The 1st International PAKDD Workshop on Machine learning and Analytics for PSychology (MAPS 2025)
MAP 2025 will take place in Sydney, Australia, June 10-13 2025.
This workshop aims to foster interdisciplinary collaboration between the fields of data science and psychology, addressing the growing need for advanced computational methods in psychological research. The key objectives of the workshop include investigating the limitations for drawing conclusions from analyses of behavioral data to subjective experience, highlighting innovative applications of machine learning, data mining, and statistical modeling in understanding human behavior and cognition, promoting the integration of domain knowledge from psychology with advanced data science techniques to tackle complex research questions, and encouraging discussions on ethical considerations, reproducibility, and fairness in the analysis and interpretation of psychological data.