Analysis and Recognition of Handwriting Patterns for Personality Trait Prediction Using Unsupervised Machine Learning Approach

The study of the link between handwriting and personality is known as analysis. It a specific manner using to convey one’s cognitive process. That’s why it’s also “brain writing”. Handwriting, like person’s fingerprint, unique trait that cannot be duplicated by two distinct people. aids us in determining emotional state. Handwriting recognition usually done traditional manner, which professional expert examines samples for various features, takes lot time effort. As result, focus this on developing an automated system can predict characteristics utilizing machine learning algorithm KNN identify certain individual based their sample. In today’s modern society, predicting traits face, voice, handwriting, other techniques becoming increasingly essential. To develop approach, we look at document’s many features such letter size, word spacing, slant words, pen pressure, baseline, so anticipate writer’s personality.