ER Diagrams. Many different notations are available From wikipedia: wikipedia: Entity-relationship model How do we decide which to use

Size: px
Start display at page:

Download "ER Diagrams. Many different notations are available From wikipedia: wikipedia: Entity-relationship model How do we decide which to use"

Transcription

1 ER Diagrams Many different notations are available From wikipedia: wikipedia: Entity-relationship model How do we decide which to use Decided by organization house style Or constrained by software tools Or choose the model that best supports communication

2 Examples: facts to model A student has one and only one computer Each person may own many cars but may own none Each car has at most one owner; each car must have an owner. Each student may take many modules but may take none; each module may be taken by many students, but may be taken by none.

3 Relationship Participation Mandatory (Total) participation Every employee has a car Every car has an employee Optional (Partial) participation An employee may have a car A car may be assigned to an employee A title may be stocked by a bookshop A bookshop may stock a title

4 Minimum and Maximum Cardinality Maximum cardinalities 1:1, 1:N, N:M; Mandatory participation means a minimum cardinality of 1 Optional participation means a minimum cardinality of 0 Specify the minimum and maximum cardinalities for each relationship

5 Always four numbers A relationship needs four numbers 2 max and 2 min cardinalities Each entity has a maximum and a minimum participation constraint Clients often fail to tell us one or more seems obvious? - not to developer Each car is allocated to one employee Must all cars be allocated?

6 UML Unified Modelling Language More recent development Well backed Result of much experience over many years Can model for many different target systems We use it throughout our courses Which can be an advantage but take care; the target system matters!

7 UML Class Class The most common UML classifier Can describe a kind of object in any kind of system; can describe an entity class Represented as a rectangle with compartments Class in a class diagram Rectangle with compartments: name, attributes, operations We won't be using operations for ER modelling

8 UML Associations Association is a connection between classes Represents a semantic connection between objects We will use it to represent relationships between entity classes And don't leave out the multiplicity constraints!

9 Multiplicity Constraints Multiplicity tells how many objects are linked; it is used to show minimum and maximum cardinalities Expressed as 0..1, 0..*, 1..1, 1..* etc. Short versions: 1 for 1..1, * for 0..* Default is 1, standing for 1..1 Short versions and defaults lead to misunderstandings and are discouraged.

10 A 1:1 example Student 0..1 has 1..1 Computer each student has at most 1 computer, and at least 1 computer for each computer there is at most one student, and there may be no student read diagram as a student has 1 and only 1 computer to remember which end is which

11 A 1:M example Person 1..1 owns 0..* Car each person may own many cars, but may own none each car has at most one owner and every car must have an owner UML uses * for many

12 An N:M example Student 0..* takes 0..* Module each student may take many modules but may take none each module may be taken by many students but may be taken by none

13 The wordings Practice using these readings to translate ER diagrams into the client s language Each can be said either way round max and min cardinalities can be rephrased We are trying to find and be certain about four numbers

14 UML supports one or two values values are numbers or * two values are separated by.. e.g. 0..* * Match plays The numbers SoccerTeam We tend to use just 0, 1 and * The relational model does not support other cardinalities well You may want to emphasise the importance of nonstandard cardinalities in Player 0..* *

15 Comments on ER Modelling Entities, relationships, cardinalities All must be sought, specified, refined Similar to object modelling, but we know we are going in a different direction with the implementation

16 Additional ER concepts Weak entities Subtypes

17 Weak Entities You may identify an entity whose instances cannot exist without a corresponding instance of another entity NextOfKin in an employees DB when employee leaves, we delete the record Many notations round the corners on the entity box

18 UML Notation NextOfKin 1.1 isknownto has 1.1 isknownby Employee We must know one Next of Kin for each member of staff Composition aggregation Special case of UML association When the member of staff leaves, we want to forget about the associated next of kin

19 Subtypes Specialisation/generalisation Natural part of our thinking now Can be represented fairly well in the relational model Newer RDBMS concepts support them directly Good part of modelling worth doing even if implementation were hard

20 Cardinality in subtyping Can think of maximum subtyping of an instance (can it be subtyped more than once?) minimum subtyping (must it be subtyped at least once?) Use 0, 1, N etc. Really is participation Mandatory/Optional must every instance be a member of a subclass? c.f. abstract class Disjoint or not disjoint must an instance be a member of only one subclass can it be a member of >1

21 Two contrasting subtype scenarios Client Employee {incomplete, overlappingt} {complete,disjoint} NTUser UnixUser MainframeUser Clerical Managerial Technical Based on Kroenke

