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Past researches show that personality trait is a strong predictor for ones academic performance. Today, mature and verified marker systems for assessing personality traits already exist. However, marker systems-based assessing methods have…

Human-Computer Interaction · Computer Science 2025-01-03 Chun-Hsiung Tseng , Hao-Chiang Koong Lin , Yung-Hui Chen , Jia-Rou Lin , Andrew Chih-Wei Huang

Studies have indicated that personality is related to achievement, and several personality assessment models have been developed. However, most are either questionnaires or based on marker systems, which entails limitations. We proposed a…

Human-Computer Interaction · Computer Science 2026-05-20 Chun-Hsiung Tseng , Hao-Chiang Koong Lin , Andrew Chih-Wei Huang , Jia-Rou Lin

This research work aims to study personality profiles and temperaments of Pakistani software engineering professors and students. In this survey we have collected personality profiles of 18 professors and 92 software engineering students.…

Software Engineering · Computer Science 2015-07-27 Arif Raza , Zaka-u-Mustafa , Luiz Fernando Capretz

Using the action sequence data (i.e., log data) from the problem-solving in technology-rich environments assessment on the 2012 Programme for the International Assessment of Adult Competencies survey, the current study examines the…

Applications · Statistics 2021-03-30 Susu Zhang , Xueying Tang , Qiwei He , Jingchen Liu , Zhiliang Ying

Basic personality traits are typically assessed through questionnaires. Here we consider phone-based metrics as a way to asses personality traits. We use data from smartphones with custom data-collection software distributed to 730…

Social and Information Networks · Computer Science 2018-03-06 Bjarke Mønsted , Anders Mollgaard , Joachim Mathiesen

There are repetitive patterns in strategies of manipulating source code. For example, modifying source code before acquiring knowledge of how a code works is a depth-first style and reading and understanding before modifying source code is…

Software Engineering · Computer Science 2016-12-01 Zahra Karimia , Ahmad Baraani-Dastjerdia , Nasser Ghasem-Aghaeea , Stefan Wagner

People spend considerable effort managing the impressions they give others. Social psychologists have shown that people manage these impressions differently depending upon their personality. Facebook and other social media provide a new…

Computer Vision and Pattern Recognition · Computer Science 2017-08-15 Cristina Segalin , Fabio Celli , Luca Polonio , Michal Kosinski , David Stillwell , Nicu Sebe , Marco Cristani , Bruno Lepri

The study explores the potential of AI technologies in personalized learning, suggesting the prediction of academic success through leadership personality traits and machine learning modelling. The primary data were obtained from 129…

Artificial Intelligence · Computer Science 2025-10-24 Nitsa J Herzog , Rejwan Bin Sulaiman , David J Herzog , Rose Fong

This paper investigates how accurately the prediction of being an introvert vs. extrovert can be made with less than ten predictors. The study is based on a previous data collection of 7161 respondents of a survey on 91 personality and 3…

Machine Learning · Computer Science 2020-03-04 Chaehan So

Effects of personality profiles and human factors in software engineering (SE) have been studied from different perspectives, such as: software life cycle, team performance, software quality attributes, and so on. This study intends to…

Software Engineering · Computer Science 2015-07-27 Arif Raza , Zaka-ul-Mustafa , Luiz Fernando Capretz

Dark personality traits have long been associated with antisocial and toxic online behaviors, yet their relationship with observable online activity remains unclear. We investigate the association between validated dark personality…

Computers and Society · Computer Science 2026-04-30 Aldo Cerulli , Benedetta Tessa , Giuseppe La Selva , Oronzo Mazzeo , Lorenzo Cima , Lucia Monacis , Stefano Cresci

This study aims to explore the associations between individuals' trust dynamics in automated/autonomous technologies and their personal characteristics, and to further examine whether personal characteristics can be used to predict a user's…

Human-Computer Interaction · Computer Science 2025-06-16 Hyesun Chung , X. Jessie Yang

In disentangling the heterogeneity observed in psychopathology, personality of the patients is considered crucial. While it has been demonstrated that personality traits are reflected in the language used by a patient, we hypothesize that…

Computation and Language · Computer Science 2023-11-08 Semere Kiros Bitew , Vincent Schelstraete , Klim Zaporojets , Kimberly Van Nieuwenhove , Reitske Meganck , Chris Develder

Psychology research findings suggest that personality is related to differences in friendship characteristics and that some personality traits correlate with linguistic behavior. In this paper, we investigate the influence that personality…

Social and Information Networks · Computer Science 2022-02-22 Jean Marie Tshimula , Belkacem Chikhaoui , Shengrui Wang

Individual differences in personality determine our preferences, traits and values, which should similarly hold for the way we express ourselves. With current advancements and transformations of technology and society, text-based…

Artificial Intelligence · Computer Science 2023-09-26 Atieh Kashani , Johannes Pfau , Magy Seif El-Nasr

Prior research has emphasised the importance of informal advice networks for knowledge sharing and peer learning. We use Social Network Analysis to detect individuals who play a strategic role in advice networks. Even if roles have been…

Physics and Society · Physics 2021-05-18 E. Battistoni , A. Fronzetti Colladon

Recent efforts to identify non-cognitive predictors of academic achievement have especially focused on self-constructs, whose measurement is concerned with a specific domain (e.g., mathematics). However, other important factors, such as…

Physics Education · Physics 2022-10-11 Jun Wu , Shuoli Qi , Yueshan Zhong

Using network analysis, psychologists have already found the nontrivial correlation between personality and social network structure. Despite the large amount of empirical studies, theoretical analysis and formal models behind such…

Social and Information Networks · Computer Science 2020-04-28 Heng-Chien Liou , Hung-Yun Hsieh

Detecting abnormal behaviors of students in time and providing personalized intervention and guidance at the early stage is important in educational management. Academic performance prediction is an important building block to enabling this…

Computers and Society · Computer Science 2019-03-19 Huaxiu Yao , Defu Lian , Yi Cao , Yifan Wu , Tao Zhou

Reliable building energy audits are crucial for efficiency through heat loss detection. While drones assist inspections, they overlook the interplay between personality traits, stress management, and operational strategies expert engineers…

Human-Computer Interaction · Computer Science 2025-04-11 Pengkun Liu , Pingbo Tang , Jiepeng Liu , Yu Hou
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