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Personality Prediction System from Facebook Users

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10742-008-0041-zopenalex-snapshot
The analysis of social networks
inferredcites →https://doi.org/10.1016/s1352-2310(97)00447-0openalex-snapshot
Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences
inferredcites →https://doi.org/10.1037/0022-3514.94.2.334openalex-snapshot
Personality as manifest in word use: Correlations with self-report, acquaintance report, and behavior.
inferredcites →https://doi.org/10.1037/a0039210openalex-snapshot
Facebook as a research tool for the social sciences: Opportunities, challenges, ethical considerations, and practical guidelines.
inferredcites →https://doi.org/10.1073/pnas.1218772110openalex-snapshot
Private traits and attributes are predictable from digital records of human behavior
inferredcites →https://doi.org/10.1073/pnas.1418680112openalex-snapshot
Computer-based personality judgments are more accurate than those made by humans
inferredcites →https://doi.org/10.1109/mis.2017.23openalex-snapshot
Deep Learning-Based Document Modeling for Personality Detection from Text
inferredcites →https://doi.org/10.1145/2380718.2380722openalex-snapshot
Personality and patterns of Facebook usage
inferredcites →https://doi.org/10.1145/2939672.2939785openalex-snapshot
XGBoost
inferredcites →https://doi.org/10.1371/journal.pone.0073791openalex-snapshot
Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach
inferredcites →https://doi.org/10.1613/jair.2349openalex-snapshot
Using Linguistic Cues for the Automatic Recognition of Personality in Conversation and Text
inferredcites →https://doi.org/10.3115/v1/d14-1162openalex-snapshot
Glove: Global Vectors for Word Representation
inferredcites →https://doi.org/10.3115/v1/d14-1179openalex-snapshot
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
inferredcites →https://doi.org/10.3115/v1/p14-1062openalex-snapshot
A Convolutional Neural Network for Modelling Sentences
inferredcites →https://doi.org/10.48550/arxiv.1404.2188openalex-snapshot
A Convolutional Neural Network for Modelling Sentences
inferredcites →https://doi.org/10.48550/arxiv.1406.1078openalex-snapshot
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Utilizing Reddit Data for Personality Prediction to Enhance Job Fit Assessment in Decision Support Systems
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Obtain, Retain, and Preplan with AI
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EEG based personality prediction using genetic programming
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Identification of Stress Impact on Personality Density Distributions
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Enriching Social Media Personas with Personality Traits: A Deep Learning Approach Using the Big Five Classes
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Use of an Emotional Chatbot for the Analysis of a Discussion Forum for the Improvement of an E-Learning Platform
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College Students’ Portrait Technology Based on Hybrid Neural Network
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The Use of Online Social Networks: Comparing Moroccan and French Communities on Facebook
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Predicting Twitter Hate User Behavior Using Big Five Personality Traits and Ensemble Machine Learning
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A Bidirectional Encoder Representations from Transformers and CNN Based Prediction Model on Competitive Products
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Personality Trait Prediction Using Text Data from Social Media
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Predicting Personality from Text
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Personality Prediction of Social Network Users Using Ensemble and XGBoost
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Secret Life of Conjunctions: Correlation of Conjunction Words on Predicting Personality Traits from Social Media Using User-Generated Contents
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Personality Traits Prediction in Facebook: A Review
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Personality Prediction Using EEG Signals and Machine Learning Algorithms
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Deep Learning and Machine Learning Approaches for the Classification of Personality Traits: Review
inferred← citeshttps://doi.org/10.1007/978-981-19-2350-0_36openalex-snapshot
Personality Prediction from Text of Social Networking Sites by Combining Myers–Briggs and Big Five Models
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Predicting Personality from Image Preferences: Tendencies, Models and Implementation
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Beyond True Label: Label-Assumed Evidence Extraction for Personality Prediction
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Dynamic Heterogeneous Graph Neural Network for Personality Detection in Chinese Social Media Texts
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Context-Aware Personality Recognition from User-Generated Text Using Deep Learning
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Personality Traits Prediction in Online Social Networks with Dynamic Pooling-Based Convolutional Neural Network and BiLSTM
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Personality Inference from Text Using Natural Language Processing: An Exploration of Machine Learning and Deep Learning Approaches
