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UNIVERSITAS BINA NUSANTARA __________________________________________________________________
Jurusan Teknik Informatika Skripsi Sarjana Komputer
Semester Ganjil Tahun 2007/2008
ANALISIS DAN PERANCANGAN DATA WAREHOUSE UNTUK PENGELOLAAN PENJUALAN PADA
PT. LIPPO KARAWACI, TBK.
Franky Kamajaya 0800759955 Irene Samantha 0800760162 Steven Lim 0800777693
Kelas / Kelompok : 07PCT / 09
Abstrak Tujuan dari penelitian ini adalah merancang data warehouse yang sesuai
dengan kebutuhan perusahaan PT. Lippo Karawaci, Tbk. Perusahaan ini bergerak pada bidang properti mulai dari pengadaan tanah sampai dengan pembangunan serta maintenance-nya. Perancangan data warehouse ini dibatasi pada bagian penjualan. Penggunaan data warehouse ini diharapkan dapat menunjang kebutuhan informasi bagi para eksekutif dalam mengambil keputusan bisnis dengan cepat. Metode penelitian yang digunakan yaitu metode analisis dan perancangan. Metode analisis dilakukan melalui studi kepustakaan dan wawancara dengan pihak terkait. Metode perancangan dilakukan dengan menentukan proses, grain, dimensi, fakta, measure, serta melakukan pemetaan OLTP ke data warehouse, yang dilanjutkan dengan perancangan physical. Hasil penelitian ini adalah sistem aplikasi data warehouse yang mencakup data warehouse, OLAP cube dan sebuah sistem aplikasi yang digunakan untuk mengakses data warehouse. Implementasi dari data warehouse ini telah dievaluasi dengan hasil evaluasi yang berkaitan dengan tampilan, manfaat dan keakuratan data aplikasi. Masih dibutuhkan pengembangan selanjutnya dari program aplikasi yang dibuat.
Kata Kunci : data warehouse, cube, measure, dimensi
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PRAKATA
Puji dan syukur kami ucapkan kepada Tuhan Yang Maha Esa karena berkat
rahmat dan karunia-Nya, penulis dapat menyelesaikan skripsi yang berjudul “Analisis
dan Perancangan Data Warehouse untuk Pengelolaan Penjualan pada PT. Lippo
Karawaci, Tbk.” dengan baik dan tepat waktu.
Tujuan dari penulisan skripsi ini adalah sebagai salah satu syarat untuk
menyelesaikan program studi Strata 1 (S-1) dengan jurusan Teknik Informatika dan
mendapatkan gelar kesarjanaan pada Universitas Bina Nusantara.
Pada kesempatan ini perkenankan penulis untuk mengucapkan terima kasih yang
sebesar-besarnya pada :
• Prof. Dr. Gerardus Polla, M.App.Sc. selaku Rektor Universitas Bina Nusantara,
yang telah memberi kesempatan kepada penulis untuk menyusun skripsi ini.
• Freddy Purnomo, S.Kom., M.Com., selaku Ketua Jurusan Teknik Informatika.
• M. Tassim Billah, Ir., M.Sc. selaku dosen pembimbing yang telah banyak
memberi masukan kepada kami sehingga penulisan skripsi dapat selesai dengan
baik dan tepat waktu.
• Bapak Freddy Theodorus selaku Division Head MIS PT. Lippo Karawaci, Tbk.
• Bapak Benny Saputro selaku Departement Head MIS PT. Lippo Karawaci, Tbk.
• Bapak Eric selaku Section Head MIS PT. Lippo Karawaci, Tbk.
• Bapak Felix selaku pihak PT. Lippo Karawaci, Tbk. yang juga sebagai
pembimbing penulis ketika penulis melakukan survei dan dalam penyusunan
skripsi.
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• Bapak Albert, Ibu Linda, Ibu Lia, Ibu Maria, Bapak Donny IW, Bapak Ronald,
Bapak Donny, Bapak Hengky selaku karyawan MIS PT. Lippo Karawaci, Tbk.
• Seluruh dosen Universitas Bina Nusantara yang telah memberikan bekal dan
tuntunan kepada penulis dengan berbagai pengetahuan selama ini.
• Orang tua tercinta dan teman-teman yang telah banyak memberikan dukungan,
bantuan, dan doa dalam penyusunan skripsi.
