UNIVERSITAS BINA NUSANTARA Jurusan Teknik Informatika Skripsi Sarjana Komputer Semester Ganjil tahun 20062007 ANALISIS DAN PERANCANGAN DATA MINING PENJUALAN PADA PT. PATCY MENTARI Kaleb Lukito Setiawan 0700724944 William Winardi 0700711954 Abstrak - ANALI

  Jurusan Teknik Informatika Skripsi Sarjana Komputer

  Semester Ganjil tahun 2006/2007

  

ANALISIS DAN PERANCANGAN DATA MINING PENJUALAN

PADA PT. PATCY MENTARI

Kaleb Lukito Setiawan 0700724944 William Winardi 0700711954 Abstrak

  Data mining merupakan kumpulan analisa data-data yang melewati proses

  pengintegrasian data-data penjualan yang digunakan sebagai informasi dalam pengambilan keputusan pihak eksekutif perusahaan. Data-data ini menjadi informasi yang sangat penting untuk menghadapi persaingan pasar bisnis yang kompetitif. Tujuan penulisan ini adalah untuk menganalisis dan merancang aplikasi yang dijadikan dasar untuk membangun sistem data mining penjualan pada PT. Patcy Mentari yang dapat meningkatkan akses informasi secara cepat dan mudah, serta mempermudah dalam pengambilan keputusan. Metode penulisan yang digunakan adalah metode analisis dengan teknik fact-finding, metode perancangan piranti lunak dengan teknik Linier

  

Sequential Model , metode perancangan data warehouse dengan teknik Nine-Step

Methodology (dikarenakan pada saat sistem dibangun, sistem data warehouse belum

  tersedia), dan metode perancangan data mining dengan teknik Clustering. Data mining ini dibangun dengan menggunakan perangkat lunak Visual Basic 6 sebagai front-end dan 2000 sebagai database engine. Implementasi data mining yang

  Microsoft SQL Server

  diterapkan pada PT. Patcy Mentari merupakan alat bantu bagi pihak manajemen dalam proses pengambilan keputusan dari data yang tersedia dalam database sistem yang telah berjalan. Hasil ini dapat disimpulkan dari evaluasi perubahan sistem dimana aplikasi

  

data mining dapat membantu dalam mengakses data dan menyajikan informasi yang

berguna bagi pihak manajemen.

  Kata kunci: data warehouse, data mining, clustering, penjualan.

KATA PENGANTAR

  Puji syukur kami ucapkan kepada Tuhan Yang Maha Esa karena atas berkat dan rahmat-Nya sehingga penulis dapat menyelesaikan skripsi ini. Penulisan skripsi ini merupakan salah satu syarat untuk memperoleh gelar kesarjanaan pada jenjang pendidikan Strata-1, Fakultas Ilmu Komputer, Jurusan Teknik Informatika pada Universitas Bina Nusantara, Jakarta. Sebagai bahan dalam penulisan skripsi ini penulis memilih judul “Analisis dan Perancangan Data Mining Penjualan pada PT. Patcy Mentari“.

  Topik dan subtopik yang diangkat didalam skripsi ini hanyalah berkisar pada beberapa hal yang relevan dan menarik untuk dibicarakan. Pembahasan yang dilakukan lebih bersifat teoritis, umum namun praktis dari berbagai sumber. Hal tersebut dimaksudkan untuk menunjukkan dasar sekaligus menguatkan penjelasan dan pendalaman yang dikembangkan menuju pengaplikasian yang nyata dan dapat diterima bersama.

  Pada kesempatan ini, penulis ingin mengucapkan terima kasih kepada pihak yang telah memberikan dukungan, bantuan, bimbingan dan nasehat dalam penyusunan skripsi ini, yaitu: 1.

  Bapak Prof. Dr. Drs. Gerardus Polla, M.App.Sc., selaku Rektor Universitas Bina Nusantara.

  3. Bapak Setiadi Indra Digdoyono Notohamijoyo, Ir., M.T., selaku pembimbing yang telah memberikan pengarahan dan masukan, sehingga skripsi ini dapat diselesaikan dengan baik.

  4. Bapak Wirahadi Handali, selaku pimpinan PT. Patcy Mentari yang telah banyak memberikan bantuan dalam penyusunan skripsi ini.

