SISTEM PENDUKUNG KEPUTUSAN UNTUK REKOMENDASI PENERIMA BEASISWA DENGAN METODE TECHNIQUE FOR OTHERS PREFERENCE BY SIMILARITY TO IDEAL SOLUTION (Studi Kasus STT STIKMA Internasional Malang)
TUGAS AKHIR
Oleh: ARI STYO NUGROHO 201010370311141
JURUSAN TEKNIK INFORMATIKA FAKULTAS TEKNIK UNIVERSITAS MUHAMMADIYAH MALANG 2016
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LEMBAR PENGESAHAN SISTEM PENDUKUNG KEPUTUSAN UNTUK REKOMENDASI PENERIMA BEASISWA DENGAN METODE TECNIQUE FOR OTHERS PREFERENCE BY SIMILARITY TO IDEAL SOLUTION (Studi Kasus STT Stikma Internasional Malang) TUGAS AKHIR SebagaiPersyaratanGunaMeraihGelarSarjana Strata 1 TeknikInformatikaUniversitasMuhammadiyah Malang DisusunOleh : Ari Styo Nugroho NIM. 201010370311141 TugasAkhir ini telah diuji dan dinyatakan lulus melalui sidang majelis penguji pada tanggal 01Agustus 2015
Menyetujui, Penguji I
Penguji II
Yufis Azhar,S.Kom.,M.Kom. NIP : 108.1410.0544
Maskur,S.Kom.,M.Kom. NIP :108.1410.0542
Mengetahui, KetuaJurusanTeknikInformatika
Yuda Munarko, S.Kom., M.Sc NIP : 108.0611.0443
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KATA PENGANTAR
Puji syukur kehadirat Allah SWT atas limpahan Rahmat dan kasih sayangNya sehingga penulis dapat menyelesaikan penyusunan tugas akhir skripsi ini untuk memenuhi sebagian syarat guna memperoleh gelar Sarjana Pendidikan di Fakultas Teknik Universitas Muhammadiyah Malang. Selama penyusunan skripsi ini penulis senantiasa mendapat bantuan dan dukungan dari banyak pihak. Oleh karena itu, pada kesempatan ini penulis ingin menyampaikan terima kasih kepada: 1. Bapak Yuda Munarko, S.Kom, M.Sc selaku Ketua Jurusan Pendidikan Matematika. 2. Bapak Ilyas Nuryasin, S.Kom, M.Kom selaku Pembimbing I yang telah memberi pengarahan, petunjuk, bimbingan, saran serta waktunya sehingga terselesaikan skripsi ini. 3. Bapak Zamah Sari, S.T, M.T selaku Pembimbing II yang telah memberi pengarahan, petunjuk, bimbingan, saran serta waktunya sehingga terselesaikan skripsi ini. 4. Bapak Edy Kadarwanto, S.Kom selaku Wakil ketua III di STT Stikma Internasional Malang yang telah membantu proses penelitian. 5. Teman-teman seperjuangan, Teknik Informatika 2010 atas dukungan dan kebersamaannya. 6. Semua pihak yang telah membantu dan memberikan dukungan, yang tidak dapat penulis sebutkan satu persatu. Penulis sadar bahwa dalam penyusunan skripsi ini masih banyak kekurangan, namun penulis berharap skripsi ini dapat bermanfaat bagi pengembangan ilmu pengetahuan dan teknologi.
