{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T10:09:03Z","timestamp":1784887743162,"version":"3.55.0"},"reference-count":56,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T00:00:00Z","timestamp":1713916800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T00:00:00Z","timestamp":1713916800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001665","name":"Agence Nationale de la Recherche","doi-asserted-by":"publisher","award":["ANR-19-STHP-0006"],"award-info":[{"award-number":["ANR-19-STHP-0006"]}],"id":[{"id":"10.13039\/501100001665","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001665","name":"Agence Nationale de la Recherche","doi-asserted-by":"publisher","award":["ANR-22-CE48-0001"],"award-info":[{"award-number":["ANR-22-CE48-0001"]}],"id":[{"id":"10.13039\/501100001665","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soc. Netw. Anal. Min."],"DOI":"10.1007\/s13278-024-01253-6","type":"journal-article","created":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T11:02:14Z","timestamp":1713956534000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["A temporal graph model to study the dynamics of collective behavior and performance in team sports: an application to basketball"],"prefix":"10.1007","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-9623-9565","authenticated-orcid":false,"given":"Quentin","family":"Bourgeais","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rodolphe","family":"Charrier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eric","family":"Sanlaville","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ludovic","family":"Seifert","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2024,4,24]]},"reference":[{"issue":"6","key":"1253_CR1","doi-asserted-by":"publisher","first-page":"1302","DOI":"10.1109\/TCBB.2016.2586046","volume":"14","author":"D Aparicio","year":"2016","unstructured":"Aparicio D, Ribeiro P, Silva F (2016) Extending the applicability of graphlets to directed networks. IEEE\/ACM Trans Comput Biol Bioinf 14(6):1302\u20131315. https:\/\/doi.org\/10.1109\/TCBB.2016.2586046","journal-title":"IEEE\/ACM Trans Comput Biol Bioinf"},{"key":"1253_CR2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajsep.2022.09.005","author":"D Ara\u00fajo","year":"2022","unstructured":"Ara\u00fajo D, Brito H, Carrilho D (2022) Team decision-making behavior: An ecological dynamics approach. Asian J Sport Exerc Psychol. https:\/\/doi.org\/10.1016\/j.ajsep.2022.09.005","journal-title":"Asian J Sport Exerc Psychol"},{"key":"1253_CR3","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/s11424-013-2285-0","volume":"26","author":"N Balague","year":"2013","unstructured":"Balague N, Torrents C, Hristovski R et al (2013) Overview of complex systems in sport. J Syst Sci Complex 26:4\u201313. https:\/\/doi.org\/10.1007\/s11424-013-2285-0","journal-title":"J Syst Sci Complex"},{"key":"1253_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.physrep.2020.05.004","volume":"874","author":"F Battiston","year":"2020","unstructured":"Battiston F, Cencetti G, Iacopini I et al (2020) Networks beyond pairwise interactions: structure and dynamics. Phys Rep 874:1\u201392. https:\/\/doi.org\/10.1016\/j.physrep.2020.05.004","journal-title":"Phys Rep"},{"issue":"4","key":"1253_CR5","doi-asserted-by":"publisher","first-page":"299","DOI":"10.3233\/JSA-190290","volume":"5","author":"J Bekkers","year":"2019","unstructured":"Bekkers J, Dabadghao S (2019) Flow motifs in soccer: what can passing behavior tell us? J Sports Anal 5(4):299\u2013311. https:\/\/doi.org\/10.3233\/JSA-190290","journal-title":"J Sports Anal"},{"issue":"1","key":"1253_CR6","doi-asserted-by":"publisher","first-page":"13602","DOI":"10.1038\/s41598-019-49969-2","volume":"9","author":"J Buld\u00fa","year":"2019","unstructured":"Buld\u00fa J, Busquets J, Echegoyen I et al (2019) Defining a historic football team: using