Publications in 2015 – Process Analytics

Article

Scientific peer reviewed

Adriansyah, Arya, Munoz Gama, Jorge, Carmona, J., van Dongen, Boudewijn & van der Aalst, Wil (2015). Measuring precision of modeled behavior. Information Systems and e-Business Management, 13(1), 37-67.
Claes, Jan, Vanderfeesten, Irene, Pinggera, J., Reijers, Hajo, Weber, B. & Poels, G. (2015). A visual analysis of the process of process modeling. Information Systems and e-Business Management, 13(1), 147-190.
Conforti, R., de Leoni, Massimiliano, La Rosa, M., van der Aalst, Wil & ter Hofstede, Arthur (2015). A recommendation system for predicting risks across multiple business process instances. Decision Support Systems, 69, 1-19.
de Leoni, Massimiliano, Maggi, Fabrizio & van der Aalst, Wil (2015). An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data. Information Systems, 47(1), 258-277.
Fahland, Dirk & van der Aalst, Wil (2015). Model repair – aligning process models to reality. Information Systems, 47, 220-243.
Favre, C., Fahland, Dirk & Völzer, H. (2015). The relationship between workflow graphs and free-choice workflow nets. Information Systems, 47, 197-219.
Kocielnik, Rafal & Sidorova, Natalia (2015). Personalized stress management : enabling stress monitoring with LifelogExplorer. KI – Künstliche Intelligenz, 29(2), 115-122.
Koschmider, A. & Reijers, Hajo (2015). Improving the process of process modelling by the use of domain process patterns. Enterprise Information Systems, 9(1), 29-57.
Lu, Xixi, Nagelkerke, M., Wiel, van de, D. & Fahland, Dirk (2015). Discovering interacting artifacts from ERP systems. IEEE Transactions on Services Computing, 8(6), 861-873.
Ly, L.T., Maggi, Fabrizio, Montali, M., Rinderle-Ma, S. & van der Aalst, Wil (2015). Compliance monitoring in business processes : functionalities, application, and tool-support. Information Systems, 54, 209-234.
Meyer, A., Pufahl, L., Batoulis, K., Fahland, Dirk & Weske, M.H. (2015). Automating data exchange in process choreographies. Information Systems, 53, 296-329.
Moreno-Montes de Oca, I., Snoeck, M., Reijers, Hajo & Rodríguez-Morffi, A. (2015). A systematic literature review of studies on business process modeling quality. Information and Software Technology, 58, 187-205.
Pinggera, J., Soffer, P., Fahland, Dirk, Weidlich, M., Zugal, S., Weber, B., Reijers, Hajo & Mendling, J. (2015). Styles in business process modeling: an exploration and a model. Software and Systems Modeling, 14(3), 1055-1080.
Rovani, M., Maggi, Fabrizio, de Leoni, Massimiliano, van der Aalst, Wil, Mans, Ronny & Pepino, A. (2015). Declarative process mining in healthcare. Expert Systems with Applications, 42(23), 9236-9251.
Suriadi, S., Ouyang, C., van der Aalst, Wil & ter Hofstede, Arthur (2015). Event interval analysis : Why do processes take time?. Decision Support Systems, 79, 77-98.
Tax, Niek, Bockting, S. & Hiemstra, D. (2015). A cross-benchmark comparison of 87 learning to rank methods. Information Processing & Management, 51(6), 757-772.
van der Aalst, Wil (2015). Business process management as the “Killer App” for Petri nets. Software and Systems Modeling, 14(2), 685-691.
Vanwersch, Rob, Shahzad, K., Vanderfeesten, Irene, Vanhaecht, K., Grefen, Paul, Pintelon, L.M., Mendling, J., Merode, van, G.G. & Reijers, Hajo (2015). A Critical Evaluation and Framework of Business Process Improvement Methods. Business & Information Systems Engineering : The International Journal of WIRTSCHAFTSINFORMATIK, 2015(6), 1-11.
Verdouw, C.N., Beulens, A.J.M., Reijers, Hajo & Vorst, van der, J.G.A.J. (2015). A control model for object virtualization in supply chain management. Computers in Industry, 68, 116-131.

Scientific not peer reviewed

van der Aalst, Wil, Zhao, J.L. & Wang, H. (2015). Editorial: “Business process intelligence : connecting data and processes”. ACM Transactions on Management Information Systems, 5(4), 18e-1/7.

