Appendix A Database Design. Data Modeling and the Entity-Relationship Model

Size: px
Start display at page:

Download "Appendix A Database Design. Data Modeling and the Entity-Relationship Model"

Transcription

1 Appendix A Database Design Data Modeling and the Entity-Relationship Model 1

2 Three Stages of Database Development The three stages of database development are: 1. Requirements Analysis Stage 2. Component Design Stage 3. Implementation Stage 2 2

3 The Requirements Analysis Stage Sources of requirements User Interviews Forms Reports Queries Use Cases Business Rules 3 3

4 Requirements Become the E-R Data Model After the requirements have been gathered, they are transformed into an Entity Relationship (E-R) Data Model. The most important elements of E-R Models are: Entities Attributes Identifiers Relationships 4 4

5 Entities Entities represent the basic objects of information you are tracking Begin by thinking of them as separate and distinct sets. Examples: Hint: Entities are usually nouns Business Customers Employees Inventory Items Orders Veterinary Clients Pets Appointments Services 5 5

6 Attributes Entities have attributes that describe the entity s characteristics: FirstName LastName SSN HiredDate Attributes have a data type and properties. For each set of entities, determine what attributes will be stored in the database 6 6

7 Relationships Entities can be associated with one another in relationships. Relationship degree defines the number of entity classes participating in the relationship: Degree 2 is a binary relationship and is the most common. Degree 3 is a ternary relationship. Avoid this. The type of relationship is called the cardinality: 1-1, 1-M, M-N 7 7

8 One-to-One Binary Relationship 1:1 (one-to-one) A single entity instance in one entity class is related to a single entity instance in another entity class. -An employee may have no more than one locker; and -A locker may only be accessible by one employee (a) One-to-One Relationship 8 8

9 One-to-Many Binary Relationship 1:N (one-to-many) A single entity instance in one entity class is related to many entity instances in another entity class. - A quotation is associated with only one item; and - An item may have several quotations (b) One-to-Many Relationship 9 9

10 Many-to-Many Binary Relationship N:M (many-to-many) Many entity instances in one entity class are related to many entity instances in another entity class: - a supplier may supply several items; and - a particular item may be supplied by several suppliers. (c) Many-to-Many Relationship 10

11 Entity-Relationship Diagrams The diagrams in previous slides are called Entity-Relationship diagrams. Entity classes are shown by rectangles. Relationships are shown by diamonds. The name of the entity is shown inside the rectangle. The name of the relationship is shown near the diamond. 11

12 Developing an E-R Diagram Heather Sweeney Designs example Heather Sweeney is an interior designer who specializes in home kitchen design. She offers a variety of free seminars at home shows, kitchen and appliance stores, and other public locations. She earns revenue by selling books and videos that instruct people on kitchen design. She also offers private consultations on kitchen designs 12

13 Heather Sweeney Designs: The Seminar Customer List Example Seminar Customer List 13

14 Step 1: Identify the Entities Customers Seminars Products 14

15 Step 2: Identify the Attributes Customers LastName, FirstName, Phone, Address, City, State, Zip Seminars SeminarTitle, SeminarDate, SeminarTime, Location Products Description, UnitPrice, QuantityOnHand 15

16 Step 3: Identify the Relationships Think of verbs: Customers attend seminars Seminars are attended by customers Customers order products Products are ordered by customers 16

17 Step 4: Determine the Relationship Cardinalities Cardinalities are: One-to-One (1:1) One-to Many (1:M) and Many-to-Many (M:N) 17

18 Step 5: Create an E-R Diagram E-R stands for Entity-Relationship Use the following: Entities Attributes Relationships 18

19 Step 5: E-R Diagram Initial version 19

20 Step 6: Identify the Primary Keys Consult with the client about the data Add an attribute if necessary Indicate on the diagram with an underline Customers -lastname, firstname, phone, address, city, state, zip -No candidate key, so add custid to be the primary key Seminars -Attributes: seminartitle, seminardate, seminartime, location -No candidate key, so add SID to be the primary key Products -Attributes: productname, description, unitprice, qtyinstock -Assume product names are unique, so use productname as PK 20

21 Step 6: Identify the Primary Keys Final Version 21

22 Create the Database Tables Make one table for each entity set Add a table for each M:N relationship that contains the primary keys from the participating tables as a composite primary key If there is a 1:M (or M:1) relationship. Add the primary key from the 1 side to the M side table as a foreign key. 22

23 Result from Example Five tables: Customers (custid, firsname, lastname, street, city, state, zip, ) Seminars (SID, seminartitle, seminardate, seminartime, location) Products (productname, description, unitprice, qtyinstock) Attends (custid, SID) Purchases (custid, productname) 23

24 Tables Formal term: Relation Other formal terms 24

25 Keys Primary keys uniquely identify each row in a table Primary keys must also be minimal Candidate keys are fields that could serve as the primary key Alternate keys are the candidate keys not chosen 25