  5. Seluruh dosen dan staf pengajar Fakultas Ilmu Komputer, Jurusan Teknik Informatika, Universitas Bina Nusantara yang telah memberikan bantuan dan bimbingan.

  6. Keluarga penulis yang telah memberikan dukungan dan pengertian selama penulis melangsungkan studi.

  7. Semua pihak yang telah membantu penulis baik secara langsung maupun tidak langsung yang namanya tidak dapat disebutkan satu persatu.

  Penulis menyadari bahwa skripsi ini belum sempurna. Dengan hati tulus, penulis sangat terbuka akan masukan berupa saran atau kritik dari pembaca yang sekiranya sangat diperlukan bagi penyempurnaan bagi skripsi ini.

  Akhir kata, penulis berharap semoga skripsi ini dapat berguna dan dapat dikembangkan lebih lanjut di masa mendatang.

  Jakarta, Januari 2007 Penulis

DAFTAR ISI

  Hal Halaman Judul Luar ................................................................................................. i Halaman Judul Dalam .............................................................................................. ii Halaman Persetujuan Hardcover ............................................................................. iii Halaman Pernyataan Dewan Penguji ....................................................................... iv Abstrak ...................................................................................................................... vi Kata Pengantar .......................................................................................................... vii Daftar Isi ................................................................................................................... ix Daftar Tabel .............................................................................................................. xv Daftar Gambar........................................................................................................... xviii Daftar Lampiran ....................................................................................................... xxv

  BAB 1 PENDAHULUAN

  1.1 Latar Belakang .................................................................................. 1

  1.2 Ruang Lingkup.................................................................................. 4

  1.3 Tujuan dan Manfaat Penulisan.......................................................... 4 1.4 Metodologi Penelitian .......................................................................

  5 1.5 Sistematika Penulisan .......................................................................

