang, X., Zhao, C., Wang, X., Yi, D.: Identifying missing and spurious interactions in directed networks. Int. J. Distrib. Sens. Netw. 11, 507386 (2015)","journal-title":"Int. J. Distrib. Sens. Netw."}],"container-title":["Studies in Computational Intelligence","Complex Networks &amp; Their Applications IX"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-65347-7_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,19]],"date-time":"2020-12-19T07:06:02Z","timestamp":1608361562000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-65347-7_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,20]]},"ISBN":["9783030653460","9783030653477"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-65347-7_6","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2020,12,20]]},"assertion":[{"value":"20 December 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMPLEX NETWORKS 2020","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and Their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Madrid","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","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":"1 December 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 December 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}