PERANCANGAN APLIKASI BERBASIS WEB PENCARIAN …
Transcript of PERANCANGAN APLIKASI BERBASIS WEB PENCARIAN …
PERANCANGAN APLIKASI BERBASIS WEB PENCARIAN MOBIL
BEKAS TERBAIK DI DEALER MOBIL 88 MENGGUNAKAN METODE
FUZZY MULTIPLE ATTRIBUTE DECISION MAKING
SKRIPSI
Diajukan Guna Memenuhi Persyaratan Memperoleh
Gelar Sarjana Komputer (S.Kom.)
Dedi Santoso
13110310046
PROGRAM STUDI SISTEM INFORMASI
FAKULTAS TEKNIK DAN INFORMATIKA
UNIVERSITAS MULTIMEDIA NUSANTARA
TANGERANG
2020
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HALAMAN PERNYATAAN
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HALAMAN PENGESAHAN
iv
KATA PENGANTAR
Puji dan syukur kepada Tuhan Yang Masa Kuasa sehingga skripsi yang berjudul
“Perancangan Aplikasi Berbasis Web Pencarian Mobil Bekas Terbaik di Dealer
Mobil 88 dengan Menggunakan Metode Fuzzy Multiple Attribute Decision
Making (FM ADM)” dapat selesai tepat pada waktunya. Skripsi ini penulis
ajukan kepada Program Strata 1, Program Studi Sistem Informasi, Fakultas
Teknologi Informasi dan Komunikasi, Universitas Multimedia Nusantara.
Dengan berakhirnya proses penulisan skripsi ini, penulis ingin mengucapkan
terima kasih kepada Universitas Multimedia Nusantara yang telah memberi ilmu
pengetahuan kepada penulis selama menempuh pendidikan di Universitas
Multimedia Nusantara sehingga dapat menambah ilmu pengetahuan penulis.
Selain itu, penulis juga ingin mengucapkan terima kasih kepada:
1. Ibu Melissa Indah Fianty, S.Kom.,MMSI sebagai pembimbing utama
dalam pembuatan skripsi ini yang telah memberikan saran serta
masukan terhadap pengerjaan laporan skripsi ini.
2. Ibu Yanti, S.Kom., MMSI sebagai pembimbing kedua yang juga tidak
kalah penting dalam memberikan arahan serta dukungan dalam
pembuatan skripsi ini.
Tidak lupa penulis mengucapkan terima kasih kepada orang tua dan keluarga
yang telah memberikan semangat dan doa kepada penulis dalam penyelesaian
skripsi ini.
Tangerang, 30 Januari 2020
Dedi Santoso
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PERANCANGAN APLIKASI BERBASIS WEB PENCARIAN MOBIL
BEKAS TERBAIK DI DEALER MOBIL 88 DENAN MENGGUNAKAN
METODE FUZZY MULTIPLE ATTRIBUTE DECISION MAKING (FM
ADM)
ABSTRAK
Oleh: Dedi Santoso
Pencarian mobil bekas banyak tersedia di beberapa situs jaringan marketplace
seperti olx dan lain sebagainya, namun di website tersebut tidak dapat mengetahui
mana mobil bekas yang bagus dan kurang bagus karena tidak adanya indikator
untuk mengetahui mobil bekas itu terbaik atau tidak, sehingga member yang ingin
mencari mobil bekas harus memilih-milih yang menurutnya bagus, sehingga tidak
efisien.
Situs jaringan yang digunakan untuk mencari mobil bekas terbaik seharusnya
terdapat indikator khusus berupa pembobotan dengan beberapa indikator di
dalamnya agar menghasilkan data mobil bekas terbaik. Dalam pembuatan aplikasi
berbasis web ini tentunya menggunakan metode-metode khusus yang digunakan
untuk merancang aplikasi tersebut. Metode tersebut adalah fuzzy multiple attribute
decision making (FMADM). FMADM adalah suatu metode yang digunakan untuk
mencari alternatif optimal dari sejumlah alternatif dengan kriteria tertentu.Metode
fuzzy multiple attribute decision making (FM ADM), yang akan digunakan
menggunakan perangkingan rekomendasi berdasarkan hasil wawancara dengan
Pihak Mobil 88, maka perangkingan yang dihasilkan sistem usulan berdasarkan
data umur mobil, sisa tanggal aktif STNK, umur aki dan jarak tempuh, serta
metode fuzzy untuk melakukan pemrosesan data merk, transmisi, nama tipe
mobil, jenis bahan bakar, jenis mobil, serta nama dealer yang telah terdata.
