{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T12:11:40Z","timestamp":1775563900931,"version":"3.50.1"},"reference-count":31,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T00:00:00Z","timestamp":1772496000000},"content-version":"vor","delay-in-days":61,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1016\/j.procs.2026.03.016","type":"journal-article","created":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T12:39:40Z","timestamp":1774355980000},"page":"485-495","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Insights into Workgroups: Exploring the Event Log of Enterprise Collaboration Systems"],"prefix":"10.1016","volume":"278","author":[{"given":"Jens","family":"Alberts","sequence":"first","affiliation":[]},{"given":"Martin","family":"Just","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.procs.2026.03.016_bib1","doi-asserted-by":"crossref","unstructured":"Schubert P, Williams SP. Enterprise Collaboration Platforms: An Empirical Study of Technology Support of Collaborative Work. In: International Conference on ENTERprise Information Systems: Elsevier; 2022. p. 305\u2013313.","DOI":"10.1016\/j.procs.2021.12.018"},{"key":"10.1016\/j.procs.2026.03.016_bib2","doi-asserted-by":"crossref","unstructured":"Grisold T, Kremser W, Mendling J, Recker J, vom Brocke J, Wurm B. Generating impactful situated explanations through digital trace data. Journal of Information Technology. 2024;39:2\u201318. doi: 10.1177\/02683962231208724.","DOI":"10.1177\/02683962231208724"},{"key":"10.1016\/j.procs.2026.03.016_bib3","doi-asserted-by":"crossref","unstructured":"Schwade F, Nagel S. Analysis of Task Management in Virtual Academic Teams. In: Hawaii International Conference on System Sciences: Hawaii International Conference on System Sciences; 2020. 461-470.","DOI":"10.24251\/HICSS.2020.057"},{"key":"10.1016\/j.procs.2026.03.016_bib4","doi-asserted-by":"crossref","unstructured":"Scharf N, L\u00fckemann L, Schubert P, Williams SP, Abendroth A, Schwarz A. Is the Structure of \u201cRegular Working Days\u201d about to Dissolve?: Changes in Employees\u2019 Time-Use Patterns Working in Enterprise Collaboration Systems During the COVID-19 Pandemic. In: International Conference on ENTERprise Information Systems: Elsevier; 2023. p. 431\u2013438. doi: 10.1016\/j.procs.2023.01.309.","DOI":"10.1016\/j.procs.2023.01.309"},{"key":"10.1016\/j.procs.2026.03.016_bib5","unstructured":"Schwade F. Measuring and Visualising Boundary Spanning in Enterprise Collaboration Systems. In: European Conference on Information Systems; 14.06-16.06; Marrakesh, Morocco: Association for Information Systems; 2021. p. 1\u201316."},{"key":"10.1016\/j.procs.2026.03.016_bib6","unstructured":"Grisold T, Gau M, Yoo Y. Coding Like a Rockstar: The Role of Social Influence on Action Patterns in GitHub. In: International Conference on Information Systems; December 12-15; Austin, TX, USA: Association for Information Systems; 2021. p. 1\u20139."},{"key":"10.1016\/j.procs.2026.03.016_bib7","doi-asserted-by":"crossref","unstructured":"Hacker J, Riemer K. Identification of User Roles in Enterprise Social Networks: Method Development and Application. Business & Information Systems Engineering. 2021;63:367\u201387. doi: 10.1007\/s12599-020-00648-x.","DOI":"10.1007\/s12599-020-00648-x"},{"key":"10.1016\/j.procs.2026.03.016_bib8","doi-asserted-by":"crossref","unstructured":"Arazy O, Lindberg A, Lev S, Wu K, Yarovoy A. Emergent Routines in Peer-Production: Examining the Temporal Evolution of Wikipedia\u2019s Work Sequences. Trans. Soc. Comput. 