26 Composite Keys (multi-field) 26

27 Relationships: One-to-Many 27

28 Relationships: Many-to-Many 28

29 Relationships: One-to-One 29

Conceptual Design. The Entity-Relationship (ER) Model

Conceptual Design. The Entity-Relationship (ER) Model Conceptual Design. The Entity-Relationship (ER) Model CS430/630 Lecture 12 Slides based on Database Management Systems 3 rd ed, Ramakrishnan and Gehrke Database Design Overview Conceptual design The Entity-Relationship

More information

LECTURE 3: ENTITY-RELATIONSHIP MODELING

LECTURE 3: ENTITY-RELATIONSHIP MODELING LECTURE 3: ENTITY-RELATIONSHIP MODELING Ref. Chapter11 + Appendix F from Database Systems: A Practical Approach to Design, Implementation and Management. Thomas Connolly, Carolyn Begg. 1 IS220 : D a t

More information

More on the Chen Notation

More on the Chen Notation More on the Chen Notation Reference: http://www.vertabelo.com/blog/technical-articles/chen-erd-notation Peter Chen, who developed entity-relationship modeling and published his work in 1976, was one of

More information

Data Modeling with the Entity Relationship Model. CS157A Chris Pollett Sept. 7, 2005.

Data Modeling with the Entity Relationship Model. CS157A Chris Pollett Sept. 7, 2005. Data Modeling with the Entity Relationship Model CS157A Chris Pollett Sept. 7, 2005. Outline Conceptual Data Models and Database Design An Example Application Entity Types, Sets, Attributes and Keys Relationship

More information

A l Ain University Of Science and Technology

A l Ain University Of Science and Technology A l Ain University Of Science and Technology 4 Handout(4) Database Management Principles and Applications The Entity Relationship (ER) Model http://alainauh.webs.com/ 1 In this chapter, you will learn:

More information

Example: specific person, company, event, plant

Example: specific person, company, event, plant A database can be modeled as: a collection of entities, relationship among entities. An entity is an object that exists and is distinguishable from other objects. Example: specific person, company, event,

More information

Design Process Modeling Constraints E-R Diagram Design Issues Weak Entity Sets Extended E-R Features Design of the Bank Database Reduction to

Design Process Modeling Constraints E-R Diagram Design Issues Weak Entity Sets Extended E-R Features Design of the Bank Database Reduction to Design Process Modeling Constraints E-R Diagram Design Issues Weak Entity Sets Extended E-R Features Design of the Bank Database Reduction to Relation Schemas Database Design UML A database can be modeled

More information

Database Logical Design

Database Logical Design Database Logical Design IT 5101 Introduction to Database Systems J.G. Zheng Fall 2011 Overview Relational model is a logical model Based on mathematical theories and rules Two ways to design a relational

More information

Entity Relationship Modelling

Entity Relationship Modelling Entity Relationship Modelling Overview Database Analysis Life Cycle Components of an Entity Relationship Diagram What is a relationship? Entities, attributes, and relationships in a system The degree of

More information

Chapter 3 Database Modeling and Design II. Database Modeling

Chapter 3 Database Modeling and Design II. Database Modeling Chapter 3 Database Modeling and Design II. Database Modeling Dr. Eng. Shady Aly 1 Data modeling تمثيل مجرد A data model is abstract representation of the data on which the IS application is to be based

More information

THE ENTITY- RELATIONSHIP (ER) MODEL CHAPTER 7 (6/E) CHAPTER 3 (5/E)

THE ENTITY- RELATIONSHIP (ER) MODEL CHAPTER 7 (6/E) CHAPTER 3 (5/E) THE ENTITY- RELATIONSHIP (ER) MODEL CHAPTER 7 (6/E) CHAPTER 3 (5/E) 2 CHAPTER 7 OUTLINE Using High-Level, Conceptual Data Models for Database Design Entity-Relationship (ER) model Popular high-level conceptual

More information

Relational Model (cont d) & Entity Relational Model. Lecture 2

Relational Model (cont d) & Entity Relational Model. Lecture 2 Relational Model (cont d) & Entity Relational Model Lecture 2 Relational Database Operators Relational algebra Defines theoretical way of manipulating table contents using relational operators: SELECT

More information

Lecture3: Data Modeling Using the Entity-Relationship Model.

Lecture3: Data Modeling Using the Entity-Relationship Model. College of Computer and Information Sciences - Information Systems Dept. Lecture3: Data Modeling Using the Entity-Relationship Model. Ref. Chapter12 Prepared by L. Nouf Almujally & Aisha AlArfaj Rev. by

More information

CSE 880:Database Systems. ER Model and Relation Schemas

CSE 880:Database Systems. ER Model and Relation Schemas CSE 880:Database Systems ER Model and Relation Schemas 1 Major Steps for Database Design and Implementation 1. Requirements Collection and Analysis: Produces database requirements such as types of data,

More information

Entity-Relationship Model &

Entity-Relationship Model & Entity-Relationship Model & IST 210 Diagram Todd S. Bacastow IST 210: Organization of data 2/1/2004 1 Design Principles Setting client has (possibly vague) idea of what he/she wants. YOUR task must design

