Mbti personality prediction using machine learning and smote for balancing data based on statement sentences

G Ryan, P Katarina, D Suhartono - Information, 2023 - mdpi.com
The rise of social media as a platform for self-expression and self-understanding has led to
increased interest in using the Myers–Briggs Type Indicator (MBTI) to explore human …

Personality prediction based on contextual feature embedding SBERT

MA Akber, T Ferdousi, R Ahmed… - 2023 IEEE Region 10 …, 2023 - ieeexplore.ieee.org
Personality prediction defines an individual's interior self and provides an overview of their
behavioral characteristics. Individuals can develop personally and professionally with its aid …

Psyattention: Psychological attention model for personality detection

B Zhang, Y Huang, W Cui, H Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
Work on personality detection has tended to incorporate psychological features from
different personality models, such as BigFive and MBTI. There are more than 900 …

Artificial intelligence and personality: Large language models' ability to predict personality type

M Murphy - Emerging Media, 2024 - journals.sagepub.com
Micro-targeting, which is when messages are specifically tailored to an individual based on
the information that can be derived from their digital footprint, has become a prevalent …

Enhancing Personality Type Prediction with Ensemble Models: A Robust Predictive Approach

S Sivakumar, S Priyanka… - … Conference on Innovative …, 2023 - ieeexplore.ieee.org
This research proposes an inventive methodology for deducing individuals' personality
types by amalgamating information from diverse social media platforms with scores from the …

[HTML][HTML] Return on Advertising Spend Prediction with Task Decomposition-Based LSTM Model

H Moon, T Lee, J Seo, C Park, S Eo, ID Aiyanyo, J Park… - Mathematics, 2022 - mdpi.com
Return on advertising spend (ROAS) refers to the ratio of revenue generated by advertising
projects to its expense. It is used to assess the effectiveness of advertising marketing …

Recurrent Deep Learning to Predict Personality Types from Social Media Posts

ALF Ali, ALA Ahmed - 2023 Second International Conference …, 2023 - ieeexplore.ieee.org
The analysis of personality behavior has become important in many applications such as
educational hypermedia systems, psychotherapy, and business recommendation systems …

Enhancing MBTI Personality Prediction from Text Data with Advance Word Embedding Technique.

N Ashraf, RS Ahmad, S Bano, HM Azeem… - VFAST Transactions on …, 2024 - vfast.org
Understanding human personality traits is crucial for various domains, including psychology,
education, and human resources. The Myers-Briggs Type Indicator (MBTI) is a widely …

Prediction of MBTI with textual data using different pre-trained transformer models

S Arya, AM Joy, JN D'Souza - 2023 Fourth International …, 2023 - ieeexplore.ieee.org
Social media has taken over every aspect of our lives. We use it to communicate with friends
and family, learn about current affairs, and express ourselves. The extent to which personal …