network science to analyze guardiola\u2019s fc barcelona. Scientific reports 9(1):13602. https:\/\/doi.org\/10.1038\/s41598-019-49969-2","journal-title":"Scientific reports"},{"key":"1253_CR7","unstructured":"C\u00e1rdenas D, Ortega E, Llorca J et al (2015) Motor characteristics of fast break in high level basketball. Kinesiology 47(2):208\u2013214. https:\/\/hrcak.srce.hr\/150548"},{"key":"1253_CR8","unstructured":"Casteigts A (2018) A Journey through Dynamic Networks (with Excursions). Habilitation \u00e0 diriger des recherches, Universit\u00e9 de Bordeaux, https:\/\/hal.science\/tel-01883384"},{"key":"1253_CR9","doi-asserted-by":"publisher","unstructured":"Cintia P, Coscia M, Pappalardo L (2016) The haka network: evaluating rugby team performance with dynamic graph analysis. In: 2016 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), pp 1095\u20131102, https:\/\/doi.org\/10.1109\/ASONAM.2016.7752377","DOI":"10.1109\/ASONAM.2016.7752377"},{"issue":"2","key":"1253_CR10","doi-asserted-by":"publisher","first-page":"212","DOI":"10.7752\/jpes.2015.02033","volume":"15","author":"FM Clemente","year":"2015","unstructured":"Clemente FM, Martins FML, Kalamaras D et al (2015) Network analysis in basketball: inspecting the prominent players using centrality metrics. J Phys Educ sport 15(2):212. https:\/\/doi.org\/10.7752\/jpes.2015.02033","journal-title":"J Phys Educ sport"},{"issue":"5","key":"1253_CR11","doi-asserted-by":"publisher","first-page":"546","DOI":"10.1080\/02640414.2012.738926","volume":"31","author":"V Correia","year":"2013","unstructured":"Correia V, Ara\u00fajo D, Vilar L et al (2013) From recording discrete actions to studying continuous goal-directed behaviours in team sports. J Sports Sci 31(5):546\u2013553. https:\/\/doi.org\/10.1080\/02640414.2012.738926","journal-title":"J Sports Sci"},{"issue":"1\u20132","key":"1253_CR12","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1080\/24748668.2017.1303982","volume":"17","author":"J Courel-Ib\u00e1\u00f1ez","year":"2017","unstructured":"Courel-Ib\u00e1\u00f1ez J, McRobert AP, Toro EO et al (2017) Collective behaviour in basketball: a systematic review. Int J Perform Anal Sport 17(1\u20132):44\u201364. https:\/\/doi.org\/10.1080\/24748668.2017.1303982","journal-title":"Int J Perform Anal Sport"},{"key":"1253_CR13","doi-asserted-by":"publisher","first-page":"633","DOI":"10.2165\/11632450-000000000-00000","volume":"42","author":"R Duarte","year":"2012","unstructured":"Duarte R, Ara\u00fajo D, Correia V et al (2012) Sports teams as superorganisms: implications of sociobiological models of behaviour for research and practice in team sports performance analysis. Sports Med 42:633\u2013642. https:\/\/doi.org\/10.2165\/11632450-000000000-00000","journal-title":"Sports Med"},{"issue":"24","key":"1253_CR14","doi-asserted-by":"publisher","first-page":"13763","DOI":"10.1073\/pnas.231499798","volume":"98","author":"GM Edelman","year":"2001","unstructured":"Edelman GM, Gally JA (2001) Degeneracy and complexity in biological systems. Proc Nat Acad Sci 98(24):13763\u201313768. https:\/\/doi.org\/10.1073\/pnas.231499798","journal-title":"Proc Nat Acad Sci"},{"issue":"11","key":"1253_CR15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0047445","volume":"7","author":"JH Fewell","year":"2012","unstructured":"Fewell JH, Armbruster D, Ingraham J et al (2012) Basketball teams as strategic networks. PLoS ONE 7(11):e47445. https:\/\/doi.org\/10.1371\/journal.pone.0047445","journal-title":"PLoS ONE"},{"issue":"4","key":"1253_CR16","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1016\/S1364-6613(03)00054-8","volume":"7","author":"KJ Friston","year":"2003","unstructured":"Friston KJ, Price CJ (2003) Degeneracy and redundancy in cognitive anatomy. Trends Cogn Sci 7(4):151\u2013152. https:\/\/doi.org\/10.1016\/S1364-6613(03)00054-8","journal-title":"Trends Cogn