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An Evaluation of Machine Learning Techniques for Personality Classification Using the Myers–Briggs Assessment
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Unlocking Raw Data: The Power of Micro-Inspection in Handwriting Analysis
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Integrating Multi-view Analysis: Multi-view Mixture-of-Expert for Textual Personality Detection
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Personality-Based Friends Recommendation System for Social Networks
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What You Write Represents Your Personality: A Dual Knowledge Stream Graph Attention Network for Personality Detection
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Personality traits prediction model from Turkish contents with semantic structures
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A deep learning approach to text-based personality prediction using multiple data sources mapping
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Digital footprints and personality prediction: integrating methodological innovations and ethical considerations in social media analysis
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AI-based personality prediction for human well-being from text data: a systematic review
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Contextualized Multidimensional Personality Recognition using Combination of Deep Neural Network and Ensemble Learning
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A Hybrid CNN-LSTM Model for Psychopathic Class Detection from Tweeter Users
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Personality analysis for social media users using Arabic language and its effect on sentiment analysis
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Lingual markers for automating personality profiling: background and road ahead
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Deep understanding of 3-D multimedia information retrieval on social media: implications and challenges
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TraitBertGCN: Personality Trait Prediction Using BertGCN with Data Fusion Technique
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Application of intelligent edge computing and machine learning algorithms in MBTI personality prediction
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Predicting personality traits with semantic structures and LSTM-based neural networks
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A personality-guided preference aggregator for ephemeral group recommendation
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“Are we tweeting our real selves?” personality prediction of Indian Twitter users using deep learning ensemble model
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Deep learning based fusion strategies for personality prediction
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Towards job screening and personality traits estimation from video transcriptions
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Personality prediction from task-oriented and open-domain human–machine dialogues
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Accuracy improvement for personality prediction using logistic regression in comparison with random forest algorithm
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Enhancing MBTI personality prediction: Integrating hybrid machine learning models with SMOTE for balanced data in predictive analytics
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Personality Classification from Social Media Data Using NLP
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Integration of Knime ML and ThingWorx IoT platform to establish a standard for end-to-end data science projects
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Profiling Analysis Based on Social Media for Prospective Employees Recruitment Using SVM and Chi-Square
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An enhanced personality detection system through user’s digital footprints
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A two-stage deep neural model with capsule network for personality identification
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Supervised learning and resampling techniques on DISC personality classification using Twitter information in Bahasa Indonesia
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Predicting user personality with social interactions in Weibo
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Personality Predictions Based on User Behavior on the Facebook Social Media Platform
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SMOTETomek-Based Resampling for Personality Recognition
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Estimation of Personality Traits From Portrait Pictures Using the Five-Factor Model
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Words Similarities on Personalities: A Language-Based Generalization Approach for Personality Factors Recognition
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TranSentGAT: A Sentiment-Based Lexical Psycholinguistic Graph Attention Network for Personality Prediction
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Personality Analysis of Students’ Writing in Social Media-Based Learning Environments
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From Classical ML to EUPN-VAE: A Unified Framework for MBTI Personality Classification
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Myers Briggs Type Indicator (MBTI) - Personality Prediction using Deep Learning