Penulis, Malang, 15 Oktober 2015
Ari Styo Nugroho
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DAFTAR ISI
LEMBAR PERSETUJUAN..................................................................................... i LEMBAR PENGESAHAN .................................................................................... ii LEMBAR PERNYATAAN ................................................................................... iii ABSTRAK ............................................................................................................. iv ABSTRACT .............................................................................................................v LEMBAR PERSEMBAHAN ................................................................................ vi KATA PENGANTAR .......................................................................................... vii DAFTAR ISI ........................................................................................................ viii DAFTAR GAMBAR ...............................................................................................x DAFTAR TABEL ................................................................................................ xiii BAB I PENDAHULUAN ........................................................................................1 1.1 LatarBelakang ...............................................................................................1 1.2 RumusanMasalah ..........................................................................................3 1.3 TujuanPenelitian ...........................................................................................3 1.4 BatasanMasalah ............................................................................................3 1.5 Metodologi ....................................................................................................4 1.6 SistematikaPenulisan ....................................................................................5 BAB II LANDASAN TEORI ..................................................................................7 2.1 Tinjauan Pustaka ...........................................................................................7 2.2 Sistem Pendukung Keputusan ......................................................................7 2.2.1 Pengertian Sistem Pendukung Keputusan ..............................................7 2.2.2 Karakteristik Sistem Pendukung Keputusan ...........................................9 2.2.3 Komponen Sistem Pendukung Keputusan ............................................12 2.3 TOPSIS .......................................................................................................13 2.3.1 Prosedur TOPSIS ...................................................................................14 2.3.2 Langkah-langkah Metode TOPSIS ........................................................15 2.4 Sistem Rekomendasi ...................................................................................16 2.5 PHP .............................................................................................................17 2.5.1 Keunggulan PHP ....................................................................................18 2.5.2 Skrip Dasar PHP ....................................................................................18
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2.6 SQL .............................................................................................................24 2.7 Beasiswa ......................................................................................................21 BAB III METODOLOGI PENELITIAN...............................................................25 3.1 Analisis Sistem ...........................................................................................25 3.1.1 Sumber Data .........................................................................................23 3.2 Perancangan sistem .....................................................................................25 3.2.1 Perancanggan TOPSIS .........................................................................25 3.2.2 Diagram Konteks ..................................................................................31 3.2.3 DVD Level 1 .........................................................................................32 3.2.4 DVD Level 2 .........................................................................................33 3.2.5 Kerangka Konsep ..................................................................................34 3.3 Layout Aplikasi...........................................................................................35 BAB IV IMPLEMENTASI PROGRAM DAN PENGUJIAN ..............................36 4.1 Implementasi antar muka ............................................................................36 4.1.1 Implementasi Tampilan Halaman Awal Aplikasi ................................36 4.1.2 Implementasi tampilan Login Administrator .......................................37 4.1.3 Implementasi Tampilan Halaman Awal Administrator........................38 4.1.4 Implementasi Tampilan Halaman Kelola Calon Penerima ..................38 4.1.5 Implementasi Tampilan Halaman Kelola Penilaian Calon Penerima ..39 4.1.6 Implementasi Tampilan Halaman Laporan ...........................................40 4.2 Pengujian Sistem.........................................................................................41 4.3 Analisis ........................................................................................................43
BAB V PENUTUP .................................................................................................51 5.1 Kesimpulan .................................................................................................51 5.2 Saran ...........................................................................................................51 DAFTAR PUSTAKA ............................................................................................52
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DAFTAR GAMBAR
Gambar 2.1 Karakteristik Sistem Pendukung Keputusan ......................................9 Gambar 2.2 Komponen Decision Support System ...............................................13 Gambar 3.1 Kerangka Solusi Penelitian ..............................................................24 Gambar 3.2 Flowchart Sistem .............................................................................25 Gambar 3.3 Diagram Konteks ..............................................................................31 Gambar 3.4 DVD Level 1 ....................................................................................32 Gambar 3.5 DVD Level 2 ....................................................................................33 Gambar 3.6 Kerangka Konsep Penelitian ............................................................34 Gambar 3.7 Layout Aplikasi ................................................................................35 Gambar 4.1 Tampilan Halaman Awal Aplikasi ...................................................36 Gambar 4.2 Tampilan Halaman Login Administrator .........................................37 Gambar 4.3 Tampilan Halaman Awal Administrator ..........................................38 Gambar 4.4 Tampilan Halaman Kelola Calon Penerima .....................................39 Gambar 4.5 Tampilan Halaman Kelola Penilaian Calon Penerima .....................39 Gambar 4.6 Tampilan Halaman Laporan .............................................................40 Gambar 4.7 Kelola Calon Penerima .....................................................................41 Gambar 4.8 Kelola Penilaian calon Penerima ......................................................42
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DAFTAR TABEL Tabel 2.1 Nilai Kriteria Setiap Alternatif ..............................................................26 Tabel 2.2 Nilai Kuadrat .........................................................................................27 Tabel 2.3 Kuadrat Dan Akar Kuadrat ...................................................................27 Tabel 2.4 Normalisasi Matrik Keputusan ..............................................................28 Tabel 2.5 Weighted Normalized Decision Matrix .................................................28 Tabel 2.6 Solusi Ideal Positif dan Negatif .............................................................29 Tabel 4.1 Pengujian Kelola Calon Penerima ........................................................29 Tabel 4.2 Pengujian Menu Kelola Calon Penerima ..............................................43 Tabel 4.3 Konveri Nilai Bobot ..............................................................................44 Tabel 4.4 Nilai Kuadrat .........................................................................................45 Tabel 4.5 Kuadrat Dan Akar Kuadrat ....................................................................45 Tabel 4.6 Normalisasi Matrik Keputusan ..............................................................46 Tabel 4.7 Bobot Kriteria ........................................................................................46 Tabel 4.8 Weighted Normalized Decision Matrix ..................................................46 Tabel 4.9 Solusi Ideal dan Negatif .........................................................................47 Tabel 4.10 Perbandingan Perhitungan ...................................................................49
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DAFTAR PUSTAKA
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