Dengan demikian penelitian ini menghasilkan sistem pendukung keputusan
pencarian mobil bekas yang mampu mendukung pengambilan keputusan menjadi
lebih mudah dan dapat merekomendasikan output yang terukur berdasarkan
perhitungan metode yang digunakan yaitu fuzzy multiple attriute decision making.
Kata Kunci: Aplikasi, Fuzzy Multiple Attribute Decision Making, Mobil,
Peringkat, Website
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THE DESIGN WEB BASED APPLICATION FOR SEARCHING USED CAR
IN MOBIL 88 DEALER USING FUZZY MULTIPLE ATTRIBUTE
DECISION MAKING (FM ADM) METHOD
ABSTRACT
By : Dedi Santoso
Search for used cars is widely available on some of marketplace websites
such as olx and so on, but the website cannot find out which used cars are good or
not good because there are no indicators to know whether used cars are the best
or not, so members who want to find a car the former must be picky who
according to him is good, so it is inefficient.
The website used to find the best used cars should have a special indicator in
the form of weighting with several indicators in it in order to produce the best
used car data. In making this web-based application, of course, using special
methods used to design the application. The method is fuzzy multiple attribute
decision making (FMADM). FMADM is a method used to find optimal
alternatives from a number of alternatives with certain criteria. Fuzzy multiple
attribute decision making method (FM ADM), which will be used using a ranking
ranking based on the results of interviews with Mobil 88, ranking the resulting
system based on the data of the car's age, the remaining active vehicle
registration dates, battery age and mileage, and the fuzzy method to process
brand data, transmission, name of the type of car, type of fuel, type of car, and the
name of the dealer that has been recorded.
Thus in this research resulted decision support system for used car that helps
to take a decision easily and give an output recommendation measuredly based on
calculation of fuzzy multiple attribute decision method.
Keywords: Application, Fuzzy Multiple Attribute Decision Making, Ranking, Used
car, Website
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DAFTAR ISI
HALAMAN PERNYATAAN.............................................................................. ii
HALAMAN PENGESAHAN ............................................................................. iii
KATA PENGANTAR ........................................................................................ iv
ABSTRAK .......................................................................................................... v
ABSTRACT ......................................................................................................... vi
DAFTAR ISI ..................................................................................................... vii
DAFTAR GAMBAR ........................................................................................... x
DAFTAR TABEL ............................................................................................ xiii
BAB I PENDAHULUAN .................................................................................... 1
1.1 Latar Belakang Masalah......................................................................... 1
1.2 Rumusan Masalah .................................................................................. 4
1.3 Batasan masalah .................................................................................... 5
1.4 Tujuan dan Manfaat Penelitian ............................................................... 6
1.4.1 Tujuan Penelitian ................................................................................. 6
1.4.2 Manfaat Penelitian .............................................................................. 6
BAB II LANDASAN TEORI .............................................................................. 7
2.1. Kajian Teori ........................................................................................... 7
2.1.1 Pengertian Sistem ........................................................................... 7
2.1.2. Pengertian Informasi ...................................................................... 7
2.1.3 Pengertian Sistem Informasi ........................................................... 8
2.2. Decision Support System atau Sistem Pendukung Keputusan / SPK ....... 8
2.2.1 Decision Support System ................................................................. 8
2.2.2 Kegunaan Sistem Pendukung Keputusan ........................................ 9
2.3 Pengertian Metode Fuzzy Multiple Attribute Decision Making ............. 10
2.4. Analisis dan Perancangan Berorientasi Objek ...................................... 16
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2.5. Unified Modeling Language (UML)..................................................... 17
2.6. Use Case Diagram ............................................................................... 18
2.7. Activity Diagram.................................................................................. 19
2.8. Class Diagram ..................................................................................... 21
2.9. Internet ................................................................................................ 23
2.10. Metode Pengembangan Sistem............................................................. 24
2.11. Jurnal Penelitian Terdahulu................................................................... 26
BAB III METODOLOGI PENELITIAN............................................................ 29
3.1 Gambaran Umum Objek Penelitian ...................................................... 29
3.2 Metode Pengumpulan Data .................................................................. 29