  6 BAB 2 LANDASAN TEORI

  2.1 Teori Umum...................................................................................... 8

  2.1.1 Definisi Database .................................................................... 8

  2.1.2 Database Management System (DBMS) ................................. 9

  2.1.3 Siklus hidup Database ............................................................. 10

  2.1.4 Definisi Data Warehouse ......................................................... 12

  2.1.5 Konsep Data Warehouse ......................................................... 15

  2.1.6 Anatomi Data Warehouse ........................................................ 20

  2.1.7 Arsitektur Data Warehouse ..................................................... 23

  2.1.8 Data Mart ................................................................................ 31

  2.1.9 Aliran Proses Data Warehouse ............................................... 32

  2.1.10 Model Dimensional................................................................ 37

  2.1.11 Star Scheme ............................................................................ 39

  2.1.12 Denormalisasi......................................................................... 40

  2.1.13 Snowflake Scheme .................................................................. 41

  2.1.14 Starflake Scheme .................................................................... 42

  2.1.15 Metodologi Perancangan Database untuk Data Warehouse . 43

  2.1.16 OLAP .................................................................................... 46

  2.1.17 Definisi Data Mining ............................................................. 49

  2.1.18 Penerapan Data Mining ......................................................... 49

  2.1.19 Metodologi Data Mining ....................................................... 50

  2.1.20 Kategori Data Mining ............................................................ 52

  2.1.21 Hubungan antara Data Mining dengan Data Warehouse ...... 52

  2.1.22 Teknik-teknik yang Digunakan dalam Data Mining ............ 53

  2.1.23 Data Mining vs Online Analytical Processing (OLAP) ....... 56

  2.1.24 Definisi Rekayasa Piranti Lunak (Software Engineering) .... 58

  2.1.25 Model-model Rekayasa Piranti Lunak .................................. 59

  2.1.26 Definisi State Transition Diagram (STD) ............................ 63

  2.1.27 Notasi State Transition Diagram (STD) ............................... 64

  2.1.28 Condition and Action ............................................................ 64

  2.1.29 Definisi Fact-Finding ........................................................... 64

  2.1.30 Teknik-teknik Fact-Finding ................................................... 65

  2.2 Teori Khusus .................................................................................... 67

  2.2.1 Definisi Penjualan .................................................................... 67

  2.2.2 Definisi Advertising ................................................................. 68

  2.2.3 Definisi Advertising Agency .................................................... 69

  2.2.4 Definisi Pemasaran ................................................................. 70

  BAB 3 ANALISIS KEBUTUHAN SISTEM

  3.1 Metode Analisis dan Perancangan ....................................................... 72

  3.2 Latar Belakang Organisasi ................................................................... 72

  3.3 Visi dan Misi ....................................................................................... 74

  3.4 Struktur Organisasi ............................................................................. 75

  3.4.1 Uraian Tugas pada PT. Patcy Mentari .................................... 77

  3.5 Analisis Dokumen dan Sistem Basis Data Berjalan ........................... 85

  3.5.1 Analisis Dokumen ................................................................... 85

  3.5.2 Analisis Sistem Basis Data Berjalan ....................................... 88

  3.6 Subyek Data yang Dipakai Perusahaan .............................................. 108

  3.7 Analisis Matriks .................................................................................. 109

  3.7.1 Matriks Organisasi vs Subyek Data ........................................ 109

  3.7.2 Matriks Organisasi vs Fungsi Bisnis ....................................... 110

  3.7.3 Matriks Fungsi Bisnis vs Subyek Data ................................... 111

  3.8 Teknologi Informasi di Organisasi Tempat Studi Kasus .................... 112

  3.8.1 Perangkat Keras ...................................................................... 112

  3.8.2 Piranti Lunak ........................................................................... 112

  3.8.3 Matriks Fungsi Bisnis vs Aplikasi .......................................... 113

  3.8.4 Matriks Subyek Data vs Aplikasi ............................................ 114

  3.9 Analisis SWOT Keberhasilan Penerapan Sistem yang Diusulkan ..... 115

  3.10 Analisis Kebutuhan Data dan Informasi ........................................... 116

  3.11 Masalah yang Dihadapi ..................................................................... 116

  3.12 Pemecahan Masalah .......................................................................... 117

  BAB 4 RANCANGAN SISTEM YANG DIUSULKAN

  4.1 Arsitektur Data Warehouse .............................................................. 119

  4.2 Rancangan Data Warehouse ............................................................. 123

  4.3 Rancangan Implementasi Data Warehouse dan Data Mining ......... 125

  4.3.1 Dukungan Perangkat Keras ..................................................... 125

  4.3.2 Dukungan Piranti Lunak ......................................................... 126

  4.4 Perancangan Database untuk Data Warehouse ............................... 126

  4.4.1 Pemilihan Proses Bisnis ........................................................... 127

  4.4.2 Pemilihan Grain ....................................................................... 129

  4.4.3 Skema Bintang ........................................................................ 132

  4.5 Metadata..... ......................................................................................... 138

  4.6 Analisa Kapasitas Media Penyimpanan Sistem .................................. 152

  4.7 Perancangan Data Mining ................................................................... 153

  4.7.1 Perancangan Cluster untuk Data Mining ................................ 155

  4.7.2 Perancangan Mining Model .................................................... 157

  4.8 Perancangan State Transition Diagram .............................................. 162

  4.8.1 Form Awal .............................................................................. 162

  4.8.2 Form Menu ............................................................................. 164

  4.8.3 Form Report ............................................................................ 165

  4.8.4 Form Cube .............................................................................. 166

  4.8.5 Form Chart ............................................................................. 167

  4.8.6 Form Mining Model ................................................................ 168

  4.8.7 Form Mining Management ..................................................... 169

  4.8.8 Form Add New User ............................................................... 170

  4.8.9 Form Edit User ....................................................................... 171

  4.9 Pseudocode Rancangan Sistem yang Diusulkan ................................ 172

  4.10 Rancangan Layar................................................................................ 176

  4.10.1 Layar Awal ............................................................................ 176

  4.10.2 Layar Login ........................................................................... 176

  4.10.3 Layar Change Server ............................................................ 177

  4.10.4 Layar Menu Utama ............................................................... 178

  4.10.5 Layar Add New User ............................................................. 178

  4.10.6 Layar Menu Report ............................................................... 179

  4.10.7 Layar Menu Cube .................................................................. 180

  4.10.8 Layar Menu Chart ................................................................. 181

  4.10.9 Layar Menu Star Scheme ....................................................... 182

  4.10.10 Layar Menu Mining Model ................................................. 183

  4.11 Representasi Data .............................................................................. 183

  BAB 5 IMPLEMENTASI DAN EVALUASI

  5.1 Estimasi Waktu Pembuatan Sistem .................................................... 199

  5.2 Implementasi Sistem Data Mining ..................................................... 200

  5.3 Evaluasi terhadap Perubahan Sistem .................................................. 273

  5.4 Respon terhadap Implementasi Sistem ............................................... 273

  