• Serta semua pihak yang telah membantu penulis untuk menyelesaikan penulisan
skripsi ini.
Penulis menyadari adanya kemungkinan kekurangan dalam skripsi ini karena
keterbatasan penulis dalam hal kemampuan, pengetahuan serta pengalaman. Karena itu
penulis mengharapkan adanya saran dan kritik yang berguna untuk menyempurnakan
skripsi ini.
Akhir kata penulis berharap agar skripsi ini berguna dan bermanfaat bagi semua
pihak yang membaca atau memerlukan terutama PT. Lippo Karawaci, Tbk.
Jakarta, Januari 2008
Penulis
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DAFTAR ISI
Halaman Judul Luar ............................................................................................................ i
Halaman Judul Dalam ........................................................................................................ ii
Halaman Persetujuan hardcover ........................................................................................ iii
Halaman pernyataan dewan penguji .................................................................................. iv
Abstrak ............................................................................................................................. vii
Prakata ............................................................................................................................. viii
Daftar Isi ............................................................................................................................ x
Daftar Tabel .................................................................................................................... xvi
Daftar Gambar ............................................................................................................... xviii
Daftar Lampiran ............................................................................................................. xxii
BAB 1 PENDAHULUAN
1.1 Latar Belakang ........................................................................................... 1
1.2 Ruang Lingkup ........................................................................................... 2
1.3 Tujuan dan Manfaat Penulisan ................................................................... 2
1.4 Metodologi Penelitian ................................................................................ 3
1.5 Sistematika Penulisan ................................................................................ 4
BAB 2 LANDASAN TEORI
2.1 Pendekatan Data Warehouse ..................................................................... 6
2.1.1 Pengertian Data .............................................................................. 6
2.1.2 Pengertian Database ...................................................................... 6
2.1.3 Pengetian OLTP (On-Line Transaction Processing) ..................... 7
2.1.4 Pengertian Data Warehouse .......................................................... 7
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2.1.5 Data Mart ....................................................................................... 8
2.1.6 Perbandingan Database dan Data Warehouse ............................... 9
2.1.7 Karakteristik Data Warehouse ..................................................... 10
2.1.7.1 Subject Oriented ............................................................ 10
2.1.7.2 Integrated ...................................................................... 10
2.1.7.3 Time Variant ................................................................. 10
2.1.7.4 Nonvolatile .................................................................... 10
2.1.8 Struktur Data Warehouse ............................................................ 11
2.1.8.1 Current Detail Data (Detil Data Saat Ini) .................... 11
2.1.8.2 Old Detail Data (Detil Data Historis)............................ 12
2.1.8.3 Lightly Summarized Data (Ringkasan Data Level
Menengah) .................................................................... 12
2.1.8.4 Highly Summarized Data
(Ringkasan Data Level Tinggi)...................................... 13
2.1.9 Arsirektur Data Warehouse ......................................................... 13
2.1.10 Data Flow dalam Data Warehouse .............................................. 16
2.1.11 Skema Data Warehouse ............................................................... 18
2.1.11.1 Tabel Fakta .................................................................... 18
2.1.11.2 Tabel Dimensi ............................................................... 18
2.1.11.3 Permodelan Dimensional .............................................. 19
2.1.11.4 Skema Bintang .............................................................. 19
2.1.11.5 Skema Snowflake .......................................................... 22
2.1.11.6 Keuntungan dari Penggunaan Permodelan
Dimensional .................................................................. 24
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2.1.12 Metadata ...................................................................................... 24
2.1.13 Granularity .................................................................................. 25
2.1.14 Agregasi ....................................................................................... 25
2.1.15 Denormalisasi .............................................................................. 25
2.1.16 DTS (Data Transformation Service) ........................................... 26
2.1.17 Metodologi Perancangan Data Warehouse ................................. 27
2.1.18 Keuntungan Penggunaan Data Warehouse ................................. 29
2.1.19 OLAP (On-line Analytical Processing) ....................................... 30
2.1.20 Analysis Services .......................................................................... 31
2.1.21 Analisis Matriks ........................................................................... 31
2.1.22 Analisis Critical Success Factor .................................................. 32
2.2 Terminologi dalam Bidang Penjualan ..................................................... 33
2.2.1 Pengertian Penjualan .................................................................... 33