More information

1/24/2012. Chapter 7 Outline. Chapter 7 Outline (cont d.) CS 440: Database Management Systems

1/24/2012. Chapter 7 Outline. Chapter 7 Outline (cont d.) CS 440: Database Management Systems CS 440: Database Management Systems Chapter 7 Outline Using High-Level Conceptual Data Models for Database Design A Sample Database Application Entity Types, Entity Sets, Attributes, and Keys Relationship

More information

course 3 Levels of Database Design CSCI 403 Database Management Mines Courses ERD Attributes Entities title 9/26/2018

course 3 Levels of Database Design CSCI 403 Database Management Mines Courses ERD Attributes Entities title 9/26/2018 3 Levels of Database Design CSCI 403 Database Management 13 Database Modeling with Entity-Relationship Diagrams Conceptual (this lecture) Understand data entities & relationships between them Communication

More information

Chapter 6: Entity-Relationship Model. The Next Step: Designing DB Schema. Identifying Entities and their Attributes. The E-R Model.

Chapter 6: Entity-Relationship Model. The Next Step: Designing DB Schema. Identifying Entities and their Attributes. The E-R Model. Chapter 6: Entity-Relationship Model The Next Step: Designing DB Schema Our Story So Far: Relational Tables Databases are structured collections of organized data The Relational model is the most common

More information

CSC 261/461 Database Systems Lecture 7

CSC 261/461 Database Systems Lecture 7 CSC 261/461 Database Systems Lecture 7 Spring 2018 Announcement Project 1 Milestone 1 is due Tonight Project 2 Part 1: will be out tonight! You should definitely go to workshops this week Workshop on Project

More information

A l Ain University Of Science and Technology

A l Ain University Of Science and Technology A l Ain University Of Science and Technology 4 Handout(4) Database Management Principles and Applications The Entity Relationship (ER) Model http://alainauh.webs.com/ http://www.comp.nus.edu.sg/~lingt

More information

SWEN-220 Mathematical Models of Software. Conceptual to Relational Mapping

SWEN-220 Mathematical Models of Software. Conceptual to Relational Mapping SWEN-220 Mathematical Models of Software Conceptual to Relational Mapping 1 Relational (Logical) Design Logical design is where a conceptual design is mapped to a relational schema. Entry = Conceptual

More information

The Next Step: Designing DB Schema. Chapter 6: Entity-Relationship Model. The E-R Model. Identifying Entities and their Attributes.

The Next Step: Designing DB Schema. Chapter 6: Entity-Relationship Model. The E-R Model. Identifying Entities and their Attributes. Chapter 6: Entity-Relationship Model Our Story So Far: Relational Tables Databases are structured collections of organized data The Relational model is the most common data organization model The Relational

More information

Data Analysis 1. Chapter 2.1 V3.1. Napier University Dr Gordon Russell

Data Analysis 1. Chapter 2.1 V3.1. Napier University Dr Gordon Russell Data Analysis 1 Chapter 2.1 V3.1 Copyright @ Napier University Dr Gordon Russell Entity Relationship Modelling Overview Database Analysis Life Cycle Components of an Entity Relationship Diagram What is

More information

Chapter 2: Entity-Relationship Model. Entity Sets. Entity Sets customer and loan. Attributes. Relationship Sets. A database can be modeled as:

Chapter 2: Entity-Relationship Model. Entity Sets. Entity Sets customer and loan. Attributes. Relationship Sets. A database can be modeled as: Chapter 2: Entity-Relationship Model Entity Sets Entity Sets Relationship Sets Design Issues Mapping Constraints Keys E-R Diagram Extended E-R Features Design of an E-R Database Schema Reduction of an

More information

Using High-Level Conceptual Data Models for Database Design A Sample Database Application Entity Types, Entity Sets, Attributes, and Keys

Using High-Level Conceptual Data Models for Database Design A Sample Database Application Entity Types, Entity Sets, Attributes, and Keys Chapter 7: Data Modeling Using the Entity- Relationship (ER) Model Using High-Level Conceptual Data Models for Database Design A Sample Database Application Entity Types, Entity Sets, Attributes, and Keys

More information

Database Logical Design

Database Logical Design Database Logical Design CIS 3730 Designing and Managing Data J.G. Zheng Fall 2010 1 Overview Relational model is a logical model Based on mathematical theories and rules Two ways to design a relational

More information

Database Principles: Fundamentals of Design, Implementation, and Management Tenth Edition. Chapter 7 Data Modeling with Entity Relationship Diagrams

Database Principles: Fundamentals of Design, Implementation, and Management Tenth Edition. Chapter 7 Data Modeling with Entity Relationship Diagrams Database Principles: Fundamentals of Design, Implementation, and Management Tenth Edition Chapter 7 Data Modeling with Entity Relationship Diagrams Objectives In this chapter, students will learn: The

More information

CSC 261/461 Database Systems Lecture 6. Spring 2017 MW 3:25 pm 4:40 pm January 18 May 3 Dewey 1101