BAB 6 S IMPULAN DAN SARAN ....................................................................... 278

  6.1 Simpulan .............................................................................................. 278

  6.2 Saran..................................................................................................... 279

  

DAFTAR PUSTAKA ............................................................................................. 281

RIWAYAT HIDUP ................................................................................................ 284

LAMPIRAN SURAT KETERANGAN SURVEI

DAFTAR TABEL

Tabel 3.12 Tabel Detail Job 2 ............................................................................ 95Tabel 3.24 Tabel Purchase Type ........................................................................ 100Tabel 3.23 Tabel Vendor .................................................................................... 100Tabel 3.22 Tabel Purchase Order Master Purchase Return ............................. 99Tabel 3.21 Tabel Master Purchase Order ......................................................... 99Tabel 3.20 Tabel Media ..................................................................................... 98Tabel 3.19 Tabel Purchase Order Detail Purchase Return................................ 98Tabel 3.18 Tabel Detail Purchase Order ........................................................... 97Tabel 3.17 Tabel Master Produk ........................................................................ 97Tabel 3.16 Tabel Master Job ............................................................................. 96Tabel 3.15 Tabel Job Group .............................................................................. 96Tabel 3.14 Tabel Job Order Control Detail Product 2 ...................................... 96Tabel 3.13 Tabel Job Order Control Detail Product 1 ...................................... 96Tabel 2.1 Perbandingan OLTP dan Data Warehouse ....................................... 14Tabel 2.2 Perbandingan OLTP dan OLAP ...................................................... 47Tabel 3.10 Tabel Cost ....................................................................................... 95Tabel 3.9 Tabel Produk Klien .......................................................................... 94Tabel 3.8 Tabel Account Receiveble Return Invoice......................................... 94Tabel 3.7 Tabel Account Receiveble Master Invoice ....................................... 93Tabel 3.6 Tabel Account Receiveble Master Credit Note ................................ 93Tabel 3.5 Tabel Account Receiveble Detail Invoice ........................................ 92Tabel 3.4 Tabel Account Receiveble Detail Credit Note ................................. 92Tabel 3.3 Tabel Account Payable Return Invoice ............................................ 91Tabel 3.2 Tabel Account Payable Master Invoice ........................................... 91Tabel 3.1 Tabel Account Payable Detail Invoice ............................................. 90Tabel 2.5 Perbandingan OLAP dan Data Mining ............................................ 57Tabel 2.4 Perbandingan Data Warehouse dan Data Mining ........................... 53Tabel 2.3 Perbandingan Data Warehouse dan OLAP ...................................... 47Tabel 3.11 Tabel Detail Job 1 ............................................................................ 95Tabel 3.25 Tabel Sales Type ............................................................................... 101Tabel 3.41 Matriks Fungsi Bisnis vs Aplikasi ................................................... 113Tabel 4.11 Tabel Metadata Dim_Vendor ........................................................... 147Tabel 4.10 Tabel Metadata Dim_Time .............................................................. 146Tabel 4.9 Tabel Metadata Dim_SalesType ...................................................... 146Tabel 4.8 Tabel Metadata Dim_PurchaseType ................................................ 145Tabel 4.7 Tabel Metadata Dim_Media ............................................................ 144Tabel 4.6 Tabel Metadata Dim_JobGroup ....................................................... 143Tabel 4.5 Tabel Metadata Dim_Customer ....................................................... 142Tabel 4.4 Tabel Metadata Dim_Cost ............................................................... 141Tabel 4.3 Tabel Metadata Dim_AE ................................................................. 140Tabel 4.2 Tabel Metadata Dim_AdProduct ..................................................... 139Tabel 4.1 Matriks Fungsi Bisnis vs Subyek Data untuk Proses Bisnis............. 128Tabel 3.43 Tabel Analisis SWOT ...................................................................... 