22 UML facilities Attributes can be added, with types etc. may be able to label the PK (primary key) Later stage in the design tools let you manage the attributes (other attribute notations are unwieldy) hiding and revealing are useful The object constraint language (OCL) expresses constraints in a way that enables tool support OCL is a specification language in its own right

23 UML facilities Operations in a class have no meaning (for current generation RDBMS) But this is changing Design can be structured (packages etc.) Can relate to documentation (hyperlinks?) Notes can say almost anything :-)

24 Tours and Operators A 'Whole Picture' example Tours and Operators (pdf)

25 Reverse Engineered ER ToursAndOperators.Tour -TourID:int -OperatorCode:String -Transport:String -StartPlace:String -PlaceVisited:String -Duration:Object -GoldFare:long -SilverFare:long -StandardFare:long -ChildDiscount:float -Supplement:long 0..* runs 1..1 ToursAndOperators.Operator -Code:String -CompanyName:String -Telephone:String -Fax:String -CharterRates:boolean

26 Constraints and Rules The E-R diagram should model, not dictate, the enterprise (business) rules, BUT Each binary relationship suggests four cardinality constraints semantic information If not present in the rules, rules are incomplete open to ambiguous interpretation consult, add, document!

The Entity-Relationship Model

The Entity-Relationship Model The Entity-Relationship Model 221 After completing this chapter, you should be able to explain the three phases of database design, Why are multiple phases useful? evaluate the significance of the Entity-Relationship

More information

Database Design Process

Database Design Process Database Design Process Entity-Relationship Model From Chapter 5, Kroenke book Requirements analysis Conceptual design data model Logical design Schema refinement: Normalization Physical tuning Problem:

More information

Unit 2.1. Data Analysis 1 - V2.0 1. Data Analysis 1. Dr Gordon Russell, Copyright @ Napier University

Unit 2.1. Data Analysis 1 - V2.0 1. Data Analysis 1. Dr Gordon Russell, Copyright @ Napier University Data Analysis 1 Unit 2.1 Data Analysis 1 - V2.0 1 Entity Relationship Modelling Overview Database Analysis Life Cycle Components of an Entity Relationship Diagram What is a relationship? Entities, attributes,

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 LECTURE OUTLINE Using High-Level, Conceptual Data Models for Database Design Entity-Relationship (ER) model Popular high-level conceptual

More information

Chapter 7 Data Modeling Using the Entity- Relationship (ER) Model

Chapter 7 Data Modeling Using the Entity- Relationship (ER) Model Chapter 7 Data Modeling Using the Entity- Relationship (ER) Model Copyright 2011 Pearson Education, Inc. Publishing as Pearson Addison-Wesley Chapter 7 Outline Using High-Level Conceptual Data Models for

More information

Data Analysis 1. SET08104 Database Systems. Copyright @ Napier University

Data Analysis 1. SET08104 Database Systems. Copyright @ Napier University Data Analysis 1 SET08104 Database Systems Copyright @ Napier University Entity Relationship Modelling Overview Database Analysis Life Cycle Components of an Entity Relationship Diagram What is a relationship?

More information

Database Design Process

Database Design Process Entity-Relationship Model Chapter 3, Part 1 Database Design Process Requirements analysis Conceptual design data model Logical design Schema refinement: Normalization Physical tuning 1 Problem: University

More information

CSC 742 Database Management Systems

CSC 742 Database Management Systems CSC 742 Database Management Systems Topic #4: Data Modeling Spring 2002 CSC 742: DBMS by Dr. Peng Ning 1 Phases of Database Design Requirement Collection/Analysis Functional Requirements Functional Analysis

More information

Why & How: Business Data Modelling. It should be a requirement of the job that business analysts document process AND data requirements

Why & How: Business Data Modelling. It should be a requirement of the job that business analysts document process AND data requirements Introduction It should be a requirement of the job that business analysts document process AND data requirements Process create, read, update and delete data they manipulate data. Process that aren t manipulating

More information

2. Conceptual Modeling using the Entity-Relationship Model

2. Conceptual Modeling using the Entity-Relationship Model ECS-165A WQ 11 15 Contents 2. Conceptual Modeling using the Entity-Relationship Model Basic concepts: entities and entity types, attributes and keys, relationships and relationship types Entity-Relationship

More information

Lecture 12: Entity Relationship Modelling

Lecture 12: Entity Relationship Modelling Lecture 12: Entity Relationship Modelling The Entity-Relationship Model Entities Relationships Attributes Constraining the instances Cardinalities Identifiers Generalization 2004-5 Steve Easterbrook. This

