Robin Kraft

Robin Kraft studierte Medieninformatik an der Universität Ulm und schloss seinen Master im Jahr 2017 erfolgreich ab. Seine Forschung und Projekte sind im Bereich E-Health an der Schnittstelle zwischen Informatik, Psychologie und Medizin angesiedelt.

Forschungsinteressen

Mobile Crowdsensing (MCS)
Ecological Momentary Assessment (EMA)
eHealth & mHealth
Smart Sensing
Geospatial Data

Projekte

Track Your Tinnitus
eSano

Publikationen

| 2022 | 2021 | 2020 | 2019 | 2018 |

2022

Idrees, Abdul Rahman and Kraft, Robin and Pryss, Rüdiger and Reichert, Manfred and Nguyen, Tran and Stenzel, Lena and Baumeister, Harald (2022) Backend Concept of the eSano eHealth Platform for Internet- and Mobile-based Interventions. In: eHPWAS'22 , Thessaloniki, Greece, 10 October 2022, IEEE Xplore.

Kraft, Robin and Hofmann, Fabian and Reichert, Manfred and Pryss, Rüdiger (2022) Dealing With Inaccurate Sensor Data in the Context of Mobile Crowdsensing and mHealth. IEEE Journal of Biomedical and Health Informatics, 26(11): 5439-5449, IEEE, https://doi.org/10.1109/JBHI.2022.3198254.

Shahania, Saijal and Unnikrishnan, Vishnu and Pryss, Rüdiger and Kraft, Robin and Schobel, Johannes and Hannemann, Ronny and Schlee, Winny and Spiliopoulou, Myra (2022) Predicting Ecological Momentary Assessments in an App for Tinnitus by Learning From Each User's Stream With a Contextual Multi-Armed Bandit. Frontiers in Neuroscience, Vol. 16, https://doi.org/10.3389/fnins.2022.836834.

2021

Baumeister, Harald and Bauereiss, Natalie and Zarski, Anna-Carlotta and Braun, Lina and Buntrock, Claudia and Hoherz, Christian and Idrees, Abdul Rahman and Kraft, Robin and Meyer, Pauline and Nguyen, Tran Bao Dat and Pryss, Rüdiger and Reichert, Manfred and Sextl, Theresa and Steinhoff, Maria and Stenzel, Lena and Steubl, Lena and Terhorst, Yannik and Titzler, Ingrid and Ebert, David Daniel (2021) Clinical and Cost-Effectiveness of PSYCHOnlineTHERAPY: Study Protocol of a Multicenter Blended Outpatient Psychotherapy Cluster Randomized Controlled Trial for Patients With Depressive and Anxiety Disorders. Frontiers in Psychiatry, Frontiers, Vol. 12, 660534.

Idrees, Abdul Rahman and Kraft, Robin and Pryss, Rüdiger and Reichert, Manfred and Baumeister, Harald (2021) Literature-based requirements analysis review of persuasive systems design for mental health applications. In: 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021)) , Leuven, Belgium, 9-12 August 2021, Procedia Computer Science, Elsevier. (Accepted for Publication)

Kraft, Robin and Idrees, Abdul Rahman and Stenzel, Lena and Nguyen, Tran and Reichert, Manfred and Pryss, Rüdiger and Baumeister, Harald (2021) eSano An eHealth Platform for Internet- and Mobile-based Interventions. In: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021), Virtual, November 1 5, 2021, IEEE Xplore, pp. 1997-2002.

Kraft, Robin and Reichert, Manfred and Pryss, Rüdiger (2021) Towards the Interpretation of Sound Measurements from Smartphones Collected with Mobile Crowdsensing in the Healthcare Domain: An Experiment with Android Devices. Sensors, 22(1): 170, MDPI, https://doi.org/10.3390/s22010170.

2020

Kraft, Robin and Schlee, Winfried and Stach, Michael and Reichert, Manfred and Langguth, Berthold and Baumeister, Harald and Probst, Thomas and Hannemann, Ronny and Pryss, Rüdiger (2020) Combining Mobile Crowdsensing and Ecological Momentary Assessments in the Healthcare Domain. Frontiers in Neuroscience , Vol. 14, pp. 164, 10.3389/fnins.2020.00164.

Kraft, Robin and Birk, Ferdinand and Reichert, Manfred and Deshpande, Aniruddha and Schlee, Winfried and Langguth, Berthold and Baumeister, Harald and Probst, Thomas and Spiliopoulou, Myra and Pryss, Rüdiger (2020) Efficient Processing of Geospatial mHealth Data Using a Scalable Crowdsensing Platform. Sensors, 20(3456), MDPI, 10.3390/s20123456.

Kraft, Robin and Stach, Michael and Reichert, Manfred and Schlee, Winfried and Probst, Thomas and Langguth, Berthold and Schickler, Marc and Baumeister, Harald and Pryss, Rüdiger (2020) Comprehensive insights into the TrackYourTinnitus database. In: 17th International Conference on Mobile Systems and Pervasive Computing (MobiSPC), Leuven, Belgium, 9-12 August 2020, Procedia Computer Science 175, Elsevier , pp. 28-35.