115Tabel 3.42 Matriks Subyek Data vs Aplikasi ..................................................... 114Tabel 3.40 Tabel Perangkat Lunak .................................................................... 113Tabel 3.26 Tabel Account Executive (AE) ......................................................... 101Tabel 3.39 Matriks Fungsi Bisnis vs Subyek Data ............................................ 111Tabel 3.38 Matriks Organisasi vs Fungsi Bisnis ................................................ 110Tabel 3.37 Matriks Organisasi vs Subyek Data ................................................. 109Tabel 3.36 Subyek Data ..................................................................................... 108Tabel 3.35 Tabel User ........................................................................................ 107Tabel 3.34 Tabel Top ......................................................................................... 107Tabel 3.33 Tabel Sub Detail Sales Quotation .................................................... 106Tabel 3.32 Tabel Sub Detail Sales Order ........................................................... 105Tabel 3.31 Tabel Sales Order Master Sales Quotation ..................................... 104Tabel 3.30 Tabel Sales Order Master Sales Order ............................................ 104Tabel 3.29 Tabel Sales Order Detail Sales Quotation........................................ 103Tabel 3.28 Tabel Sales Order Detail Sales Order ............................................. 102Tabel 3.27 Tabel Klien ....................................................................................... 102Tabel 4.12 Tabel Metadata Fact_Job ................................................................. 148Tabel 4.13 Tabel Metadata Fact_Media_Order ................................................. 149Tabel 4.28 Representasi Data pada Tabel Fakta MediaOrder ........................... 194Tabel 5.6 Tabel Kesimpulan Cluster Vendor ................................................... 271Tabel 5.5 Tabel Kesimpulan Cluster Media .................................................... 269Tabel 5.4 Tabel Kesimpulan Cluster Customer ............................................... 267Tabel 5.3 Tabel Kesimpulan Cluster AE .......................................................... 265Tabel 5.2 Tabel Kesimpulan Cluster AdProduct ............................................. 263Tabel 5.1 Estimasi Waktu ................................................................................ 199Tabel 4.33 Representasi Data pada Tabel Login ................................................ 198Tabel 4.32 Representasi Data pada Tabel MsMiningModel .............................. 198Tabel 4.31 Representasi Data pada Tabel Filter Time Stamp ............................ 197Tabel 4.30 Representasi Data pada Tabel Fakta Sales ....................................... 196Tabel 4.29 Representasi Data pada Tabel Fakta Purchase ................................ 195Tabel 4.27 Representasi Data pada Tabel Fakta Job ......................................... 193Tabel 4.14 Tabel Metadata Fact_Purchase ........................................................ 150Tabel 4.26 Representasi Data pada Tabel Dimensi Vendor ............................... 192Tabel 4.25 Representasi Data pada Tabel Dimensi Time ................................... 191Tabel 4.24 Representasi Data pada Tabel Dimensi SalesType .......................... 190Tabel 4.23 Representasi Data pada Tabel Dimensi PurchaseType..................... 190Tabel 4.22 Representasi Data pada Tabel Dimensi Media ................................ 189Tabel 4.21 Representasi Data pada Tabel Dimensi JobGroup .......................... 188Tabel 4.20 Representasi Data pada Tabel Dimensi Customer ........................... 187Tabel 4.19 Representasi Data pada Tabel Dimensi Cost ................................... 186Tabel 4.18 Representasi Data pada Tabel Dimensi AE ...................................... 185Tabel 4.17 Representasi Data pada Tabel Dimensi AdProduct ......................... 184Tabel 4.16 Tabel Perancangan Cluster untuk Data Mining ............................... 155Tabel 4.15 Tabel Metadata Fact_Sales .............................................................. 151Tabel 5.7 Evaluasi terhadap Perubahan Sistem ................................................ 273

DAFTAR GAMBAR

Gambar 2.1 The Database System Development Lifecycle ...................................... 10Gambar 2.2 Data yang berorientasi subyek ............................................................ 16Gambar 2.3 Integrasi data warehouse ..................................................................... 18Gambar 2.4 Rentang waktu data warehouse .......................................................... 19Gambar 2.5 tidak berubah............................................................. 20

