Introduction to Data Mining

INTRODUCTION TO

DATA MININGLaboratorium Data Mining

2010/2011

Definisi? fakta, rangkaian fakta yang mewakili suatu kejadian,

Contoh ??

Informasi

Definisi? Hasil pemrosesan data Data yang terkumpul, terproses dan bermakna Data yang memiliki arti Data dalam suatu konteks

Contoh ??

Knowledge

Definisi : Informasi dengan arah atau maksud yang

mendukung suatu keputusan atau aksi Hasil perkembangan dari hubungan orang

dan hal yang dipahaminya Hasil dari memahami informasi

Data, Informasi dan Pengetahuan

Concepts

Facts and Figures

Kendal, Simon and Creen, Malcolm.An Introduction to Knowledge Engineering. Springer. 2007.

Knowledge

Information

Definisi ???

Penyebab Preprocessing Data

• Incomplete• Noisy• Inconsistance

Metode Preprocessing Data

1. Data Cleaning

2. Data Integrasi

3. Data Transformasi

4. Data Reduksi

5. Data Diskretisasi

Data Mining Concept

poladata terpilih

Metode tertentu

Hubungan Data Mining dg Ilmu Lainnya

Metode Data Mining

1. Analisis Cluster

2. Analisis Regresi

3. AR-MBA

4. Klasifikasi

Aplikasi Data Mining

1. Segmentasi Pasar

2. Pengklasifikasian Peminjam Bank

3. Cross Market Analysis-Pembuatan Lay Out

Terimakasih

Introduction to Data Mining

Documents

Transcript of Introduction to Data Mining

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