Title :
Automated Human Behavior Prediction through Handwriting Analysis
Author :
Champa, H.N. ; Anandakumar, K.R.
Author_Institution :
Coll. of Eng., Dept. of Comput. Sci. & Eng., Univ. Visveswaraya, Bangalore, India
Abstract :
Handwriting Analysis or Graphology is a scientific method of identifying, evaluating and understanding personality through the strokes and patterns revealed by handwriting. Handwriting reveals the true personality including emotional outlay, fears, honesty, defenses and many others. Professional handwriting examiners called graphologist often identify the writer with a piece of handwriting. Accuracy of handwriting analysis depends on how skilled the analyst is. Although human intervention in handwriting analysis has been effective, it is costly and prone to fatigue. Hence the proposed methodology focuses on developing a tool for behavioral analysis which can predict the personality traits automatically with the aid of a computer without the human intervention. In this paper a method has been proposed to predict the personality of a person from the baseline, the pen pressure, the letter`t´, the lower loop of letter `y´ and the slant of the writing as found in an individual´s handwriting. These parameters are the inputs to a Rule-Base which outputs the personality trait of the writer.
Keywords :
behavioural sciences computing; handwriting recognition; knowledge based systems; automated human behavior prediction; behavioral analysis; graphology; handwriting analysis; professional handwriting; Feature extraction; Handwriting recognition; Humans; Pixel; Shape; Transforms; Writing;
Conference_Titel :
Integrated Intelligent Computing (ICIIC), 2010 First International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4244-7963-4
Electronic_ISBN :
978-0-7695-4152-5
DOI :
10.1109/ICIIC.2010.29