2.2.2 Fungsi Penjualan .......................................................................... 33
2.2.3 Prosedur Penjualan ....................................................................... 34
2.2.4 Dokumen Penjualan ..................................................................... 35
2.2.5 Sistem Informasi Penjualan ......................................................... 39
BAB 3 ANALISIS SISTEM YANG SEDANG BERJALAN
3.1 Tentang PT. Lippo Karawaci, Tbk. ......................................................... 40
3.1.1 Sejarah PT. Lippo Karawaci, Tbk. ............................................... 40
3.1.2 Tujuan PT. Lippo Karawaci, Tbk.. .............................................. 42
3.1.3 Kegiatan Bisnis Utama PT. Lippo Karawaci, Tbk. ..................... 43
3.1.4 Struktur Organisasi PT. Lippo Karawaci, Tbk. ........................... 44
3.1.5 Tugas dan Wewenang .................................................................. 44
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3.2 Sistem yang Sedang Berjalan ................................................................... 47
3.2.1 Konteks ........................................................................................ 47
3.2.2 Prosedur ....................................................................................... 48
3.3 Analisis Sistem yang Sedang Berjalan .................................................... 50
3.3.1 Subyek Data ................................................................................. 50
3.3.2 Fungsi Bisnis ................................................................................ 50
3.3.3 Analisis Matriks ........................................................................... 52
3.3.3.1 Matriks Unit Organisasi vs Lokasi ............................... 52
3.3.3.2 Matriks Unit Organisasi vs Subyek Data ...................... 53
3.3.3.3 Matriks Fungsi Bisnis vs Unit Organisasi .................... 54
3.3.3.4 Matriks Fungsi Bisnis vs Subyek Data ......................... 57
3.3.4 Analisis Citical Success Factor ................................................... 60
3.3.5 Teknologi Informasi pada PT. Lippo Karawaci, Tbk. ................. 60
3.3.5.1 Perangkat Keras ............................................................ 60
3.3.5.2 Perangkat Lunak ........................................................... 62
3.4 Analisis Kebutuhan Data dan Informasi .................................................. 62
3.5 Masalah yang Dihadapi ............................................................................ 63
3.6 Solusi Pemecahan Masalah ...................................................................... 64
BAB 4 PERANCANGAN DAN IMPLEMENTASI SISTEM YANG
DIUSULKAN
4.1 Perancangan Data Warehouse ................................................................. 65
4.1.1 Arsitektur Data Warehouse ......................................................... 65
4.1.2 Rancangan Data Warehouse ........................................................ 66
4.1.3 Skema Bintang ............................................................................. 79
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4.1.3.1 Skema Bintang FactAgingCustomersReceivable ......... 79
4.1.3.2 Skema Bintang FactCancellation .................................. 80
4.1.3.3 Skema Bintang FactCollection ..................................... 81
4.1.3.4 Skema Bintang FactKavlingHighlights ........................ 81
4.1.3.5 Skema Bintang FactPPJBdanAJBStatus ....................... 82
4.1.3.6 Skema Bintang FactSales .............................................. 82
4.1.3.7 Skema Bintang FactSalesAndCollectionStatus ............ 83
4.1.3.8 Skema Bintang FactSalesCollectionPercentage ........... 83
4.1.3.9 Skema Bintang Data Warehouse .................................. 84
4.1.4 Metadata ...................................................................................... 85
4.1.5 Analisis Kapasitas Penyimpanan Data dan pertumbuhan Data . 104
4.1.6 Rancangan DTS (Data Transformation Service)........................ 138
4.2 Rancangan Aplikasi ............................................................................... 144
4.3 Implementasi Sistem .............................................................................. 157
4.3.1 Spesifikasi Perangkat Keras ....................................................... 157
4.3.2 Spesifikasi Perangkat Lunak ...................................................... 158
4.3.3 Jadwal Implementasi .................................................................. 158
4.3.4 Kebutuhan Personil .................................................................... 159
4.3.5 Evaluasi ...................................................................................... 159
4.3.6 Petunjuk Operasional ................................................................. 160
BAB 5 SIMPULAN DAN SARAN
5.1 Simpulan ................................................................................................ 171
5.2 Saran ...................................................................................................... 171
DAFTAR PUSTAKA .................................................................................................... 173
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RIWAYAT HIDUP ....................................................................................................... 175
LAMPIRAN-LAMPIRAN
FOTOCOPY SURAT SURVEI
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DAFTAR TABEL
Tabel 2.1 Perbandingan database dan Data Warehouse .............................................. 9
Tabel 2.2 Analisis Matriks Unit Organisasi vs Lokasi ............................................... 32
Tabel 3.1 Matriks Unit Organisasi vs Lokasi ............................................................. 52
Tabel 3.2 Matriks Unit Organisasi vs Subyek Data .................................................... 53
Table 3.3 Matriks Fungsi Bisnis vs Unit Oganisasi .................................................... 54
Tabel 3.4 Matriks Fungsi Bisnis vs Subyek Data ....................................................... 57