2020;3:1\u201324. doi: 10.1145\/3366711.","DOI":"10.1145\/3366711"},{"key":"10.1016\/j.procs.2026.03.016_bib9","doi-asserted-by":"crossref","unstructured":"Howison J, Wiggins A, Crowston K. Validity Issues in the Use of Social Network Analysis with Digital Trace Data. JAIS. 2011;12:767\u201397. doi: 10.17705\/1jais.00282.","DOI":"10.17705\/1jais.00282"},{"key":"10.1016\/j.procs.2026.03.016_bib10","doi-asserted-by":"crossref","unstructured":"Just M, Schubert P. Collaborative Actions on Documents Ontology (ColActDOnt). In: International Conference on ENTERprise Information Systems: Elsevier; 2023. p. 294\u2013302. doi: 10.1016\/j.procs.2023.01.293.","DOI":"10.1016\/j.procs.2023.01.293"},{"key":"10.1016\/j.procs.2026.03.016_bib11","doi-asserted-by":"crossref","unstructured":"Schwade F. Social Collaboration Analytics Framework: A framework for providing business intelligence on collaboration in the digital workplace. DSS. 2021;148:113587. doi: 10.1016\/j.dss.2021.113587.","DOI":"10.1016\/j.dss.2021.113587"},{"key":"10.1016\/j.procs.2026.03.016_bib12","doi-asserted-by":"crossref","unstructured":"Schubert P, Williams SP, Just M, Alberts J, Bahles S. How Are Employees Using Collaboration Software to Support Their Work?: A Method for Analyzing Digital Traces in Enterprise Collaboration Systems. In: 7-10 January; Hawaii, USA; 2025. 2522-2531.","DOI":"10.24251\/HICSS.2025.306"},{"key":"10.1016\/j.procs.2026.03.016_bib13","doi-asserted-by":"crossref","unstructured":"Schubert P. Areas of Collaboration Analytics. In: International Conference on ENTERprise Information Systems; November 13-15; Madeira, Portugal: Elsevier; 2025. p. 458\u2013471.","DOI":"10.1016\/j.procs.2025.02.142"},{"key":"10.1016\/j.procs.2026.03.016_bib14","doi-asserted-by":"crossref","unstructured":"Pentland B, Wolf JR, Xie Y, Kim I, Kenneth F, Pentland A. Processual Shadows: What Can We See with Digital Trace Data? In: Tsoukas H, Langley A, Barrett M, Vaast E, editors. Organizing in the Digital Age: A Process View: Oxford University Press; 2024. p. 144\u2013160. doi: 10.1093\/oso\/9780198899457.003.0007.","DOI":"10.1093\/oso\/9780198899457.003.0007"},{"key":"10.1016\/j.procs.2026.03.016_bib15","doi-asserted-by":"crossref","unstructured":"Berente N, Seidel S, Safadi H. Data-Driven Computationally Intensive Theory Development: Research Commentary. ISR. 2019;30:50\u201364. doi: 10.1287\/isre.2018.0774.","DOI":"10.1287\/isre.2018.0774"},{"key":"10.1016\/j.procs.2026.03.016_bib16","unstructured":"Schubert P, Blatt J, Just M, Delfmann P. Social Process Mining: Deriving Collaborative Work Processes from the Event Data of Enterprise Collaboration Systems; November 2024."},{"key":"10.1016\/j.procs.2026.03.016_bib17","unstructured":"CEIR. Collaborative Work Codes. 2025. https:\/\/w3id.org\/CEIR\/CWC."},{"key":"10.1016\/j.procs.2026.03.016_bib18","doi-asserted-by":"crossref","unstructured":"Schubert P. IRECS Framework: Identification of Requirements for Enterprise Collaboration Systems. In: International Conference on ENTERprise Information Systems: Elsevier; 2024. p. 1467\u20131475. doi: 10.1016\/j.procs.2024.06.320.","DOI":"10.1016\/j.procs.2024.06.320"},{"key":"10.1016\/j.procs.2026.03.016_bib19","doi-asserted-by":"crossref","unstructured":"Williams SP. Das 8C-Modell f\u00fcr kollaborative Technologien. In: Schubert P, Koch M, editors. Wettbewerbsfaktor Business-Software: Prozesse erfolgreich mit Software optimieren. M\u00fcnchen: Hanser; 2011. 11-21.","DOI":"10.3139\/9783446429567.002"},{"key":"10.1016\/j.procs.2026.03.016_bib20","doi-asserted-by":"crossref","unstructured":"Schubert P, Just M. Metrics for Digital Group Workspaces: A Replication Study. In: Wirtschaftsinformatik; 16.09. - 19.09.; M\u00fcnster; 2025. p. 1\u201315.","DOI":"10.36893\/JK.2025.V15I3.009"},{"key":"10.1016\/j.procs.2026.03.016_bib21","doi-asserted-by":"crossref","unstructured":"Williams SP, Mosen J, Schubert P. The Structure of Social Documents. In: Hawaii International Conference on System Sciences: Hawaii International Conference on System Sciences; 2020. 2825-2834. doi: 10.24251\/HICSS.2020.345.","DOI":"10.24251\/HICSS.2020.345"},{"key":"10.1016\/j.procs.2026.03.016_bib22","doi-asserted-by":"crossref","unstructured":"Bahles S, Schwade F, Schubert P. A Workspace Typology for Enterprise Collaboration Systems. Procedia Comput. Sci. 2022;196:296\u2013304. doi: 10.1016\/j.procs.2021.12.017.","DOI":"10.1016\/j.procs.2021.12.017"},{"key":"10.1016\/j.procs.2026.03.016_bib23","unstructured":"Beerepoot I, Resinas M, Del R\u00edo Ortega A, Reijers HA, Bj\u00f8rn P. Understanding Distributed Cooperative Work through Data Traces. In: European Conference on Computer-Supported Cooperative Work; June 30 - July 04; Newcastle, United Kingdom: EUSSET; 2025. p. 1\u201319. doi: 10.48340\/ecscw2025_cp05."