CSC 261/461 Database Systems Lecture 6. Spring 2017 MW 3:25 pm 4:40 pm January 18 May 3 Dewey 1101 CSC 261/461 Database Systems Lecture 6 Spring 2017 MW 3:25 pm 4:40 pm January 18 May 3 Dewey 1101 CSC 261/461 Database Systems Lecture 6 Spring 2017 MW 3:25 pm 4:40 pm January 18 May 3 Dewey 1101 Announcement

More information

SOFTWARE ENGINEERING Prof.N.L.Sarda Computer Science & Engineering IIT Bombay. Lecture #10 Process Modelling DFD, Function Decomp (Part 2)

SOFTWARE ENGINEERING Prof.N.L.Sarda Computer Science & Engineering IIT Bombay. Lecture #10 Process Modelling DFD, Function Decomp (Part 2) SOFTWARE ENGINEERING Prof.N.L.Sarda Computer Science & Engineering IIT Bombay Lecture #10 Process Modelling DFD, Function Decomp (Part 2) Let us continue with the data modeling topic. So far we have seen

More information

Database Management Systems LECTURE NOTES 2

Database Management Systems LECTURE NOTES 2 Database Management Systems LECTURE NOTES 2 Relation: A table; Tuple: A row in a table; Attribute: A column in a table Degree: number of attributes; Cardinality: number of tuples Entity and Entity Sets:

More information

ER modeling. Lecture 4

ER modeling. Lecture 4 ER modeling Lecture 4 1 Copyright 2007 STI - INNSBRUCK Today s lecture ER modeling Slides based on Introduction to Entity-relationship modeling at http://www.inf.unibz.it/~franconi/teaching/2000/ct481/er-modelling/

More information

DATABASE SCHEMA DESIGN ENTITY-RELATIONSHIP MODEL. CS121: Relational Databases Fall 2017 Lecture 14

DATABASE SCHEMA DESIGN ENTITY-RELATIONSHIP MODEL. CS121: Relational Databases Fall 2017 Lecture 14 DATABASE SCHEMA DESIGN ENTITY-RELATIONSHIP MODEL CS121: Relational Databases Fall 2017 Lecture 14 Designing Database Applications 2 Database applications are large and complex A few of the many design

More information

Conceptual Database Design. COSC 304 Introduction to Database Systems. Entity-Relationship Modeling. Entity-Relationship Modeling

Conceptual Database Design. COSC 304 Introduction to Database Systems. Entity-Relationship Modeling. Entity-Relationship Modeling COSC 304 Introduction to Database Systems Entity-Relationship Modeling Dr. Ramon Lawrence University of British Columbia Okanagan ramon.lawrence@ubc.ca Conceptual Database Design Conceptual database design

More information

A good example of entities and relationships can be seen below.

A good example of entities and relationships can be seen below. Unit 2: Unit 2: Conceptual Design: Data Modeling and the Entity Relationship Model - Discussion 1 Scroll down and click "Respond" to post your reply to the Discussion questions. Please review the Discussion

More information

Database Management System 6 ER Modeling...

Database Management System 6 ER Modeling... Database Management System 6 School of Computer Engineering, KIIT University 6.1 A key allows us to identify a set of attributes that suffice to distinguish entities from each other A key is a property

More information

Database Management Systems

Database Management Systems Database Management Systems Associate Professor Dr. Raed Ibraheem Hamed University of Human Development, College of Science and Technology Computer Science Department 2015 2016 Department of Computer Science

More information

MIT Database Management Systems Lesson 03: Entity Relationship Diagrams

MIT Database Management Systems Lesson 03: Entity Relationship Diagrams MIT 22033 Database Management Systems Lesson 03: Entity Relationship Diagrams By S. Sabraz Nawaz Senior Lecturer in MIT, FMC, SEUSL & A.J.M.Hasmy FMC, SEUSL ER - Model The entity-relationship (ER) data

More information

Database Systems: Design, Implementation, and Management Tenth Edition. Chapter 4 Entity Relationship (ER) Modeling

Database Systems: Design, Implementation, and Management Tenth Edition. Chapter 4 Entity Relationship (ER) Modeling Database Systems: Design, Implementation, and Management Tenth Edition Chapter 4 Entity Relationship (ER) Modeling Objectives In this chapter, students will learn: The main characteristics of entity relationship

More information

Chapter 2 Conceptual Modeling. Objectives

Chapter 2 Conceptual Modeling. Objectives Chapter 2 Conceptual Modeling Basic Entity Relationship Diagrams 1 Objectives Definition of terms Importance of data modeling Write good names and definitions for entities, relationships, and attributes

More information

Database Systems: Design, Implementation, and Management Tenth Edition. Chapter 4 Entity Relationship (ER) Modeling

Database Systems: Design, Implementation, and Management Tenth Edition. Chapter 4 Entity Relationship (ER) Modeling Database Systems: Design, Implementation, and Management Tenth Edition Chapter 4 Entity Relationship (ER) Modeling 4.1 The Entity Relationship Model (ERM) ER model forms the basis of an ER diagram ERD

