Styles in business process modeling: an exploration and a model

Aguilar, E., Ruiz, F., García, F., Piattini, M.: Evaluation measures for business process models. In: Proceedings of the SAC ’06, pp. 1567–1568 (2006)

Becker, J., Rosemann, M., von Uthmann, C.: Guidelines of business process modeling. In: Proceedings of the BPM, vol. 1806 of LNCS, pp. 241–262. Springer (2000)

Brooks, R.: Towards a theory of the cognitive processes in computer programming. Int. J. Man-Mach. Stud. 9, 737–751 (1977)

Cant, S., Jeffery, D., Henderson-Sellers, B.: A conceptual model of cognitive complexity of elements of the programming process. Inf Softw Technol 37(7), 351–362 (1995)

Cardoso, J.: Business process control-flow complexity: metric, evaluation, and validation. Int. J. Web Serv. Res. 5(2), 49–76 (2008)

Claes, J., Vanderfeesten, I.T.P., Reijers, H.A., Pinggera, J., Weidlich, M., Zugal, S., Fahland, D., Weber, B., Mendling, J., Poels, G.: Tying process model quality to the modeling process: the impact of structuring, movement, and speed. In: Proceedings of the BPM ’12, pp. 33–48 (2012)

Crapo, A.W., Waisel, L.B., Wallace, W.A., Willemain, T.R.: Visualization and the process of modeling: a cognitive-theoretic view. In: Proceedings of the KDD ’00, pp. 218–226 (2000)

Frederiks, P., Weide, T.: Information modeling: the process and the required competencies of its participants. Data Knowl. Eng. 58(1), 4–20 (2006)

Gray, P.: Psychology. Worth Publishers, UK (2007)

Gruhn, V., Laue, R.: Complexity metrics for business process models. In: Proceedings of the ICBIS ’10, pp. 1–12 (2006)

Guindon, R.: Designing the design process: exploiting opportunistic thoughts. Hum.-Comput. Interact. 5(2), 305–344 (1990)

Guindon, R., Curtis, B.: Control of cognitive processes during software design: what tools are needed?. In: Proceedings of the CHI ’88, pp. 263–268 (1988)

Hamerly, G., Elkan, C.: Alternatives to the k-means algorithm that find better clusterings. In: Proceedings of the CIKM ’02, pp. 600–607 (2002)

Hoppenbrouwers, S., Proper, H., Weide, T.: A fundamental view on the process of conceptual modeling. In: Proceedings of the ER ’05, pp. 128–143 (2005)

Krogstie, J., Sindre, G., Jørgensen, H.: Process models representing knowledge for action: a revised quality framework. EJIS 15(1), 91–102 (2006)

Larkin, J.H., Simon, H.A.: Why a diagram is (sometimes) worth ten thousand words. Cogn. Sci. 11(1), 65–100 (1987)

Lindland, O.I., Sindre, G., Sølvberg, A.: Understanding quality in conceptual modeling. IEEE Softw. 11(2), 42–49 (1994)

MacQueen, J.: Some methods of classification and analysis of multivariate observations. In: Proceedings of the Berkeley Symposium on Mathemtical Statistics and Probability, pp. 281–297 (1967)

McCracken, M.W.: Models of designing: understanding software engineering education from the bottom up. In: Proceedings of the CSEET ’02, pp. 55–63, (2002)

Mendling, J.: Metrics for process models: empirical foundations of verification, error prediction, and guidelines for correctness. Springer (2008)

Mendling, J., Reijers, H.A., Cardoso, J.: What makes process models understandable? In: Proceedings of the BPM ’07, pp. 48–63 (2007)

Mendling, J., Reijers, H.A., van der Aalst, W.M.P.: Seven process modeling guidelines (7PMG). Inf. Softw. Technol. 52(2), 127–136 (2010)

Mendling, J., Verbeek, H., van Dongen, B., van der Aalst, W., Neumann, G.: Detection and prediction of errors in EPCs of the SAP reference model. Data Knowl. Eng. 64(1), 312–329 (2008)

Miller, G.: The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychol. Rev. 63, 81–97 (1956)

Moody, D.L.: Theoretical and practical issues in evaluating the quality of conceptual models: current state and future directions. Data Knowl. Eng. 55(3), 243–276 (2005)

Moody, D.L.: The “physics” of notations: toward a scientific basis for constructing visual notations in software engineering. IEEE Trans. Softw. Eng. 35(6), 756–779 (2009)

Morris, W.T.: On the art of modeling. Manag. Sci. 13(12), B-707–B-717 (1967)

Newell, A.: Unified Theories of Cognition. Harvard University Press, Cambridge (1990)

Newell, A., Simon, H.: Human Problem Solving. Prentice Hall, Englewood Cliffs (1972)

