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METODE FUZZY TOPSIS MADM SEBAGAI ALTERNATIF PENGAMBILAN KEPUTUSAN MENENTUKAN PENERIMA BEASISWA PPA BERBASIS WEB

Unnes Journal of Mathematics · Vol. 5 No. 1 (2017) · pp. 72–80

DOI
10.15294/ujm.v5i1.13107
ISSN
2460-5859, 2252-6943
Published
2017-02-27
Publisher
Universitas Negeri Semarang
Language
eng

Abstract

This study examines the decision making to determine the scholarship recipients Improving Academic Achievement (PPA) at the State University of Semarang (UNNES) with details of criteria that include student GPA, number of credits taken, the value of student affairs, and the income of parents. The decision making process admission PPA UNNES scholarship implemented with the programming language of PHP with MySQL database and calculations using the method of Fuzzy TOPSIS Multiple-Attribute Decision Making (MADM). The results of reception system PPA UNNES scholarship in this study is a ranking by 50 students of the value of the preferences of the applicants and then taken by students who ranked top 10 of the results of ranking of preferences for recommended escapes in scholarship acceptance PPA UNNES. Based on these results it can be concluded that a web-based decision support systems can be built using TOPSIS Fuzzy MADM with the structure of the programming language PHP and MySQL as a Database Management System (DBMS). In the development of future systems, can be done by adding other data supporting the selection of scholarship PPA

Collaboration network of the authors

40 authors · 166 co-authorship links · 12 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.

  • Institut Teknologi Kalimantan
  • State University of Semarang
  • Tun Hussein Onn University of Malaysia
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Emi PujiastutiState University of Semarang8
Alamsyah AlamsyahInstitut Teknologi Kalimantan7
Scolastika MarianiState University of Semarang6
Amin SuyitnoAffiliation unknown6
Putriaji HendikawatiAffiliation unknown5
Endang SugihartiState University of Semarang4
Much Aziz MuslimTun Hussein Onn University of Malaysia3
Amalia Ika WulandariAffiliation unknown3
Sunarmi SunarmiAffiliation unknown3
Arief AgoestantoAffiliation unknown3
Masrukan MasrukanState University of Semarang3
Walid WalidState University of Semarang3
Riza ArifudinState University of Semarang2
Chris Jeremy Verian SitorusInstitut Teknologi Kalimantan2
Muhammad Uswah PawaraInstitut Teknologi Kalimantan2
Rodlian Jamal IkhwaniInstitut Teknologi Kalimantan2
Suardi SuardiAffiliation unknown2
Amalia Ika WulandariInstitut Teknologi Kalimantan2
Suardi SuardiInstitut Teknologi Kalimantan2
Muhamad Faishol HakimAffiliation unknown2
Meidika Bagus SaputroAffiliation unknown2
Diah Siti Fatimah AzzahrahAffiliation unknown2
Lisa AriyantiAffiliation unknown2
Nurkaromah DwidayatiAffiliation unknown2
Aisyah Fany AchmaliaAffiliation unknown2
Mulyono MulyonoAffiliation unknown2
Isti HidayahAffiliation unknown2
Rochmad RochmadAffiliation unknown2
Dwijanto DwijantoAffiliation unknown2
Hardi SuyitnoAffiliation unknown2
Budi PrasetiyoState University of Semarang1
Jumanto JumantoState University of Semarang1
Rofik RofikState University of Semarang1
Charles Sambera KalaAffiliation unknown1
Niti Gede KumandangInstitut Teknologi Kalimantan1
Irvan SetiawanInstitut Teknologi Kalimantan1
Samsu Dlukha NurcholiqAffiliation 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://journal.unnes.ac.id/sju/index.php/ujm/oai, first harvested 6 Nov 2026, last seen 6 Nov 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en-US">METODE FUZZY TOPSIS MADM SEBAGAI ALTERNATIF PENGAMBILAN KEPUTUSAN MENENTUKAN PENERIMA BEASISWA PPA BERBASIS WEB</dc:title>
	<dc:creator>Halim, Bravura Candra</dc:creator>
	<dc:creator>Alamsyah, Alamsyah</dc:creator>
	<dc:creator>Sugiman, Sugiman</dc:creator>
	<dc:description xml:lang="en-US">This study examines the decision making to determine the scholarship recipients Improving Academic Achievement (PPA) at the State University of Semarang (UNNES) with details of criteria that include student GPA, number of credits taken, the value of student affairs, and the income of parents. The decision making process admission PPA UNNES scholarship implemented with the programming language of PHP with MySQL database and calculations using the method of Fuzzy TOPSIS Multiple-Attribute Decision Making (MADM). The results of reception system PPA UNNES scholarship in this study is a ranking by 50 students of the value of the preferences of the applicants and then taken by students who ranked top 10 of the results of ranking of preferences for recommended escapes in scholarship acceptance PPA UNNES. Based on these results it can be concluded that a web-based decision support systems can be built using TOPSIS Fuzzy MADM with the structure of the programming language PHP and MySQL as a Database Management System (DBMS). In the development of future systems, can be done by adding other data supporting the selection of scholarship PPA</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Negeri Semarang</dc:publisher>
	<dc:date>2017-02-27</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://journal.unnes.ac.id/sju/ujm/article/view/13107</dc:identifier>
	<dc:identifier>10.15294/ujm.v5i1.13107</dc:identifier>
	<dc:source xml:lang="en-US">Unnes Journal of Mathematics; Vol 5 No 1 (2016); 72-80</dc:source>
	<dc:source>2460-5859</dc:source>
	<dc:source>2252-6943</dc:source>
	<dc:source>10.15294/ujm.v5i1</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.unnes.ac.id/sju/ujm/article/view/13107/7188</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2017 Unnes Journal of Mathematics</dc:rights>
</oai_dc:dc>