More information

Concepts of Database Management Seventh Edition. Chapter 6 Database Design 2: Design Method

Concepts of Database Management Seventh Edition. Chapter 6 Database Design 2: Design Method Concepts of Database Management Seventh Edition Chapter 6 Database Design 2: Design Method Objectives Discuss the general process and goals of database design Define user views and explain their function

More information

Chapter 8 The Enhanced Entity- Relationship (EER) Model

Chapter 8 The Enhanced Entity- Relationship (EER) Model Chapter 8 The Enhanced Entity- Relationship (EER) Model Copyright 2011 Pearson Education, Inc. Publishing as Pearson Addison-Wesley Chapter 8 Outline Subclasses, Superclasses, and Inheritance Specialization

More information

Umbrello UML Modeller Handbook

Umbrello UML Modeller Handbook 2 Contents 1 Introduction 7 2 UML Basics 8 2.1 About UML......................................... 8 2.2 UML Elements........................................ 9 2.2.1 Use Case Diagram.................................

More information

Chapter 2: Entity-Relationship Model. Entity Sets. " Example: specific person, company, event, plant

Chapter 2: Entity-Relationship Model. Entity Sets.  Example: specific person, company, event, plant 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

A technical discussion on modeling with UML 06/11/03 Entity Relationship Modeling with UML

A technical discussion on modeling with UML 06/11/03 Entity Relationship Modeling with UML A technical discussion on modeling with UML 06/11/03 Entity Relationship Modeling with UML Davor Gornik Improving software development capability 2 Table of Contents Entity Relationship Modeling... 1 Core

More information

Database Design Overview. Conceptual Design ER Model. Entities and Entity Sets. Entity Set Representation. Keys

Database Design Overview. Conceptual Design ER Model. Entities and Entity Sets. Entity Set Representation. Keys Database Design Overview Conceptual Design. The Entity-Relationship (ER) Model CS430/630 Lecture 12 Conceptual design The Entity-Relationship (ER) Model, UML High-level, close to human thinking Semantic

More information

Database Design Methodology

Database Design Methodology Database Design Methodology Three phases Database Design Methodology Logical database Physical database Constructing a model of the information used in an enterprise on a specific data model but independent

More information

ER modelling, Weak Entities, Class Hierarchies, Aggregation

ER modelling, Weak Entities, Class Hierarchies, Aggregation CS344 Database Management Systems ER modelling, Weak Entities, Class Hierarchies, Aggregation Aug 2 nd - Lecture Notes (Summary) Submitted by - N. Vishnu Teja Saurabh Saxena 09010125 09010145 (Most the

More information

Using UML Part One Structural Modeling Diagrams

Using UML Part One Structural Modeling Diagrams UML Tutorials Using UML Part One Structural Modeling Diagrams by Sparx Systems All material Sparx Systems 2007 Sparx Systems 2007 Page 1 Trademarks Object Management Group, OMG, Unified Modeling Language,

More information

Chapter 3. Data Modeling Using the Entity-Relationship (ER) Model

Chapter 3. Data Modeling Using the Entity-Relationship (ER) Model Chapter 3 Data Modeling Using the Entity-Relationship (ER) Model Chapter Outline Overview of Database Design Process Example Database Application (COMPANY) ER Model Concepts Entities and Attributes Entity

More information

Ontological Modeling: Part 6

Ontological Modeling: Part 6 Ontological Modeling: Part 6 Terry Halpin LogicBlox and INTI International University This is the sixth in a series of articles on ontology-based approaches to modeling. The main focus is on popular ontology

More information

11 November 2015. www.isbe.tue.nl. www.isbe.tue.nl

11 November 2015. www.isbe.tue.nl. www.isbe.tue.nl UML Class Diagrams 11 November 2015 UML Class Diagrams The class diagram provides a static structure of all the classes that exist within the system. Classes are arranged in hierarchies sharing common

More information

not necessarily strictly sequential feedback loops exist, i.e. may need to revisit earlier stages during a later stage

not necessarily strictly sequential feedback loops exist, i.e. may need to revisit earlier stages during a later stage Database Design Process there are six stages in the design of a database: 1. requirement analysis 2. conceptual database design 3. choice of the DBMS 4. data model mapping 5. physical design 6. implementation

More information

Using Entity-Relationship Diagrams To Count Data Functions Ian Brown, CFPS Booz Allen Hamilton 8283 Greensboro Dr. McLean, VA 22102 USA