Paas, F., Renkl, A., Sweller, J.: Cognitive load theory and instructional design: recent developments. Educ. Psychol. 38(1), 1–4 (2003)

Paas, F., Tuovinen, J.E., Tabbers, H., Gerven, P.W.M.V.: Cognitive load measurement as a means to advance cognitive load theory. Educ. Psychol. 38(1), 63–71 (2003)

Petre, M.: Why looking isn’t always seeing: readership skills and graphical programming. Commun. ACM, 38(6), 33–44 (1995)

Pinggera, J., Furtner, M., Martini, M., Sachse, P., Reiter, K., Zugal, S., Weber, B.: Investigating the process of process modeling with eye movement analysis. In: Proceedings of the ER-BPM ’12, pp. 438–450 (2013)

Pinggera, J., Soffer, P., Zugal, S., Weber, B., Weidlich, M., Fahland, D., Reijers, H.A., Mendling, J.: Modeling styles in business process modeling. In: Proceedings of the BPMDS ’12, pp. 151–166 (2012)

Pinggera, J., Zugal, S., Weber, B.: Investigating the process of process modeling with cheetah experimental platform. In: Proceedings of the ER-POIS’10, pp. 13–18 (2010)

Pinggera, J., Zugal, S., Weber, B., Fahland, D., Weidlich, M., Mendling, J., Reijers, H.: How the structuring of domain knowledge can help casual process modelers. In: Proceedings of the ER ’10, pp. 445–451 (2010)

Pinggera, J., Zugal, S., Weidlich, M., Fahland, D., Weber, B., Mendling, J., Reijers, H.A.: Tracing the process of process modeling with modeling phase diagrams. In: Proceedings of the ER-BPM ’11, pp. 370–382 (2012)

Reijers, H., Mendling, J.: A study into the factors that influence the understandability of business process models. IEEE Trans. Syst. Man Cybern. Part A 41(3), 449–462 (2011)

Rittgen, P.: Negotiating models. In: Proceedings of the CAiSE ’07, pp. 561–573 (2007)

Rolón, E., Cardoso, J., García, F., Ruiz, F., Piattini, M.: Analysis and validation of control-flow complexity measures with bpmn process models. Enterp. Bus.-Process Inf. Syst. Model. 29, 58–70 (2009)

Shanteau, J.: How much information does an expert use? Is it relevant? Acta Psychol. 81(1), 75–86 (1992)

Siau, K., Rossi, M.: Evaluation techniques for systems analysis and design modelling methods-a review and comparative analysis. Inf. Syst. J. 21(3), 249–268 (2011)

Soffer, P., Kaner, M., Wand, Y.: Towards understanding the process of process modeling: theoretical and empirical considerations. In: Proceedings of the ER-BPM ’11, pp. 357–369 (2011)

Stirna, J., Persson, A., Sandkuhl, K.: Participative enterprise modeling: experiences and recommendations. In: Proceedings of the CAiSE ’07, pp. 546–560 (2007)

Sweller, J.: Cognitive load during problem solving: effects on learning. Cogn. Sci. 12(2), 257–285 (1988)

Tegarden, D.P., Sheetz, S.D.: Cognitive activities in OO development. Int. J. Human-Comput. Stud. 54, 779–798 (2001)

Tracz, W.: Computer programming and the human thought process. Softw. Pract. Exp. 9(2), 127–137 (1979)

Van der Aalst, W., Ter Hofstede, A.: Verification of workflow task structures: a petri-net-baset approach. Inf. Syst. 25(1), 43–69 (2000)

van der Aalst, W., ter Hofstede, A., Kiepuszewski, B., Barros, A.: Workflow patterns. Distrib. Parallel Databases 14, 5–51 (2003)

Willemain, T.R.: Model formulation: what experts think about and when. Oper. Res. 43(6), 916–932 (1995)

Zugal, S., Pinggera, J., Mendling, J., Reijers, H., Weber, B.: Assessing the impact of hierarchy on model understandability—a cognitive perspective. In: Proceedings of the EESSMod ’11, pp. 123–133 (2011)

Zugal, S., Pinggera, J., Reijers, H., Reichert, M.U., Weber, B.: Making the case for measuring mental effort. In: Proceedings of the EESSMod ’12, pp. 37–42 (2012)

Zugal, S., Pinggera, J., Weber, B.: Assessing process models with cognitive psychology. In: Proceedings of the EMISA ’11, pp. 177–182 (2011)

Zugal, S., Soffer, P., Pinggera, J., Weber, B.: Expressiveness and understandability considerations of hierarchy in declarative business process models. In: Proceedings of the BPMDS ’12, pp. 167–181 (2012)