Sci"},{"key":"1253_CR17","unstructured":"Gama J, Dias G, Passos P, et al (2020) Homogeneous distribution of passing between players of a team predicts attempts to shoot at goal in association football: a case study with 10 matches. Nonlinear Dynamics, Psychol Life Sci 24(3). https:\/\/shura.shu.ac.uk\/id\/eprint\/26912"},{"key":"1253_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1140\/epjb\/e2015-60657-4","volume":"88","author":"P Holme","year":"2015","unstructured":"Holme P (2015) Modern temporal network theory: a colloquium. Eur Phys J B 88:1\u201330. https:\/\/doi.org\/10.1140\/epjb\/e2015-60657-4","journal-title":"Eur Phys J B"},{"issue":"3","key":"1253_CR19","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":"12","key":"1253_CR20","doi-asserted-by":"publisher","first-page":"i171","DOI":"10.1093\/bioinformatics\/btv227","volume":"31","author":"Y Hulovatyy","year":"2015","unstructured":"Hulovatyy Y, Chen H, Milenkovi\u0107 T (2015) Exploring the structure and function of temporal networks with dynamic graphlets. Bioinformatics 31(12):i171\u2013i180. https:\/\/doi.org\/10.1093\/bioinformatics\/btv227","journal-title":"Bioinformatics"},{"key":"1253_CR21","unstructured":"Korte F (2019) Network analysis in team sports. PhD thesis, Technische Universit\u00e4t M\u00fcnchen, https:\/\/mediatum.ub.tum.de\/?id=1518616"},{"key":"1253_CR22","doi-asserted-by":"publisher","first-page":"005","DOI":"10.15203\/CISS_2018.005","volume":"3","author":"F Korte","year":"2018","unstructured":"Korte F, Lames M (2018) Characterizing different team sports using network analysis. Curr Iss Sport Sci (CISS) 3:005\u2013005. https:\/\/doi.org\/10.15203\/CISS_2018.005","journal-title":"Curr Iss Sport Sci (CISS)"},{"issue":"6","key":"1253_CR23","doi-asserted-by":"publisher","first-page":"1840","DOI":"10.1007\/s10618-017-0515-0","volume":"31","author":"O Kostakis","year":"2017","unstructured":"Kostakis O, Tatti N, Gionis A (2017) Discovering recurring activity in temporal networks. Data Min Knowl Disc 31(6):1840\u20131871. https:\/\/doi.org\/10.1007\/s10618-017-0515-0","journal-title":"Data Min Knowl Disc"},{"issue":"1","key":"1253_CR24","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/2834121","volume":"13","author":"K Krejtz","year":"2015","unstructured":"Krejtz K, Duchowski A, Szmidt T et al (2015) Gaze transition entropy. ACM Trans Appl Percept (TAP) 13(1):1\u201320. https:\/\/doi.org\/10.1145\/2834121","journal-title":"ACM Trans Appl Percept (TAP)"},{"issue":"5","key":"1253_CR25","doi-asserted-by":"publisher","first-page":"cnac036","DOI":"10.1093\/comnet\/cnac036","volume":"10","author":"T LaRock","year":"2022","unstructured":"LaRock T, Scholtes I, Eliassi-Rad T (2022) Sequential motifs in observed walks. J Compl Netw 10(5):cnac036. https:\/\/doi.org\/10.1093\/comnet\/cnac036","journal-title":"J Compl Netw"},{"key":"1253_CR26","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1016\/j.cag.2019.08.010","volume":"84","author":"JLS Malqui","year":"2019","unstructured":"Malqui JLS, Romero NML, Garcia R et al (2019) How do soccer teams coordinate consecutive passes? A visual analytics system for analysing the complexity of passing sequences using soccer flow motifs. Comput Graph 84:122\u2013133. https:\/\/doi.org\/10.1016\/j.cag.2019.08.010","journal-title":"Comput Graph"},{"issue":"2","key":"1253_CR27","doi-asserted-by":"publisher","first-page":"172","DOI":"10.3390\/e22020172","volume":"22","author":"JH Mart\u00ednez","year":"2020","unstructured":"Mart\u00ednez JH, Garrido D, Herrera-Diestra JL et al (2020) Spatial and temporal entropies in the spanish football league: a network science perspective. Entropy 22(2):172. https:\/\/doi.org\/10.3390\/e22020172","journal-title":"Entropy"},{"issue":"9","key":"1253_CR28","doi-asserted-by":"publisher","first-page":"1543","DOI":"10.3390\/math8091543","volume":"8","author":"F Martins","year":"2020","unstructured":"Martins