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2017 | OriginalPaper | Chapter

Cognitive Insights into Business Process Model Comprehension: Preliminary Results for Experienced and Inexperienced Individuals

Authors : Michael Zimoch, Rüdiger Pryss, Thomas Probst, Winfried Schlee, Manfred Reichert

Published in: Enterprise, Business-Process and Information Systems Modeling

Publisher: Springer International Publishing

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Abstract

Process modeling constitutes a fundamental task in the context of process-aware information systems. Besides process model creation, the reading and understanding of process models is of utmost importance. To better understand the latter, we have developed a conceptual framework focusing on the comprehension of business process models. By adopting concepts from cognitive neuroscience and psychology, the paper presents initial results from a series of eye tracking experiments on process model comprehension. The results indicate that experiences with process modeling have an influence on overall model comprehension. In turn, with increasing process model complexity, individuals with either no or advanced expertise in process modeling do not significantly differ with respect to process model comprehension. The results further indicate that both groups face similar challenges in reading and comprehending process models. The conceptual framework takes these results into account and provides the basis for the further experiments.

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Literature
1.
go back to reference Ottensooser, A., Fekete, A., Reijers, H.A., Mendling, J., Meicstas, C.: Making sense of business process descriptions: an experimental comparison of graphical and textual notations. J. Syst. Softw. 85, 596–606 (2012)CrossRef Ottensooser, A., Fekete, A., Reijers, H.A., Mendling, J., Meicstas, C.: Making sense of business process descriptions: an experimental comparison of graphical and textual notations. J. Syst. Softw. 85, 596–606 (2012)CrossRef
2.
go back to reference Schultheiss, L.A., Heiliger, E.: Techniques of flow-charting. In: Proceedings of the 1963 Clinic on Library Applications of Data Processeing, pp. 62–78 (1963) Schultheiss, L.A., Heiliger, E.: Techniques of flow-charting. In: Proceedings of the 1963 Clinic on Library Applications of Data Processeing, pp. 62–78 (1963)
4.
go back to reference van der Aalst, W.M.P.: Formalization and verification of event-driven process chains. Inf. Softw. Technol. 41, 639–650 (1999) van der Aalst, W.M.P.: Formalization and verification of event-driven process chains. Inf. Softw. Technol. 41, 639–650 (1999)
5.
go back to reference Wilson, J.A.: Gantt charts: a centenary appreciation. Eur. J. Oper. Res. 149, 430–437 (2003)CrossRef Wilson, J.A.: Gantt charts: a centenary appreciation. Eur. J. Oper. Res. 149, 430–437 (2003)CrossRef
6.
go back to reference Johansson, L.O., Wärja, M., Carlsson, S.: An evaluation of business process model techniques, using moody’ quality criterion for a good diagram. In: CEUR Workshop Proceedings, vol. 963 (2012) Johansson, L.O., Wärja, M., Carlsson, S.: An evaluation of business process model techniques, using moody’ quality criterion for a good diagram. In: CEUR Workshop Proceedings, vol. 963 (2012)
7.
go back to reference Figl, K., Recker, J.: Exploring cognitive style and task-specific preferences for process representations. Requirements Eng. 21, 63–85 (2014)CrossRef Figl, K., Recker, J.: Exploring cognitive style and task-specific preferences for process representations. Requirements Eng. 21, 63–85 (2014)CrossRef
8.