Tabel 4.1 Tabel Hubungan Fakta dan Measure .......................................................... 68
Tabel 4.2 DimBuyer .................................................................................................... 86
Tabel 4.3 DimCluster .................................................................................................. 87
Tabel 4.4 DimCompany .............................................................................................. 87
Tabel 4.5 DimProject .................................................................................................. 88
Tabel 4.6 DimSeller .................................................................................................... 89
Tabel 4.7 DimTime ..................................................................................................... 90
Tabel 4.8 DimUnit ...................................................................................................... 91
Tabel 4.9 FactAgingCustomersReceivable ................................................................. 92
Tabel 4.10 FactCancellation ......................................................................................... 94
Tabel 4.11 FactCollection ............................................................................................. 95
Tabel 4.12 FactKavlingHighlights ................................................................................ 96
Tabel 4.13 FactPPJBandAJBStatus .............................................................................. 97
Tabel 4.14 FactSales ..................................................................................................... 99
Tabel 4.15 FactSalesAndCollectionStatus .................................................................. 101
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Tabel 4.16 FactSalesCollectionPercentage ................................................................. 103
Tabel 4.17 Tabel Perhitungan Penyimpanan untuk 3 tahun ke depan ........................ 137
Tabel 4.18 Jadwal Implementasi ................................................................................. 158
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DAFTAR GAMBAR
Gambar 2.1 Struktur Data Warehouse .......................................................................... 11
Gambar 2.2 Arsitektur Data Warehouse ...................................................................... 13
Gambar 2.3 Data Flow dalam Data Warehouse .......................................................... 16
Gambar 2.4 Skema Bintang Sederhana ........................................................................ 20
Gambar 2.5 Skema Bintang dengan Beberapa Tabel Fakta .......................................... 21
Gambar 2.6 Skema Bintang dengan Tabel Dimensi Tambahan ................................... 22
Gambar 2.7 Skema Snowflake ..................................................................................... .23
Gambar 3.1 Struktur Organisasi ................................................................................... 44
Gambar 3.2 Konteks Diagram Sistem Informasi Penjualan ......................................... 48
Gambar 3.3 Prosedur Sistem Penjualan ........................................................................ 49
Gambar 4.1 Arsitektur Data Warehouse pada PT.Lippo Karawaci, Tbk. .................... 65
Gambar 4.2 Skema Bintang FactAgingCustomersReceivable ..................................... 79
Gambar 4.3 Skema Bintang FactCancellation .............................................................. 80
Gambar 4.4 Skema Bintang FactCollection .................................................................. 81
Gambar 4.5 Skema Bintang FactKavlingHighlights ..................................................... 81
Gambar 4.6 Skema Bintang FactPPJBAndAJBStatus .................................................. 82
Gambar 4.7 Skema Bintang FactSales .......................................................................... 82
Gambar 4.8 Skema Bintang FactSalesAndCollectionStatus ........................................ 83
Gambar 4.9 Skema Bintang FactSalesCollectionPercentage ........................................ 83
Gambar 4.10 Skema Bintang Data Warehouse .............................................................. 84
Gambar 4.11 Rancangan Transformasi Data ................................................................ 138
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Gambar 4.12 Gambar Package DimBuyer ................................................................... 139
Gambar 4.13 Gambar Package DimCluster ................................................................. 139
Gambar 4.14 Gambar Package DimCompany ............................................................. 139
Gambar 4.15 Gambar Package DimProject .................................................................. 140
Gambar 4.16 Gambar Package DimSeller .................................................................... 140
Gambar 4.17 Gambar Package DimTime ..................................................................... 140
Gambar 4.18 Gambar Package DimUnit ...................................................................... 141
Gambar 4.19 Gambar Package FactAgingCustomersReceivable ................................ 141
Gambar 4.20 Gambar Package FactCancellation ......................................................... 141
Gambar 4.21 Gambar Package FactCollection ............................................................. 142
Gambar 4.22 Gambar Package FactKavlingHighlights ............................................... 142
Gambar 4.23 Gambar Package FactPPJBAndAJBStatus ............................................. 142
Gambar 4.24 Gambar Package FactSales ..................................................................... 143
Gambar 4.25 Gambar Package FactSalesAndCollectionStatus ................................... 143
Gambar 4.26 Gambar Package FactSalesCollectionPercentage ................................... 143
Gambar 4.27 Tampilan layar Utama ............................................................................. 144
Gambar 4.28 Tampilan Form Log In ............................................................................ 144