F, Gomes R, Lopes V et al (2020) Node and network entropy-a novel mathematical model for pattern analysis of team sports behavior. Mathematics 8(9):1543. https:\/\/doi.org\/10.3390\/math8091543","journal-title":"Mathematics"},{"key":"1253_CR29","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.biosystems.2014.12.003","volume":"128","author":"PH Mason","year":"2015","unstructured":"Mason PH, Winter B, Grignolio A et al (2015) Hidden in plain view: degeneracy in complex systems. Biosystems 128:1\u20138. https:\/\/doi.org\/10.1016\/j.biosystems.2014.12.003","journal-title":"Biosystems"},{"issue":"1","key":"1253_CR30","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/s41109-021-00374-7","volume":"6","author":"CE Mattsson","year":"2021","unstructured":"Mattsson CE, Takes FW (2021) Trajectories through temporal networks. Appl Netw Sci 6(1):35. https:\/\/doi.org\/10.1007\/s41109-021-00374-7","journal-title":"Appl Netw Sci"},{"issue":"1","key":"1253_CR31","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.bjoms.2007.09.002","volume":"46","author":"E McCrum-Gardner","year":"2008","unstructured":"McCrum-Gardner E (2008) Which is the correct statistical test to use? Br J Oral Maxillofac Surg 46(1):38\u201341. https:\/\/doi.org\/10.1016\/j.bjoms.2007.09.002","journal-title":"Br J Oral Maxillofac Surg"},{"issue":"10","key":"1253_CR32","doi-asserted-by":"publisher","first-page":"771","DOI":"10.1080\/026404102320675620","volume":"20","author":"T McGarry","year":"2002","unstructured":"McGarry T, Anderson DI, Wallace SA et al (2002) Sport competition as a dynamical self-organizing system. J Sports Sci 20(10):771\u2013781. https:\/\/doi.org\/10.1080\/026404102320675620","journal-title":"J Sports Sci"},{"key":"1253_CR33","unstructured":"Meza DAP (2017) Flow network motifs applied to soccer passing data. In: Proceedings of MathSport international 2017 conference, p 305, https:\/\/core.ac.uk\/download\/pdf\/154329254.pdf#page=311"},{"issue":"5594","key":"1253_CR34","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 et al (2002) Network motifs: simple building blocks of complex networks. Science 298(5594):824\u2013827. https:\/\/doi.org\/10.1126\/science.298.5594.824","journal-title":"Science"},{"key":"1253_CR35","unstructured":"Moreno E, G\u00f3mez MA, Lago C et al (2013) Effects of starting quarter score, game location, and quality of opposition in quarter score in elite women\u2019s basketball. Kinesiology 45(1):48\u201354 https:\/\/hrcak.srce.hr\/104547"},{"issue":"10","key":"1253_CR36","doi-asserted-by":"publisher","first-page":"758","DOI":"10.3390\/e20100758","volume":"20","author":"Y Neuman","year":"2018","unstructured":"Neuman Y, Israeli N, Vilenchik D et al (2018) The adaptive behavior of a soccer team: an entropy-based analysis. Entropy 20(10):758. https:\/\/doi.org\/10.3390\/e20100758","journal-title":"Entropy"},{"issue":"2","key":"1253_CR37","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1137\/S003614450342480","volume":"45","author":"ME Newman","year":"2003","unstructured":"Newman ME (2003) The structure and function of complex networks. SIAM Rev 45(2):167\u2013256. https:\/\/doi.org\/10.1137\/S003614450342480","journal-title":"SIAM Rev"},{"key":"1253_CR38","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-023-01145-z","author":"KS Oberoi","year":"2023","unstructured":"Oberoi KS, Del Mondo G, Ga\u00fcz\u00e8re B et al (2023) Detecting dynamic patterns in dynamic graphs using subgraph isomorphism. Pattern Anal Appl. https:\/\/doi.org\/10.1007\/s10044-023-01145-z","journal-title":"Pattern Anal Appl"},{"issue":"1","key":"1253_CR39","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1080\/24748668.2015.11868789","volume":"15","author":"P Paix\u00e3o","year":"2015","unstructured":"Paix\u00e3o P, Sampaio J, Almeida CH et al (2015) How does match status affects the passing sequences of top-level european soccer