More information

Chapter 6: Entity-Relationship Model

Chapter 6: Entity-Relationship Model Chapter 6: Entity-Relationship Model Database System Concepts, 5th Ed. See www.db-book.com for conditions on re-use Chapter 6: Entity-Relationship Model Design Process Modeling Constraints E-R Diagram

More information

ER Model. Objectives (2/2) Electricite Du Laos (EDL) Dr. Kanda Runapongsa Saikaew, Computer Engineering, KKU 1

ER Model. Objectives (2/2) Electricite Du Laos (EDL) Dr. Kanda Runapongsa Saikaew, Computer Engineering, KKU 1 ER Model Asst. Prof. Dr. Kanda Runapongsa Saikaew (krunapon@kku.ac.th) Dept of Computer Engineering Khon Kaen University Objectives (1/2) Relational Data Model Terminology of relational data model How

More information

Database Principles: Fundamentals of Design, Implementation, and Management Tenth Edition. Chapter 7 Data Modeling with Entity Relationship Diagrams

Database Principles: Fundamentals of Design, Implementation, and Management Tenth Edition. Chapter 7 Data Modeling with Entity Relationship Diagrams Database Principles: Fundamentals of Design, Implementation, and Management Tenth Edition Chapter 7 Data Modeling with Entity Relationship Diagrams Objectives In this chapter, students will learn: The

More information

Entity Relationship Modeling. From Rob and Coronel (2004), Database Systems: Design, Implementation, and Management

Entity Relationship Modeling. From Rob and Coronel (2004), Database Systems: Design, Implementation, and Management Entity Relationship Modeling Entity-Relationship Diagram (ERD) Components Entities: correspond to tables in the relational database Attributes: define the characteristics of entities Attributes have a

More information

COSC 304 Introduction to Database Systems. Entity-Relationship Modeling

COSC 304 Introduction to Database Systems. Entity-Relationship Modeling COSC 304 Introduction to Database Systems Entity-Relationship Modeling Dr. Ramon Lawrence University of British Columbia Okanagan ramon.lawrence@ubc.ca Conceptual Database Design Conceptual database design

More information

The Entity Relationship Model

The Entity Relationship Model The Entity Relationship Model CPS352: Database Systems Simon Miner Gordon College Last Revised: 2/4/15 Agenda Check-in Introduction to Course Database Environment (db2) SQL Group Exercises The Entity Relationship

More information

IS 263 Database Concepts

IS 263 Database Concepts IS 263 Database Concepts Lecture 1: Database Design Instructor: Henry Kalisti 1 Department of Computer Science and Engineering The Entity-Relationship Model? 2 Introduction to Data Modeling Semantic data

More information

Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts

Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts Chapter Outline Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts Entities and Attributes Entity Types, Value Sets, and Key Attributes Relationships and Relationship

More information

Intro to DB CHAPTER 6

Intro to DB CHAPTER 6 Intro to DB CHAPTER 6 DATABASE DESIGN &THEER E-R MODEL Chapter 6. Entity Relationship Model Design Process Modeling Constraints E-R Diagram Design Issues Weak Entity Sets Extended E-R Features Design of

More information

Database: Introduction

Database: Introduction Database: Introduction Database Systems Important topic in the study of information systems Store/track items: scalar data (names, dates, ), pictures, audio, video Early applications: internal uses Internet:

More information

Chapter 4. In this chapter, you will learn:

Chapter 4. In this chapter, you will learn: Chapter Entity Relationship (ER) Modeling Database Systems: Design, Implementation, and Management, Seventh Edition, Rob and Coronel 1 In this chapter, you will learn: The main characteristics of entity

More information

A database can be modeled as: + a collection of entities, + a set of relationships among entities.

A database can be modeled as: + a collection of entities, + a set of relationships among entities. The Relational Model Lecture 2 The Entity-Relationship Model and its Translation to the Relational Model Entity-Relationship (ER) Model + Entity Sets + Relationship Sets + Database Design Issues + Mapping

More information

The DBMS accepts requests for data from the application program and instructs the operating system to transfer the appropriate data.

The DBMS accepts requests for data from the application program and instructs the operating system to transfer the appropriate data. Managing Data Data storage tool must provide the following features: Data definition (data structuring) Data entry (to add new data) Data editing (to change existing data) Querying (a means of extracting

More information

Entity Relationship Diagram (ERD) Dr. Moustafa Elazhary

Entity Relationship Diagram (ERD) Dr. Moustafa Elazhary Entity Relationship Diagram (ERD) Dr. Moustafa Elazhary Data Modeling Data modeling is a very vital as it is like creating a blueprint to build a house before the actual building takes place. It is built

More information

Contents. Database. Information Policy. C03. Entity Relationship Model WKU-IP-C03 Database / Entity Relationship Model

Contents. Database. Information Policy. C03. Entity Relationship Model WKU-IP-C03 Database / Entity Relationship Model Information Policy Database C03. Entity Relationship Model Code: 164323-03 Course: Information Policy Period: Spring 2013 Professor: Sync Sangwon Lee, Ph. D 1 Contents 01. Overview of Database Design 02.

