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Intro to MIS – MGS351 Databases and Data Warehouses Chapter 3.

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Presentation on theme: "Intro to MIS – MGS351 Databases and Data Warehouses Chapter 3."— Presentation transcript:

1 Intro to MIS – MGS351 Databases and Data Warehouses Chapter 3

2 Chapter Overview m Data Hierarchy m Traditional File Environment m Databases – Relational, Hierarchical, Network m Design and Normalization m Data Warehousing

3 Data Hierarchy m Database m Table, File, Relation m Records, Rows, Tuples m Fields, Columns, Attributes m Bytes m Bits

4 Data Hierarchy Figure 7-1

5 Traditional File Environment Issues: m Data Redundancy m Data Inconsistency m Data Isolation m Data Integrity m Security m Application / Data Dependence

6 Traditional File Processing Figure 7-3

7 Database Approach m Minimal data redundancy m Data consistency m Integration of data m Sharing of data m Uniform security, privacy and integrity m Data independence

8 Database Environment Figure 7-4

9 DBMS Components Data definition language: Specifies content and structure of database and defines each data element Data manipulation language: Manipulates data in a database Data dictionary: Stores definitions of data elements, and data characteristics

10 Evolution of Databases

11 Relational Database Represents data as two- dimensional tables called relations Relates data across tables based on common data element Examples: DB2, Oracle, MS SQL Server

12 Relational Database Figure 7-6

13 Hierarchical Database Organizes data in a tree-like structure Supports one-to-many parent-child relationships Prevalent in large legacy systems

14 Hierarchical Database Figure 7-8

15 Network Database m Depicts data logically as many-to- many relationships m Less flexible compared to RDBMS m Lack support for ad-hoc and English language-like queries

16 Network Database Figure 7-9

17 Database Design m Conceptual / Logical Design – Abstract model of database from business perspective. m Physical Design – shows how the database is arranged on storage devices.

18 ER Diagram Figure 7-10

19 m Knowledge about your: – Customers – Competitors – Partners – Competitive environment – Internal operations Business Intelligence

20

21 oOnline transaction processing (OLTP) - the gathering of input information, processing that information, and updating existing information to reflect the gathered and processed information. oOperational databases - databases that support OLTP. oOnline analytical processing (OLAP) - the manipulation of information to support decision making.

22 Data Warehousing m Multidimensional Data Models m OLAP m Data Marts – subset of data warehouse m Data Mining – finding hidden patterns and trends in data

23 Data Warehousing m Data warehouse - a logical collection of information gathered from many different operational databases (Extract, Transform, Load) used to create business intelligence that supports business analysis activities and decision- making tasks.

24 Data Warehouse

25 Multidimensional Data Model Figure 7-15

26 Data Marts m Data mart - a subset of a data warehouse in which only a focused portion of the data warehouse information is kept.

27 Data Mining Tools

28 Distributed Databases Figure 7-13

29 Databases and the Web Figure 7-18


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