  Data warehouse

Gambar 2.6 Data warehouse fungsional ................................................................ 21Gambar 2.7 Data warehouse terpusat ..................................................................... 22Gambar 2.8 Data warehouse terdistribusi .............................................................. 22Gambar 2.9 Arsitektur data warehouse secara umum ............................................ 23Gambar 2.10 Aliran informasi pada sebuah data warehouse ................................... 32Gambar 2.11 Star Scheme.......................................................................................... 40Gambar 2.12 Snowflake Scheme ................................................................................ 42Gambar 2.13 Linier Sequential Model ...................................................................... 59Gambar 2.14 Prototyping Model .............................................................................. 60Gambar 2.15 RAD Model .......................................................................................... 61Gambar 2.16 Incremental Model .............................................................................. 62Gambar 2.17 Spiral Model ........................................................................................ 63Gambar 3.1 Struktur Organisasi PT. Patcy Mentari ............................................... 76Gambar 3.2 ERD Sistem Berjalan .......................................................................... 89Gambar 4.1 Arsitektur data warehouse PT. Patcy Mentari .................................... 120Gambar 4.2 Pemilihan proses bisnis ....................................................................... 127Gambar 4.3 Grain Penjualan Iklan ......................................................................... 129Gambar 4.4 Grain Pembelian Jasa Supplier ........................................................... 130Gambar 4.5 Grain Pemasangan Iklan ..................................................................... 131Gambar 4.6 Grain Pembagian Job / Proyek ........................................................... 132Gambar 4.7 Skema Bintang Gabungan.................................................................... 133Gambar 4.8 Skema Bintang Penjualan ................................................................... 134Gambar 4.9 Skema Bintang Pembelian .................................................................. 135Gambar 4.10 Skema Bintang Pemasangan Iklan ...................................................... 136Gambar 4.11 Skema Bintang Job / Proyek ............................................................... 137Gambar 4.12 Perancangan Model Mining Cluster AdProduct ................................. 157Gambar 4.13 Perancangan Model Mining Cluster AE ............................................. 159Gambar 4.14 Perancangan Model Mining Cluster Customer ................................... 159Gambar 4.15 Perancangan Model Mining Cluster Media ........................................ 160Gambar 4.16 Perancangan Model Mining Cluster Vendor ....................................... 161Gambar 4.17 STD Form Awal .................................................................................. 163Gambar 4.18 STD Form Menu ................................................................................. 164Gambar 4.19 STD Form Report ............................................................................... 165Gambar 4.20 STD Form Cube .................................................................................. 166Gambar 4.21 STD Form Chart ................................................................................. 167Gambar 4.22 STD Form Mining Model ................................................................... 168Gambar 4.23 STD Form Mining Model Management ............................................. 169Gambar 4.24 STD Form Add New User .................................................................. 170Gambar 4.25 STD Form Edit User ........................................................................... 171Gambar 4.26 Rancangan Layar Awal ....................................................................... 176Gambar 4.27 Rancangan Layar Login ...................................................................... 176Gambar 4.28 Rancangan Layar Change Server ........................................................ 177Gambar 4.29 Rancangan Layar Menu Utama ........................................................... 178Gambar 4.30 Rancangan Layar Add New User ........................................................ 178Gambar 4.31 Rancangan Layar Menu Report .......................................................... 179Gambar 4.32 Rancangan Layar Menu Cube.............................................................. 180Gambar 4.33 Rancangan Layar Menu Chart ............................................................ 181Gambar 4.34 Rancangan Layar Menu Scheme Star ................................................. 182Gambar 4.35 Rancangan Layar Menu Mining Model ............................................... 183Gambar 5.1 Tampilan Halaman Awal .................................................................... 201Gambar 5.2 Tampilan Halaman Login .................................................................... 202Gambar 5.3 Tampilan pesan pemberitahuan untuk tidak mengosongkan field ...... 202Gambar 5.4 Tampilan pesan peringatan bahwa login atau password salah ............ 202Gambar 5.5 Tampilan halaman Change Server ...................................................... 203Gambar 5.6 Tampilan pesan koneksi ke database berhasil .................................... 203Gambar 5.7 Tampilan pesan koneksi ke database gagal ........................................ 204Gambar 5.8 Tampilan halaman utama .................................................................... 205Gambar 5.9 Tampilan menu File ............................................................................ 205Gambar 5.10 Tampilan menu View .......................................................................... 206Gambar 5.11 Tampilan menu Mining ....................................................................... 206Gambar 5.12 Tampilan menu Admin ........................................................................ 207Gambar 5.13 Tampilan menu About Us ................................................................... 207Gambar 5.14 Tampilan halaman Add New User ....................................................... 208Gambar 5.15 Tampilan pesan peringatan bahwa login tidak boleh kosong ............. 208Gambar 5.16 Tampilan pesan peringatan bahwa login name atau password telah berhasil dibuat ..................................................................................... 209Gambar 5.17 Tampilan halaman Confirm Password ................................................ 209Gambar 5.18 Tampilan halaman Edit User .............................................................. 210Gambar 5.19 Tampilan pesan pemberitahuan user telah berhasil di-edit ................. 210Gambar 5.20 Tampilan halaman About Us ............................................................... 211Gambar 5.21 Tampilan halaman Report Fact Sales ................................................. 212Gambar 5.22 Tampilan halaman Report Fact Purchase .......................................... 213Gambar 5.23 Tampilan halaman Report Fact Media Order...................................... 214Gambar 5.24 Tampilan halaman Report Fact Job .................................................... 215Gambar 5.25 Komponen bar menu Report ............................................................... 216Gambar 5.26 Tampilan Cube jika Total Job Hours dan Total Cost Value di-sort ascending ................................................................................. 217Gambar 5.27 Tampilan Cube jika Qty Sales di-sort descending ............................... 218Gambar 5.28 Tampilan jika dilakukan Show Top 5 pada Customer Name ............... 219Gambar 5.29 Tampilan jika Sub Total diklik............................................................. 220Gambar 5.30 Tampilan jika Calculated Total and Fields diklik ............................... 222Gambar 5.31 Tampilan jika Calculated Total and Fields dengan kombinasi