Stach, Michael and Kraft, Robin and Probst, Thomas and Messner, Eva-Maria and Terhorst, Yannik and Baumeister, Harald and Schickler, Marc and Reichert, Manfred and Sander, Lasse Bosse and Pryss, Rüdiger (2020) Mobile Health App Database - A Repository for Quality Ratings of mHealth Apps. In: 33rd IEEE International Symposium on Computer-Based Medical Systems (CBMS 2020), Rochester, MN, USA, 28-30 July 2020, IEEE Computer Society Press, Vol. , pp. 427-432.

Stach, Michael and Kraft, Robin and Probst, Thomas and Messner, Eva-Maria and Terhorst, Yannik and Baumeister, Harald and Schickler, Marc and Reichert, Manfred and Sander, Lasse Bosse and Pryss, Rüdiger (2020) Mobile Health App Database - A Repository for Quality Ratings of mHealth Apps. In: IEEE 33rd Int'l Symposium on Computer-Based Medical Systems (CBMS 2020), Rochester, MN, USA, 28-30 July 2020, IEEE Digital Libary, Vol. , pp. 427-432.

2019

Baumeister, Harald and Kraft, Robin and Baumel, Amit and Pryss, Rüdiger and Messner, Eva-Maria (2019) Persuasive E-Health Design for Behavior Change. Studies in Neuroscience, Psychology and Behavioral Economics, Springer, In: Digital Phenotyping and Mobile Sensing. pp. 261-276.

Kraft, Robin and Birk, Ferdinand and Reichert, Manfred and Deshpande, Aniruddha and Schlee, Winfried and Langguth, Berthold and Baumeister, Harald and Probst, Thomas and Spiliopoulou, Myra and Pryss, Rüdiger (2019) Design and Implementation of a Scalable Crowdsensing Platform for Geospatial Data of Tinnitus Patients. In: 32nd IEEE CBMS International Symposium on Computer-Based Medical Systems (CBMS 2019), Cordoba, 5-7 June 2019, IEEE Computer Society Press, pp. 294-299.

Pryss, Rüdiger and John, Dennis and Reichert, Manfred and Hoppenstedt, Burkhard and Schmid, Lukas and Schlee, Winfried and Spiliopolou, Myra and Schobel, Johannes and Kraft, Robin and Schickler, Marc and Langguth, Berthold and Probst, Thomas (2019) Machine Learning Findings on Geospatial Data of Users from the TrackYourStress mHealth Crowdsensing Platform. In: IEEE 20th International Conference on Information Reuse and Integration for Data Science (IRI 2019), Los Angeles, California, USA, July 30 - August 1, 2019, IEEE Computer Society Press, pp. 350-355.

Pryss, Rüdiger and Kraft, Robin and Baumeister, Harald and Winkler, Jens and Probst, Thomas and Reichert, Manfred and Langguth, Berthold and Spiliopoulou, Myra and Schlee, Winfried (2019) Using Chatbots to Support Medical and Psychological Treatment Procedures: Challenges, Opportunities, Technologies, Reference Architecture. Springer, In: Digital Phenotyping and Mobile Sensing. Studies in Neuroscience, Psychology and Behavioral Economics. pp. 249-260.

Pryss, Rüdiger and John, Dennis and Schlee, Winfried and Schlotz, Wolff and Schobel, Johannes and Kraft, Robin and Spiliopoulou, Myra and Langguth, Berthold and Reichert, Manfred and P'Rourke, Teresa and Peters, Henning and Pieh , Christoph and Lahmann, Claas and Probst, Thomas (2019) Exploring the Time Trend of Stress Levels While Using the Crowdsensing Mobile Health Platform, TrackYourStress, and the Influence of Perceived Stress Reactivity: Ecological Momentary Assessment Pilot Study. JMIR Mhealth and Uhealth, 7(10): e13978, 10.2196/13978.

Schlee, Winfried and Kraft, Robin and Schobel, Johannes and Langguth, Berthold and Probst, Thomas and Neff, Patrick and Reichert, Manfred and Pryss, Rüdiger (2019) Momentary Assessment of TinnitusHow Smart Mobile Applications Advance Our Understanding of Tinnitus. Studies in Neuroscience, Psychology and Behavioral Economics, Springer, In: Digital Phenotyping and Mobile Sensing. pp. 209-220.

2018

Muniandi, Lakshmi Prasath and Schlee, Winfried and Pryss, Rüdiger and Reichert, Manfred and Schobel, Johannes and Kraft, Robin and Spiliopoulou, Myra (2018) Finding Tinnitus Patients with Similar Evolution of Their Ecological Momentary Assessments. In: 31st IEEE International Symposium on Computer-Based Medical Systems (CBMS 2018), Karlstad, Sweden, June 18-21, 2018, IEEE Computer Society, pp. 112-117.