Emotion and sentiment analysis from Twitter text

K Sailunaz, R Alhajj - Journal of computational science, 2019 - Elsevier
Online social networks have emerged as new platform that provide an arena for people to
share their views and perspectives on different issues and subjects with their friends, family …

Digital data and personality: A systematic review and meta-analysis of human perception and computer prediction.

J Hinds, AN Joinson - Psychological bulletin, 2024 - psycnet.apa.org
In recent years, our increasing use of technology has resulted in the production of vast
amounts of data. Consequently, many researchers have analyzed digital data in attempt to …

A systematic literature review of personality trait classification from textual content

H Ahmad, MZ Asghar, AS Khan, A Habib - Open Computer Science, 2020 - degruyter.com
The day-to-day use of digital devices with Internet access, such as tablets and smartphones,
has increased exponentially in recent years and this has had a consequent effect on the …

Understanding characteristics of popular streamers on live streaming platforms: Evidence from Twitch. tv

K Zhao, Y Hu, Y Hong, JC Westland - Journal of the Association for …, 2019 - papers.ssrn.com
Live streaming platforms such as Twitch and Periscope have become some of the most
popular synchronous social networking services. In order to attract viewers, streamers are …

A hybrid deep learning technique for personality trait classification from text

H Ahmad, MU Asghar, MZ Asghar, A Khan… - IEEE …, 2021 - ieeexplore.ieee.org
Recently, Cognitive-based Sentiment Analysis with emphasis on automatic detection of user
behaviour, such as personality traits, based on online social media text has gained a lot of …

Emotional community detection in social networks

A Kanavos, I Perikos, I Hatzilygeroudis… - Computers & Electrical …, 2018 - Elsevier
It is vastly acknowledged that analyzing social networks is a very challenging research area.
Take as a striking example the organization of vertices in clusters, with many edges joining …

Using textual data for personality prediction: a machine learning approach

AV Kunte, S Panicker - 2019 4th international conference on …, 2019 - ieeexplore.ieee.org
Personality is an important parameter as it differentiates various individuals from one
another. Personality prediction is an evergreen area of research. Predicting personality with …

My tweets bring all the traits to the yard: Predicting personality and relational traits in Online Social Networks

D Karanatsiou, P Sermpezis, D Gruda… - ACM Transactions on …, 2022 - dl.acm.org
Users in Online Social Networks (OSNs,) leave traces that reflect their personality
characteristics. The study of these traces is important for several fields, such as social …

Decoding gender on social networks: An in-depth analysis of language in online discussions using natural language processing and machine learning

G Vonitsanos, A Kanavos… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In today's digital era, the internet is an indispensable platform for self-expression, facilitating
communication, idea sharing, and community formation. Language, a pivotal tool in these …

T-PCCE: twitter personality based communicative communities extraction system for big data

E Kafeza, A Kanavos, C Makris… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The identification of social media communities has recently been of major concern, since
users participating in such communities can contribute to viral marketing campaigns. In this …