  ............................................................ 222

  Show As Percent of Row Total

Gambar 5.32 Tampilan bila pada row Job Group Desc diklik tombol expand ........ 223Gambar 5.33 Tampilan bila pada row Job Group Desc diklik tombol collapse ...... 224Gambar 5.34 Tampilan Export to Microsoft Excel ................................................... 225Gambar 5.35 Tampilan Commands and Options ...................................................... 225Gambar 5.36 Tampilan Field List ............................................................................. 226Gambar 5.37 Tampilan halaman Cube Fact Sales .................................................... 227Gambar 5.38 Tampilan halaman Cube Fact Purchase ............................................. 228Gambar 5.39 Tampilan halaman Cube Fact Media Order ....................................... 229Gambar 5.40 Tampilan halaman Cube Fact Job ...................................................... 230Gambar 5.41 Tampilan halaman Cube dengan list filter data .................................. 231Gambar 5.42 Tampilan pesan pemberitahuan sub-menu Transform ........................ 231Gambar 5.43 Tampilan halaman Chart Fact Sales ................................................... 232Gambar 5.44 Tampilan halaman Chart Fact Purchase ............................................ 233Gambar 5.45 Tampilan halaman Chart Fact Media Order ...................................... 234Gambar 5.46 Tampilan halaman Chart Fact Job ..................................................... 235Gambar 5.47 Tampilan halaman list data pada Chart .............................................. 236Gambar 5.48 Tampilan komponen bar menu Chart ................................................. 237Gambar 5.49 Tampilan menu Chart Type ................................................................ 238Gambar 5.50 Tampilan halaman Chart jika legend di-hide ...................................... 239Gambar 5.51 Tampilan halaman Chart jika By Row / Column diklik ...................... 240Gambar 5.52 Tampilan halaman Chart jika diurutkan secara ascending ................. 241Gambar 5.53 Tampilan halaman Chart jika diurutkan secara descending ............... 242Gambar 5.54 Tampilan halaman Chart jika ditampilkan 5 menu tertinggi saja dengan menu ......................................................................... 243

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