go back to reference Indulska, M., Green, P., Recker, J., Rosemann, M.: Business process modeling: perceived benefits. In: Laender, A.H.F., Castano, S., Dayal, U., Casati, F., Oliveira, J.P.M. (eds.) ER 2009. LNCS, vol. 5829, pp. 458–471. Springer, Heidelberg (2009). doi:10.1007/978-3-642-04840-1_34 CrossRef Indulska, M., Green, P., Recker, J., Rosemann, M.: Business process modeling: perceived benefits. In: Laender, A.H.F., Castano, S., Dayal, U., Casati, F., Oliveira, J.P.M. (eds.) ER 2009. LNCS, vol. 5829, pp. 458–471. Springer, Heidelberg (2009). doi:10.​1007/​978-3-642-04840-1_​34 CrossRef
9.
go back to reference Mendling, J., Reijers, H.A., van der Aalst, W.M.: Seven process modeling guidelines (7PMG). Inf. Softw. Technol. 52, 127–136 (2010)CrossRef Mendling, J., Reijers, H.A., van der Aalst, W.M.: Seven process modeling guidelines (7PMG). Inf. Softw. Technol. 52, 127–136 (2010)CrossRef
10.
go back to reference Baars, B.J., Gage, N.M.: Cognition, Brain, and Consciousness: Introduction to Cognitive Neuroscience. Academic Press, London (2010) Baars, B.J., Gage, N.M.: Cognition, Brain, and Consciousness: Introduction to Cognitive Neuroscience. Academic Press, London (2010)
11.
go back to reference Anderson, J.R.: Cognitive Psychology and its Implications. WH Freeman/Times Books/Henry Holt & Co, San Francisco (1990) Anderson, J.R.: Cognitive Psychology and its Implications. WH Freeman/Times Books/Henry Holt & Co, San Francisco (1990)
12.
go back to reference Weber, B., Reichert, M., Mendling, J., Reijers, H.A.: Refactoring large process model repositories. Comput. Ind. 62, 467–486 (2011)CrossRef Weber, B., Reichert, M., Mendling, J., Reijers, H.A.: Refactoring large process model repositories. Comput. Ind. 62, 467–486 (2011)CrossRef
13.
go back to reference Mendling, J.: Metrics for Process Models: Empirical Foundations of Verifiation, Error Prediction, and Guidelines for Correctness. Springer, Heidelberg (2008) Mendling, J.: Metrics for Process Models: Empirical Foundations of Verifiation, Error Prediction, and Guidelines for Correctness. Springer, Heidelberg (2008)
14.
go back to reference Majaranta, P.: Gaze Interaction and Applications of Eye Tracking: Advances in Assistive Technologies. IGI Global, Hershey (2011) Majaranta, P.: Gaze Interaction and Applications of Eye Tracking: Advances in Assistive Technologies. IGI Global, Hershey (2011)
15.
go back to reference Salvucci, D.D., Goldberg, J.H.: Identifying fixations and saccades in eye-tracking protocols. In: Proceedings of the 2000 Symposium on Eye Tracking Research and Application, pp. 71–78 (2000) Salvucci, D.D., Goldberg, J.H.: Identifying fixations and saccades in eye-tracking protocols. In: Proceedings of the 2000 Symposium on Eye Tracking Research and Application, pp. 71–78 (2000)
16.
go back to reference Wohlin, C., Runeson, P., Höst, M., Ohlsson, M.C., Regnell, B., Wesslen, A.: Experimentation in Software Engineering - An Introduction. Kluwer, Norwell (2000) Wohlin, C., Runeson, P., Höst, M., Ohlsson, M.C., Regnell, B., Wesslen, A.: Experimentation in Software Engineering - An Introduction. Kluwer, Norwell (2000)
18.
go back to reference Sirkin, M.: Statistics for the Social Sciences. vol. 3. Sage, Beverly Hills (2005) Sirkin, M.: Statistics for the Social Sciences. vol. 3. Sage, Beverly Hills (2005)
19.
go back to reference Zimoch, M., Kolb, J., Reichert, M.: Considering social distance as an influence factor in the process of process modeling. In: Schmidt, R., Guédria, W., Bider, I., Guerreiro, S. (eds.) BPMDS/EMMSAD -2016. LNBIP, vol. 248, pp. 97–112. Springer, Cham (2016). doi:10.1007/978-3-319-39429-9_7 Zimoch, M., Kolb, J., Reichert, M.: Considering social distance as an influence factor in the process of process modeling. In: Schmidt, R., Guédria, W., Bider, I., Guerreiro, S. (eds.) BPMDS/EMMSAD -2016. LNBIP, vol. 248, pp. 97–112. Springer, Cham (2016). doi:10.​1007/​978-3-319-39429-9_​7
