{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T18:31:35Z","timestamp":1781634695131,"version":"3.54.5"},"reference-count":64,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,8,13]],"date-time":"2018-08-13T00:00:00Z","timestamp":1534118400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["ICT-35-RIA"],"award-info":[{"award-number":["ICT-35-RIA"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Appl Netw Sci"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1007\/s41109-018-0082-3","type":"journal-article","created":{"date-parts":[[2018,8,13]],"date-time":"2018-08-13T06:12:55Z","timestamp":1534140775000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Foundations of Temporal Text Networks"],"prefix":"10.1007","volume":"3","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8795-1957","authenticated-orcid":false,"given":"Davide","family":"Vega","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matteo","family":"Magnani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2018,8,13]]},"reference":[{"issue":"2","key":"82_CR1","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1145\/1328964.1328968","volume":"41","author":"O Alonso","year":"2007","unstructured":"Alonso, O, Gertz M, Baeza-Yates R (2007) On the value of temporal information in information retrieval. SIGIR Forum 41(2):35\u201341. \n                    https:\/\/doi.org\/10.1145\/1328964.1328968\n                    \n                  .","journal-title":"SIGIR Forum"},{"key":"82_CR2","volume-title":"Modern Information Retrieval","author":"RA Baeza-Yates","year":"1999","unstructured":"Baeza-Yates, RA, Ribeiro-Neto B (1999) Modern Information Retrieval. Addison-Wesley Longman Publishing Co., Inc., Boston."},{"issue":"5439","key":"82_CR3","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1126\/science.286.5439.509","volume":"286","author":"A-L Barabasi","year":"1999","unstructured":"Barabasi, A-L, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509\u2013512. \n                    https:\/\/doi.org\/10.1126\/science.286.5439.509\n                    \n                  .","journal-title":"Science"},{"key":"82_CR4","unstructured":"Batagelj, VEfficient algorithms for citation network analysis. CoRR cs.DL\/0309023. http:\/\/arxiv.org\/abs\/cs.DL\/0309023."},{"issue":"1","key":"82_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13278-016-0330-4","volume":"6","author":"V Batagelj","year":"2016","unstructured":"Batagelj, V, Praprotnik S (2016) An algebraic approach to temporal network analysis based on temporal quantities. Soc Netw Anal Min 6(1):1\u201328. \n                    https:\/\/doi.org\/10.1007\/s13278-016-0330-4\n                    \n                  .","journal-title":"Soc Netw Anal Min"},{"key":"82_CR6","first-page":"993\u20141022","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, DM, Ng AY, Jordan MI (2003) Latent dirichlet allocation. J Mach Learn Res 3:993\u20141022.","journal-title":"J Mach Learn Res"},{"issue":"3","key":"82_CR7","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1017\/nws.2015.9","volume":"3","author":"C Bothorel","year":"2015","unstructured":"Bothorel, C, Cruz JD, Magnani M, Micenkova B (2015) Clustering attributed graphs: models, measures and methods. Netw Sci 3(3):408\u2013444.","journal-title":"Netw Sci"},{"key":"82_CR8","doi-asserted-by":"publisher","unstructured":"Brucato, M, Montesi D (2014) Metric spaces for temporal information retrieval In: European Conference on Information Retrieval, Vol. 8416 of LNCS, 385\u2013397.. Springer Berlin Heidelberg. \n                    https:\/\/doi.org\/10.1007\/978-3-319-06028-6_32\n                    \n                  .","DOI":"10.1007\/978-3-319-06028-6_32"},{"key":"82_CR9","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1145\/1557019.1557044","volume-title":"Proc. of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD \u201909","author":"J Chang","year":"2009","unstructured":"Chang, J, Boyd-Graber J, Blei DM (2009) Connections between the lines: Augmenting social networks with text In: Proc. of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD \u201909, 169\u2013178.