SISTEM PAKAR UNTUK DIAGNOSA PENYAKIT KEHAMILAN MENGGUNAKAN METODE DEMPSTER-SHAFER

Joko, Minardi (2014) SISTEM PAKAR UNTUK DIAGNOSA PENYAKIT KEHAMILAN MENGGUNAKAN METODE DEMPSTER-SHAFER. Masters thesis, UNDIP.

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Abstract

Dempster-Shafer theory is a mathematical theory of evidence based on belief functions and plausible reasoning, which is used to combine separate pieces of information. Dempster-Shafer theory an alternative to traditional probabilistic theory for the mathematical representation of uncertainty. In the diagnosis of diseases of pregnancy information obtained from the patient sometimes incomplete, with Dempster-Shafer method and expert system rules can be a combination of symptoms that are not complete to get an appropriate diagnosis while the decision tree is used as a decision support tool reference tracking of disease symptoms. This Research aims to develop an expert system that can perform a diagnosis of pregnancy using Dempster Shafer method, which can produce a trust value to a disease diagnosis. Based on the results of diagnostic testing Dempster-Shafer method and expert systems, the resulting accuracy of 76%.

Item Type:Thesis (Masters)
Subjects:Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:School of Postgraduate (mixed) > Master Program in Information System
ID Code:44406
Deposited By:Mrs Rulita MSI Undip
Deposited On:18 Nov 2014 10:02
Last Modified:14 Mar 2016 20:59

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