3.3 Variabel Penelitian............................................................................... 37
3.4 Kriteria Pembobotan Dalam Hasil Pencarian Mobil Terbaik ................ 39
3.5 Teknik Analisis Data ........................................................................... 41
BAB IV ANALISIS DAN HASIL PENELITIAN .............................................. 43
4.1. Komunikasi ............................................................................................. 43
4.2. Quick Design ........................................................................................... 43
4.3. Pembentukan ........................................................................................... 43
4.4. Evaluasi ................................................................................................... 44
4.5. Perbaikan ................................................................................................. 44
4.6. Perancangan Sistem ................................................................................. 44
4.1.1 Diagram UML .................................................................................. 44
4.1.2 Gambaran Sistem Usulan ................................................................. 45
4.1.3 Use Case Diagram ........................................................................... 46
4.1.4 Activity Diagram ............................................................................. 50
4.1.5 Class Diagram ................................................................................. 60
4.7. Rancangan Layar ................................................................................. 68
4.8. Hasil Pengumpulan Data ...................................................................... 72
4.8.1 Data Kriteria Pencarian Mobil Bekas Terbaik ................................... 74
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4.9. Spesifikasi Sistem ................................................................................ 87
4.10. Analisa Pembahasan ............................................................................ 88
4.4.1 Perhitungan Bobot Perangkingan .................................................. 97
4.11. Metode Pengujian .............................................................................. 100
BAB V PENUTUP .......................................................................................... 116
5.1 Kesimpulan........................................................................................ 116
5.2 Saran ................................................................................................. 116
DAFTAR PUSTAKA ...................................................................................... 118
LAMPIRAN .................................................................................................... 120
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DAFTAR GAMBAR
Gambar 2. 1 Rumus metode SAW ..................................................................... 14
Gambar 2. 2 Rumus Fuzzy ................................................................................. 16
Gambar 2. 3 Alur Pembuatan Prototype ............................................................. 26
Gambar 3. 1 Metode Prototype dalam Aplikasi Usulan........................................32
Gambar 4. 1 Use Case Diagram Login..................................................................47
Gambar 4. 2 Use Case Diagram Aplikasi Berbasis Web .................................... 49
Gambar 4. 3 Activity Diagram SPK Pencarian Mobil Bekas Terbaik .................. 51
Gambar 4. 4 Activity Diagram Member .............................................................. 52
Gambar 4. 5 Activity Diagram Manage Dealer .................................................. 53
Gambar 4. 6 Activity Diagram Manage Merk ..................................................... 54
Gambar 4. 7 Activity Diagram Manage Provinsi ................................................ 55
Gambar 4. 8 Activity Diagram Manage Kota...................................................... 56
Gambar 4. 9 Activity Diagram Manage User...................................................... 57
Gambar 4. 10 Activity Diagram Manage Marketing ........................................... 58
Gambar 4. 11 Activity Diagram Manage Tipe Mobil .......................................... 59
Gambar 4. 12 Class Diagram Sistem Usulan...................................................... 60
Gambar 4. 13 Rancangan Form Login ................................................................ 68
Gambar 4. 14 Rancangan Form Input User ........................................................ 68
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Gambar 4. 15 Rancangan Form Input Dealer ..................................................... 69
Gambar 4. 16 Rancangan Form Input Jenis Mobil.............................................. 70
Gambar 4. 17 Rancangan Form Input Merk Mobil ............................................. 70
Gambar 4. 18 Rancangan Form Input Data Marketing ....................................... 71
Gambar 4. 19 Rancangan Form Input Tipe Mobil .............................................. 71
Gambar 4. 20 Rancangan Form Pencarian Mobil Terbaik .................................. 72
Gambar 4. 21 Hasil Perangkingan Sistem Usulan ............................................... 87
Gambar 4. 22 Halaman Login ............................................................................ 88
Gambar 4. 23 Halaman Home Sistem Usulan ..................................................... 89
Gambar 4. 24 Halaman Input Pesan ................................................................... 90
Gambar 4. 25 Halaman Input Provinsi ............................................................... 91
Gambar 4. 26 Halaman Input Kota ..................................................................... 91