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Fake News Detection and Classification to Counter Misinformation in Online Social Networks Using Natural Language Processing
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Automatic Extraction of Personality from Text: Challenges and Opportunities
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Split or Not to Predict Big Five Personality?
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Identifying School Shooter Threats Through Online Texts
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A Data-Driven Approach to MBTI Personality Classification: Insights from Machine Learning Models
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Transformer-based Approaches for Personality Detection using the MBTI Model
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Social Media Text - A Source for Personality Prediction
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Identifying Neuroticism from User Generated Content of Social Media based on Psycholinguistic Cues
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Personality Prediction for State Grid E-Learning Text Based on Neural Networks with Attention Mechanism
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Analysis of Machine Learning Algorithms for Predicting Personality: Brief Survey and Experimentation
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Stress Analysis in Online Examination using Deep Learning Approach
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Myers-Briggs Type Indicator Personality Prediction from Reddit Post Using an Integrated Hybrid Model of Naïve Bayes and Random Forest Machine Learning
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Personality Prediction System using CV
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Forecasting Employee Personality Changes in the Post Covid-19 Era: Ensemble Learning Approach
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RoBERTa as Semantic Approach for Big Five Personality Prediction using Artificial Neural Network on Twitter
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Personality Prediction with Text Posting Style by Using Different Machine Learning Models
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Personality Prediction Model: Using Multi-model Data
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Towards Classification of Personality Prediction Model: A Combination of BERT Word Embedding and MLSMOTE
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People Analyser
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AWS-EP: A Multi-Task Prediction Approach for MBTI/Big5 Personality Tests
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Personality prediction using Digital footprints
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Machine Learning based Two Stage Personality Prediction System
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Applying Deep Neural Networks for Predicting Dark Triad Personality Trait of Online Users
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A Survey on Machine Learning Methodologies in Social Network Analysis
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Enhancing Personality Type Prediction with Ensemble Models: A Robust Predictive Approach
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User Personality Prediction in Rumor Propagation across Digital Footprints
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MindMorph: An Integrated Framework for Myers-Briggs Personality Classification Through Multi-Source Data Fusion and Advanced Ensemble Techniques
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Classification of Personality Traits on Facebook Using Key Phrase Extraction, Language Models and Machine Learning
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A Psycholinguistic Approach to Career Selection Using NLP with Deep Neural Network Classifiers
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Preliminary Modeling of Gender Identification in the Social Community
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Using textual data for Personality Prediction:A Machine Learning Approach
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A Review on Social Media Based Profiling Analysis
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Personality Prediction Based on Content of Facebook Users:A Literature Review
inferred← citeshttps://doi.org/10.1109/taffc.2023.3253202openalex-snapshot
Personality Trait Recognition Based on Smartphone Typing Characteristics in the Wild
inferred← citeshttps://doi.org/10.1109/taslpro.2025.3622900openalex-snapshot
Enhancing Textual Personality Detection Toward Social Media: Integrating Long-Term and Short-Term Perspectives
inferred← citeshttps://doi.org/10.1145/3463944.3469270openalex-snapshot
Two-Faced Humans on Twitter and Facebook: Harvesting Social Multimedia for Human Personality Profiling
inferred← citeshttps://doi.org/10.1145/3472634.3472636openalex-snapshot
Recognition Of Learners’ Personality Traits For Software Engineering Education
inferred← citeshttps://doi.org/10.1145/3477314.3506995openalex-snapshot
Predicting links in a social network based on recognised personalities
inferred← citeshttps://doi.org/10.1145/3503161.3548769openalex-snapshot
Personality-Driven Social Multimedia Content Recommendation
inferred← citeshttps://doi.org/10.1145/3523749openalex-snapshot
My Tweets Bring All the Traits to the Yard: Predicting Personality and Relational Traits in Online Social Networks
inferred← citeshttps://doi.org/10.1145/3583780.3615005openalex-snapshot
PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment
inferred← citeshttps://doi.org/10.1145/3659626openalex-snapshot
The Personality Dimensions GPT-3 Expresses During Human-Chatbot Interactions
inferred← citeshttps://doi.org/10.1155/2021/5512241openalex-snapshot
Detection and Classification of Psychopathic Personality Trait from Social Media Text Using Deep Learning Model
inferred← citeshttps://doi.org/10.1155/2022/4867630openalex-snapshot
Personality Prediction with Hybrid Genetic Programming using Portable EEG Device
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MSAPersonality: a modern standard Arabic dataset for personality recognition
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A Neural Network Approach for Predicting Personality From Facebook Data
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How do you feel during the COVID-19 pandemic? A survey using psychological and linguistic self-report measures, and machine learning to investigate mental health, subjective experience, personality, and behaviour during the COVID-19 pandemic among university students
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Text based personality prediction from multiple social media data sources using pre-trained language model and model averaging
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Improving Intelligent Personality Prediction using Myers-Briggs Type Indicator and Random Forest Classifier
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System development for enhancing social media advertisement engagement through XLNet-based personality classification
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Multi-Document Transformer for Personality Detection
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LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model
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Psycholinguistic Tripartite Graph Network for Personality Detection
inferred← citeshttps://doi.org/10.18653/v1/2021.findings-emnlp.98openalex-snapshot
Learning to Answer Psychological Questionnaire for Personality Detection
inferred← citeshttps://doi.org/10.18653/v1/2021.socialnlp-1.12openalex-snapshot
PANDORA Talks: Personality and Demographics on Reddit
inferred← citeshttps://doi.org/10.18653/v1/w18-11openalex-snapshot
Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media
inferred← citeshttps://doi.org/10.18653/v1/w18-1115openalex-snapshot
Modeling Personality Traits of Filipino Twitter Users
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Data Mining Techniques in Handling Personality Analysis for Ideal Customers
inferred← citeshttps://doi.org/10.21203/rs.3.rs-34148/v1openalex-snapshot
Probability Bankruptcy Using Support Vector Regression
inferred← citeshttps://doi.org/10.21428/594757db.62e766bcopenalex-snapshot
Personality Trait Detection using an Hierarchy of Tree-transformers and Graph Attention Network
inferred← citeshttps://doi.org/10.21512/emacsjournal.v6i1.10748openalex-snapshot
Machine Learning for Predicting Personality using Facebook-Based Posts
inferred← citeshttps://doi.org/10.21608/ijicis.2019.62603openalex-snapshot
PREPROCESSING THE EGYPTIAN ARABIC DIALECT FOR PERSONALITY TRAITS PREDICTION
inferred← citeshttps://doi.org/10.24963/ijcai.2022/633openalex-snapshot
Contrastive Graph Transformer Network for Personality Detection
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Digital Phenotyping of Big Five Personality via Facebook Data Mining: A Meta-Analysis
inferred← citeshttps://doi.org/10.25103/jestr.154.04openalex-snapshot
Convolution Neural Network Regression Model to Predict Personality Scores
inferred← citeshttps://doi.org/10.26740/jinacs.v1n04.p179-187openalex-snapshot
Prediksi Kepribadian Pengguna Instagram Berdasarkan Model Big Five Personality Menggunakan Algoritma SVM
inferred← citeshttps://doi.org/10.30534/ijatcse/2019/5981.52019openalex-snapshot
Virtual Assistant for Prediction High Education Students’ Personality in Seeking Sustainable Careers
inferred← citeshttps://doi.org/10.30865/json.v4i2.5345openalex-snapshot
Personality Detection of Twitter Social Media Users using the Support Vector Machine Method
inferred← citeshttps://doi.org/10.31224/osf.io/sprxjopenalex-snapshot
Application of Natural Language Processing on Character Computing : A Short Review
inferred← citeshttps://doi.org/10.31234/osf.io/94xcpopenalex-snapshot
PANDORA Talks: Personality and Demographics on Reddit
inferred← citeshttps://doi.org/10.31449/inf.v47i4.4771openalex-snapshot
Personality Identification from Social Media Using Ensemble Bert and Roberta
inferred← citeshttps://doi.org/10.3233/faia210207openalex-snapshot
Social Media User Profiling Based on Genre Extraction
inferred← citeshttps://doi.org/10.3389/fcomp.2024.1381351openalex-snapshot
Psychological profiling of hackers via machine learning toward sustainable cybersecurity
inferred← citeshttps://doi.org/10.3389/fdata.2022.931206openalex-snapshot
Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation
inferred← citeshttps://doi.org/10.3389/fdata.2024.1387325openalex-snapshot
Navigating pathways to automated personality prediction: a comparative study of small and medium language models
inferred← citeshttps://doi.org/10.3389/fncom.2026.1800284openalex-snapshot
A critical analysis of MBTI-based personality profiling with large language models
inferred← citeshttps://doi.org/10.3389/fpsyg.2021.678803openalex-snapshot
What Makes Consumers’ Intention to Purchase Paid Stickers in Personal Messenger? The Role of Personality and Motivational Factors
inferred← citeshttps://doi.org/10.3389/fpsyg.2022.827008openalex-snapshot
Predicting Risk Propensity Through Player Behavior in DOTA 2: A Cross-Sectional Study
