Inventory record analysis using deviation analysis / Muda Wali Abdullah

This project is about the analysis of inventory records based on data mining technique which is deviation analysis. Deviation analysis refers to the identifying of anomalies which are different things from normal. Every retail store are not excluded from suffering inventory loss which could cause to...

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Main Author:	Abdullah, Muda Wali
Format:	Thesis
Language:	English
Published:	2015
Subjects:	Mathematical statistics Probabilities Analysis
Online Access:	https://ir.uitm.edu.my/id/eprint/14539/1/14539.pdf
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id	my-uitm-ir.14539
record_format	uketd_dc
spelling	my-uitm-ir.145392021-10-07T03:28:51Z Inventory record analysis using deviation analysis / Muda Wali Abdullah 2015 Abdullah, Muda Wali Mathematical statistics. Probabilities Analysis This project is about the analysis of inventory records based on data mining technique which is deviation analysis. Deviation analysis refers to the identifying of anomalies which are different things from normal. Every retail store are not excluded from suffering inventory loss which could cause to inventory shrinkage. Retail store, Koperasi Perlop 2 had difficulties in identifying whether there are item missing or not and which item has been missing due to the actual quantity of items are not updated. Deviation analysis is used to identifying unusual pattern between inventory and sale data in order to detect the missing items and to generate knowledge for future prediction. The aim of this project is to study the inventory and sale records pattern using deviation analysis technique. To achieve the project aim, there are three objectives need to be accomplished. First objective are to gather information as well as data regarding the inventory and sale records. Second objective is to analyze the inventory records using deviation analysis and the final objective is to manage the analyzed inventory data into database. The methodology used in this project consists of four phases which are Problem Identification and Data Gathering, Analysis, Design and Implementation. The outcome from this project are the pattern of analyzed data by deviation analysis and anomalies data related to missing items are detected. Faculty of Computer and Mathematical Sciences 2015 Thesis https://ir.uitm.edu.my/id/eprint/14539/ https://ir.uitm.edu.my/id/eprint/14539/1/14539.pdf text en public other degree Universiti Teknologi MARA Cawangan Melaka Faculty of Computer and Mathematical Sciences
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
topic	Mathematical statistics Probabilities Analysis
spellingShingle	Mathematical statistics Probabilities Analysis Abdullah, Muda Wali Inventory record analysis using deviation analysis / Muda Wali Abdullah
description	This project is about the analysis of inventory records based on data mining technique which is deviation analysis. Deviation analysis refers to the identifying of anomalies which are different things from normal. Every retail store are not excluded from suffering inventory loss which could cause to inventory shrinkage. Retail store, Koperasi Perlop 2 had difficulties in identifying whether there are item missing or not and which item has been missing due to the actual quantity of items are not updated. Deviation analysis is used to identifying unusual pattern between inventory and sale data in order to detect the missing items and to generate knowledge for future prediction. The aim of this project is to study the inventory and sale records pattern using deviation analysis technique. To achieve the project aim, there are three objectives need to be accomplished. First objective are to gather information as well as data regarding the inventory and sale records. Second objective is to analyze the inventory records using deviation analysis and the final objective is to manage the analyzed inventory data into database. The methodology used in this project consists of four phases which are Problem Identification and Data Gathering, Analysis, Design and Implementation. The outcome from this project are the pattern of analyzed data by deviation analysis and anomalies data related to missing items are detected.
format	Thesis
qualification_name	other
qualification_level	Bachelor degree
author	Abdullah, Muda Wali
author_facet	Abdullah, Muda Wali
author_sort	Abdullah, Muda Wali
title	Inventory record analysis using deviation analysis / Muda Wali Abdullah
title_short	Inventory record analysis using deviation analysis / Muda Wali Abdullah
title_full	Inventory record analysis using deviation analysis / Muda Wali Abdullah
title_fullStr	Inventory record analysis using deviation analysis / Muda Wali Abdullah
title_full_unstemmed	Inventory record analysis using deviation analysis / Muda Wali Abdullah
title_sort	inventory record analysis using deviation analysis / muda wali abdullah
granting_institution	Universiti Teknologi MARA Cawangan Melaka
granting_department	Faculty of Computer and Mathematical Sciences
publishDate	2015
url	https://ir.uitm.edu.my/id/eprint/14539/1/14539.pdf
_version_	1783733287468924928

Inventory record analysis using deviation analysis / Muda Wali Abdullah

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