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/1557019.1557044\n                    \n                  ."},{"key":"82_CR10","unstructured":"Chang, J, Blei DM (2009) Relati onal topic models for document networks. In: Dyk DAV Welling M (eds)AISTATS, Vol. 5 of JMLR Proceedings, 81\u201388.. JMLR.org. \n                    http:\/\/dblp.uni-trier.de\/db\/journals\/jmlr\/jmlrp5.html#ChangB09\n                    \n                  . Accessed 21 May 2018."},{"key":"82_CR11","doi-asserted-by":"publisher","first-page":"671","DOI":"10.1145\/2872427.2882993","volume-title":"Proc. of the 25th international conference on world wide web","author":"J Cheng","year":"2016","unstructured":"Cheng, J, Adamic LA, Kleinberg JM, Leskovec J (2016) Do cascades recur? In: Proc. of the 25th international conference on world wide web, 671\u2013681.. International WWW Conferences Steering Committee, Republic and Canton of Geneva."},{"key":"82_CR12","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139941907","volume-title":"Multilayer Social Networks","author":"ME Dickison","year":"2016","unstructured":"Dickison, ME, Magnani M, Rossi L (2016) Multilayer Social Networks. Cambridge University Press, Cambridge."},{"key":"82_CR13","first-page":"81","volume-title":"Causal Mapping for Research in Information Technology","author":"J Diesner","year":"2004","unstructured":"Diesner, J, Carley KM (2004) Revealing social structure from texts: Meta-matrix text analysis as a novel method for network text analysis In: Causal Mapping for Research in Information Technology, 81\u2013108.. IGI Global, Hershey."},{"issue":"2","key":"82_CR14","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1007\/s10902-009-9150-9","volume":"11","author":"PS Dodds","year":"2010","unstructured":"Dodds, PS, Danforth CM (2010) Measuring the happiness of large-scale written expression: Songs, blogs, and presidents. J Happiness Stud 11(2):441\u2013456. \n                    https:\/\/doi.org\/10.1007\/s10902-009-9150-9\n                    \n                  .","journal-title":"J Happiness Stud"},{"key":"82_CR15","doi-asserted-by":"publisher","first-page":"3099","DOI":"10.1038\/srep03099","volume":"3","author":"L Gauvin","year":"2013","unstructured":"Gauvin, L, Panisson A, Cattuto C, Barrat A (2013) Activity clocks: spreading dynamics on temporal networks of human contact. Sci Rep 3:3099. \n                    https:\/\/doi.org\/10.1038\/srep03099\n                    \n                  .","journal-title":"Sci Rep"},{"key":"82_CR16","doi-asserted-by":"publisher","first-page":"1019","DOI":"10.1145\/1835804.1835933","volume-title":"Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD \u201910","author":"M Gomez Rodriguez","year":"2010","unstructured":"Gomez Rodriguez, M, Leskovec J, Krause A (2010) Inferring networks of diffusion and influence In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD \u201910, 1019\u20131028.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/1835804.1835933\n                    \n                  ."},{"key":"82_CR17","unstructured":"Goyal, P, Ferrara EGraph embedding techniques, applications, and performance: A survey. CoRR abs\/1705.02801. http:\/\/arxiv.org\/abs\/1705.02801. Submission Date: 12 Dec 2017."},{"key":"82_CR18","first-page":"259\u2014271","volume":"5","author":"T Gross","year":"2008","unstructured":"Gross, T, Blasius B (2008) Adaptive coevolutionary networks: a review. J R Soc Interface 5:259\u2014271.","journal-title":"J R Soc Interface"},{"key":"82_CR19","unstructured":"Hellsten, I, Leydesdorff LAutomated analysis of topic-actor networks on twitter: New approach to the analysis of socio-semantic networks. CoRR abs\/1711.08387. http:\/\/arxiv.org\/abs\/1711.08387. Submission Date: 22 Nov 2017."