{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T03:17:02Z","timestamp":1783307822688,"version":"3.54.6"},"reference-count":53,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T00:00:00Z","timestamp":1778544000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T00:00:00Z","timestamp":1783296000000},"content-version":"vor","delay-in-days":55,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"DOI":"10.13039\/100007364","name":"Fondazione CRT","doi-asserted-by":"publisher","award":["Progetto Lagrange"],"award-info":[{"award-number":["Progetto Lagrange"]}],"id":[{"id":"10.13039\/100007364","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007364","name":"Fondazione CRT","doi-asserted-by":"publisher","award":["Progetto Lagrange"],"award-info":[{"award-number":["Progetto Lagrange"]}],"id":[{"id":"10.13039\/100007364","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007364","name":"Fondazione CRT","doi-asserted-by":"publisher","award":["Progetto Lagrange"],"award-info":[{"award-number":["Progetto Lagrange"]}],"id":[{"id":"10.13039\/100007364","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["EPJ Data Sci."],"DOI":"10.1140\/epjds\/s13688-026-00663-0","type":"journal-article","created":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T11:34:51Z","timestamp":1778585691000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Modeling memory in time-respecting paths on temporal networks"],"prefix":"10.1140","volume":"15","author":[{"given":"Silvia","family":"Guerrini","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ciro","family":"Cattuto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lorenzo","family":"Dall\u2019Amico","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,5,12]]},"reference":[{"key":"663_CR1","doi-asserted-by":"publisher","first-page":"561","DOI":"10.3389\/fpsyt.2020.00561","volume":"11","author":"LO Kroczek","year":"2020","unstructured":"Kroczek LO, Pfaller M, Lange B, M\u00fcller M, M\u00fchlberger A (2020) Interpersonal distance during real-time social interaction: insights from subjective experience, behavior, and physiology. Front Psychiatry 11:561","journal-title":"Front Psychiatry"},{"issue":"51","key":"663_CR2","doi-asserted-by":"publisher","first-page":"22020","DOI":"10.1073\/pnas.1009094108","volume":"107","author":"M Salath\u00e9","year":"2010","unstructured":"Salath\u00e9 M, Kazandjieva M, Lee JW, Levis P, Feldman MW, Jones JH (2010) A high-resolution human contact network for infectious disease transmission. Proc Natl Acad Sci USA 107(51):22020\u201322025. https:\/\/doi.org\/10.1073\/pnas.1009094108. https:\/\/www.pnas.org\/doi\/pdf\/10.1073\/pnas.1009094108","journal-title":"Proc Natl Acad Sci USA"},{"key":"663_CR3","series-title":"Understanding complex systems","isbn-type":"print","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1007\/978-3-642-36461-7_10","volume-title":"Temporal networks","author":"A Barrat","year":"2013","unstructured":"Barrat A, Cattuto C (2013) Temporal networks of face-to-face human interactions. In: Temporal networks. Understanding complex systems. ISBN 978-3-642-36460-0. Springer, Berlin, p\u00a0191. https:\/\/doi.org\/10.1007\/978-3-642-36461-7_10","ISBN":"https:\/\/id.crossref.org\/isbn\/9783642364600"},{"issue":"7","key":"663_CR4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0011596","volume":"5","author":"C Cattuto","year":"2010","unstructured":"Cattuto C, Broeck W, Barrat A, Colizza V, Pinton J-F, Vespignani A (2010) Dynamics of person-to-person interactions from distributed rfid sensor networks. PLoS ONE 5(7):11596. https:\/\/doi.org\/10.1371\/journal.pone.0011596","journal-title":"PLoS ONE"},{"issue":"8","key":"663_CR5","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0023176","volume":"6","author":"J Stehl\u00e9","year":"2011","unstructured":"Stehl\u00e9 J, Voirin N, Barrat A, Cattuto C, Isella L, Pinton J-F, Quaggiotto M, Broeck W, R\u00e9gis C, Lina B, Vanhems P (2011) High-resolution measurements of face-to-face contact patterns in a primary school. PLoS ONE 6(8):23176. https:\/\/doi.org\/10.1371\/journal.pone.0023176","journal-title":"PLoS ONE"},{"issue":"9","key":"663_CR6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0107878","volume":"9","author":"J