teams? Int J Perform Anal Sport 15(1):229\u2013240. https:\/\/doi.org\/10.1080\/24748668.2015.11868789","journal-title":"Int J Perform Anal Sport"},{"key":"1253_CR40","doi-asserted-by":"publisher","unstructured":"Paranjape A, Benson AR, Leskovec J (2017) Motifs in temporal networks. In: Proceedings of the tenth ACM international conference on web search and data mining, pp 601\u2013610, https:\/\/doi.org\/10.1145\/3018661.3018731","DOI":"10.1145\/3018661.3018731"},{"key":"1253_CR41","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2021.111356","volume":"152","author":"LR Pereira","year":"2021","unstructured":"Pereira LR, Lopes RJ, Lou\u00e7\u00e3 J et al (2021) The soccer game, bit by bit: an information-theoretic analysis. Chaos, Solitons Fractals 152:111356. https:\/\/doi.org\/10.1016\/j.chaos.2021.111356","journal-title":"Chaos, Solitons Fractals"},{"issue":"5","key":"1253_CR42","doi-asserted-by":"publisher","DOI":"10.1088\/1367-2630\/ac6f75","volume":"24","author":"F Picciolo","year":"2022","unstructured":"Picciolo F, Ruzzenenti F, Holme P et al (2022) Weighted network motifs as random walk patterns. New J Phys 24(5):053056. https:\/\/doi.org\/10.1088\/1367-2630\/ac6f75","journal-title":"New J Phys"},{"issue":"18","key":"1253_CR43","doi-asserted-by":"publisher","first-page":"3508","DOI":"10.1093\/bioinformatics\/bth436","volume":"20","author":"N Pr\u017eulj","year":"2004","unstructured":"Pr\u017eulj N, Corneil DG, Jurisica I (2004) Modeling interactome: scale-free or geometric? Bioinformatics 20(18):3508\u20133515. https:\/\/doi.org\/10.1093\/bioinformatics\/bth436","journal-title":"Bioinformatics"},{"key":"1253_CR44","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1007\/s40279-017-0786-z","volume":"48","author":"J Ramos","year":"2018","unstructured":"Ramos J, Lopes RJ, Ara\u00fajo D (2018) What\u2019s next in complex networks? Capturing the concept of attacking play in invasive team sports. Sports Med 48:17\u201328. https:\/\/doi.org\/10.1007\/s40279-017-0786-z","journal-title":"Sports Med"},{"issue":"6","key":"1253_CR45","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1080\/17461391003699104","volume":"10","author":"J Sampaio","year":"2010","unstructured":"Sampaio J, Lago C, Casais L et al (2010) Effects of starting score-line, game location, and quality of opposition in basketball quarter score. Eur J Sport Sci 10(6):391\u2013396. https:\/\/doi.org\/10.1080\/17461391003699104","journal-title":"Eur J Sport Sci"},{"key":"1253_CR46","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1016\/j.humov.2017.05.001","volume":"56","author":"L Seifert","year":"2017","unstructured":"Seifert L, Ara\u00fajo D, Komar J et al (2017) Understanding constraints on sport performance from the complexity sciences paradigm: an ecological dynamics framework. Hum Mov Sci 56:178\u2013180. https:\/\/doi.org\/10.1016\/j.humov.2017.05.001","journal-title":"Hum Mov Sci"},{"issue":"3","key":"1253_CR47","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1002\/j.1538-7305.1948.tb01338.x","volume":"27","author":"CE Shannon","year":"1948","unstructured":"Shannon CE (1948) A mathematical theory of communication. Bell Syst Tech J 27(3):379\u2013423. https:\/\/doi.org\/10.1002\/j.1538-7305.1948.tb01338.x","journal-title":"Bell Syst Tech J"},{"key":"1253_CR48","doi-asserted-by":"publisher","DOI":"10.2202\/1559-0410.1217","author":"B Skinner","year":"2010","unstructured":"Skinner B (2010) The price of anarchy in basketball. J Quant Anal Sports. https:\/\/doi.org\/10.2202\/1559-0410.1217","journal-title":"J Quant Anal Sports"},{"issue":"2013","key":"1253_CR49","doi-asserted-by":"publisher","first-page":"183","DOI":"10.2478\/hukin-2013-0058","volume":"38","author":"E \u0160trumbelj","year":"2013","unstructured":"\u0160trumbelj E, Vra\u010dar P, Robnik-\u0160ikonja M et al (2013) A decade of euroleague basketball: an analysis of trends and