},{"issue":"3","key":"82_CR20","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1016\/j.physrep.2012.03.001","volume":"519","author":"P Holme","year":"2012","unstructured":"Holme, P, Saram\u00e4ki J (2012) Temporal networks. Phys Rep 519(3):97\u2013125. \n                    https:\/\/doi.org\/10.1016\/j.physrep.2012.03.001\n                    \n                  .","journal-title":"Phys Rep"},{"key":"82_CR21","doi-asserted-by":"publisher","first-page":"731","DOI":"10.1145\/3018661.3018667","volume-title":"Proc. of the 10th ACM International Conference on Web Search and Data Mining, WSDM \u201917","author":"X Huang","year":"2017","unstructured":"Huang, X, Li J, Hu X (2017) Label informed attributed network embedding In: Proc. of the 10th ACM International Conference on Web Search and Data Mining, WSDM \u201917, 731\u2013739.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/3018661.3018667\n                    \n                  ."},{"key":"82_CR22","unstructured":"Institute for Scientific Information, Garfield E, Sher IH, Torpie RJ (1964) The Use of Citation Data in Writing the History of Science. Institute for Scientific Information. \n                    https:\/\/books.google.se\/books?id=CsKXswEACAAJ\n                    \n                  ."},{"issue":"2","key":"82_CR23","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1561\/1500000043","volume":"9","author":"N Kanhabua","year":"2015","unstructured":"Kanhabua, N, Blanco R, N\u00f8rv\u00e5g K (2015) Temporal information retrieval. Found Trends Inf Retr 9(2):91\u2013208. \n                    https:\/\/doi.org\/10.1561\/1500000043\n                    \n                  .","journal-title":"Found Trends Inf Retr"},{"issue":"1","key":"82_CR24","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1007\/s13278-017-0428-3","volume":"7","author":"J Kim","year":"2017","unstructured":"Kim, J, Diesner J (2017) Over-time measurement of triadic closure in coauthorship networks. Soc Netw Anal Min 7(1):9. \n                    https:\/\/doi.org\/10.1007\/s13278-017-0428-3\n                    \n                  .","journal-title":"Soc Netw Anal Min"},{"issue":"1","key":"82_CR25","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1103\/PhysRevE.78.016103","volume":"78","author":"D Kimura","year":"2008","unstructured":"Kimura, D, Hayakawa Y, Delvenne J-C (2008) Coevolutionary networks with homophily and heterophily. Phys Rev E 78(1):161\u2013168. \n                    https:\/\/doi.org\/10.1103\/PhysRevE.78.016103\n                    \n                  .","journal-title":"Phys Rev E"},{"issue":"3","key":"82_CR26","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1093\/comnet\/cnu016","volume":"2","author":"M Kivel\u00e4","year":"2014","unstructured":"Kivel\u00e4, M, Arenas A, Barthelemy M, Gleeson JP, Moreno Y, Porter MA (2014) Multilayer Networks. J Complex Netw 2(3):203\u2013271. \n                    https:\/\/doi.org\/10.1093\/comnet\/cnu016\n                    \n                  .","journal-title":"J Complex Netw"},{"key":"82_CR27","doi-asserted-by":"publisher","first-page":"663","DOI":"10.1145\/508791.508919","volume-title":"Proc. of the 2002 ACM Symposium on Applied Computing, SAC \u201902","author":"E Kotsakis","year":"2002","unstructured":"Kotsakis, E (2002) Structured information retrieval in xml documents In: Proc. of the 2002 ACM Symposium on Applied Computing, SAC \u201902, 663\u2013667.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/508791.508919\n                    \n                  ."},{"key":"82_CR28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-26989-4_5","volume-title":"Analysis of Text-Enriched Heterogeneous Information Networks","author":"J Kralj","year":"2016","unstructured":"Kralj, J, Valmarska A, Gr\u010dar M, Robnik-\u0160ikonja M, Lavra\u010d N (2016) Analysis of Text-Enriched Heterogeneous Information Networks. Springer International Publishing, Cham. \n                    https:\/\/doi.org\/10.1007\/978-3-319-26989-4_5\n                    \n                  ."