Fournet","year":"2014","unstructured":"Fournet J, Barrat A (2014) Contact patterns among high school students. PLoS ONE 9(9):107878. https:\/\/doi.org\/10.1371\/journal.pone.0107878","journal-title":"PLoS ONE"},{"issue":"3","key":"663_CR7","doi-asserted-by":"publisher","first-page":"326","DOI":"10.1017\/nws.2015.10","volume":"3","author":"M G\u00e9nois","year":"2015","unstructured":"G\u00e9nois M, Vestergaard CL, Fournet J, Panisson A, Bonmarin I, Barrat A (2015) Data on face-to-face contacts in an office building suggest a low-cost vaccination strategy based on community linkers. Netw Sci 3(3):326\u2013347","journal-title":"Netw Sci"},{"issue":"3","key":"663_CR8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0296810","volume":"19","author":"L Dall\u2019Amico","year":"2024","unstructured":"Dall\u2019Amico L, Kleynhans J, Gauvin L, Tizzoni M, Ozella L, Makhasi M, Wolter N, Language B, Wagner RG, Cohen C, Tempia S, Cattuto C (2024) Estimating household contact matrices structure from easily collectable metadata. PLoS ONE 19(3):1\u201313. https:\/\/doi.org\/10.1371\/journal.pone.0296810","journal-title":"PLoS ONE"},{"key":"663_CR9","doi-asserted-by":"publisher","unstructured":"Perra N, Gon\u00e7alves B, Pastor-Satorras R, Vespignani A (2012) Activity driven modeling of time varying networks. Sci Rep 2(1). https:\/\/doi.org\/10.1038\/srep00469","DOI":"10.1038\/srep00469"},{"issue":"16","key":"663_CR10","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.110.168701","volume":"110","author":"M Starnini","year":"2013","unstructured":"Starnini M, Baronchelli A, Pastor-Satorras R (2013) Modeling human dynamics of face-to-face interaction networks. Phys Rev Lett 110(16):168701","journal-title":"Phys Rev Lett"},{"key":"663_CR11","doi-asserted-by":"publisher","unstructured":"Ubaldi E, Vezzani A, Karsai M, Perra N, Burioni R (2017) Burstiness and tie activation strategies in time-varying social networks. Sci Rep 7(1). https:\/\/doi.org\/10.1038\/srep46225","DOI":"10.1038\/srep46225"},{"issue":"2","key":"663_CR12","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevResearch.2.023073","volume":"2","author":"T Hiraoka","year":"2020","unstructured":"Hiraoka T, Masuda N, Li A, Jo H-H (2020) Modeling temporal networks with bursty activity patterns of nodes and links. Phys Rev Res 2(2):023073","journal-title":"Phys Rev Res"},{"issue":"2","key":"663_CR13","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.107.024301","volume":"107","author":"D Le Bail","year":"2023","unstructured":"Le Bail D, G\u00e9nois M, Barrat A (2023) Modeling framework unifying contact and social networks. Phys Rev E 107(2):024301","journal-title":"Phys Rev E"},{"key":"663_CR14","doi-asserted-by":"publisher","unstructured":"Sheng A, Su Q, Li A, Wang L, Plotkin J (2023) Constructing temporal networks with bursty activity patterns. Nat Commun 14. https:\/\/doi.org\/10.1038\/s41467-023-42868-1","DOI":"10.1038\/s41467-023-42868-1"},{"key":"663_CR15","unstructured":"Masoumi R, Gambaudo J, G\u00e9nois M (2024) Simple crowd dynamics to generate complex temporal contact networks. arXiv preprint. arXiv:2405.06508"},{"key":"663_CR16","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.90.042805","volume":"90","author":"CL Vestergaard","year":"2014","unstructured":"Vestergaard CL, G\u00e9nois M, Barrat A (2014) How memory generates heterogeneous dynamics in temporal networks. Phys Rev E 90:042805. https:\/\/doi.org\/10.1103\/PhysRevE.90.042805","journal-title":"Phys Rev E"},{"issue":"1","key":"663_CR17","doi-asserted-by":"publisher","first-page":"499","DOI":"10.1038\/s41467-022-28123-z","volume":"13","author":"OE Williams","year":"2022","unstructured":"Williams OE, Lacasa L, Mill\u00e1n AP, Latora V (2022) The shape of memory in temporal networks. Nat Commun 13(1):499","journal-title":"Nat Commun"},{"issue":"1","key":"663_CR18","doi-asserted-by":"publisher","first-page":"4754","DOI":"10.1038\/s41467-024-48578-6","volume":"15","author":"L Gallo","year":"2024","unstructured":"Gallo L, Lacasa L, Latora V, Battiston F (2024) Higher-order correlations reveal complex memory in temporal hypergraphs. Nat Commun 15(1):4754","journal-title":"Nat Commun"},{"key":"663_CR19","doi-asserted-by":"publisher","unstructured":"Tizzani M, Lenti S, Ubaldi E, Vezzani A, Castellano