Emotion and personality analysis and detection using natural language processing, advances, challenges and future scope

F Safari, A Chalechale - Artificial Intelligence Review, 2023 - Springer
Emotion detection from text is a relatively new sub-field of artificial intelligence closely
related to Sentiment Analysis (SA). SA detects positive, neutral, or negative emotions in text …

Framework for personalized chronic pain management: Harnessing AI and personality insights for effective care

A Kumar, R Seewal, D Jain… - Journal of Artificial …, 2024 - research.gold.ac.uk
This paper introduces a cutting-edge framework for personalized chronic pain management,
leveraging the power of artificial intelligence (AI) and personality insights. It explores the …

EmoMBTI-Net: introducing and leveraging a novel emoji dataset for personality profiling with large language models

A Kumar, D Jain - Social Network Analysis and Mining, 2024 - Springer
Emojis, integral to digital communication, often encapsulate complex emotional layers that
enhance text beyond mere words. This research leverages the expressive power of emojis …

HindiPersonalityNet: Personality Detection in Hindi Conversational Data Using Deep Learning with Static Embedding

A Kumar, D Jain, R Beniwal - ACM Transactions on Asian and Low …, 2024 - dl.acm.org
Natural Language Processing (NLP) can be used to analyze sentiments and emotions in
realtime language data and give insights to an individual's communication style in real-time …

AI unveiled personalities: Profiling optimistic and pessimistic attitudes in Hindi dataset using transformer‐based models

D Jain, A Kumar - Expert Systems, 2024 - Wiley Online Library
Both optimism and pessimism are intricately intertwined with an individual's inherent
personality traits and people of all personality types can exhibit a wide range of attitudes and …

An attention approach to emoji focused sarcasm detection

V Grover, H Banati - Heliyon, 2024 - cell.com
Emojis play a nuanced role in digital communication and have a potential to convey
sarcastic intent as they often offer non-explicit and sometimes ambiguous cues. This …

Overview of Text Based Personality Prediction Using Deep Learning

K Kelvin, Y Utomo - Engineering, MAthematics and Computer …, 2024 - journal.binus.ac.id
Abstract Text-Based Personality Prediction (TBPP) has garnered increasing attention in
recent years, particularly within the frameworks of the Myers-Briggs Type Indicator and the …

Advancements in Personality Detection: Unleashing the Power of Transformer-Based Models and Deep Learning with Static Embeddings on English Personality …

D Jain, R Beniwal, A Kumar - International Journal of All …, 2024 - research.gold.ac.uk
Personality detection has garnered significant attention in recent years, with applications
ranging from personalized user experiences to psychological analysis. This paper presents …

ByaktitbaNet: Deep Neural Network for Personality Detection in Bengali Conversational Data

D Jain, R Beniwal, A Kumar - Doctoral Symposium on Computational …, 2023 - Springer
Psychometric NLP relying on textual cues and distinctive markers in writing style within
conversational utterances reveals signs of individual personalities, one of the most …

[PDF][PDF] Data-Driven Approaches to Narrative Personalisation through Psychologically Motivated Models

JW Nybom - 2024 - ualresearchonline.arts.ac.uk
AI-driven personalisation offers a clear opportunity for creative industries to engage
audiences more effectively. This project seeks to understand how such personalisation can …