20.
go back to reference Kiepuszewski, B., Hofstede, A.H.M., Bussler, C.J.: On structured workflow modelling. In: Wangler, B., Bergman, L. (eds.) CAiSE 2000. LNCS, vol. 1789, pp. 431–445. Springer, Heidelberg (2000). doi:10.1007/3-540-45140-4_29 CrossRef Kiepuszewski, B., Hofstede, A.H.M., Bussler, C.J.: On structured workflow modelling. In: Wangler, B., Bergman, L. (eds.) CAiSE 2000. LNCS, vol. 1789, pp. 431–445. Springer, Heidelberg (2000). doi:10.​1007/​3-540-45140-4_​29 CrossRef
21.
go back to reference Melcher, J., Mendling, J., Reijers, H.A., Seese, D.: On measuring the understandability of process models. In: Rinderle-Ma, S., Sadiq, S., Leymann, F. (eds.) BPM 2009. LNBIP, vol. 43, pp. 465–476. Springer, Heidelberg (2010). doi:10.1007/978-3-642-12186-9_44 CrossRef Melcher, J., Mendling, J., Reijers, H.A., Seese, D.: On measuring the understandability of process models. In: Rinderle-Ma, S., Sadiq, S., Leymann, F. (eds.) BPM 2009. LNBIP, vol. 43, pp. 465–476. Springer, Heidelberg (2010). doi:10.​1007/​978-3-642-12186-9_​44 CrossRef
22.
go back to reference Mendling, J., Reijers, H.A., Cardoso, J.: What makes process models understandable? In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 48–63. Springer, Heidelberg (2007). doi:10.1007/978-3-540-75183-0_4 CrossRef Mendling, J., Reijers, H.A., Cardoso, J.: What makes process models understandable? In: Alonso, G., Dadam, P., Rosemann, M. (eds.) BPM 2007. LNCS, vol. 4714, pp. 48–63. Springer, Heidelberg (2007). doi:10.​1007/​978-3-540-75183-0_​4 CrossRef
23.
go back to reference Reijers, H.A., Mendling, J.: Modularity in process models: review and effects. In: Proceedings of the 5th International Conference on Business Process Management, pp. 20–35 (2008) Reijers, H.A., Mendling, J.: Modularity in process models: review and effects. In: Proceedings of the 5th International Conference on Business Process Management, pp. 20–35 (2008)
24.
go back to reference Mendling, J., Strembeck, M., Recker, J.: Factors of process model comprehension- findings from a series of experiments. Decis. Support Syst. 53, 195–206 (2012)CrossRef Mendling, J., Strembeck, M., Recker, J.: Factors of process model comprehension- findings from a series of experiments. Decis. Support Syst. 53, 195–206 (2012)CrossRef
25.
go back to reference Moody, D.L.: Cognitive load effects on end user understanding of conceptual models: an experimental analysis. In: Benczúr, A., Demetrovics, J., Gottlob, G. (eds.) ADBIS 2004. LNCS, vol. 3255, pp. 129–143. Springer, Heidelberg (2004). doi:10.1007/978-3-540-30204-9_9 CrossRef Moody, D.L.: Cognitive load effects on end user understanding of conceptual models: an experimental analysis. In: Benczúr, A., Demetrovics, J., Gottlob, G. (eds.) ADBIS 2004. LNCS, vol. 3255, pp. 129–143. Springer, Heidelberg (2004). doi:10.​1007/​978-3-540-30204-9_​9 CrossRef
27.
go back to reference Moody, D.: The “Physics” of notations: toward a scientific basis for constructing visual notations in software engineering. Trans. Softw. Eng. 35, 756–779 (2009) Moody, D.: The “Physics” of notations: toward a scientific basis for constructing visual notations in software engineering. Trans. Softw. Eng. 35, 756–779 (2009)
28.
go back to reference Linden, D., Zamansky, A., Hadar, I.: How cognitively effective is a visual notation? On the inherent difficulty of operationalizing the physics of notations. In: Schmidt, R., Guédria, W., Bider, I., Guerreiro, S. (eds.) BPMDS/EMMSAD -2016. LNBIP, vol. 248, pp. 448–462. Springer, Cham (2016). doi:10.1007/978-3-319-39429-9_28 Linden, D., Zamansky, A., Hadar, I.: How cognitively effective is a visual notation? On the inherent difficulty of operationalizing the physics of notations. In: Schmidt, R., Guédria, W., Bider, I., Guerreiro, S. (eds.) BPMDS/EMMSAD -2016. LNBIP, vol. 248, pp. 448–462. Springer, Cham (2016). doi:10.​1007/​978-3-319-39429-9_​28