C, Burioni R (2018) Epidemic spreading and aging in temporal networks with memory. Phys Rev E 98(6). https:\/\/doi.org\/10.1103\/physreve.98.062315","DOI":"10.1103\/physreve.98.062315"},{"issue":"4","key":"663_CR20","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/ab13fb","volume":"21","author":"OE Williams","year":"2019","unstructured":"Williams OE, Lillo F, Latora V (2019) Effects of memory on spreading processes in non-Markovian temporal networks. New J Phys 21(4):043028. https:\/\/doi.org\/10.1088\/1367-2630\/ab13fb","journal-title":"New J Phys"},{"key":"663_CR21","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 C, Schweitzer F (2014) Causality-driven slow-down and speed-up of diffusion in non-Markovian temporal networks. Nat Commun 5:5024. https:\/\/doi.org\/10.1038\/ncomms6024","journal-title":"Nat Commun"},{"key":"663_CR22","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.83.025102","volume":"83","author":"M Karsai","year":"2011","unstructured":"Karsai M, Kivel\u00e4 M, Pan RK, Kaski K, Kert\u00e9sz J, Barab\u00e1si A-L, Saram\u00e4ki J (2011) Small but slow world: how network topology and burstiness slow down spreading. Phys Rev E 83:025102. https:\/\/doi.org\/10.1103\/PhysRevE.83.025102","journal-title":"Phys Rev E"},{"issue":"36","key":"663_CR23","doi-asserted-by":"publisher","first-page":"9977","DOI":"10.1073\/pnas.1602803113","volume":"113","author":"V Sekara","year":"2016","unstructured":"Sekara V, Stopczynski A, Lehmann S (2016) Fundamental structures of dynamic social networks. Proc Natl Acad Sci USA 113(36):9977\u20139982. https:\/\/doi.org\/10.1073\/pnas.1602803113. https:\/\/www.pnas.org\/doi\/pdf\/10.1073\/pnas.1602803113","journal-title":"Proc Natl Acad Sci USA"},{"key":"663_CR24","doi-asserted-by":"crossref","unstructured":"Peixoto TP, Gauvin L (2017) Change points, memory and epidemic spreading in temporal networks. Sci Rep 8","DOI":"10.1038\/s41598-018-33313-1"},{"key":"663_CR25","volume-title":"The first learning on graphs conference","author":"LV Petrovi\u0107","year":"2022","unstructured":"Petrovi\u0107 LV, Wegner AE, Scholtes I (2022) Higher-order patterns reveal causal temporal scales in time series network data. In: The first learning on graphs conference. https:\/\/openreview.net\/forum?id=aI0-qQsFCHV"},{"key":"663_CR26","doi-asserted-by":"publisher","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). https:\/\/doi.org\/10.1038\/ncomms5630","DOI":"10.1038\/ncomms5630"},{"key":"663_CR27","unstructured":"Petrovi\u0107 LV, Perri V (2023) Bayesian detection of mesoscale structures in pathway data on graphs. arXiv:2301.11120 [stat.ME]"},{"key":"663_CR28","doi-asserted-by":"publisher","unstructured":"Karsai M, Perra N, Vespignani A (2014) Time varying networks and the weakness of strong ties. Sci Rep 4(1). https:\/\/doi.org\/10.1038\/srep04001","DOI":"10.1038\/srep04001"},{"key":"663_CR29","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.105.034301","volume":"105","author":"OE Williams","year":"2022","unstructured":"Williams OE, Mazzarisi P, Lillo F, Latora V (2022) Non-Markovian temporal networks with auto- and cross-correlated link dynamics. Phys Rev E 105:034301. https:\/\/doi.org\/10.1103\/PhysRevE.105.034301","journal-title":"Phys Rev E"},{"issue":"1","key":"663_CR30","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1038\/s42005-023-01517-1","volume":"7","author":"A Longa","year":"2024","unstructured":"Longa A, Cencetti G, Lehmann S, Passerini A, Lepri B (2024) Generating fine-grained surrogate temporal networks. Commun Phys 7(1):22. https:\/\/doi.org\/10.1038\/s42005-023-01517-1","journal-title":"Commun Phys"},{"key":"663_CR31","doi-asserted-by":"crossref","unstructured":"Girardini NA, Longa A, Trebucchi G, Cencetti G, Passerini A, Lepri B (2025) Community aware temporal network generation. arXiv preprint. arXiv:2501.07327","DOI":"10.1007\/s41109-025-00731-w"},{"key":"663_CR32","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.84.016105","volume":"84","author":"RK Pan","year":"2011","unstructured":"Pan RK, Saram\u00e4ki J (2011) Path lengths, correlations, and centrality in temporal networks. Phys Rev E 84:016105. https:\/\/doi.org\/10.1103\/PhysRevE.84.016105","journal-title":"Phys Rev