Using Entity-Relationship Diagrams To Count Data Functions Ian Brown, CFPS Booz Allen Hamilton 8283 Greensboro Dr. McLean, VA 22102 USA Using Entity-Relationship Diagrams To Count Data Functions Ian Brown, CFPS Booz Allen Hamilton 8283 Greensboro Dr. McLean, VA 22102 USA Contents What Is an Entity-Relationship (E-R) Diagram? E-R Vocabulary

More information

Entity-Relationship Model. Purpose of E/R Model. Entity Sets

Entity-Relationship Model. Purpose of E/R Model. Entity Sets Entity-Relationship Model Diagrams Class hierarchies Weak entity sets 1 Purpose of E/R Model The E/R model allows us to sketch the design of a database informally. Designs are pictures called entityrelationship

More information

Requirement Analysis & Conceptual Database Design. Problem analysis Entity Relationship notation Integrity constraints Generalization

Requirement Analysis & Conceptual Database Design. Problem analysis Entity Relationship notation Integrity constraints Generalization Requirement Analysis & Conceptual Database Design Problem analysis Entity Relationship notation Integrity constraints Generalization Introduction: Lifecycle Requirement analysis -> Text Conceptual Design

More information

Rose Data Modeler (logical)

Rose Data Modeler (logical) Rose Data Modeler (logical) Rational Rose uses a data modeler to model the conceptual, logical, and physical database models, but also to generate DDLs commands, such as creating tables following UML methodology.

More information

three Entity-Relationship Modeling chapter OVERVIEW CHAPTER

three Entity-Relationship Modeling chapter OVERVIEW CHAPTER three Entity-Relationship Modeling CHAPTER chapter OVERVIEW 3.1 Introduction 3.2 The Entity-Relationship Model 3.3 Entity 3.4 Attributes 3.5 Relationships 3.6 Degree of a Relationship 3.7 Cardinality of

More information

Case studies: Outline. Requirement Engineering. Case Study: Automated Banking System. UML and Case Studies ITNP090 - Object Oriented Software Design

Case studies: Outline. Requirement Engineering. Case Study: Automated Banking System. UML and Case Studies ITNP090 - Object Oriented Software Design I. Automated Banking System Case studies: Outline Requirements Engineering: OO and incremental software development 1. case study: withdraw money a. use cases b. identifying class/object (class diagram)

More information

IT2305 Database Systems I (Compulsory)

IT2305 Database Systems I (Compulsory) Database Systems I (Compulsory) INTRODUCTION This is one of the 4 modules designed for Semester 2 of Bachelor of Information Technology Degree program. CREDITS: 04 LEARNING OUTCOMES On completion of this

More information

Modern Systems Analysis and Design

Modern Systems Analysis and Design Modern Systems Analysis and Design Prof. David Gadish Structuring System Data Requirements Learning Objectives Concisely define each of the following key data modeling terms: entity type, attribute, multivalued

More information

A technical discussion of UML 06/11/03 Relational Modeling with UML

A technical discussion of UML 06/11/03 Relational Modeling with UML A technical discussion of UML 06/11/03 Relational Modeling with UML Davor Gornik Improving software development capability 2 Table of Contents Relational Databases... 1 Core Elements of Relational Modeling...

More information

IV. The (Extended) Entity-Relationship Model

IV. The (Extended) Entity-Relationship Model IV. The (Extended) Entity-Relationship Model The Extended Entity-Relationship (EER) Model Entities, Relationships and Attributes Cardinalities, Identifiers and Generalization Documentation of EER Diagrams

More information

COMP 378 Database Systems Notes for Chapter 7 of Database System Concepts Database Design and the Entity-Relationship Model

COMP 378 Database Systems Notes for Chapter 7 of Database System Concepts Database Design and the Entity-Relationship Model COMP 378 Database Systems Notes for Chapter 7 of Database System Concepts Database Design and the Entity-Relationship Model The entity-relationship (E-R) model is a a data model in which information stored

More information

Communication Diagrams

Communication Diagrams Communication Diagrams Massimo Felici Realizing Use cases in the Design Model 1 Slide 1: Realizing Use cases in the Design Model Use-case driven design is a key theme in a variety of software processes

More information

XV. The Entity-Relationship Model

XV. The Entity-Relationship Model XV. The Entity-Relationship Model The Entity-Relationship Model Entities, Relationships and Attributes Cardinalities, Identifiers and Generalization Documentation of E-R Diagrams and Business Rules The

More information

Relational Schema Design

Relational Schema Design Relational Schema Design Using ER Methodology to Design Relational Database Schemas The Development Process Collect requirements. Analyze the requirements. Conceptually design the data (e.g., draw an ER

More information

Database Design Process. Databases - Entity-Relationship Modelling. Requirements Analysis. Database Design