},{"key":"82_CR29","doi-asserted-by":"publisher","unstructured":"Lambiotte, R, Tabourier L, Delvenne J-C (2013) Burstiness and spreading on temporal networks. Eur Phys J B 86(320). \n                    https:\/\/doi.org\/10.1140\/epjb\/e2013-40456-9\n                    \n                  .","DOI":"10.1140\/epjb\/e2013-40456-9"},{"issue":"2","key":"82_CR30","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1093\/comnet\/cnu017","volume":"3","author":"R Lambiotte","year":"2015","unstructured":"Lambiotte, R, Salnikov V, Rosvall M (2015) Effect of memory on the dynamics of random walks on networks. J Complex Netw 3(2):177\u2013188. \n                    https:\/\/doi.org\/10.1093\/comnet\/cnu017\n                    \n                  .","journal-title":"J Complex Netw"},{"key":"82_CR31","first-page":"37","volume-title":"SIGKDD workshop on text mining","author":"V Lavrenko","year":"2000","unstructured":"Lavrenko, V, Schmill M, Lawrie D, Ogilvie P, Jensen D, Allan J (2000) Mining of concurrent text and time series In: SIGKDD workshop on text mining, 37\u201344.. ACM, New York."},{"key":"82_CR32","volume-title":"Preferential Attachment in Graphs with Affinities","year":"2015","unstructured":"Lee, J, Zaheer M, G\u00fcnnemann S, Smola A (2015) Preferential Attachment in Graphs with Affinities(Lebanon G, Vishwanathan SVN, eds.). PMLR, San Diego."},{"key":"82_CR33","doi-asserted-by":"publisher","unstructured":"Lentz, HHK, Selhorst T, Sokolov IM (2013) Unfolding accessibility provides a macroscopic approach to temporal networks. Phys Rev 110(11). \n                    https:\/\/doi.org\/10.1103\/PhysRevLett.110.118701\n                    \n                  .","DOI":"10.1103\/PhysRevLett.110.118701"},{"key":"82_CR34","doi-asserted-by":"publisher","unstructured":"Leskovec, J, Krause A, Guestrin C, Faloutsos C, VanBriesen J, Glance N (2007) Cost-effective outbreak detection in networks. International conference on Knowledge Discovery and Data Mining (KDD):420. \n                    https:\/\/doi.org\/10.1145\/1281192.1281239\n                    \n                  .","DOI":"10.1145\/1281192.1281239"},{"key":"82_CR35","doi-asserted-by":"publisher","unstructured":"Magnani, M, Rossi L (2013) Formation of multiple networks In: International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction, Vol. 7812 of LNCS, 257\u2013264.. Springer Berlin Heidelberg. \n                    https:\/\/doi.org\/10.1007\/978-3-642-37210-0\n                    \n                  .","DOI":"10.1007\/978-3-642-37210-0"},{"key":"82_CR36","volume-title":"Friendfeed breaking news: death of a public figure","author":"M Magnani","year":"2010","unstructured":"Magnani, M, Montesi D, Rossi L (2010) Friendfeed breaking news: death of a public figure. IEEE Computer Society, Los Alamitos."},{"issue":"3-4","key":"82_CR37","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1007\/s10791-012-9189-9","volume":"15","author":"D Montesi","year":"2012","unstructured":"Magnani, M, Montesi D, Rossi L (2012) Conversation retrieval for microblogging sites. Inf Retr 15(3-4):354\u2013372. \n                    https:\/\/doi.org\/10.1007\/s10791-012-9189-9\n                    \n                  .","journal-title":"Inf Retr"},{"issue":"suppl 1","key":"82_CR38","doi-asserted-by":"publisher","first-page":"5261","DOI":"10.1073\/pnas.0307554100","volume":"101","author":"F Menczer","year":"2004","unstructured":"Menczer, F (2004) Evolution of document networks. Proc Natl Acad Sci 101(suppl 1):5261\u20135265. \n                    http:\/\/arxiv.org\/abs\/http:\/\/www.pnas.org\/content\/101\/suppl_1\/5261.full.pdf\n                    \n                  , \n                    https:\/\/doi.org\/10.1073\/pnas.0307554100\n                    \n                  .","journal-title":"Proc Natl Acad Sci"},{"issue":"5980","key":"82_CR39","doi-asserted-by":"publisher","first-page":"876","DOI":"10.1126\/science.1184819","volume":"328","author":"PJ Mucha","year":"2010","unstructured":"Mucha, PJ, Richardson T, Macon K, Porter MA, Onnela J-P (2010) Community structure in time-dependent, multiscale, and multiplex networks. Science 328(5980):876\u2013878. \n                    https:\/\/doi.org\/10.1126\/science.1184819\n                    \n                  .","journal-title":"Science"},{"key":"82_CR40","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780199206650.001.0001","volume-title":"Networks: An Introduction","author":"MEJ Newman","year":"2010","unstructured":"Newman, MEJ (2010) Networks: An Introduction. Oxford University Press, Oxford."