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Clemens Stachl
Clemens Stachl
Institute of Behavioral Science and Technology, University of St. Gallen
Verifierad e-postadress på unisg.ch - Startsida
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Predicting personality from patterns of behavior collected with smartphones
C Stachl, Q Au, R Schoedel, SD Gosling, GM Harari, D Buschek, ...
Proceedings of the National Academy of Sciences 117 (30), 17680-17687, 2020
329*2020
Sensing sociability: Individual differences in young adults’ conversation, calling, texting, and app use behaviors in daily life.
GM Harari, SR Müller, C Stachl, R Wang, W Wang, M Bühner, ...
Journal of personality and social psychology 119 (1), 204, 2020
1672020
Personality traits predict smartphone usage
C Stachl, S Hilbert, JQ Au, D Buschek, A De Luca, B Bischl, H Hussmann, ...
European Journal of Personality 31 (6), 701-722, 2017
1592017
Personality research and assessment in the era of machine learning
C Stachl, F Pargent, S Hilbert, GM Harari, R Schoedel, S Vaid, SD Gosling, ...
European Journal of Personality 34 (5), 613-631, 2020
1332020
Bottom-up and top-down: Predicting personality with psycholinguistic and language model features
Y Mehta, S Fatehi, A Kazameini, C Stachl, E Cambria, S Eetemadi
2020 IEEE international conference on data mining (ICDM), 1184-1189, 2020
1212020
Developing a personality model for speech-based conversational agents using the psycholexical approach
ST Völkel, R Schödel, D Buschek, C Stachl, V Winterhalter, M Bühner, ...
Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020
682020
Age and gender in language, emoji, and emoticon usage in instant messages
TK Koch, P Romero, C Stachl
Computers in Human Behavior 126, 106990, 2022
622022
Personality sensing for theory development and assessment in the digital age
GM Harari, SS Vaid, SR Müller, C Stachl, Z Marrero, R Schoedel, ...
European Journal of Personality 34 (5), 649-669, 2020
602020
Digital footprints of sensation seeking
R Schoedel, Q Au, ST Völkel, F Lehmann, D Becker, M Bühner, B Bischl, ...
Zeitschrift für Psychologie, 2019
572019
To challenge the morning lark and the night owl: Using smartphone sensing data to investigate day–night behaviour patterns
R Schoedel, F Pargent, Q Au, ST Völkel, T Schuwerk, M Bühner, C Stachl
European Journal of Personality 34 (5), 733-752, 2020
542020
Grouped feature importance and combined features effect plot
Q Au, J Herbinger, C Stachl, B Bischl, G Casalicchio
Data Mining and Knowledge Discovery 36 (4), 1401-1450, 2022
392022
How to e-mental health: a guideline for researchers and practitioners using digital technology in the context of mental health
C Seiferth, L Vogel, B Aas, I Brandhorst, P Carlbring, A Conzelmann, ...
Nature Mental Health 1 (8), 542-554, 2023
382023
Machine learning for the educational sciences
S Hilbert, S Coors, E Kraus, B Bischl, A Lindl, M Frei, J Wild, S Krauss, ...
Review of Education 9 (3), e3310, 2021
372021
Computational personality assessment
C Stachl, RL Boyd, KT Horstmann, P Khambatta, SC Matz, GM Harari
Personality Science 2 (1), e6115, 2021
36*2021
Best practices in supervised machine learning: A tutorial for psychologists
F Pargent, R Schoedel, C Stachl
Advances in Methods and Practices in Psychological Science 6 (3 …, 2023
312023
Multilabel classification with R package mlr
P Probst, Q Au, G Casalicchio, C Stachl, B Bischl
arXiv preprint arXiv:1703.08991, 2017
312017
Enter the wild: Autistic traits and their relationship to mentalizing and social interaction in everyday life
T Schuwerk, LJ Kaltefleiter, JQ Au, A Hoesl, C Stachl
Journal of Autism and Developmental Disorders 49, 4193-4208, 2019
282019
Analyzing GPS data for psychological research: a tutorial
SR Müller, JB Bayer, MQ Ross, J Mount, C Stachl, GM Harari, YJ Chang, ...
Advances in Methods and Practices in Psychological Science 5 (2 …, 2022
242022
Opportunities and challenges of utilizing personality traits for personalization in HCI
ST Völkel, R Schödel, D Buschek, C Stachl, Q Au, B Bischl, M Bühner, ...
Personalized Human-Computer Interaction, 31, 2019
232019
Your data, your vis: Personalizing personal data visualizations
H Schneider, K Schauer, C Stachl, A Butz
Human-Computer Interaction–INTERACT 2017: 16th IFIP TC 13 International …, 2017
202017
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Artiklar 1–20