Survey on handwriting-based personality trait identification

K Chaudhari, A Thakkar - Expert systems with applications, 2019 - Elsevier
Personality is a combination of various characteristics and qualities of an individual. It may
be affected by the growth and evolution of one's values, attributes, relationships with the …

Detection and classification of psychopathic personality trait from social media text using deep learning model

J Asghar, S Akbar, MZ Asghar, B Ahmad… - … Methods in Medicine, 2021 - Wiley Online Library
Nowadays, there is a digital era, where social media sites like Facebook, Google, Twitter,
and YouTube are used by the majority of people, generating a lot of textual content. The …

A hybrid CNN-LSTM model for psychopathic class detection from tweeter users

FM Alotaibi, MZ Asghar, S Ahmad - Cognitive Computation, 2021 - Springer
In today's digital era, the use of online social media networks, such as Google, YouTube,
Facebook, and Twitter, permits people to generate a massive amount of textual content. The …

A framework for determining the big five personality traits using machine learning classification through graphology

Samsuryadi, R Kurniawan, J Supardi… - Journal of Electrical …, 2023 - Wiley Online Library
Along with the progress of the times, the development of graphology has changed towards
computerization. The fundamental problem in automated graphology is how to determine …

Automatic personality prediction: an enhanced method using ensemble modeling

M Ramezani, MR Feizi-Derakhshi, MA Balafar… - Neural Computing and …, 2022 - Springer
Human personality is significantly represented by those words which he/she uses in his/her
speech or writing. As a consequence of spreading the information infrastructures …

Personality features identification from handwriting using convolutional neural networks

SH Fatimah, EC Djamal, R Ilyas… - 2019 4th International …, 2019 - ieeexplore.ieee.org
Many evidence suggested that one's personality can be seen from his/her handwritten
scratches, using Graphology analysis. Graphology consists of two techniques, structural and …

Personality traits identification through handwriting analysis

T Mekhaznia, C Djeddi, S Sarkar - Mediterranean conference on pattern …, 2020 - Springer
Personality traits are of paramount importance in identifying the human's behavior. They
represent a useful information source for forensic control, recruitment profiling, medical …

[PDF][PDF] Automated handwriting analysis based on pattern recognition: A survey

RK Samsuryadi, FS Mohamad - Indonesian Journal of Electrical …, 2021 - academia.edu
This paper discusses a pattern recognition point of view, in which different stages are
described. The stages of study are data collection and preprocessing technique, feature …

Applying deep neural networks for predicting dark triad personality trait of online users

H Ahmad, A Arif, AM Khattak, A Habib… - 2020 International …, 2020 - ieeexplore.ieee.org
In the recent times, the social networking sites act as a rich source of information, which is
shared among online users, who post comments and express their opinions in the form of …

Handwriting analysis for personality trait features identification using CNN

D Alamsyah, W Widhiarso… - … Conference on Data …, 2022 - ieeexplore.ieee.org
Handwriting analysis is an approach to get information through the handwriting. It extremely
useful information, for instance in personality traits identification. The information came from …