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CONSCIOUS - COgnitive NeuroSCIence and psychOlogy in bUSiness process modeling

Project Description

Myriads of complex biological and cognitive processes are taking place in the brain of a human. Moreover, the human brain is inundated with information stemming from the perceived environment. Whether conscious or subconscious, these internal processes finally conclude the behavior of human decision making and define our further actions. Despite the importance of this behavior, our knowledge about human decision making as well as corresponding perception is still at the beginning.

In the domain of process modeling, the application of cognitive neuroscience and psychology entails auspicious prospects. Taking the comprehension of process models into account, we developed a conceptual framework that incorporates methods and theories from these two disciplines as basic pillars thereof. The objective of CONSCIOUS is to foster the comprehensibility of process models with a particular focus on the

  • improvement of statistical and empirical evaluations existing in this context,
  • identification of rules on how to foster process model comprehension,
  • categorization (e.g., level of complexity or construct-related similarities) of process models based on experimental data, and
  • provision of directives towards creating better readable process models.

To tackle this challenge, we conduct a series of experiment taking advantages of different concepts from cognitive neuroscience and psychology. These concepts include, inter alia, the use as well as measurement of

  • the eye movements and pupil dilation via eye tracking
  • the electrodermal activity (EDA), to get insights regarding the skin conductance, response, reflex
  • the cognitive load theory referring to the mental workload being used by the working memory





Project Team

Îçҹ̽»¨
Opens internal link in current windowMichael Zimoch
Îçҹ̽»¨, Institute of Databases and Information Systems
Opens internal link in current windowDr. Rüdiger Pryss
Îçҹ̽»¨, Institute of Databases and Information Systems
Opens internal link in current windowProf. Dr. Manfred Reichert
Îçҹ̽»¨, Institute of Databases and Information Systems
Georg-August-Universität Göttingen
Opens internal link in current windowDr. Thomas Probst
Georg-August-Universität Göttingen, Clinical Psychology and Psychotherapy
University of Regensburg

University of Regensburg, Department of Psychiatry and Psychotherapy

Duration

The CONSCIOUS project has been running since 2016.

Publications

| 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2014 |

2021

Winter, Michael and Pryss, Rüdiger and Probst, Thomas and Baß, Julia and Reichert, Manfred (2021) IEEE Transactions on Cognitive and Developmental Systems, 10.1109/TCDS.2020.3032730. (Accepted for Publication)
Winter, Michael and Pryss, Rüdiger and Probst, Thomas and Reichert, Manfred (2021) Brain Sciences, 11(1), MDPI.
Winter, Michael and Pryss, Rüdiger and Fink, Matthias and Reichert, Manfred (2021) arXiv.

2020

Winter, Michael and Pryss, Rüdiger and Probst, Thomas and Reichert, Manfred (2020) JMIR Serious Games, 8(1), JMIR Serious Games, 10.2196/15374.
Winter, Michael and Pryss, Rüdiger and Probst, Thomas and Reichert, Manfred (2020) Sensors, 20(4561), MDPI, 10.3390/s20164561.

2019

Tallon, Miles and Winter, Michael and Pryss, Rüdiger and Rakoczy, Katrin and Reichert, Manfred and Greenlee, Mark W. and Frick, Ulrich (2019) Expert Systems with Applications, Elsevier, Vol. 136, pp. 145-158.
Winter, Michael and Pryss, Rüdiger and Reichert, Manfred (2019) In: Demo Track of the 17th Int Conference on Service-Oriented Computing (ICSOC 2019), Toulouse, France, October 28 -31, 2019.

2018

Zimoch, Michael and Pryss, Rüdiger and Layher, Georg and Neumann, Heiko and Probst, Thomas and Schlee, Winfried and Reichert, Manfred (2018) In: International Conference on Cognitive Computing (ICCC'2018), Seattle, LNCS 10971, Springer, pp. 155-163.
Zimoch, Michael and Pryss, Rüdiger and Probst, Thomas and Schlee, Winfried and Reichert, Manfred (2018) In: Int Workshop Series on Social and Human Aspects of Business Process Management, BPM 2018 Workshops, Sydney, Australia, September 2018, LNBIP 342, Springer, pp. 133-145.

2017

Zimoch, Michael and Pryss, Rüdiger and Probst, Thomas and Schlee, Winfried and Reichert, Manfred (2017) In: 30th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2017), Thessaloniki, Greece, June 22 - 24, 2017, IEEE Computer Society Press, pp. 167-168.
Zimoch, Michael and Pryss, Rüdiger and Probst, Thomas and Schlee, Winfred and Reichert, Manfred (2017) In: 18th Int'l Conference on Business Process Modeling, Development, and Support (BPMDS 2017), Essen, Germany, 12-13 June 2017, LNBIP 287, Springer, pp. 137-152.
Zimoch, Michael and Pryss, Rüdiger and Schobel, Johannes and Reichert, Manfred (2017) In: 18th Int'l Conference on Business Process Modeling, Development, and Support (BPMDS 2017), Essen, Germany, 12-13 June 2017, LNBIP 287, Springer, pp. 153-168.
Zimoch, Michael and Pryss, Rüdiger and Probst, Thomas and Schlee, Winfried and Layher, Georg and Neumann, Heiko and Reichert, Manfred (2017) In: 19th European Conference on Eye Movements (ECEM'17), Wuppertal, Germany.
Zimoch, Michael and Mohring, Tim and Pryss, Rüdiger and Probst, Thomas and Schlee, Winfried and Reichert, Manfred (2017) In: 1st Workshop on Cognitive Business Process Management (CBPM’17), BPM 2017 workshops, Barcelona, Spain, 11 September 2017, LNBIP 308, Springer, pp. 446-459.

2016

Zimoch, Michael and Kolb, Jens and Reichert, Manfred (2016) In: 17th Int'l Conference on Business Process Modeling, Development, and Support (BPMDS'16), Ljubljana, Slovenia, 13-14 June 2016, LNBIP 248, Springer, pp. 97-112.

2014

Kolb, Jens and Zimoch, Michael and Weber, Barbara and Reichert, Manfred (2014) In: 29th Symposium On Applied Computing (SAC 2014), Enterprise Engineering Track, Gyeongju, South Korea, 24-28 March, 2014, ACM Press, pp. 1364-1370.

Master & Bachelor Theses

| 2022 | 2021 | 2020 | 2015 | 2012 |

2022

Güleroglu, Ayse (2022) Bachelor thesis, Îçҹ̽»¨.
Kretschmann, Kai (2022) Master thesis, Institute of Databases and Information Systems.
Loth, Florian (2022) Master thesis, Îçҹ̽»¨.
Möller, maximilian (2022) Master thesis, Îçҹ̽»¨.

2021

Bredemeyer, Cynthia Natascha (2021) Master thesis, Institute of Clinical Epidemiology and Biometry.
Bühler, Jana (2021) Master thesis, Îçҹ̽»¨.
Huynh, Misam (2021) Master thesis, Îçҹ̽»¨.
Schlüter, Miriam (2021) Bachelor thesis, Îçҹ̽»¨.
Waldow, Daria (2021) Bachelor thesis, Îçҹ̽»¨.

2020

Spitzer, Carina (2020) Master thesis, Îçҹ̽»¨.

2015

Zimoch, Michael (2015) Master thesis, Îçҹ̽»¨.

2012

Zimoch, Michael (2012) Bachelor thesis, Îçҹ̽»¨.