recent rule change effects. J Hum kinet 38(2013):183\u2013189","journal-title":"J Hum kinet"},{"issue":"6","key":"1253_CR50","doi-asserted-by":"publisher","first-page":"3257","DOI":"10.1073\/pnas.96.6.3257","volume":"96","author":"G Tononi","year":"1999","unstructured":"Tononi G, Sporns O, Edelman GM (1999) Measures of degeneracy and redundancy in biological networks. Proc Nat Acad Sci 96(6):3257\u20133262. https:\/\/doi.org\/10.1073\/pnas.96.6.3257","journal-title":"Proc Nat Acad Sci"},{"issue":"2","key":"1253_CR51","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1007\/s10288-022-00507-3","volume":"21","author":"M Vernet","year":"2023","unstructured":"Vernet M, Pign\u00e9 Y, Sanlaville E (2023) A study of connectivity on dynamic graphs: computing persistent connected components. 4OR 21(2):205\u2013233. https:\/\/doi.org\/10.1007\/s10288-022-00507-3","journal-title":"4OR"},{"issue":"5","key":"1253_CR52","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0251970","volume":"16","author":"M Welch","year":"2021","unstructured":"Welch M, Schaerf TM, Murphy A (2021) Collective states and their transitions in football. PLoS ONE 16(5):e0251970. https:\/\/doi.org\/10.1371\/journal.pone.0251970","journal-title":"PLoS ONE"},{"key":"1253_CR53","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1742-4682-7-6","volume":"7","author":"JM Whitacre","year":"2010","unstructured":"Whitacre JM (2010) Degeneracy: a link between evolvability, robustness and complexity in biological systems. Theor Biol Med Model 7:1\u201317. https:\/\/doi.org\/10.1186\/1742-4682-7-6","journal-title":"Theor Biol Med Model"},{"key":"1253_CR54","doi-asserted-by":"publisher","DOI":"10.1214\/16-AOAS993","author":"L Xin","year":"2017","unstructured":"Xin L, Zhu M, Chipman H (2017) A continuous-time stochastic block model for basketball networks. Ann Appl Stat. https:\/\/doi.org\/10.1214\/16-AOAS993","journal-title":"Ann Appl Stat"},{"issue":"12","key":"1253_CR55","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0029638","volume":"6","author":"Y Yamamoto","year":"2011","unstructured":"Yamamoto Y, Yokoyama K (2011) Common and unique network dynamics in football games. PLoS ONE 6(12):e29638. https:\/\/doi.org\/10.1371\/journal.pone.0029638","journal-title":"PLoS ONE"},{"issue":"4","key":"1253_CR56","doi-asserted-by":"publisher","first-page":"569","DOI":"10.1177\/1747954117737492","volume":"13","author":"P Zuccolotto","year":"2018","unstructured":"Zuccolotto P, Manisera M, Sandri M (2018) Big data analytics for modeling scoring probability in basketball: the effect of shooting under high-pressure conditions. Int J Sports Sci Coach 13(4):569\u2013589. https:\/\/doi.org\/10.1177\/1747954117737492","journal-title":"Int J Sports Sci Coach"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-024-01253-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13278-024-01253-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-024-01253-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,25]],"date-time":"2025-02-25T14:21:58Z","timestamp":1740493318000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13278-024-01253-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,24]]},"references-count":56,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,12]]}},"alternative-id":["1253"],"URL":"https:\/\/doi.org\/10.1007\/s13278-024-01253-6","relation":{},"ISSN":["1869-5469"],"issn-type":[{"value":"1869-5469","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,4,24]]},"assertion":[{"value":"5 December 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 February 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 March 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 April 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no relevant financial or non-financial interests to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interests"}}],"article-number":"94"}}