Recent trends in deep learning based personality detection

Y Mehta, N Majumder, A Gelbukh… - Artificial Intelligence …, 2020 - Springer
Recently, the automatic prediction of personality traits has received a lot of attention.
Specifically, personality trait prediction from multimodal data has emerged as a hot topic …

Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis

D Azucar, D Marengo, M Settanni - Personality and individual differences, 2018 - Elsevier
The growing use of social media among Internet users produces a vast and new source of
user generated ecological data, such as textual posts and images, which can be collected …

A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks

D Antonakaki, P Fragopoulou, S Ioannidis - Expert systems with …, 2021 - Elsevier
Twitter is the third most popular worldwide Online Social Network (OSN) after Facebook and
Instagram. Compared to other OSNs, it has a simple data model and a straightforward data …

[HTML][HTML] Customer experience management in the age of big data analytics: A strategic framework

M Holmlund, Y Van Vaerenbergh, R Ciuchita… - Journal of Business …, 2020 - Elsevier
Customer experience (CX) has emerged as a sustainable source of competitive
differentiation. Recent developments in big data analytics (BDA) have exposed possibilities …

The four dimensions of social network analysis: An overview of research methods, applications, and software tools

D Camacho, A Panizo-LLedot, G Bello-Orgaz… - Information …, 2020 - Elsevier
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …

The role of user profiles for fake news detection

K Shu, X Zhou, S Wang, R Zafarani, H Liu - Proceedings of the 2019 …, 2019 - dl.acm.org
Consuming news from social media is becoming increasingly popular. Social media
appeals to users due to its fast dissemination of information, low cost, and easy access …

Beyond binary labels: political ideology prediction of twitter users

D Preoţiuc-Pietro, Y Liu, D Hopkins… - Proceedings of the 55th …, 2017 - aclanthology.org
Automatic political orientation prediction from social media posts has to date proven
successful only in distinguishing between publicly declared liberals and conservatives in the …

A sentiment-aware deep learning approach for personality detection from text

Z Ren, Q Shen, X Diao, H Xu - Information Processing & Management, 2021 - Elsevier
Personality detection based on user-generated text content analysis has a significant impact
on information science, for instance, information seeking. Existing deep learning-based …

Personality predictions based on user behavior on the facebook social media platform

MM Tadesse, H Lin, B Xu, L Yang - IEEE Access, 2018 - ieeexplore.ieee.org
With the development of social networks, a large variety of approaches have been
developed to define users' personalities based on their social activities and language use …

A survey of sentiment analysis from social media data

K Chakraborty, S Bhattacharyya… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the current era of automation, machines are constantly being channelized to provide
accurate interpretations of what people express on social media. The human race nowadays …