Who Is Behind the Model? Classifying Modelers Based on Pragmatic Model Features

[1]  J. G. Hollands,et al.  Engineering Psychology and Human Performance , 1984 .

[2]  Jan Mendling,et al.  An Empirical Review of the Connection Between Model Viewer Characteristics and the Comprehension of Conceptual Process Models , 2019, Inf. Syst. Frontiers.

[3]  Unhelkar Bhuvan,et al.  Big Data and Education , 2017 .

[4]  Paul W. P. J. Grefen,et al.  The Structured Process Modeling Method (SPMM) what is the best way for me to construct a process model? , 2017, Decis. Support Syst..

[5]  Daniel M. Berry,et al.  The impact of domain knowledge on the effectiveness of requirements engineering activities , 2016, Empirical Software Engineering.

[6]  K. Figl.  Comprehension of Procedural Visual Business Process Models , 2017, WI 2017.

[7]  Barbara Weber,et al.  How do humans inspect BPMN models: an exploratory study , 2016, Software & Systems Modeling.

[8]  Barbara Weber,et al.  The impact of working memory and the “process of process modelling” on model quality: Investigating experienced versus inexperienced modellers , 2016, Scientific Reports.

[9]  Barbara Weber,et al.  Detection and quantification of flow consistency in business process models , 2016, Software & Systems Modeling.

[10]  Jan Mendling,et al.  Styles in business process modeling: an exploration and a model , 2015, Software & Systems Modeling.

[11]  Pnina Soffer,et al.  Identifying and Quantifying Visual Layout Features of Business Process Models , 2015, BMMDS/EMMSAD.

[12]  Hajo A. Reijers,et al.  Improving the process of process modelling by the use of domain process patterns , 2015, Enterp. Inf. Syst..

[13]  Mark Strembeck,et al.  On the importance of flow direction in business process models , 2014, 2014 9th International Conference on Software Engineering and Applications (ICSOFT-EA).

[14]  Patty Kostkova,et al.  Modeling User Preferences in Recommender Systems , 2014, ACM Trans. Interact. Intell. Syst..

[15]  Hajo A. Reijers,et al.  A linear time layout algorithm for business process models , 2014, J. Vis. Lang. Comput..

[16]  Geert Poels,et al.  Visualizing the Process of Process Modeling with PPMCharts , 2012, Business Process Management Workshops.

[17]  Jan Recker,et al.  How novices design business processes , 2012, Inf. Syst..

[18]  John Krogstie,et al.  Model-Based Development and Evolution of Information Systems , 2012, Springer London.

[19]  Artem Polyvyanyy,et al.  Structuring process models , 2012 .

[20]  Yair Wand,et al.  Towards Understanding the Process of Process Modeling: Theoretical and Empirical Considerations , 2011, Business Process Management Workshops.

[21]  Andreas Oberweis,et al.  Recommendation-based editor for business process modeling , 2011, Data Knowl. Eng..

[22]  Jan Mendling,et al.  A Study Into the Factors That Influence the Understandability of Business Process Models , 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[23]  Marlon Dumas,et al.  Structuring acyclic process models , 2010, Inf. Syst..

[24]  Jan Mendling,et al.  Seven process modeling guidelines (7PMG) , 2010, Inf. Softw. Technol..

[25]  Peter Meso,et al.  The Effects of Decomposition Quality and Multiple Forms of Information on Novices' Understanding of a Domain from a Conceptual Model , 2008, J. Assoc. Inf. Syst..

[26]  Jana Koehler,et al.  Applying Patterns during Business Process Modeling , 2008, BPM.

[27]  Stefanie Rinderle-Ma,et al.  Change patterns and change support features - Enhancing flexibility in process-aware information systems , 2008, Data Knowl. Eng..

[28]  Christopher D. Manning,et al.  Introduction to information retrieval , 2008 .

[29]  Narasimha Bolloju,et al.  Assisting novice analysts in developing quality conceptual models with UML , 2006, CACM.

[30]  Eibe Frank,et al.  Logistic Model Trees , 2003, Machine Learning.

[31]  Guang-Bin Huang,et al.  Learning capability and storage capacity of two-hidden-layer feedforward networks , 2003, IEEE Trans. Neural Networks.

[32]  Thomas G. Dietterich.  What is machine learning? , 2020, Archives of Disease in Childhood.

[33]  Marian Petre,et al.  Why looking isn't always seeing: readership skills and graphical programming , 1995, CACM.

[34]  Dinesh Batra,et al.  Conceptual Data Modelling in Database Design: Similarities and Differences between Expert and Novice Designers , 1992, Int. J. Man Mach. Stud..

[35]  Kurt Hornik,et al.  Approximation capabilities of multilayer feedforward networks , 1991, Neural Networks.

[36]  Dorothea P. Simon,et al.  Expert and Novice Performance in Solving Physics Problems , 1980, Science.

[37]  K. Figl.  Comprehension of Procedural Visual Business Process Models - A Literature Review , 2017, Bus. Inf. Syst. Eng..

[38]  René Riedl,et al.  Fundamentals of NeuroIS , 2016, Studies in Neuroscience, Psychology and Behavioral Economics.

[39]  B. Weber.  The Process of Process Modeling , 2014, INFORSID.

[40]  John Krogstie,et al.  Quality of Models , 2012 .

[41]  Barbara Weber,et al.  Investigating the Process of Process Modeling with Cheetah Experimental Platform , 2010, ER-POIS@CAiSE.

[42]  Peter Fettke,et al.  How Conceptual Modeling Is Used , 2009, Commun. Assoc. Inf. Syst..

[43]  L. Breiman.  Random Forests , 2001, Machine Learning.

[44]  Karl Rihaczek,et al.  1. WHAT IS DATA MINING? , 2019, Data Mining for the Social Sciences.

[45]  John C. Platt,et al.  Fast Training of Support Vector Machines using Sequential Minimal Optimization , 2000 .

[46]  Alberto Maria Segre,et al.  Programs for Machine Learning , 1994 .

[47]  C. Wickens.  Engineering psychology and human performance, 2nd ed. , 1992 .