More information

II. Review/Expansion of Definitions - Ask class for definitions

II. Review/Expansion of Definitions - Ask class for definitions CS352 Lecture - The Entity-Relationship Model last revised July 25, 2008 Objectives: 1. To discuss using an ER model to think about a database at the conceptual design level. 2. To show how to convert

More information

Agenda: Understanding Relationship Types Degree and Cardinality with Examples

Agenda: Understanding Relationship Types Degree and Cardinality with Examples Data Processing AAOC C311 I Semester 2012 2013 CLASS 4 Agenda: Understanding Relationship Types Degree and Cardinality with Examples Prentice Hall, 2002 1 More on Relationships (A set of meaningful associations

More information

Chapter 4 Entity Relationship Modeling In this chapter, you will learn:

Chapter 4 Entity Relationship Modeling In this chapter, you will learn: Chapter Entity Relationship Modeling In this chapter, you will learn: What a conceptual model is and what its purpose is The difference between internal and external models How internal and external models

More information

CSCC43H: Introduction to Databases

CSCC43H: Introduction to Databases CSCC43H: Introduction to Databases Lecture 2 Wael Aboulsaadat Acknowledgment: these slides are partially based on Prof. Garcia-Molina & Prof. Ullman slides accompanying the course s textbook. CSCC43: Introduction

More information

Database Systems ER Model. A.R. Hurson 323 CS Building

Database Systems ER Model. A.R. Hurson 323 CS Building ER Model A.R. Hurson 323 CS Building Database Design Data model is a group of concepts that helps to specify the structure of a database and a set of associated operations allowing data retrieval and data

More information

Data Modeling Using the Entity-Relationship Model

Data Modeling Using the Entity-Relationship Model 3 Data Modeling Using the Entity-Relationship Model Conceptual modeling is a very important phase in designing a successful database application. Generally, the term database application refers to a particular

More information

MIS2502: Data Analytics Relational Data Modeling. Jing Gong

MIS2502: Data Analytics Relational Data Modeling. Jing Gong MIS2502: Data Analytics Relational Data Modeling Jing Gong gong@temple.edu http://community.mis.temple.edu/gong Where we are Now we re here Data entry Transactional Database Data extraction Analytical

More information

Other Relational Languages

Other Relational Languages Other Relational Languages 1 Tuple Relational Calculus A nonprocedural query language, where each query is of the form {t P (t ) } It is the set of all tuples t such that predicate P is true for t t is

More information

Introduction to Database Design

Introduction to Database Design ICS 321 Fall 2009 Introduction to Database Design Asst. Prof. Lipyeow Lim Information & Computer Science Department University of Hawaii at Manoa 09/03/2009 Lipyeow Lim -- University of Hawaii at Manoa

More information

L12: ER modeling 5. CS3200 Database design (sp18 s2) 2/22/2018

L12: ER modeling 5. CS3200 Database design (sp18 s2)   2/22/2018 L12: ER modeling 5 CS3200 Database design (sp18 s2) https://course.ccs.neu.edu/cs3200sp18s2/ 2/22/2018 200 Announcements! Keep bringing your name plates J Exam 1 discussion: questions on grading: Piazza,

More information

Chapter Outline. Note 1. Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts

Chapter Outline. Note 1. Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts Chapter Outline Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts Entities and Attributes Entity Types, Value Sets, and Key Attributes Relationships and Relationship

More information

Data Modeling Using the Entity-Relationship (ER) Model

Data Modeling Using the Entity-Relationship (ER) Model CHAPTER 3 Data Modeling Using the Entity-Relationship (ER) Model Copyright 2017 Ramez Elmasri and Shamkant B. Navathe Slide 1-1 Chapter Outline Overview of Database Design Process Example Database Application

More information

CMPT 354 Database Systems I

CMPT 354 Database Systems I CMPT 354 Database Systems I Chapter 2 Entity Relationship Data Modeling Data models A data model is the specifications for designing data organization in a system. Specify database schema using a data

More information

Information Systems (Informationssysteme)

Information Systems (Informationssysteme) Information Systems (Informationssysteme) Jens Teubner, TU Dortmund jensteubner@cstu-dortmundde Summer 2018 c Jens Teubner Information Systems Summer 2018 1 Part IV Database Design c Jens Teubner Information

More information

Data Modeling using ER Model

Data Modeling using ER Model Data Modeling using ER Model Database design process - requirements collection and analysis: database requirements and functional requirements - conceptual DB design using a high-level model: easier to

More information

COMP Instructor: Dimitris Papadias WWW page:

COMP Instructor: Dimitris Papadias WWW page: COMP 5311 Instructor: Dimitris Papadias WWW page: http://www.cse.ust.hk/~dimitris/5311/5311.html Textbook Database System Concepts, A. Silberschatz, H. Korth, and S. Sudarshan. Reference Database Management

More information

Information Technology Audit & Cyber Security

Information Technology Audit & Cyber Security Information Technology Audit & Cyber Security Structured Data Requirements Systems & Infrastructure Lifecycle Management with E-R LEARNING OBJECTIVES Explain the role of conceptual data modeling in the

