Please use this identifier to cite or link to this item:
http://repository.ipb.ac.id/handle/123456789/54665
Title: | Analisis Grafologi Berdasarkan Huruf A dan T Kecil Menggunakan Perceptron Graphology Analysis Based on Letter a and t Using Perceptron. |
Authors: | Kustiyo, Aziz Amri, Fauzan Ismara |
Keywords: | Bogor Agricultural University (IPB) Graphology Perceptron Personality Analysis |
Issue Date: | 2012 |
Abstract: | Graphology or handwriting analysis is a method of identifying, analyzing, evaluating, and understanding personality through the strokes and patterns revealed by handwriting. A person who can analyze handwriting is called a graphologist. A graphologists can be subjective in their assesments different graphologist can have different analysis of the same handwriting. Therefore, a computer technology may help to minimize the subjectivity. This research used perceptron to analyze personality based on handwriting. Perceptron is one method of neural network. This research analyze two letters to letter a and t image. Letter a are represented by 135 images, consisting of 81 images as training data and 54 images as testing data. There are 150 images used for t images, consisting of 90 images as training data and 60 images as testing data.There are 5 experiments consisting of 2 experiments for letter a and 3 experiments for letter t. The result is the character of each class letter a and t where each parameters there are 3 classes. The accuracy of letter t and letter a was 55% and 88.89% respectively. |
URI: | http://repository.ipb.ac.id/handle/123456789/54665 |
Appears in Collections: | UT - Computer Science |
Files in This Item:
File | Description | Size | Format | |
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G12fia.pdf Restricted Access | Full text | 1.29 MB | Adobe PDF | View/Open |
G12fia_Abstrak.pdf Restricted Access | Abstract | 354.13 kB | Adobe PDF | View/Open |
G12fia_BAB I Pendahuluan.pdf Restricted Access | BAB I | 359.79 kB | Adobe PDF | View/Open |
G12fia_BAB II Tinjauan Pustaka.pdf Restricted Access | BAB II | 619.88 kB | Adobe PDF | View/Open |
G12fia_BAB III Metode Penelitian.pdf Restricted Access | BAB III | 559.42 kB | Adobe PDF | View/Open |
G12fia_BAB IV Hasil dan Pembahasan.pdf Restricted Access | BAB IV | 410.89 kB | Adobe PDF | View/Open |
G12fia_Cover.pdf Restricted Access | Cover | 499.23 kB | Adobe PDF | View/Open |
G12fia_Daftar Pustaka.pdf Restricted Access | daftar pustaka | 354.62 kB | Adobe PDF | View/Open |
G12fia_Lampiran.pdf Restricted Access | Lampiran | 875.77 kB | Adobe PDF | View/Open |
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