},{"key":"82_CR41","doi-asserted-by":"publisher","unstructured":"Nerghes, A, Lee JS, Groenewegen P, Hellsten I (2014) The shifting discourse of the european central bank: Exploring structural space in semantic networks In: 10th International Conference on Signal-Image Technology and Internet-Based Systems, 447\u2013455. \n                    https:\/\/doi.org\/10.1109\/SITIS.2014.13\n                    \n                  .","DOI":"10.1109\/SITIS.2014.13"},{"key":"82_CR42","volume-title":"Proc. of the Eleventh International Conference on Web and Social Media","author":"B O\u2019Connor","year":"2010","unstructured":"O\u2019Connor, B, Balasubramanyan R, Routledge BR, Smith NA (2010) From tweets to polls: Linking text sentiment to public opinion time series. In: Cohen WW Gosling S (eds)Proc. of the Eleventh International Conference on Web and Social Media.. The AAAI Press, Palo Alto."},{"key":"82_CR43","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1145\/3018661.3018731","volume-title":"Proc. of the 10th ACM International Conference on Web Search and Data Mining, WSDM \u201917","author":"A Paranjape","year":"2017","unstructured":"Paranjape, A, Benson AR, Leskovec J (2017) Motifs in temporal networks In: Proc. of the 10th ACM International Conference on Web Search and Data Mining, WSDM \u201917, 601\u2013610.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/3097983.3098145\n                    \n                  ."},{"issue":"1","key":"82_CR44","doi-asserted-by":"publisher","first-page":"582","DOI":"10.1038\/s41467-017-00148-9","volume":"8","author":"TP Peixoto","year":"2017","unstructured":"Peixoto, TP, Rosvall M (2017) Modelling sequences and temporal networks with dynamic community structures. Nat Commun 8(1):582\u2013594. \n                    https:\/\/doi.org\/10.1038\/s41467-017-00148-9\n                    \n                  .","journal-title":"Nat Commun"},{"key":"82_CR45","doi-asserted-by":"publisher","first-page":"1025","DOI":"10.1145\/2872518.2891065","volume-title":"Proc. of the 25th International Conference Companion on World Wide Web, WWW \u201916 Companion","author":"X Ren","year":"2016","unstructured":"Ren, X, El-Kishky A, Wang C, Han J (2016) Automatic entity recognition and typing in massive text corpora In: Proc. of the 25th International Conference Companion on World Wide Web, WWW \u201916 Companion, 1025\u20131028.. International WWW Conferences Steering Committee, Geneva. \n                    https:\/\/doi.org\/10.1145\/2872518.2891065\n                    \n                  ."},{"key":"82_CR46","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1145\/3018661.3018690","volume-title":"Proc. of the Tenth ACM International Conference on Web Search and Data Mining, WSDM \u201917","author":"X Ren","year":"2017","unstructured":"Ren, X, Lv Y, Wang K, Han J (2017) Comparative document analysis for large text corpora In: Proc. of the Tenth ACM International Conference on Web Search and Data Mining, WSDM \u201917, 325\u2013334.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/3018661.3018690\n                    \n                  ."},{"key":"82_CR47","volume-title":"The author-topic model for authors and documents, in: Proc. of the 20th Conference on Uncertainty in Artificial Intelligence, UAI \u201904","author":"M Rosen-Zvi","year":"2004","unstructured":"Rosen-Zvi, M, Griffiths T, Steyvers M, Smyth P (2004) The author-topic model for authors and documents, in: Proc. of the 20th Conference on Uncertainty in Artificial Intelligence, UAI \u201904. AUAI Press, Arlington."},{"issue":"1","key":"82_CR48","doi-asserted-by":"publisher","first-page":"4630","DOI":"10.1038\/ncomms5630","volume":"5","author":"M Rosvall","year":"2014","unstructured":"Rosvall, M, Esquivel AV, Lancichinetti A, West JD, Lambiotte R (2014) Memory in network flows and its effects on spreading dynamics and community detection. Nat Commun 5(1):4630\u20134643. \n                    https:\/\/doi.org\/10.1038\/ncomms5630\n                    \n                  .","journal-title":"Nat Commun"},{"key":"82_CR49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-64167-6_1","volume-title":"Knowledge Communities and Socio-Cognitive Taxonomies","author":"C Roth","year":"2017","unstructured":"Roth, C (2017) Knowledge Communities and Socio-Cognitive Taxonomies. Springer International Publishing, Cham. \n                    https:\/\/doi.org\/10.1007\/978-3-319-64167-6_1\n                    \n                  ."