Gambar 4.29 Tampilan Pesan Log In Sukses ............................................................... 144
Gambar 4.30 Tampilan Pesan Log In Gagal ................................................................. 145
Gambar 4.31 Tampilan Menu System ........................................................................... 145
Gambar 4.32 Tampilan Menu DTS ............................................................................... 146
Gambar 4.33 Tampilan Menu Report ........................................................................... 146
Gambar 4.34 Tampilan Loading DTS .......................................................................... 147
Gambar 4.35 Tampilan Pivot dan Chart Aging Customers Receivable ....................... 148
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Gambar 4.36 Tampilan Pivot dan Chart Cancellation .................................................. 149
Gambar 4.37 Tampilan Pivot dan Chart Collection ..................................................... 150
Gambar 4.38 Tampilan Pivot dan Chart Kavling Highlights ....................................... 151
Gambar 4.39 Tampilan Pivot dan Chart PPJB And AJB Status .................................. 152
Gambar 4.40 Tampilan Pivot dan Chart Sales ............................................................. 153
Gambar 4.41 Tampilan Pivot dan Chart Sales And Collection Status ......................... 154
Gambar 4.42 Tampilan Pivot dan Chart Sales Collection Percentage ......................... 155
Gambar 4.43 Tampilan Pesan Konfirmasi Log Out ...................................................... 155
Gambar 4.44 Tampilan About Us ................................................................................. 156
Gambar 4.45 Tampilan Form Add User ....................................................................... 156
Gambar 4.46 Tampilan Pesan Konfirmasi Add User .................................................... 156
Gambar 4.47 Tampilan Form Change Password ......................................................... 157
Gambar 4.48 Tampilan Pesan Konfirmasi Change Password ...................................... 157
Gambar 4.49 Layar Utama ............................................................................................ 160
Gambar 4.50 Form Log In ............................................................................................ 160
Gambar 4.51 Pesan Log In Sukses ................................................................................ 161
Gambar 4.52 Pesan Log In Gagal ................................................................................. 161
Gambar 4.53 Menu System ........................................................................................... 162
Gambar 4.54 Form Add User ........................................................................................ 162
Gambar 4.55 Pesan Konfirmasi Add User .................................................................... 163
Gambar 4.56 Form Change Password .......................................................................... 163
Gambar 4.57 Pesan Konfirmasi Change Password ...................................................... 163
Gambar 4.58 Pesan Konfirmasi Log Out ...................................................................... 164
Gambar 4.59 Menu DTS ............................................................................................... 164
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Gambar 4.60 Loading DTS FactCollection .................................................................. 165
Gambar 4.61 Report Collection .................................................................................... 166
Gambar 4.62 Print Pivot Collection ............................................................................. 167
Gambar 4.63 Print Collection Chart ............................................................................. 167
Gambar 4.64 Pesan Export Pivot to Excel .................................................................... 168
Gambar 4.65 Export Pivot to Excel .............................................................................. 168
Gambar 4.66 Pesan Export Chart to Excel ................................................................... 169
Gambar 4.67 Export Chart to Excel ............................................................................. 169
Gambar 4.68 About Us .................................................................................................. 170
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DAFTAR LAMPIRAN
Lampiran A Database Code
A.1 Tabel DimBuyer ....................................................................................L1
A.2 Tabel DimCluster ..................................................................................L1
A.3 Tabel DimCompany ..............................................................................L2
A.4 Tabel DimProject ..................................................................................L2
A.5 Tabel DimSeller ....................................................................................L2
A.6 Tabel DimTime .....................................................................................L3
A.7 Tabel DimUnit ......................................................................................L3
A.8 Tabel FactAgingCustomersReceivable .................................................L4
A.9 Tabel FactCancellation .........................................................................L5
A.10 Tabel FactCollection .............................................................................L5
A.11 Tabel FactKavlingHighlights ................................................................L5
A.12 Tabel FactPPJBAndAJBStatus .............................................................L6
A.13 Tabel FactSales .....................................................................................L6
A.14 Tabel FactSalesAndCollectionStatus ....................................................L7
A.15 Tabel FactSalesCollectionPercentage ...................................................L7
A.16 Tabel Ms_User ......................................................................................L8