E"},{"key":"663_CR33","doi-asserted-by":"publisher","unstructured":"Dall\u2019Amico L, Barrat A, Cattuto C (2024) An embedding-based distance for temporal graphs. Nat Commun 15(1). https:\/\/doi.org\/10.1038\/s41467-024-54280-4","DOI":"10.1038\/s41467-024-54280-4"},{"issue":"1","key":"663_CR34","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-018-0140-1","volume":"7","author":"M G\u00e9nois","year":"2018","unstructured":"G\u00e9nois M, Barrat A (2018) Can co-location be used as a proxy for face-to-face contacts? EPJ Data Sci 7(1):11. https:\/\/doi.org\/10.1140\/epjds\/s13688-018-0140-1","journal-title":"EPJ Data Sci"},{"issue":"1","key":"663_CR35","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1186\/PREACCEPT-6851518521414365","volume":"14","author":"V Gemmetto","year":"2014","unstructured":"Gemmetto V, Barrat A, Cattuto C (2014) Mitigation of infectious disease at school: targeted class closure vs school closure. BMC Infect Dis 14(1):695. https:\/\/doi.org\/10.1186\/PREACCEPT-6851518521414365","journal-title":"BMC Infect Dis"},{"key":"663_CR36","doi-asserted-by":"publisher","unstructured":"Mastrandrea R, Fournet J, Barrat A (2015) Contact patterns in a high school: a comparison between data collected using wearable sensors, contact diaries and friendship surveys. PLoS ONE 10(9). https:\/\/doi.org\/10.1371\/journal.pone.0136497","DOI":"10.1371\/journal.pone.0136497"},{"issue":"9","key":"663_CR37","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0073970","volume":"8","author":"P Vanhems","year":"2013","unstructured":"Vanhems P, Barrat A, Cattuto C, Pinton J-F, Khanafer N, R\u00e9gis C, Kim B-a, Comte B, Voirin N (2013) Estimating potential infection transmission routes in hospital wards using wearable proximity sensors. PLoS ONE 8(9):73970. https:\/\/doi.org\/10.1371\/journal.pone.0073970","journal-title":"PLoS ONE"},{"issue":"1","key":"663_CR38","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-021-00302-w","volume":"10","author":"L Ozella","year":"2021","unstructured":"Ozella L, Paolotti D, Lichand G, Rodr\u00edguez JP, Haenni S, Phuka J, Leal-Neto OB, Cattuto C (2021) Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi. EPJ Data Sci 10(1):46","journal-title":"EPJ Data Sci"},{"issue":"3","key":"663_CR39","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. https:\/\/doi.org\/10.1016\/j.physrep.2012.03.001","journal-title":"Phys Rep"},{"issue":"1","key":"663_CR40","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-021-00277-8","volume":"10","author":"K Sato","year":"2021","unstructured":"Sato K, Oka M, Barrat A, Cattuto C (2021) Predicting partially observed processes on temporal networks by dynamics-aware node embeddings (dyane). EPJ Data Sci 10(1):22","journal-title":"EPJ Data Sci"},{"key":"663_CR41","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1140\/epjb\/e2015-60660-9","volume":"88","author":"J Saram\u00e4ki","year":"2015","unstructured":"Saram\u00e4ki J, Holme P (2015) Exploring temporal networks with greedy walks. Eur Phys J B 88:1\u20138","journal-title":"Eur Phys J B"},{"issue":"12","key":"663_CR42","doi-asserted-by":"publisher","first-page":"7821","DOI":"10.1073\/pnas.122653799","volume":"99","author":"M Girvan","year":"2002","unstructured":"Girvan M, Newman ME (2002) Community structure in social and biological networks. Proc Natl Acad Sci USA 99(12):7821\u20137826","journal-title":"Proc Natl Acad Sci USA"},{"issue":"2","key":"663_CR43","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/0378-8733(83)90021-7","volume":"5","author":"PW Holland","year":"1983","unstructured":"Holland PW, Laskey KB, Leinhardt S (1983) Stochastic blockmodels: first steps. Soc Netw 5(2):109\u2013137","journal-title":"Soc Netw"},{"key":"663_CR44","volume-title":"Model selection and multimodel inference: a practical information-theoretic approach","author":"KP Burnham","year":"2002","unstructured":"Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach. Springer"},{"issue":"1893","key":"663_CR45","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.2018.2201","volume":"285","author":"N Goeyvaerts","year":"2018","unstructured":"Goeyvaerts N, Santermans E, Potter G, Torneri A, Van Kerckhove K, Willem L, Aerts M, Beutels P, Hens N (2018) Household members do not contact each other at random: implications