},{"issue":"1","key":"82_CR50","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.socnet.2009.04.005","volume":"32","author":"C Roth","year":"2010","unstructured":"Roth, C, Cointet J-P (2010) Social and semantic coevolution in knowledge networks. Soc Networks 32(1):16\u201329. dynamics of Social Networks. \n                    https:\/\/doi.org\/10.1016\/j.socnet.2009.04.005\n                    \n                  .","journal-title":"Soc Networks"},{"issue":"2","key":"82_CR51","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1109\/TNSE.2015.2425961","volume":"2","author":"M Salehi","year":"2015","unstructured":"Salehi, M, Sharma R, Marzolla M, Magnani M, Siyari P, Montesi D (2015) Spreading processes in multilayer networks. IEEE Trans Netw Sci Eng 2(2):65\u201383. \n                    https:\/\/doi.org\/10.1109\/TNSE.2015.2425961\n                    \n                  .","journal-title":"IEEE Trans Netw Sci Eng"},{"key":"82_CR52","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.osnem.2017.06.001","volume":"2","author":"S \u0160\u0107epanovi\u0107","year":"2017","unstructured":"\u0160\u0107epanovi\u0107, S, Mishkovski I, Gon\u00e7alves B, Nguyen TH, Hui P (2017) Semantic homophily in online communication: Evidence from twitter. Online Soc Netw Media 2:1\u201318. \n                    https:\/\/doi.org\/10.1016\/j.osnem.2017.06.001\n                    \n                  .","journal-title":"Online Soc Netw Media"},{"key":"82_CR53","doi-asserted-by":"publisher","unstructured":"Scholtes, I (2011) When is a network a network?: Multi-order graphical model selection in pathways and temporal networks In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Vol. 1 of KDD 2017, 1037\u20131046.. ACM. \n                    https:\/\/doi.org\/10.1145\/3097983.3098145\n                    \n                  .","DOI":"10.1145\/3097983.3098145"},{"issue":"1","key":"82_CR54","doi-asserted-by":"publisher","first-page":"5024","DOI":"10.1038\/ncomms6024","volume":"5","author":"I Scholtes","year":"2014","unstructured":"Scholtes, I, Wider N, Pfitzner R, Garas A, Tessone CJ, Schweitzer F (2014) Causality-driven slow-down and speed-up of diffusion in non-markovian temporal networks. Nat Commun 5(1):5024\u20135033. \n                    https:\/\/doi.org\/10.1038\/ncomms6024\n                    \n                  .","journal-title":"Nat Commun"},{"issue":"1","key":"82_CR55","doi-asserted-by":"publisher","first-page":"17\u201437","DOI":"10.1109\/TKDE.2016.2598561","volume":"29","author":"C Shi","year":"2017","unstructured":"Shi, C, Li Y, Zhang J, Sun Y, Philip SY (2017) A survey of heterogeneous information network analysis. IEEE Trans Knowl Data Eng 29(1):17\u201437.","journal-title":"IEEE Trans Knowl Data Eng"},{"key":"82_CR56","doi-asserted-by":"publisher","unstructured":"Snijders, TAB (2005) Models for Longitudinal Network Data, Structural Analysis in the Social Sciences. Cambridge University Press. \n                    https:\/\/doi.org\/10.1017\/CBO9780511811395.011\n                    \n                  .","DOI":"10.1017\/CBO9780511811395.011"},{"key":"82_CR57","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6170-8_312","volume-title":"Siena: Statistical Modeling of Longitudinal Network Data","author":"TAB Snijders","year":"2014","unstructured":"Snijders, TAB (2014) Siena: Statistical Modeling of Longitudinal Network Data. Springer New York, New York. \n                    https:\/\/doi.org\/10.1007\/978-1-4614-6170-8_312\n                    \n                  ."