A.17 Tabel FilterTimeStamp .........................................................................L8
A.18 Stored Procedure Update_FilterTimeStamp ......................................L8
A.19 Stored Procedure SP_DTSDimBuyer ................................................L9
A.20 Stored Procedure SP_DTSDimCluster ...............................................L9
A.21 Stored Procedure SP_DTSDimCompany .........................................L10
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A.22 Stored Procedure SP_DTSDimProject .............................................L11
A.23 Stored Procedure SP_DTSDimSeller ...............................................L12
A.24 Stored Procedure SP_DTSDimTime ................................................L13
A.25 Stored Procedure SP_DTSDimUnit .................................................L15
A.26 Stored Procedure SP_DTSFactAgingCustomersReceivable ............L16
A.27 Stored Procedure SP_DTSFactCancellation .....................................L32
A.28 Stored Procedure SP_DTSFactCollection ........................................L36
A.29 Stored Procedure SP_DTSFactKavlingHighlights ...........................L40
A.30 Stored Procedure SP_DTSFactPPJBAndAJBStatus ........................L44
A.31 Stored Procedure SP_DTSFactSales ................................................L52
A.32 Stored Procedure SP_DTSFactSalesAndCollectionStatus ...............L56
A.33 Stored Procedure SP_DTSFactSalesCollectionPercentage ..............L69
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Lampiran B Data Transformation Service (DTS)
B.1 DimBuyer ............................................................................................L73
B.2 DimCluster ..........................................................................................L73
B.3 DimCompany ......................................................................................L73
B.4 DimProject ..........................................................................................L74
B.5 DimSeller ............................................................................................L74
B.6 DimTime .............................................................................................L74
B.7 DimUnit ..............................................................................................L75
B.8 FactAgingCustomersReceivable .........................................................L75
B.9 FactCancellation .................................................................................L75
B.10 FactCollection .....................................................................................L76
B.11 FactKavlingHighlights ........................................................................L76
B.12 FactPPJBAndAJBStatus .....................................................................L76
B.13 FactSales .............................................................................................L77
B.14 FactSalesAndCollectionStatus ............................................................L77
B.15 FactSalesCollectionPercentage ...........................................................L77
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Lampiran C Perancangan Layar Aplikasi Data Warehouse
C.1 Layar Utama ........................................................................................L78
C.2 Menu DTS ...........................................................................................L79
C.3 Menu Reports ......................................................................................L80
C.4 Form Login .........................................................................................L80
C.5 Pesan Log In Sukses ............................................................................L80
C.6 Pesan Log In Gagal .............................................................................L81
C.7 Form Add User ...................................................................................L81
C.8 Pesan Konfirmasi Add User ................................................................L81
C.9 Form Change Password .....................................................................L81
C.10 Pesan Konfirmasi Change Password ..................................................L81
C.11 Pesan Konfirmasi Log Out ..................................................................L82
C.12 DTS FactAgingCustomersReceiveble .................................................L82
C.13 DTS FactCancellation .........................................................................L82
C.14 DTS FactCollection ............................................................................L82
C.15 DTS FactKavlingHighlights ...............................................................L83
C.16 DTS FactPPJBAndAJBStatus .............................................................L83
C.17 DTS FactSales......................................................................................L83
C.18 DTS FactSalesAndCollectionStatus ...................................................L84
C.19 DTS FactSalesCollectionPercentage....................................................L84
C.20 Report Aging Customers Receiveble...................................................L85
C.21 Print Pivot Aging Customers Receiveble ...........................................L85
C.22 Print Aging Customers Receiveble Chart ...........................................L86
C.23 Export Pivot Aging Customers Receiveble to Excel ..........................L86
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C.24 Export Aging Customers Receiveble Chart to Excel ..........................L87
C.25 Report Cancellation ............................................................................L87
C.26 Print Pivot Cancellation ......................................................................L88
C.27 Print Cancellation Chart ......................................................................L88
C.28 Export Pivot Cancellation to Excel .....................................................L89
C.29 Export Cancellation Chart to Excel ....................................................L89
