APPLICATION OF DATA MINING ANALYSIS USING APRIORI ALGORITHM FOR BUYING HABITS OF CUSTOMER FROM INVENTORY DATABASE OF SINAR KARYA FURNITURE - UDiNus Repository

LIST OF CONTENT
FINAL YEAR PROJECT AGREEMENTAL ....... Error! Bookmark not defined.
VALIDATION....................................................... Error! Bookmark not defined.
DECLARATION ................................................... Error! Bookmark not defined.
CONSENT STATEMENT OF SCIENTIFIC PAPER’S PUBLICATION FOR
ACADEMIC INTEREST ...................................... Error! Bookmark not defined.
ACKNOWLEDGEMENTS ................................... Error! Bookmark not defined.
ABSTRACT........................................................... Error! Bookmark not defined.
LIST OF CONTENT ............................................................................................... 1
LIST OF TABLE ................................................... Error! Bookmark not defined.
LIST OF FIGURE ................................................. Error! Bookmark not defined.
CHAPTER I ........................................................... Error! Bookmark not defined.
INTRODUCTION ................................................. Error! Bookmark not defined.
1.1

Background of Study.................................... Error! Bookmark not defined.

1.2

Problem Statement ....................................... Error! Bookmark not defined.

1.3

Scope of Study ............................................. Error! Bookmark not defined.

1.4

Objectives ..................................................... Error! Bookmark not defined.

1.5

Benefit of Study ........................................... Error! Bookmark not defined.

1.5.1

Benefit for author ............................. Error! Bookmark not defined.

1.5.2

Benefit for academic ........................ Error! Bookmark not defined.

1.5.3

Benefit for Sinar Karya Furniture .... Error! Bookmark not defined.

CHAPTER II.......................................................... Error! Bookmark not defined.
THEORETICAL BACKGROUND ....................... Error! Bookmark not defined.
2.1

Related Study ............................................... Error! Bookmark not defined.

2.2

Theoretical Foundation ................................ Error! Bookmark not defined.

2.2.1

Market Basket Analysis Definition.. Error! Bookmark not defined.

2.2.2

Data Mining ..................................... Error! Bookmark not defined.

2.2.3

Grouping of data mining .................. Error! Bookmark not defined.

2.2.4

Association Rule .............................. Error! Bookmark not defined.

2.2.5

Apriori Algorithm ............................ Error! Bookmark not defined.

2.2.6

Manual Calculation Apriori ............. Error! Bookmark not defined.

2.3

Review the Object of Study ......................... Error! Bookmark not defined.

1

2.4

Framework of Study..................................... Error! Bookmark not defined.

CHAPTER III ........................................................ Error! Bookmark not defined.
RESEARCH METHOD ........................................ Error! Bookmark not defined.
3.1

Instrument of Study ...................................... Error! Bookmark not defined.

3.2

Data Sources................................................. Error! Bookmark not defined.

3.3

Technique Analysis Data ............................. Error! Bookmark not defined.

3.3.1

Business Understanding phase......... Error! Bookmark not defined.

3.3.2

Data Understanding Phase ............... Error! Bookmark not defined.

3.3.3

Data Preparation Phase .................... Error! Bookmark not defined.

3.3.4

Modelling Phase .............................. Error! Bookmark not defined.

3.3.5

Evaluation Phase .............................. Error! Bookmark not defined.

3.3.6

Deployment Phase ........................... Error! Bookmark not defined.

3.4

Application Design....................................... Error! Bookmark not defined.

CHAPTER IV ........................................................ Error! Bookmark not defined.
ANALYSIS OF RESULTS AND DISCUSSION . Error! Bookmark not defined.
4.1

Research Result ............................................ Error! Bookmark not defined.

4.2

Design Function ........................................... Error! Bookmark not defined.

4.2.1

Use Case Diagram ........................... Error! Bookmark not defined.

4.2.2

Class Diagram .................................. Error! Bookmark not defined.

4.2.3

Activity Diagram ............................. Error! Bookmark not defined.

4.3

Discussion .................................................... Error! Bookmark not defined.

4.3.1

Dataset ............................................. Error! Bookmark not defined.

4.3.2

Upload dataset.................................. Error! Bookmark not defined.

4.3.3

Processing Data................................ Error! Bookmark not defined.

4.3.4
Compute the support and confidence value ....Error! Bookmark not
defined.
4.3.5

Questionnaire results from the users Error! Bookmark not defined.

CHAPTER V ......................................................... Error! Bookmark not defined.
CONCLUSIONS AND SUGGESTIONS ............. Error! Bookmark not defined.
5.1.

Conclusion.................................................... Error! Bookmark not defined.

5.2.

Suggestion .................................................... Error! Bookmark not defined.

5.2.1

Suggestion to develop this study ..... Error! Bookmark not defined.

5.2.2

Suggestion for Sinar Karya FurniturreError! Bookmark not defined.

REFERENCES ...................................................... Error! Bookmark not defined.