},{"key":"10.1016\/j.procs.2026.03.016_bib24","doi-asserted-by":"crossref","unstructured":"Just M, Schubert P, Blatt J, Delfmann P. Data Preprocessing for Cross-System Analysis: The DaProXSA Approach. In: International Conference on ENTERprise Information Systems: Elsevier; 2024. p. 1635\u20131644. doi: 10.1016\/j.procs.2024.06.340.","DOI":"10.1016\/j.procs.2024.06.340"},{"key":"10.1016\/j.procs.2026.03.016_bib25","doi-asserted-by":"crossref","unstructured":"Pentland B, Recker J, Wolf JR, Wyner G. Bringing Context Inside Process Research with Digital Trace Data. JAIS. 2020;21:1214\u201336. doi: 10.17705\/1jais.00635.","DOI":"10.17705\/1jais.00635"},{"key":"10.1016\/j.procs.2026.03.016_bib26","doi-asserted-by":"crossref","unstructured":"Alberts J, Blankenberg C, Williams SP. Identification and Classification of Adoption Supporting Measures for Enterprise Collaboration Systems. In: International Conference on ENTERprise Information Systems: Elsevier; 2023. p. 319\u2013329. doi: 10.1016\/j.procs.2023.01.296.","DOI":"10.1016\/j.procs.2023.01.296"},{"key":"10.1016\/j.procs.2026.03.016_bib27","unstructured":"Gerbl J. Transitions Within The Flow of Work of Hybrid Workgroups: A diary study approach for the temporal and longitudinal analysis of the rhythm and flow of hybrid work. In: European Conference on Computer-Supported Cooperative Work; June 30 - July 04; Newcastle, United Kingdom: EUSSET; 2025."},{"key":"10.1016\/j.procs.2026.03.016_bib28","doi-asserted-by":"crossref","unstructured":"Grams S, Schwade F, Mosen J, Schubert P. A Method for Developing and Applying Metrics Profiles for the Benefits Management of Enterprise Collaboration Platforms. In: International Conference on ENTERprise Information Systems: Elsevier; 2021. p. 553\u2013561. doi: 10.1016\/j.procs.2021.01.202.","DOI":"10.1016\/j.procs.2021.01.202"},{"key":"10.1016\/j.procs.2026.03.016_bib29","doi-asserted-by":"crossref","unstructured":"Mosen J, Williams SP, Schubert P. Visualizing Social Documents as Traces of Collaborative Activity in Enterprise Collaboration Platforms. In: Hawaii International Conference on System Sciences: Hawaii International Conference on System Sciences; 2020. 5369-5378. doi: 10.24251\/HICSS.2020.660.","DOI":"10.24251\/HICSS.2020.660"},{"key":"10.1016\/j.procs.2026.03.016_bib30","doi-asserted-by":"crossref","unstructured":"Gerbl J, Williams SP. Identifying Workgroup Dimensions and Their Implications for the Design of Digital Workspaces. In: International Conference on ENTERprise Information Systems: Elsevier; 2024. p. 265\u2013274. doi: 10.1016\/j.procs.2024.06.171.","DOI":"10.1016\/j.procs.2024.06.171"},{"key":"10.1016\/j.procs.2026.03.016_bib31","unstructured":"Alberts J, Williams SP. Investigating Meeting Organisation as a Coordinative Work Process Using Narrative Networks. In: International Conference on ENTERprise Information Systems; November 26-28 2025; Abu Dhabi, United Arab Emirates: Elsevier; 2026 (forthcoming). p. 1\u201311."}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926006083?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926006083?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T11:30:40Z","timestamp":1775561440000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926006083"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":31,"alternative-id":["S1877050926006083"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.03.016","relation":{},"ISSN":["1877-0509"],"issn-type":[{"value":"1877-0509","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Insights into Workgroups: Exploring the Event Log of Enterprise Collaboration Systems","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.03.016","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}