Gambar 4. 27 Halaman Input User ..................................................................... 92
Gambar 4. 28 Halaman Input File Materi ........................................................... 93
Gambar 4. 29 Halaman Input Pengumuman ....................................................... 93
Gambar 4. 30 Halaman Input Dealer .................................................................. 94
Gambar 4. 31 Halaman Input Merk Mobil .......................................................... 94
Gambar 4. 32 Halaman Input Jenis Mobil .......................................................... 95
Gambar 4. 33 Halaman Input Data Marketing .................................................... 95
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Gambar 4. 34 Halaman Input Tipe Mobil ........................................................... 96
Gambar 4. 35 Halaman Daftar Online Member .................................................. 97
Gambar 4. 36 User Mengklik Menu Pencarian ................................................... 98
Gambar 4. 37 User Melihat Detail Pencarian...................................................... 98
Gambar 4. 38 User Melihat Detail Bobot ........................................................... 99
Gambar 4. 39 User Melihat Detail Produk .......................................................... 99
Gambar 4. 40 User Melihat Simulasi Kredit ..................................................... 100
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DAFTAR TABEL
Tabel 2. 1 Tipe Relasi pada Use Case Diagram.................................................. 18
Tabel 2. 2 Tipe Relasi pada Activity Diagram .................................................... 19
Tabel 2. 3 Komponen Class Diagram ............................................................... 21
Tabel 3. 1 Metode Prototype dalam Aplikasi Usulan............................................32
Tabel 3. 2 Pembobotan atau perangkingan hasil pencarian ................................. 38
Tabel 4. 1 Tabel Requirement Aktor dan Use Case...............................................46
Tabel 4. 2 Use Case Narative Area login ........................................................... 48
Tabel 4. 3 Use Case Narative Semua Aktor ........................................................ 50
Tabel 4. 4 tipe .................................................................................................... 62
Tabel 4. 5 gambar .............................................................................................. 63
Tabel 4. 6 wishlist .............................................................................................. 63
Tabel 4. 7 merk .................................................................................................. 63
Tabel 4. 8 jenis................................................................................................... 64
Tabel 4. 9 dealer ................................................................................................ 64
Tabel 4. 10 user ................................................................................................. 64
Tabel 4. 11 data_marketing ................................................................................ 65
Tabel 4. 12 kota ................................................................................................. 65
Tabel 4. 13 provinsi ........................................................................................... 66
Tabel 4. 14 pesan ............................................................................................... 66
Tabel 4. 15 download ......................................................................................... 66
Tabel 4. 16 pengumuman ................................................................................... 67
Tabel 4. 17 login_log ......................................................................................... 67
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Tabel 4. 18 Data Mobil di Ambil Tanggal 29 Oktober 2019 .............................. 78
Tabel 4. 19 Data Perhitungan Pembobotan Mobil Secara Manual ....................... 80
Tabel 4. 20 Data Perangkingan Mobil Secara Manual ........................................ 83
Tabel 4. 21 Perangkat Keras............................................................................... 87
Tabel 4. 22 Perangkat Lunak. ............................................................................. 88
Tabel 4. 23 Pengujian Login............................................................................. 101
Tabel 4. 24 Pengujian Input Data User ............................................................ 102
Tabel 4. 25 Pengujian Input Data Pesan ........................................................... 103
Tabel 4. 26 Pengujian Input Data Provinsi ....................................................... 105
Tabel 4. 27 Pengujian Input Data Kota ............................................................ 106
Tabel 4. 28 Pengujian Input Data File Materi ................................................... 107
Tabel 4. 29 Pengujian Input Data Pengumuman ............................................... 108
Tabel 4. 30 Pengujian Input Data Dealer .......................................................... 109
Tabel 4. 31 Pengujian Input Data Merk Mobil.................................................. 111
Tabel 4. 32 Pengujian Input Data Jenis Mobil .................................................. 112
Tabel 4. 33 Pengujian Input Data Marketing .................................................... 113
Tabel 4. 34 Pengujian Input Data Tipe Mobil ................................................... 114
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LAMPIRAN
1. Form bimbingan skripsi pembimbing satu
2. Form bimbingan skripsi pembimbing dua
3. Wawancara kepada pihak mobil88