Chapter

Scientific peer reviewed

van der Aalst, Wil (2015). Viewing the internet of events through a process lens. In L. Fischer (Ed.), BPM everywhere (pp. 213-221). (BPM and workflow handbook series). Lighthouse Point: Future Strategies.

Scientific not peer reviewed

Reijers, Hajo, Mendling, J. & Recker, J. (2015). Business process quality management. In M. Rosemann & J. Brocke, vom (Eds.), Handbook on Business Process Management 1 (pp. 167-185). (International Handbooks on Information Systems). Berlin: Springer.
van der Aalst, Wil (2015). Business process simulation survival guide. In M. Rosemann & J. Brocke, vom (Eds.), Handbook on Business Process Management 1 second ed. (pp. 337-370). (International Handbooks on Information Systems). Berlin: Springer.
van der Aalst, Wil, La Rosa, M., ter Hofstede, Arthur & Wynn, M.T. (2015). Liquid business process model collections. In D. Gianni, A. Tolk & A. D’Ambrogio (Eds.), Modeling and Simulation-Based Systems Engineering Handbook (pp. 401-423). (Engineering Management Book Series). Boca Raton: CRC Press.

Conference Contribution

Scientific peer reviewed

Bolt Iriondo, Alfredo José & van der Aalst, Wil (2015). Multidimensional process mining using process cubes. In K. Gaalouli, R. Schmidt, Q. Ma, S. Guerreiro & S. Nurcan (Eds.), Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings) (pp. 102-116). (Lecture Notes in Business Information Processing, No. 214). Berlin: Springer.
Di Ciccio, C., Schouten, M.H.M., de Leoni, Massimiliano & Mendling, J. (2015). Declarative process discovery with MINERful in ProM. In S. Zugal & F. Daniel (Eds.), Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 60-64). (CEUR Workshop Proceedings, No. 1418). Technische Universiteit Eindhoven.
Emens, R.D., Vanderfeesten, Irene & Reijers, Hajo (2015). The dynamic visualization of business process models : a prototype and evaluation. Proceedings of the 4th International Workshop on Theory and Application of Visualizations and Human-centric Aspects in Processes (TAProViz 2015) @BPM 2015, 31 august 2015, Innsbruck, Austria (Lecture Notes in Business Information Processing). Springer.
Gonzalez Lopez de Murillas, Eduardo, van der Aalst, Wil & Reijers, Hajo (2015). Process mining on databases: Unearthing historical data from redo logs. In H.R. Motahari-Nezhad, M. Weidlich & J. Recker (Eds.), Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 367-385). (Lecture Notes in Computer Science, No. 9253). Cham: Springer.
Gulden, J. & Reijers, Hajo (2015). Toward advanced visualization techniques for conceptual modeling. In K. Sandkuhl & J. Grabis (Eds.), Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering (Stockholm, Sweden, June 10, 2015) (pp. 33-40). (CEUR Workshop Proceedings, No. 1367). Aachen: CEUR-WS.org.
Hernández, S., van Zelst, Bas, Ezpeleta, J. & van der Aalst, Wil (2015). Handling big(ger) logs : connecting ProM 6 to Apache Hadoop. In S. Zugal & F. Daniel (Eds.), Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 80-84). (CEUR Workshop Proceedings, No. 1418). Technische Universiteit Eindhoven.
Ivanov, S.Y., Kalenkova, A.A. & van der Aalst, Wil (2015). BPMNDiffViz : a tool for BPMN models comparison. In S. Zugal & F. Daniel (Eds.), Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 35-39). (CEUR Workshop Proceedings, No. 1418). Technische Universiteit Eindhoven.
Jalali, A., Maggi, Fabrizio & Reijers, Hajo (2015). Enhancing aspect-oriented business process modeling with declarative rules. In P. Johannesson, M.L. Lee, Ó. Pastor López, A.L. Opdahl & S.W. Liddle (Eds.), Conceptual Modeling (34th International Conference, ER 2015, Stockholm, Sweden, October 19-22, 2015) (pp. 108-115). (Lecture Notes in Computer Science, No. 9381). Berlin: Springer.
Leemans, Sander (2015). Process discovery and exploration. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 582-585). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
Leemans, Sander, Fahland, Dirk & van der Aalst, Wil (2015). Exploring processes and deviations. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 304-316). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
