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Jurnal SINTA 3

APLIKASI DIAGNOSIS PENYAKIT DIABETES MELITUS MENGGUNAKAN METODE FUZZY MULTI CRITERIA DECISION MAKING

SemanTIK: Teknik Informasi · Vol. 2 No. 1 (2016)

DOI
10.55679/semantik.v2i1.763
ISSN
2502-8928, 2460-1446
Published
2016-04-20
Publisher
Informatics Engineering Department of Halu Oleo University
Language
eng

Abstract

Fuzzy Multi Criteria Decision Making (FMCDM) can be seen as MCDM (Multi Criteria Decision Making) with fuzzy data. Fuzzy data can be applied for every alternatives or level of importance in every criterion. Every criteria or indications and kind of disease alternatives usually contains unpredictable values that prediction which given by decision maker done by qualitative and represented linguistically. This research aims to help the decision maker to determine category of Diabetes Mellitus (DM) which suffered from each categories of DM which related to indications that being determined. The system created by taking some categories of DM as data which will be used in calculation. The experiment that used the confusion matrix method resulted the values of accuracy is 100%, sensitivity is 100% and specificity is ∞ (infinite). The output of this system is alternatives of this diseased which Normal or undetected of DM, Pradiabetes, DM type 1, and DM type 2. Keywords— Confusion Matrix, Diabetes Melitus, Fuzzy Multi Criteria DecisionMaking.

Collaboration network of the authors

40 authors · 117 co-authorship links · 6 across different organisations · showing the 40 most connected

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Universitas Halu Oleo
  • Universitas Gadjah Mada
  • Indonesia Open University
  • University of Indonesia
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Adha Mashur SajiahUniversitas Halu Oleo6
Statiswaty StatiswatyUniversitas Halu Oleo5
Sutardi SutardiUniversitas Halu Oleo5
Bambang PramonoUniversitas Halu Oleo5
Muh. Ihsan SaritaUniversitas Halu Oleo4
Muh YaminUniversitas Halu Oleo4
Jayanti Yusmah SariUniversitas Halu Oleo3
Isnawaty IsnawatyAffiliation unknown2
Jumadil NangiUniversitas Halu Oleo2
Natalis RansiUniversitas Halu Oleo2
LM. Fid AksaraUniversitas Halu Oleo2
Agfianto Eko PutraUniversitas Gadjah Mada2
Muhammad FajarUniversity of Indonesia2
Dian NursantikaIndonesia Open University1
Rabiuldien AmatUniversitas Halu Oleo1
Irmaya Citra HarwendhaniAffiliation unknown1
Muh. Abdi FahmiAffiliation unknown1
Andi PrawirawanAffiliation unknown1
Azim RamadhanAffiliation unknown1
Muhammad YusufUniversitas Halu Oleo1
Gusti Made Cahya WiarjayaAffiliation unknown1
Ayu Sabrina SyairUniversitas Halu Oleo1
Azkar KumalaAffiliation unknown1
Ayu Septiana SariAffiliation unknown1
La Ode ApriadiAffiliation unknown1
Na’firul Hasna AriyaniAffiliation unknown1
Aswani AswaniAffiliation unknown1
Wa Ode Wahyuni MakmunUniversitas Halu Oleo1
Helson Mandala PutraAffiliation unknown1
Muhammad Ihsan SaritaUniversitas Halu Oleo1
Rifa’atus ShalihahUniversitas Halu Oleo1
L.M. Fid AksaraUniversitas Halu Oleo1
Nurnani Afni SorumbaAffiliation unknown1
Christine Florence KiswantoAffiliation unknown1
Iqbal TawaqqalAffiliation unknown1
Anita Puspita DewiAffiliation unknown1
Agtria Prilika HerniatyAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://ojs.uho.ac.id/index.php/semantik/oai, first harvested 29 Okt 2026, last seen 1 Nov 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en-US">APLIKASI DIAGNOSIS PENYAKIT DIABETES MELITUS MENGGUNAKAN METODE FUZZY MULTI CRITERIA  DECISION MAKING</dc:title>
	<dc:creator>Sumitro, Indah Lestari</dc:creator>
	<dc:creator>Ningrum, Ika Purwanti</dc:creator>
	<dc:creator>Ramadhan, Rahmat</dc:creator>
	<dc:description xml:lang="en-US">Fuzzy Multi Criteria Decision Making (FMCDM) can be seen as MCDM (Multi Criteria Decision Making) with fuzzy data. Fuzzy data can be applied for every alternatives or level of importance in every criterion. Every criteria or indications and kind of disease alternatives usually contains unpredictable values that prediction which given by decision maker done by qualitative and represented linguistically. This research aims to help the decision maker to determine category of Diabetes Mellitus (DM) which suffered from each categories of DM which related to indications that being determined. The system created by taking some categories of DM as data which will be used in calculation. The experiment that used the confusion matrix method  resulted the values of accuracy is 100%, sensitivity is 100% and specificity is ∞  (infinite). The output of this system is alternatives of this  diseased which Normal or undetected of DM, Pradiabetes, DM type 1, and DM type 2.  Keywords— Confusion Matrix, Diabetes Melitus, Fuzzy Multi Criteria DecisionMaking. </dc:description>
	<dc:publisher xml:lang="en-US">Informatics Engineering Department of Halu Oleo University</dc:publisher>
	<dc:contributor xml:lang="en-US"></dc:contributor>
	<dc:date>2016-04-20</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en-US">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ojs.uho.ac.id/index.php/semantik/article/view/763</dc:identifier>
	<dc:identifier>10.55679/semantik.v2i1.763</dc:identifier>
	<dc:source xml:lang="en-US">SemanTIK : Teknik Informasi; Vol 2, No 1 (2016): semanTIK</dc:source>
	<dc:source>2502-8928</dc:source>
	<dc:source>2460-1446</dc:source>
	<dc:source>10.55679/semantik.v2i1</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://ojs.uho.ac.id/index.php/semantik/article/view/763/529</dc:relation>
</oai_dc:dc>