Introduction to Data Mining

13
INTRODUCTION TO DATA MINING Laboratorium Data Mining 2010/2011

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Transcript of Introduction to Data Mining

Page 1: Introduction to Data Mining

INTRODUCTION TO

DATA MININGLaboratorium Data Mining

2010/2011

Page 2: Introduction to Data Mining

Data

Definisi? fakta, rangkaian fakta yang mewakili suatu kejadian,

Contoh ??

Page 3: Introduction to Data Mining

Informasi

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

Contoh ??

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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

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Data, Informasi dan Pengetahuan

Concepts

Facts and Figures

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

Knowledge

Information

Data

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KDD

Definisi ???

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Penyebab Preprocessing Data

• Incomplete• Noisy• Inconsistance

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Metode Preprocessing Data

1. Data Cleaning

2. Data Integrasi

3. Data Transformasi

4. Data Reduksi

5. Data Diskretisasi

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Data Mining Concept

poladata terpilih

Metode tertentu

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Hubungan Data Mining dg Ilmu Lainnya

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Metode Data Mining

1. Analisis Cluster

2. Analisis Regresi

3. AR-MBA

4. Klasifikasi

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Aplikasi Data Mining

1. Segmentasi Pasar

2. Pengklasifikasian Peminjam Bank

3. Cross Market Analysis-Pembuatan Lay Out

Page 13: Introduction to Data Mining

Terimakasih


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