More information

CSIT5300: Advanced Database Systems

CSIT5300: Advanced Database Systems CSIT5300: Advanced Database Systems L01: Entity Relationship (ER) Model Dr. Kenneth LEUNG Department of Computer Science and Engineering The Hong Kong University of Science and Technology Hong Kong SAR,

More information

Chapter 7: Entity-Relationship Model

Chapter 7: Entity-Relationship Model Chapter 7: Entity-Relationship Model Database System Concepts, 6 th Ed. See www.db-book.com for conditions on re-use Chapter 7: Entity-Relationship Model Design Process Modeling Constraints E-R Diagram

More information

Essentials of Database Management (Hoffer et al.) Chapter 2 Modeling Data in the Organization

Essentials of Database Management (Hoffer et al.) Chapter 2 Modeling Data in the Organization Essentials of Database Management (Hoffer et al.) Chapter 2 Modeling Data in the Organization 1) The logical representation of an organization's data is called a(n): A) database model. B) entity-relationship

More information

PES Institute of Technology Bangalore South Campus (1 K.M before Electronic City,Bangalore ) Department of MCA. Solution Set - Test-II

PES Institute of Technology Bangalore South Campus (1 K.M before Electronic City,Bangalore ) Department of MCA. Solution Set - Test-II PES Institute of Technology Bangalore South Campus (1 K.M before Electronic City,Bangalore 560100 ) Solution Set - Test-II Sub: Database Management Systems 16MCA23 Date: 04/04/2017 Sem & Section:II Duration:

More information

COMP 244. Entity Relationship Model Basics. Entity-Relationship Models. Key elements of the E-R model DATABASE CONCEPTS & APPLICATIONS

COMP 244. Entity Relationship Model Basics. Entity-Relationship Models. Key elements of the E-R model DATABASE CONCEPTS & APPLICATIONS COMP 244 DATABASE CONCEPTS & APPLICATIONS Entity Relationship Model Basics Key elements of the E-R model Entities Attributes Identifiers (Keys) Relationships Entity-Relationship Models 1 2 Database Concepts

More information

Chapter 7: Entity-Relationship Model

Chapter 7: Entity-Relationship Model Chapter 7: Entity-Relationship Model Database System Concepts, 6 th Ed. See www.db-book.com for conditions on re-use Chapter 7: Entity-Relationship Model Design Process Modeling Constraints E-R Diagram

More information

The Entity-Relationship Model (ER Model) - Part 2

The Entity-Relationship Model (ER Model) - Part 2 Lecture 4 The Entity-Relationship Model (ER Model) - Part 2 By Michael Hahsler Based on slides for CS145 Introduction to Databases (Stanford) Lecture 4 > Section 2 What you will learn about in this section

More information

DATABASE SYSTEMS. Chapter 5 Entity Relationship (ER) Modelling DESIGN IMPLEMENTATION AND MANAGEMENT INTERNATIONAL EDITION ROB CORONEL CROCKETT

DATABASE SYSTEMS. Chapter 5 Entity Relationship (ER) Modelling DESIGN IMPLEMENTATION AND MANAGEMENT INTERNATIONAL EDITION ROB CORONEL CROCKETT DATABASE SYSTEMS DESIGN IMPLEMENTATION AND MANAGEMENT INTERNATIONAL EDITION ROB CORONEL CROCKETT Chapter 5 Entity Relationship (ER) Modelling 1 Coronel & Crockett 978184480731) In this chapter, you will

More information

SUMMER EXAMINATIONS 2013

SUMMER EXAMINATIONS 2013 SUMMER EXAMINATIONS 2013 CSY202913N MODULE TITLE Database Technology 1 LEVEL TIME ALLOWED Five Two Hours Instructions to students: Enter your student number not your name on all answer booklets. You are

More information

Conceptual Data Models for Database Design

Conceptual Data Models for Database Design Conceptual Data Models for Database Design Entity Relationship (ER) Model The most popular high-level conceptual data model is the ER model. It is frequently used for the conceptual design of database

More information

Objectives of logical design... Transforming the ERD diagram into relations. Relational database components. Mapping a composite attribute

Objectives of logical design... Transforming the ERD diagram into relations. Relational database components. Mapping a composite attribute Logical database design and the relational model Objectives of logical design... Translate the conceptual design into a logical database design that can be implemented on a chosen DBMS Input: conceptual

More information

Chapter # 4 Entity Relationship (ER) Modeling

Chapter # 4 Entity Relationship (ER) Modeling Chapter # 4 Entity Relationship (ER) Modeling Entity Relationship (ER) Modeling ER model forms the basis of an ER diagram ERD represents conceptual database as viewed by end user ERDs depict database s

More information

2. E-R Model. Entity Sets Relationship Sets Attributes

2. E-R Model. Entity Sets Relationship Sets Attributes 3. E R Model 2. E-R Model Entity-Relationship Model Graphical Representation of Database Equivalent to Flow-Chart in Programming It makes easy to understand Database Prior Step to implement Actual Database

