Open AccessPersonality Trait Analysis by Graphology Technique using Machine Learning
Author(s) -
Ranjith T. R,
S. Arul Jothi,
A. Chandrasekar
Publication year - 2019
Publication title -
international journal of innovative technology and exploring engineering
Language(s) - English
Resource type - Journals
ISSN - 2278-3075
DOI - 10.35940/ijitee.a3973.119119
Subject(s) - handwriting , personality , computer science , trait , set (abstract data type) , artificial intelligence , natural language processing , data set , big five personality traits , psychology , cognitive psychology , machine learning , pattern recognition (psychology) , social psychology , programming language
Graphology is a technique for analyzing an individual’s personality based on the given sample of their handwriting. Graphology considers the fact that the movement of our hand is directly related to the state of our brain. This paper implements the techniques of graphology using machine learning. The pre-defined data about the analysis of handwriting is given as learning data set for the machine. An image of a handwritten text document in jpg format is given as input to this machine. The processed output gives the personality of the individual corresponding to the input handwriting.