Twenty Years of Personality Computing: Threats, Challenges and Future Directions
Celli, Fabio, Kartelj, Aleksandar, Đorđević, Miljan, Suhartono, Derwin, Filipović, Vladimir, Milutinović, Veljko, Spathoulas, Georgios, Vinciarelli, Alessandro, Kosinski, Michal, Lepri, Bruno
–arXiv.org Artificial Intelligence
Personality Computing is a field at the intersection of Personality Psychology and Computer Science. Started in 2005, research in the field utilizes computational methods to understand and predict human personality traits. The expansion of the field has been very rapid and, by analyzing digital footprints (text, images, social media, etc.), it helped to develop systems that recognize and even replicate human personality. While offering promising applications in talent recruiting, marketing and healthcare, the ethical implications of Personality Computing are significant. Concerns include data privacy, algorithmic bias, and the potential for manipulation by personality-aware Artificial Intelligence. This paper provides an overview of the field, explores key methodologies, discusses the challenges and threats, and outlines potential future directions for responsible development and deployment of Personality Computing technologies.
arXiv.org Artificial Intelligence
Mar-3-2025
- Country:
- North America
- United States
- Hawaii (0.04)
- Texas > Travis County
- Austin (0.04)
- Oregon > Multnomah County
- Portland (0.04)
- New York > New York County
- New York City (0.04)
- Louisiana > Orleans Parish
- New Orleans (0.04)
- Florida > Miami-Dade County
- Miami (0.04)
- California
- Mexico > Mexico City
- Mexico City (0.04)
- United States
- Europe
- Norway (0.04)
- Switzerland (0.04)
- United Kingdom > England
- Oxfordshire > Oxford (0.04)
- Cambridgeshire > Cambridge (0.04)
- Serbia > Central Serbia
- Belgrade (0.05)
- Italy > Trentino-Alto Adige/Südtirol
- Trentino Province > Trento (0.04)
- Germany
- Rhineland-Palatinate > Landau (0.04)
- North Rhine-Westphalia > Düsseldorf Region
- Düsseldorf (0.04)
- Bavaria > Upper Bavaria
- Munich (0.04)
- Denmark > North Jutland
- Aalborg (0.04)
- Asia
- Middle East > Jordan (0.04)
- Thailand > Bangkok
- Bangkok (0.04)
- Japan > Honshū
- Kantō > Tokyo Metropolis Prefecture > Tokyo (0.14)
- Indonesia
- Java > Jakarta
- Jakarta (0.04)
- Borneo > Kalimantan
- East Kalimantan > Nusantara (0.04)
- Java > Jakarta
- China > Shaanxi Province
- Xi'an (0.04)
- North America
- Genre:
- Research Report > New Finding (1.00)
- Overview (1.00)
- Industry:
- Media (1.00)
- Law Enforcement & Public Safety (1.00)
- Government (1.00)
- Education (1.00)
- Leisure & Entertainment (0.92)
- Information Technology
- Services (1.00)
- Security & Privacy (1.00)
- Health & Medicine > Therapeutic Area
- Psychiatry/Psychology (1.00)
- Technology:
- Information Technology
- Security & Privacy (1.00)
- Information Management (1.00)
- Human Computer Interaction > Interfaces (1.00)
- Data Science > Data Mining (1.00)
- Communications > Social Media (1.00)
- Artificial Intelligence
- Vision (1.00)
- Natural Language (1.00)
- Cognitive Science > Emotion (1.00)
- Representation & Reasoning
- Personal Assistant Systems (1.00)
- Agents (0.68)
- Machine Learning
- Neural Networks > Deep Learning (1.00)
- Statistical Learning > Regression (0.93)
- Performance Analysis > Accuracy (0.93)
- Learning Graphical Models (0.67)
- Information Technology