Statistical examination of common characteristics for disguised handwriting amongst Malaysian

Every Individual’s style of handwriting ls unique and has Its own personalized touch. As an individual attempts to disguise their own handwriting with the intent of later disclaiming it, there is a need to perform examination of handwritten documents to determine the authorship of a questioned docum...

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Main Author: Mat Hazir, Nursakinah
Format: Thesis
Language:English
Published: 2009
Subjects:
Online Access:http://eprints.utm.my/id/eprint/12546/6/NursakinahMatHazirMFSA2009.pdf
http://eprints.utm.my/id/eprint/12546/
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spelling my.utm.125462017-09-17T07:09:43Z http://eprints.utm.my/id/eprint/12546/ Statistical examination of common characteristics for disguised handwriting amongst Malaysian Mat Hazir, Nursakinah Q Science (General) Every Individual’s style of handwriting ls unique and has Its own personalized touch. As an individual attempts to disguise their own handwriting with the intent of later disclaiming it, there is a need to perform examination of handwritten documents to determine the authorship of a questioned document or detect evidence of forgery or disguise. This research proposed a microscopic and statistical examination of handwriting characteristics. Two handwriting specimens were involved which are normal and disguised handwriting specimen forms. The normal handwriting of 60 respondents were examined and classified into class characteristic (script types, letter size, slant, angularity alignment and word spacing) and individual characteristic of letters "a", "e", "g", "y", "d", "f ’, "h", "o", "E" and "D" and grapheme "th". The other set of 50 sets of handwriting were requested for comparison between disguised and normal handwritings. A statistical technique known as Pearson Chi-squared (x2) test was performed to determine the relationship between race, gender, age, first education system, education level and occupation with the normal habits of handwriting. The results show that the handwriting can be uniquely classified. Based on the Chi-squared (x2) value, the script types were affected by gender (x2 = 0.009) and age (x2 = 0.006). The letter size and slant were only dependent on the factor of age (x2 = 0.022) and education level (x2 = 0.034), respectively. Angularity of handwriting was affected by the gender and education system. However, alignment and word spacing were not affected. During disguising their own handwriting, respondents tend to change the letter size, slant, initial capital letter and the speed of the writing, while the word spacing became inconsistent. Some person was really good in disguising the alphanumerical form but another person cannot disguise their handwriting as they maintained the script type of the writing. 2009-11 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/12546/6/NursakinahMatHazirMFSA2009.pdf Mat Hazir, Nursakinah (2009) Statistical examination of common characteristics for disguised handwriting amongst Malaysian. Masters thesis, Universiti Teknologi Malaysia, Faculty of Science.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic Q Science (General)
spellingShingle Q Science (General)
Mat Hazir, Nursakinah
Statistical examination of common characteristics for disguised handwriting amongst Malaysian
description Every Individual’s style of handwriting ls unique and has Its own personalized touch. As an individual attempts to disguise their own handwriting with the intent of later disclaiming it, there is a need to perform examination of handwritten documents to determine the authorship of a questioned document or detect evidence of forgery or disguise. This research proposed a microscopic and statistical examination of handwriting characteristics. Two handwriting specimens were involved which are normal and disguised handwriting specimen forms. The normal handwriting of 60 respondents were examined and classified into class characteristic (script types, letter size, slant, angularity alignment and word spacing) and individual characteristic of letters "a", "e", "g", "y", "d", "f ’, "h", "o", "E" and "D" and grapheme "th". The other set of 50 sets of handwriting were requested for comparison between disguised and normal handwritings. A statistical technique known as Pearson Chi-squared (x2) test was performed to determine the relationship between race, gender, age, first education system, education level and occupation with the normal habits of handwriting. The results show that the handwriting can be uniquely classified. Based on the Chi-squared (x2) value, the script types were affected by gender (x2 = 0.009) and age (x2 = 0.006). The letter size and slant were only dependent on the factor of age (x2 = 0.022) and education level (x2 = 0.034), respectively. Angularity of handwriting was affected by the gender and education system. However, alignment and word spacing were not affected. During disguising their own handwriting, respondents tend to change the letter size, slant, initial capital letter and the speed of the writing, while the word spacing became inconsistent. Some person was really good in disguising the alphanumerical form but another person cannot disguise their handwriting as they maintained the script type of the writing.
format Thesis
author Mat Hazir, Nursakinah
author_facet Mat Hazir, Nursakinah
author_sort Mat Hazir, Nursakinah
title Statistical examination of common characteristics for disguised handwriting amongst Malaysian
title_short Statistical examination of common characteristics for disguised handwriting amongst Malaysian
title_full Statistical examination of common characteristics for disguised handwriting amongst Malaysian
title_fullStr Statistical examination of common characteristics for disguised handwriting amongst Malaysian
title_full_unstemmed Statistical examination of common characteristics for disguised handwriting amongst Malaysian
title_sort statistical examination of common characteristics for disguised handwriting amongst malaysian
publishDate 2009
url http://eprints.utm.my/id/eprint/12546/6/NursakinahMatHazirMFSA2009.pdf
http://eprints.utm.my/id/eprint/12546/
_version_ 1643645982094655488
score 13.211869