29.
go back to reference Mele, M.L., Federici, S.: Gaze and eye-tracking solutions for psychological research. Cogn. Process. 13, 261–265 (2012)CrossRef Mele, M.L., Federici, S.: Gaze and eye-tracking solutions for psychological research. Cogn. Process. 13, 261–265 (2012)CrossRef
30.
go back to reference Jacob, R.J.K., Karn, K.S.: Eye tracking in human-computer interaction and usability research: ready to deliver the promises. In: Mind, vol. 2 (2003) Jacob, R.J.K., Karn, K.S.: Eye tracking in human-computer interaction and usability research: ready to deliver the promises. In: Mind, vol. 2 (2003)
31.
go back to reference Dobesova, Z., Malcik, M.: Workflow diagrams and pupil dilatation in eye tracking testing. In: Proceedings of 13th International Conference on EMER eLearning Technology and Application, pp. 59–64 (2015) Dobesova, Z., Malcik, M.: Workflow diagrams and pupil dilatation in eye tracking testing. In: Proceedings of 13th International Conference on EMER eLearning Technology and Application, pp. 59–64 (2015)
32.
go back to reference Hogrebe, F., Gehrke, N., Nüttgens, M.: Eye tracking experiments in business process modeling: agenda setting and proof of concept. In: Proceedings of 4th International Workshop on Enterprise Modelling and Information Systems Architectures, pp. 183–188 (2011) Hogrebe, F., Gehrke, N., Nüttgens, M.: Eye tracking experiments in business process modeling: agenda setting and proof of concept. In: Proceedings of 4th International Workshop on Enterprise Modelling and Information Systems Architectures, pp. 183–188 (2011)
33.
go back to reference Petrusel, R., Mendling, J.: Eye-tracking the factors of process model comprehension tasks. In: Proceedings of 25th International Conference on Advance Information System Engineering, pp. 224–239 (2013) Petrusel, R., Mendling, J.: Eye-tracking the factors of process model comprehension tasks. In: Proceedings of 25th International Conference on Advance Information System Engineering, pp. 224–239 (2013)
34.
go back to reference Martini, M., Pinggera, J., Neurauter, M., Sachse, P., Furtner, M., Weber, B.: The impact of working memory and the process of process modelling on model quality: investigating experienced versus inexperienced modellers. In: Scientific Reports, vol. 6 (2016) Martini, M., Pinggera, J., Neurauter, M., Sachse, P., Furtner, M., Weber, B.: The impact of working memory and the process of process modelling on model quality: investigating experienced versus inexperienced modellers. In: Scientific Reports, vol. 6 (2016)
35.
go back to reference Weber, B., Pinggera, J., Neurauter, M., Zugal, S., Martini, M., Furtner, M., Sachse, P., Schnitzer, D.: Fixation patterns during process model creation: initial steps toward neuro-adaptive process modeling environments. In: Proceedings 49th International Conference on System Sciences, pp. 600–609 (2016) Weber, B., Pinggera, J., Neurauter, M., Zugal, S., Martini, M., Furtner, M., Sachse, P., Schnitzer, D.: Fixation patterns during process model creation: initial steps toward neuro-adaptive process modeling environments. In: Proceedings 49th International Conference on System Sciences, pp. 600–609 (2016)
Metadata
Title
Cognitive Insights into Business Process Model Comprehension: Preliminary Results for Experienced and Inexperienced Individuals
Authors
Michael Zimoch
Rüdiger Pryss
Thomas Probst
Winfried Schlee
Manfred Reichert
Copyright Year
2017
DOI
https://doi.org/10.1007/978-3-319-59466-8_9

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