Application of Vector Based Memory Prompt Engineering Using Personality Psychology in Language Model of Conservational Interfaces
Evren Dağlarlı, Erke Arıbaş · 2024
The psychology of personality is a part of psychology analyzing personality and its diversity for the people. It’s purpose is to depict how individuals are pesonally various due to psychological motives. Personality type refers to the psychological classification of people into various classes. Personality traits are distinguished from personality types, that come in various degrees. Many theories related to personality are available, but most of them include several and sometimes many sub theories. Constructing the Myers–Briggs Type Indicator (MBTI) and The Big Five (BF) personality traits is crucial in personality pyscology. Our objective is twofold. Firstly, it is planned to develop a correlation model between MBTI and BF personality traits and apply it to conversational interfaces’ language models. Secondly, it is aimed to extend this approach to time-sensitive design by utilizing fixed-effect analysis, which is particularly useful when analyzing data from multiple individuals across various time points. The results show distinct observations, as seen in popular language models like ChatGPT.