inferred← citeshttps://doi.org/10.3389/fpsyg.2022.865841openalex-snapshot
Explainable Personality Prediction Using Answers to Open-Ended Interview Questions
inferred← citeshttps://doi.org/10.3389/fpsyt.2024.1437569openalex-snapshot
Predicting neuroticism with open-ended response using natural language processing
inferred← citeshttps://doi.org/10.3390/app10124081openalex-snapshot
Encoding Text Information with Graph Convolutional Networks for Personality Recognition
inferred← citeshttps://doi.org/10.3390/app13074506openalex-snapshot
Personality Types and Traits—Examining and Leveraging the Relationship between Different Personality Models for Mutual Prediction
inferred← citeshttps://doi.org/10.3390/electronics14132558openalex-snapshot
Personality Prediction Model: An Enhanced Machine Learning Approach
inferred← citeshttps://doi.org/10.3390/info14040217openalex-snapshot
MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences
inferred← citeshttps://doi.org/10.3390/mti4010009openalex-snapshot
Machine Learning Approach to Personality Type Prediction Based on the Myers–Briggs Type Indicator®
inferred← citeshttps://doi.org/10.3390/s21206758openalex-snapshot
Personality Classification of Social Users Based on Feature Fusion
inferred← citeshttps://doi.org/10.3390/su12062217openalex-snapshot
Research on User Influence Model Integrating Personality Traits under Strong Connection
inferred← citeshttps://doi.org/10.36253/rifp-2327openalex-snapshot
Una prima tassonomia delle sfide politiche poste dall’intelligenza artificiale
inferred← citeshttps://doi.org/10.36548/jismac.2022.1.004openalex-snapshot
Data Preparation and Quality Challenges for the Personality Recognition in Indian Languages using Machine Learning and Deep Learning Approaches
inferred← citeshttps://doi.org/10.36576/summa.144497openalex-snapshot
Polarización social y control político: algunas consecuencias de la inteligencia artificial y las redes sociales para la razón práctica
inferred← citeshttps://doi.org/10.3724/sp.j.1041.2021.00155openalex-snapshot
小学生羞怯特质预测及语言风格模型构建
inferred← citeshttps://doi.org/10.4018/978-1-5225-7128-5.ch005openalex-snapshot
Psychological Profiles Prediction Using Online Social Network Behavior Data
inferred← citeshttps://doi.org/10.4018/978-1-7998-4730-4.ch012openalex-snapshot
A Comparison of Personality Prediction Classifiers for Personnel Selection in Organizations Based on Industry 4.0
inferred← citeshttps://doi.org/10.46808/informa.v6i1.167openalex-snapshot
Klasifikasi Kepribadian Pengguna Media Sosial
inferred← citeshttps://doi.org/10.48047/ijfans/v11/i12/205openalex-snapshot
Human Personality Prediction by Text Analysis Using CNN
inferred← citeshttps://doi.org/10.48550/arxiv.2101.02346openalex-snapshot
Multitask Learning for Emotion and Personality Detection
inferred← citeshttps://doi.org/10.48550/arxiv.2106.04963openalex-snapshot
Psycholinguistic Tripartite Graph Network for Personality Detection
inferred← citeshttps://doi.org/10.5120/ijca2020920764openalex-snapshot
Myers Briggs Personality Prediction using Machine Learning Techniques
inferred← citeshttps://doi.org/10.5120/ijca2021920968openalex-snapshot
Comparative Study of Data Sources, Features, and Approaches for Automatic Personality Classification from Text
inferred← citeshttps://doi.org/10.54254/2755-2721/33/20230235openalex-snapshot
A review-based approach to user profiling
inferred← citeshttps://doi.org/10.54254/2755-2721/8/20230275openalex-snapshot
Prediction of MBTI Personality Leveraging Machine Learning Algorithms
inferred← citeshttps://doi.org/10.54623/fue.fcij.4.2.3openalex-snapshot
A Survey of Psychological Personality Classification Approaches
inferred← citeshttps://doi.org/10.54623/fue.fcij.6.1.2openalex-snapshot
A CONFIGURABLE MINING APPROACH FOR LEARNING SERVICES CUSTOMIZATION
inferred← citeshttps://doi.org/10.55041/ijsrem13022openalex-snapshot
PERSONALITY PREDICTION MODEL USING DEEP LEARNING
inferred← citeshttps://doi.org/10.55041/ijsrem34936openalex-snapshot
Unmasking The Enigma:Exploring Personality Traits Using Social Media Text
inferred← citeshttps://doi.org/10.55041/ijsrem40458openalex-snapshot
Personality Prediction Model : Using Multimodal Data
inferred← citeshttps://doi.org/10.55996/dekamuagropec.v3i2.95openalex-snapshot
Modelo de estimación para relacionar factores de suelo asociados con la presencia y ausencia de Fusarium oxysporum Schltdl en el cultivo de uchuva Physalis peruviana L
inferred← citeshttps://doi.org/10.5753/cbie.sbie.2018.1643openalex-snapshot
Detecção automática de traços de personalidade e recomendação de agrupamento com o modelo Big Five
inferred← citeshttps://doi.org/10.5753/rbie.2020.28.0.273openalex-snapshot
Regras para formação de grupos de colaboração utilizando detecção automática de traços de personalidade
inferred← citeshttps://doi.org/10.5815/ijmecs.2019.08.05openalex-snapshot
A Machine Learning based Approach for Mapping Personality Traits and Perceived Stress Scale of Undergraduate Students
inferred← citeshttps://doi.org/10.6084/m9.figshare.14722193openalex-snapshot
Additional file 1 of How do you feel during the COVID-19 pandemic? A survey using psychological and linguistic self-report measures, and machine learning to investigate mental health, subjective experience, personality, and behaviour during the COVID-19 pandemic among university students
inferred← citeshttps://doi.org/10.7759/s44389-025-00046-yopenalex-snapshot
Particle Swarm Optimization-Convolutional Neural Network (PSO-CNN): An Optimized Deep Learning Model for Personality Recognition From Social Media Profiles
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