},{"issue":"6","key":"82_CR58","first-page":"20\u201426","volume":"15","author":"RV Sole","year":"2010","unstructured":"Sole, RV, Murtra BC, Valverde S, Steels L ((2010)) Language networks: Their structure, function, and evolution. Complexity 15(6):20\u201426.","journal-title":"Complexity"},{"key":"82_CR59","volume-title":"Principles of semantic networks","author":"JF Sowa","year":"2014","unstructured":"Sowa, JF (2014) Principles of semantic networks. Explorations in the representation of knowledge, Morgan Kaufmann."},{"key":"82_CR60","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1145\/2914586.2914589","volume-title":"Proc. of the 27th ACM Conference on Hypertext and Social Media, HT \u201916","author":"L Tamine","year":"2016","unstructured":"Tamine, L, Soulier L, Ben Jabeur L, Amblard F, Hanachi C, Hubert G, Roth C (2016) Social media-based collaborative information access: Analysis of online crisis-related twitter conversations In: Proc. of the 27th ACM Conference on Hypertext and Social Media, HT \u201916, 159\u2013168.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/2914586.2914589\n                    \n                  ."},{"issue":"1","key":"82_CR61","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.tcs.2015.09.030","volume":"609","author":"T Viard","year":"2016","unstructured":"Viard, T, Latapy M, Magnien C (2016) Computing maximal cliques in link streams. Theor Comput Sci 609(1):245\u2013252. \n                    https:\/\/doi.org\/10.1016\/j.tcs.2015.09.030\n                    \n                  .","journal-title":"Theor Comput Sci"},{"key":"82_CR62","doi-asserted-by":"publisher","first-page":"1629","DOI":"10.1145\/3132847.3133029","volume-title":"Proc. of the 2017 ACM on Conference on Information and Knowledge Management, CIKM \u201917","author":"C Wang","year":"2017","unstructured":"Wang, C, Song Y, Li H, Sun Y, Zhang M, Han J (2017) Distant meta-path similarities for text-based heterogeneous information networks In: Proc. of the 2017 ACM on Conference on Information and Knowledge Management, CIKM \u201917, 1629\u20131638.. ACM, New York. \n                    https:\/\/doi.org\/10.1145\/3132847.3133029\n                    \n                  ."},{"issue":"3","key":"82_CR63","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1002\/asi.4630320302","volume":"32","author":"HD White","year":"1981","unstructured":"White, HD, Griffith BC (1981) Author cocitation: A literature measure of intellectual structure. J Am Soc Inf Sci 32(3):163\u2013171. \n                    https:\/\/doi.org\/10.1002\/asi.4630320302\n                    \n                  .","journal-title":"J Am Soc Inf Sci"},{"key":"82_CR64","first-page":"720","volume-title":"Proc. of the Eleventh International Conference on Web and Social Media","author":"X Zhou","year":"2017","unstructured":"Zhou, X, Hristova D, Noulas A, Mascolo C (2017) Detecting socio-economic impact of cultural investment through geo-social network analysis In: Proc. of the Eleventh International Conference on Web and Social Media, 720\u2013724.. AAAI Press, Palo Alto."}],"container-title":["Applied Network Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41109-018-0082-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s41109-018-0082-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41109-018-0082-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,20]],"date-time":"2019-09-20T17:41:12Z","timestamp":1569001272000},"score":1,"resource":{"primary":{"URL":"https:\/\/appliednetsci.springeropen.com\/articles\/10.1007\/s41109-018-0082-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,13]]},"references-count":64,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["82"],"URL":"https:\/\/doi.org\/10.1007\/s41109-018-0082-3","relation":{},"ISSN":["2364-8228"],"issn-type":[{"value":"2364-8228","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,13]]},"assertion":[{"value":"4 March 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 July 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 August 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"The authors declare that they have no competing interests.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}},{"value":"Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Publisher\u2019s Note"}}],"article-number":"25"}}