This repo is for my thesis project - to predict BIG-5 personality type using the facial expressions using MULTISIMO Dataset
Here we will upload information concerning our work with personality traits in natural text and Natural Language Processing techniques used to study them.
word association analysis via distributional semantics
Python scripts for the HEXACO personality test.
Marketing campaign for a meditation app with the objective to target and advertise their product towards social media users who show signs of depression or anxiety.
Investigating the Interplay Between Personality Traits, Videogame Preferences, and Game Environment Using Machine Learning and Genetic Algorithms.
Predicting apparent personality with Deep Neural Networks
Based on the Big Five Personality Traits (FFM: Five-Factor Model), a Personality Group will be output for each case.
The Maladaptive Covert Narcissism Scale
Our study focused on using the Big Five personality inventory to predict traits from students' smartphone sensor data collected over 2 months under the Horizon Europe project. Through correlation analyses and machine learning with cross-validation, we showed that predictions are reliable and accurate enough for practical use.
[Personalize@EACL 2024] LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models.
A personality test is completed to yield a description of an individual’s distinct personality traits.
Data visualization project, Slackers, EPFL 2021 Spring
A big5 personality traits prediction application that processes tweets, generates tweets lexicon, find best fitted model on each personality traits, and calculates the personality traits score of the tweets using the best fitted model.
A chrome extension for tinder to reply using GPT with a personality.
Music suggestions made based on personality profiles to see if music that is liked would influence the general mood positively when in a negative mood.
My Undergraduate dissertation project.
Data Analytics projects
Files associated with the Personality across the Life Course investigation
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