Leemans, Sander, Fahland, Dirk & van der Aalst, Wil (2015). Scalable process discovery with guarantees. In K. Gaaloul, R. Schmidt, Q. Ma, S. Guerreiro & S. Nurcan (Eds.), Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings) (pp. 85-101). (Lecture Notes in Business Information Processing, No. 214). Berlin: Springer.
Lu, Xixi, Fahland, Dirk & van der Aalst, Wil (2015). Conformance checking based on partially ordered event data. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 75-88). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
Mannhardt, Felix, de Leoni, Massimiliano & Reijers, Hajo (2015). Extending process logs with events from supplementary sources. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 235-247). (202). Berlin: Springer.
Mannhardt, Felix, de Leoni, Massimiliano & Reijers, Hajo (2015). The Multi-perspective Process Explorer. In S. Zugal & F. Daniel (Eds.), Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 130-134). (CEUR Workshop Proceedings, No. 1418). Technische Universiteit Eindhoven.
Martjushev, J., Rantham Prabhakara, JC & van der Aalst, Wil (2015). Change point detection and dealing with gradual and multi-order dynamics in process mining. In M. Dumas & R. Matulevicius (Eds.), Perspectives in Business Informatics Research (14th International Conference, BIR 2015, Tartu, Estonia, August 26-28, 2015, Proceedings) (pp. 161-178). (Lecture Notes in Business Information Processing, No. 229). Springer.
Schunselaar, Dennis, Verbeek, Eric, Reijers, Hajo & van der Aalst, Wil (2015). YAWL in the cloud : supporting process sharing and variability. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 367-379). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
Schunselaar, Dennis, Verbeek, Eric, Reijers, Hajo & van der Aalst, Wil (2015). A structural model comparison for finding the best performing models in a collection. In H.R. Motahari-Nezhad, M. Weidlich & J. Recker (Eds.), Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 180-188). (Lecture Notes in Computer Science, No. 9253). Cham: Springer.
Schunselaar, Dennis, Leopold, H., Verbeek, Eric, van der Aalst, Wil & Reijers, Hajo (2015). Configuring configurable process models made easier: An automated approach. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 105-117). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
Splunter, van, S., Heidari, Farideh & Brazier, F.M.T. (2015). Enhancing participation through empowering actor autonomy in workflow management. 9th European Conference on IS Management and Evaluation (ECIME 2015, Bristol, UK, September 21-22, 2015) Bristol, UK: acpi.
Tarhan, Ayça, Türetken, Oktay & Reijers, Hajo (2015). Do mature business processes lead to improved performance? : a review of literature for empirical evidence. Proceedings of the 23rd European Conference on Information Systems (ECIS 2015), 26-29 May 2015, Munster, Germany (pp. 1-16). Munster, Germany: Association for Information Systems.
van der Aa, Han, Leopold, H. & Reijers, Hajo (2015). Detecting inconsistencies between process models and textual descriptions. In H.R. Motahari-Nezhad, M. Weidlich & J. Recker (Eds.), Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 90-105). (Lecture Notes in Computer Science, No. 9253). Cham: Springer.
van der Aa, Han, Leopold, H., Mannhardt, Felix & Reijers, Hajo (2015). On the fragmentation of process information : challenges, solutions, and outlook. In K. Gaaloul, R. Schmidt, Q. Ma, S. Guerreiro & S. Nurcan (Eds.), Enterprise, Business-Process and Information Systems Modeling (16th International Conference, BPMDS 2015, 20th International Conference, EMMSAD 2015, Held at CAiSE 2015, Stockholm, Sweden, June 8-9, 2015, Proceedings) (pp. 3-18). (Lecture Notes in Business Information Processing, No. 214). Berlin: Springer.
van der Aalst, Wil, Guo, Shengnan & Gorissen, Pierre (2015). Comparative process mining in education : an approach based on process cubes. In P. Ceravolo, P. Cudre-Mauroux & R. Accorsi (Eds.), Data-Driven Process Discovery and Analysis (Third IFIP WG 2.6, 2.12 International Symposium, SIMPDA 2013, Riva del Garda, Italy, August 30, 2013, Revised Selected Papers) (pp. 110-134). (Lecture Notes in Business Information Processing, No. 203). Berlin: Springer.
