Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach

Andrea  Burattin; M. Kaiser; Manuel Neurauter; Barbara Weber

doi:10.1007/978-3-319-58457-7_34

Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach

Andrea Burattin, M. Kaiser, Manuel Neurauter, Barbara Weber

Department of Applied Mathematics and Computer Science

University of Innsbruck

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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Abstract

Research on the process of process modeling (PPM) studies how process models are created. It typically uses the logs of the interactions with the modeling tool to assess the modeler’s behavior. In this paper we suggest to introduce an additional stream of data (i.e., eye tracking) to improve the analysis of the PPM. We show that, by exploiting this additional source of information, we can refine the detection of comprehension phases (introducing activities such as “semantic validation” or “ problem understanding”) as well as provide more exploratory visualizations (e.g., combined modeling phase diagram, heat maps, fixations distributions) both static and dynamic (i.e., movies with the evolution of the model and eye tracking data on top).

Original language	English
Title of host publication	Business Process Management Workshops
Editors	Marlon Dumas, Marcelo Fantinato
Publisher	Springer
Publication date	2017
Pages	461-473
ISBN (Print)	978-3-319-58457-7
DOIs	https://doi.org/10.1007/978-3-319-58457-7_34
Publication status	Published - 2017
Event	14th Conference in the Field of Business Process Management - Othon Palace Rio Hotel , Rio de Janeiro, Brazil Duration: 18 Sept 2016 → 22 Sept 2016 Conference number: 14

Conference

Conference	14th Conference in the Field of Business Process Management
Number	14
Location	Othon Palace Rio Hotel
Country/Territory	Brazil
City	Rio de Janeiro
Period	18/09/2016 → 22/09/2016

Series	Lecture Notes in Business Information Processing
Volume	281
ISSN	1865-1348

Keywords

Process of Process Modeling
Eye Tracking
Modeling Phase Diagram

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10.1007/978-3-319-58457-7_34

2016 taproviz 2Accepted author manuscript, 1.56 MB

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title = "Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach",

abstract = "Research on the process of process modeling (PPM) studies how process models are created. It typically uses the logs of the interactions with the modeling tool to assess the modeler{\textquoteright}s behavior. In this paper we suggest to introduce an additional stream of data (i.e., eye tracking) to improve the analysis of the PPM. We show that, by exploiting this additional source of information, we can refine the detection of comprehension phases (introducing activities such as “semantic validation” or “ problem understanding”) as well as provide more exploratory visualizations (e.g., combined modeling phase diagram, heat maps, fixations distributions) both static and dynamic (i.e., movies with the evolution of the model and eye tracking data on top).",

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pages = "461--473",

editor = "Marlon Dumas and Marcelo Fantinato",

booktitle = "Business Process Management Workshops",

note = "14th Conference in the Field of Business Process Management, BPM 2016 ; Conference date: 18-09-2016 Through 22-09-2016",

}

Burattin, A, Kaiser, M, Neurauter, M & Weber, B 2017, Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach. in M Dumas & M Fantinato (eds), Business Process Management Workshops. Springer, Lecture Notes in Business Information Processing, vol. 281, pp. 461-473, 14th Conference in the Field of Business Process Management, Rio de Janeiro, Brazil, 18/09/2016. https://doi.org/10.1007/978-3-319-58457-7_34

Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach. / Burattin, Andrea ; Kaiser, M.; Neurauter, Manuel et al.
Business Process Management Workshops. ed. / Marlon Dumas; Marcelo Fantinato. Springer, 2017. p. 461-473 (Lecture Notes in Business Information Processing, Vol. 281).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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ER -

Eye Tracking Meets the Process of Process Modeling: a Visual Analytic Approach

Abstract

Conference

Keywords

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