More information

Chapter 6: Entity-Relationship Model

Chapter 6: Entity-Relationship Model Chapter 6: Entity-Relationship Model Database System Concepts, 5th Ed. See www.db-book.com for conditions on re-use Chapter 6: Entity-Relationship Model Design Process Modeling Constraints E-R Diagram

More information

Databases Tutorial. January 19,2012 Jing Chen Mcmaster University

Databases Tutorial. January 19,2012 Jing Chen Mcmaster University Databases Tutorial January 19,2012 Jing Chen Mcmaster University Info Office: ITB 229 Email: chenj45@univmail.cis.mcmaster.ca Homepage: http://www.cas.mcmaster.ca/~chenj45 Outline (to be continued ) Review

More information

Chapter 2: Entity-Relationship Model

Chapter 2: Entity-Relationship Model Chapter 2: Entity-Relationship Model! Entity Sets! Relationship Sets! Design Issues! Mapping Constraints! Keys! E-R Diagram! Extended E-R Features! Design of an E-R Database Schema! Reduction of an E-R

More information

2004 John Mylopoulos. The Entity-Relationship Model John Mylopoulos. The Entity-Relationship Model John Mylopoulos

2004 John Mylopoulos. The Entity-Relationship Model John Mylopoulos. The Entity-Relationship Model John Mylopoulos XVI. The Entity-Relationship Model The Entity Relationship Model The Entity-Relationship Model Entities, Relationships and Attributes Cardinalities, Identifiers and Generalization Documentation of E-R

More information

LAB 2 Notes. Conceptual Design ER. Logical DB Design (relational) Schema Refinement. Physical DD

LAB 2 Notes. Conceptual Design ER. Logical DB Design (relational) Schema Refinement. Physical DD LAB 2 Notes For students that were not present in the first lab TA Web page updated : http://www.cs.ucr.edu/~cs166/ Mailing list Signup: http://www.cs.ucr.edu/mailman/listinfo/cs166 The general idea of

More information

Relational Data Model

Relational Data Model Relational Data Model 1. Relational data model Information models try to put the real-world information complexity in a framework that can be easily understood. Data models must capture data structure

More information

Chapter 7: Entity-Relationship Model

Chapter 7: Entity-Relationship Model Chapter 7: Entity-Relationship Model Database System Concepts, 6 th Ed. See www.db-book.com for conditions on re-use Chapter 7: Entity-Relationship Model Design Process Modeling Constraints E-R Diagram

More information

MIS2502: Data Analytics Relational Data Modeling - 1. JaeHwuen Jung

MIS2502: Data Analytics Relational Data Modeling - 1. JaeHwuen Jung MIS2502: Data Analytics Relational Data Modeling - 1 JaeHwuen Jung jaejung@temple.edu http://community.mis.temple.edu/jaejung Where we are Now we re here Data entry Transactional Database Data extraction

More information

Chapter 6: Entity-Relationship Model. E-R Diagrams

Chapter 6: Entity-Relationship Model. E-R Diagrams Chapter 6: Entity-Relationship Model A database can be modeled as: a collection of entities, relationship among entities. An entity is an object that exists and is distinguishable from other objects. Example:

More information

MIS2502: Data Analytics Relational Data Modeling. Jing Gong

MIS2502: Data Analytics Relational Data Modeling. Jing Gong MIS2502: Data Analytics Relational Data Modeling Jing Gong gong@temple.edu http://community.mis.temple.edu/gong Where we are Now we re here Data entry Transactional Database Data extraction Analytical

More information

Full file at

Full file at Modern Database Management, 10e (Hoffer/Ramesh/Topi) Chapter 2 Modeling Data in the Organization 1) Data modeling may be the most important part of the systems development process because: A) data characteristics

More information

Database Applications (15-415)

Database Applications (15-415) Database Applications (15-415) The Entity Relationship Model Lecture 2, January 15, 2014 Mohammad Hammoud Today Last Session: Course overview and a brief introduction on databases and database systems

More information

2. E/R Design Considerations

2. E/R Design Considerations 2. E/R Design Considerations 32 What you will learn in this section Relationships cont d: multiplicity, multi-way Design considerations Conversion to SQL 33 Multiplicity of E/R Relationships Multiplicity

More information

A Guide to SQL, Ninth Edition. Chapter Two Database Design Fundamentals

A Guide to SQL, Ninth Edition. Chapter Two Database Design Fundamentals A Guide to SQL, Ninth Edition Chapter Two Database Design Fundamentals Objectives Understand the terms entity, attribute, and relationship Understand the terms relation and relational database Understand

More information

System Analysis And Design Methods ENTITY RELATIONSHIP DIAGRAM (ERD) Prof. Ali Khaleghi Eng. Hadi Haedar

System Analysis And Design Methods ENTITY RELATIONSHIP DIAGRAM (ERD) Prof. Ali Khaleghi Eng. Hadi Haedar 1 System Analysis And Design Methods ENTITY RELATIONSHIP DIAGRAM (ERD) Prof. Ali Khaleghi Eng. Hadi Haedar Overview DATABASE ARCHITECTURE 2 External level concerned with the way individual users see the

More information