van der Aalst, Wil, Kalenkova, A.A., Verbeek, Eric & Rubin, V.A. (2015). Process discovery using localized events. In A. Valmari & R. Devillers (Eds.), Application and Theory of Petri Nets and Concurrency (36th International Conference, Petri Nets 2015, Brussels, Belgium, June 21-26, 2015) (pp. 287-308). (Lecture Notes in Computer Science, No. 9115). Berlin: Springer.
van der Aalst, Wil (2015). Big software on the run : in vivo software analytics based on process mining (keynote). 2015 International Conference on Software and System Process (ICSSP’15, Tallinn, Estonia, August 24-26, 2015) (pp. 1-5). New York: ACM.
van der Aalst, Wil, Low, W.Z., Wynn, M.T. & ter Hofstede, Arthur (2015). Change your history : learning from event logs to improve processes. 2015 IEEE 19th International Conference on Computer Supported Cooperative Work in Design (CSCWD’15, Calabria, Italy, May 6-8, 2015) (pp. 7-12). Piscataway: IEEE.
van der Werf, Jan Martijn & Verbeek, Eric (2015). Online compliance monitoring of service landscapes. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 89-95). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
van Dongen, Boudewijn & Shabaninejad, Shiva (2015). Relational XES: Data management for process mining. In K. Sandkuhl & J. Grabis (Eds.), Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering (Stockholm, Sweden, June 10, 2015) (pp. 169-176). (CEUR Workshop Proceedings, No. 1367). Aachen: CEUR-WS.org.
van Eck, Maikel, Lu, Xixi, Leemans, Sander & van der Aalst, Wil (2015). PM2 : a process mining project methodology. In J. Zdravkovic, P. Johannesson & M. Kirikova (Eds.), Advanced Information Systems (27th International Conference, CAiSE 2015, Stockholm, Sweden, June 8-12, 2015. Proceedings) (pp. 297-313). (Lecture Notes in Computer Science, No. 9097). Berlin: Springer.
van Eck, Maikel, Buijs, Joos & van Dongen, Boudewijn (2015). Genetic process mining : alignment-based process model mutation. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 291-303). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.
van Eck, Maikel, Sidorova, Natalia & van der Aalst, Wil (2015). KPI-based activity planning for people working in flexible processes. In K. Sandkuhl & J. Grabis (Eds.), Proceedings of the CAiSE 2015 Forum at the 27th International Conference on Advanced Information Systems Engineering (Stockholm, Sweden, June 10, 2015) (pp. 97-104). (CEUR Workshop Proceedings, No. 1367). Aachen: CEUR-WS.org.
van Zelst, Bas, van Dongen, Boudewijn & van der Aalst, Wil (2015). Know what you stream : generating event streams from CPN Models in ProM 6. In S. Zugal & F. Daniel (Eds.), Proceedings of the Demo Session of the 13th International Conference on Business Process Management (BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 85-89). (CEUR Workshop Proceedings, No. 1418). Technische Universiteit Eindhoven.
van Zelst, Bas, van Dongen, Boudewijn & van der Aalst, Wil (2015). Avoiding over-fitting in ILP-based process discovery. In H.R. Motahari-Nezhad, M. Weidlich & J. Recker (Eds.), Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 163-171). (Lecture Notes in Computer Science, No. 9253). Cham: Springer.
van Zelst, Bas, van Dongen, Boudewijn & van der Aalst, Wil (2015). ILP-based process discovery using hybrid regions. In W.M.P. Aalst, van der, J. Carmona & R. Bergenthum (Eds.), Algorithms & Theories for the Analysis of Event Data (ATAED’15, Brussels, Belgium, June 22-23, 2015) (pp. 47-61). (CEUR Workshop Proceedings, No. 1371). Aachen: CEUR-WS.org.
Vanwersch, Rob, Vanderfeesten, Irene, Rietzschel, E.F. & Reijers, Hajo (2015). Improving business processes : does anybody have an idea?. In H.R. Motahari-Nezhad, M. Weidlich & J. Recker (Eds.), Business Process Management (13th International Conference, BPM 2015, Innsbruck, Austria, August 31-September 3, 2015) (pp. 3-18). (Lecture Notes in Computer Science, No. 9253). Springer.
Verbeek, Eric & van der Aalst, Wil (2015). Decomposed process mining : the ILP case. In J. Mendling & F. Fournier (Eds.), Business Process Management Workshops (BPM 2014 International Workshops, Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers) (pp. 264-276). (Lecture Notes in Business Information Processing, No. 202). Berlin: Springer.