for infectious disease modelling. Proc Royal Soc B 285(1893):20182201","journal-title":"Proc Royal Soc B"},{"issue":"4","key":"663_CR46","doi-asserted-by":"publisher","first-page":"763","DOI":"10.1137\/19M1242252","volume":"64","author":"L Gauvin","year":"2022","unstructured":"Gauvin L, G\u00e9nois M, Karsai M, Kivel\u00e4 M, Takaguchi T, Valdano E, Vestergaard CL (2022) Randomized reference models for temporal networks. SIAM Rev 64(4):763\u2013830. https:\/\/doi.org\/10.1137\/19M1242252","journal-title":"SIAM Rev"},{"issue":"3","key":"663_CR47","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1001109","volume":"7","author":"LE Rocha","year":"2011","unstructured":"Rocha LE, Liljeros F, Holme P (2011) Simulated epidemics in an empirical spatiotemporal network of 50,185 sexual contacts. PLoS Comput Biol 7(3):1001109","journal-title":"PLoS Comput Biol"},{"issue":"1","key":"663_CR48","doi-asserted-by":"publisher","DOI":"10.1038\/srep41627","volume":"7","author":"O Artime","year":"2017","unstructured":"Artime O, Ramasco JJ, San Miguel M (2017) Dynamics on networks: competition of temporal and topological correlations. Sci Rep 7(1):41627","journal-title":"Sci Rep"},{"issue":"1","key":"663_CR49","doi-asserted-by":"publisher","first-page":"1655","DOI":"10.1038\/s41467-021-21809-w","volume":"12","author":"G Cencetti","year":"2021","unstructured":"Cencetti G, Santin G, Longa A, Pigani E, Barrat A, Cattuto C, Lehmann S, Salathe M, Lepri B (2021) Digital proximity tracing on empirical contact networks for pandemic control. Nat Commun 12(1):1655","journal-title":"Nat Commun"},{"issue":"7","key":"663_CR50","doi-asserted-by":"publisher","first-page":"977","DOI":"10.1016\/S1473-3099(22)00138-4","volume":"22","author":"E Colosi","year":"2022","unstructured":"Colosi E, Bassignana G, Contreras DA, Poirier C, Bo\u00eblle P-Y, Cauchemez S, Yazdanpanah Y, Lina B, Fontanet A, Barrat A, et al. (2022) Screening and vaccination against covid-19 to minimise school closure: a modelling study. Lancet Infect Dis 22(7):977\u2013989","journal-title":"Lancet Infect Dis"},{"issue":"1","key":"663_CR51","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1038\/s41467-021-27714-6","volume":"13","author":"A-M Cre\u0163u","year":"2022","unstructured":"Cre\u0163u A-M, Monti F, Marrone S, Dong X, Bronstein M, Montjoye Y-A (2022) Interaction data are identifiable even across long periods of time. Nat Commun 13(1):313","journal-title":"Nat Commun"},{"issue":"1","key":"663_CR52","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-94283-5","volume":"11","author":"D Romanini","year":"2021","unstructured":"Romanini D, Lehmann S, Kivel\u00e4 M (2021) Privacy and uniqueness of neighborhoods in social networks. Sci Rep 11(1):20104","journal-title":"Sci Rep"},{"issue":"1","key":"663_CR53","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1016\/j.jtbi.2010.11.033","volume":"271","author":"L Isella","year":"2011","unstructured":"Isella L, Stehl\u00e9 J, Barrat A, Cattuto C, Pinton J, Van den Broeck W (2011) What\u2019s in a crowd? Analysis of face-to-face behavioral networks. J Theor Biol 271(1):166\u2013180. https:\/\/doi.org\/10.1016\/j.jtbi.2010.11.033","journal-title":"J Theor Biol"}],"container-title":["EPJ Data Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/article\/10.1140\/epjds\/s13688-026-00663-0","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1140\/epjds\/s13688-026-00663-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1140\/epjds\/s13688-026-00663-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,6]],"date-time":"2026-07-06T03:06:32Z","timestamp":1783307192000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1140\/epjds\/s13688-026-00663-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,12]]},"references-count":53,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,12]]}},"alternative-id":["663"],"URL":"https:\/\/doi.org\/10.1140\/epjds\/s13688-026-00663-0","relation":{},"ISSN":["2193-1127"],"issn-type":[{"value":"2193-1127","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,12]]},"assertion":[{"value":"21 November 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 May 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 May 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"62"}}