C.30 Report Collection ................................................................................L90
C.31 Print Pivot Collection .........................................................................L90
C.32 Print Collection Chart .........................................................................L91
C.33 Export Pivot Collection to Excel .........................................................L91
C.34 Export Collection Chart to Excel ........................................................L92
C.35 Report Kavling Highlights ..................................................................L92
C.36 Print Pivot Kavling Highlights ...........................................................L93
C.37 Print Kavling Highlights Chart ...........................................................L93
C.38 Export Pivot Kavling Highlights to Excel ...........................................L94
C.39 Export Kavling Highlights Chart to Excel ..........................................L94
C.40 Report PPJB And AJB Status .............................................................L95
C.41 Print Pivot PPJB And AJB Status ......................................................L95
C.42 Print PPJB And AJB Status Chart.......................................................L96
C.43 Export Pivot PPJB And AJB Status to Excel ......................................L96
C.44 Export PPJB And AJB Status Chart to Excel .....................................L97
C.45 Report Sales ........................................................................................L97
C.46 Print Pivot Sales .................................................................................L98
C.47 Print Sales Chart..................................................................................L98
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C.48 Export Pivot Sales to Excel ................................................................L99
C.49 Export Sales Chart to Excel ................................................................L99
C.50 Report Sales And Collection Status ..................................................L100
C.51 Print Pivot Sales And Collection Status ...........................................L100
C.52 Print Sales And Collection Status Chart ...........................................L101
C.53 Export Pivot Sales And Collection Status to Excel .........................L101
C.54 Export Sales And Collection Status Chart to Excel ..........................L102
C.55 Report Sales Collection Percentage ..................................................L102
C.56 Print Pivot Sales Collection Percentage ...........................................L103
C.57 Print Sales Collection Percentage Chart ...........................................L103
C.58 Export Pivot Sales Collection Percentage to Excel ...........................L104
C.59 Export Sales Collection Percentage Chart to Excel ..........................L104
C.60 About Us ...........................................................................................L105
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Lampiran D Spesifikasi Proses Aplikasi Data Warehouse
D.1 Modul Layar Utama ..........................................................................L106
D.2 Modul System ...................................................................................L106
D.3 Modul Log in ....................................................................................L106
D.4 Modul Add User ...............................................................................L107
D.5 Modul Change Password ..................................................................L107
D.6 Modul Log out ..................................................................................L108
D.7 Modul Exit ........................................................................................L108
D.8 Modul DTS .......................................................................................L108
D.9 Modul Fact ........................................................................................L108
D.10 Modul Sales ......................................................................................L108
D.11 Modul Cancellation ...........................................................................L109
D.12 Modul Collection ..............................................................................L109
D.13 Modul Sales And Collection Status ..................................................L109
D.14 Modul Kavling Highlights ................................................................L110
D.15 Modul PPJB And AJB Status ...........................................................L110
D.16 Modul Aging Customers Receivable ................................................L111
D.17 Modul Sales And Collection Percentage ..........................................L111
D.18 Modul Report ....................................................................................L111
D.19 Modul Pivot Sales .............................................................................L112
D.20 Modul Pivot Cancellation .................................................................L112
D.21 Modul Pivot Collection .....................................................................L112
D.22 Modul Pivot Kavling Highlights .......................................................L113
D.23 Modul Pivot Sales And Collection Percentage .................................L113
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D.24 Modul Pivot PPJB And AJB Status ..................................................L113
D.25 Modul Pivot Sales And Collection Status .........................................L114
D.26 Modul Pivot Aging Customers Receivable .......................................L114
D.27 Modul Windows ................................................................................L115
D.28 Modul About Us ...............................................................................L115
D.29 Modul Class DTS...............................................................................L115
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Lampiran E Pertanyaan .......................................................................................L116