Department of Computer Science Database and Data Mining‚ COS 514 Dr. Chi Shen Homework No. 8‚ Chapter 13‚ Aklilu Shiketa Q13. 3 Cosmetic Purchases Consider the following Data on Cosmetics Purchases in Binary Matrix Form a) Select several values in the matrix and explain their meaning. Value Cell Meaning 0 For example‚ Row 1‚ Column2 At transaction #1 bag was not purchased. (shows absence of Bag in the transaction) 1 Row 10‚ column (2 and 3) “If a Bag is purchased‚ a Blush is also purchased
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* How can the proposed system provide an accurate sales computation * How can the proposed system make a better sales record for each order transaction 1.3 SYSTEM OBJECTIVES * To develop a Sale and Inventory System for Graph Image Paint Center that will give solutions to the problems encountered in their manual business processes. * To avoid excess inventory and stock outs by using the sales inventory system * To produce appropriate reports of the sales 1.4 SYSTEM SCOPE AND LIMITATION
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SPECIAL REPORT Big Data AnalyticsDeep Dive Deriving Meaning From the Data Explosion © Copyright InfoWorld Media Group. All rights reserved. Sponsored by i Big Data AnalyticsDeep Dive Making sense of big data New analysis tools and abundant processing power unlock critical insights from unfathomable volumes of corporate and external data i By David S. Linthicum THE ABILITY TO DERIVE MEANING quickly from huge quantities of structured and unstructured data has been an objective
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multidimensional set of data. Henceforth‚ by applying Data Mining (DM) algorithms for Business Intelligence‚ it is possible to automate the analysis process‚ thus comes the ability to extract patterns and other important information from the data set. Understanding the reason why Data Mining is needed in Business Intelligence and also the process‚ applications and different tasks that Data Mining provides for Business Intelligence purposes is the main subject area in this essay. Data mining process is
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Overview: Chapter 2 Data Mining for Business Intelligence Shmueli‚ Patel & Bruce Core Ideas in Data Mining Classification Prediction Association Rules Data Reduction Data Visualization and exploration Two types of methods: Supervised and Unsupervised learning Supervised Learning Goal: Predict a single “target” or “outcome” variable Training data from which the algorithm “learns” – value of the outcome of interest is known Apply to test data where value is not known and will be predicted
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Data protection act 1998: The data protection Act 1998 came into force in 2000 and aims to protect an individual’s right to privacy in relation to their personal data. This includes things like the person’s medical information‚ information about their current employees‚ their address‚ pay‚ bank detail etc. Santander has to make sure the information of their employees is kept secret and no one can access it. Businesses like Santander need information about people to increase the chances of people
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3.9.2 Data Flow Diagram (DFD) DFD or Data Flow Diagram is a graphical representation that showing the flow of data of information system. It also shows the structured design of the program to replace the flowchart or pseudo code as program tool. Basically DFD can be divided into four components such as entity or external entity‚ process‚ data store and data flow. DFD start with an overview of the system that needs to be designed. This DFD known as context DFD that contain the entity and the process
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Use of Data Mining in Fraud Detection Focus on ACL Hofstra University Abstract This paper explore how business data mining software are used in fraud detection. In the paper‚ we discuss the fraud‚ fraud types and cost of fraud. In order to reduce the cost of fraud‚ companies can use data mining to detect the fraud. There are two methods: focus on all transaction data and focus on particular risks. There are several data mining software on the market‚ we introduce seven
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This assignment requires you to understand a python program that manipulates some data involving a warehouse ordering system for a group of shoe stores at various locations. Based on this provided code‚ you are then asked to create a new python program for a different (but similar) system. You are provided with 3 files: This document‚ A data file‚ “orders.txt” A Python file‚ “ordersystemcomplete.py”. The data file and Python file should be downloaded into the same folder. Save your copy of
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Sampling and Data Collection in Research Sandra Vargas BSHS/435 3/26/2015 Judith A. Geske University of Phoenix Sampling and Data Collection in Research Sampling and Data Collection in Research are tools that assist researchers to gather important information regarding a specific group of people (Monette‚ Sullivan‚ & DeJong‚ 2011). There are fundamental steps that need be followed to practice accurate research as much as possible. For example‚ probability and nonprobability as stated by
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