Database Design Process. Databases - Entity-Relationship Modelling. Requirements Analysis. Database Design Process Databases - Entity-Relationship Modelling Ramakrishnan & Gehrke identify six main steps in designing a database Requirements Analysis Conceptual Design Logical Design Schema Refinement Physical

More information

RELATIONSHIP STRENGTH

RELATIONSHIP STRENGTH Connectivity and Cardinality The term connectivity is used to describe the relationship classification. Cardinality expresses the minimum and maximum number of entity occurrences associated with one occurrence

More information

Preview DESIGNING DATABASES WITH VISIO PROFESSIONAL: A TUTORIAL

Preview DESIGNING DATABASES WITH VISIO PROFESSIONAL: A TUTORIAL DESIGNING DATABASES WITH VISIO PROFESSIONAL: A TUTORIAL A Microsoft Visio Professional is a powerful database design and modeling tool. The Visio software has so many features that it is impossible to

More information

Using Use Cases for requirements capture. Pete McBreen. 1998 McBreen.Consulting

Using Use Cases for requirements capture. Pete McBreen. 1998 McBreen.Consulting Using Use Cases for requirements capture Pete McBreen 1998 McBreen.Consulting petemcbreen@acm.org All rights reserved. You have permission to copy and distribute the document as long as you make no changes

More information

Tutorial - Building a Use Case Diagram

Tutorial - Building a Use Case Diagram Tutorial - Building a Use Case Diagram 1. Introduction A Use Case diagram is a graphical representation of the high-level system scope. It includes use cases, which are pieces of functionality the system

More information

1 Class Diagrams and Entity Relationship Diagrams (ERD)

1 Class Diagrams and Entity Relationship Diagrams (ERD) 1 Class Diagrams and Entity Relationship Diagrams (ERD) Class diagrams and ERDs both model the structure of a system. Class diagrams represent the dynamic aspects of a system: both the structural and behavioural

More information

Chapter 2: Entity-Relationship Model. E-R R Diagrams

Chapter 2: Entity-Relationship Model. E-R R Diagrams Chapter 2: Entity-Relationship Model What s the use of the E-R model? Entity Sets Relationship Sets Design Issues Mapping Constraints Keys E-R Diagram Extended E-R Features Design of an E-R Database Schema

More information

Data Modeling Basics

Data Modeling Basics Information Technology Standard Commonwealth of Pennsylvania Governor's Office of Administration/Office for Information Technology STD Number: STD-INF003B STD Title: Data Modeling Basics Issued by: Deputy

More information

Unit 5: Object-Role Modeling (ORM) http://www.heppnetz.de/teaching/dpm/

Unit 5: Object-Role Modeling (ORM) http://www.heppnetz.de/teaching/dpm/ Modeling in Business in Information Systems Unternehmensmodellierung und -architekturen Unit 5: Object-Role Modeling (ORM) Professur für Allgemeine BWL, insbesondere E-Business http://www.heppnetz.de/teaching/dpm/

More information

Data Modeling: Part 1. Entity Relationship (ER) Model

Data Modeling: Part 1. Entity Relationship (ER) Model Data Modeling: Part 1 Entity Relationship (ER) Model MBA 8473 1 Cognitive Objectives (Module 2) 32. Explain the three-step process of data-driven information system (IS) development 33. Examine the purpose

More information

LAB 3: Introduction to Domain Modeling and Class Diagram

LAB 3: Introduction to Domain Modeling and Class Diagram LAB 3: Introduction to Domain Modeling and Class Diagram OBJECTIVES Use the UML notation to represent classes and their properties. Perform domain analysis to develop domain class models. Model the structural

More information

Select the Crow s Foot entity relationship diagram (ERD) option. Create the entities and define their components.

Select the Crow s Foot entity relationship diagram (ERD) option. Create the entities and define their components. Α DESIGNING DATABASES WITH VISIO PROFESSIONAL: A TUTORIAL Microsoft Visio Professional is a powerful database design and modeling tool. The Visio software has so many features that we can t possibly demonstrate

More information

The E-R èentity-relationshipè data model views the real world as a set of basic objects èentitiesè and

The E-R èentity-relationshipè data model views the real world as a set of basic objects èentitiesè and CMPT-354-Han-95.3 Lecture Notes September 20, 1995 Chapter 2 The Entity-Relationship Model The E-R èentity-relationshipè data model views the real world as a set of basic objects èentitiesè and relationships

More information

The Entity-Relationship Model

The Entity-Relationship Model The Entity-Relationship Model Overview of Database Design Requirements analysis Conceptual design data model Logical design Schema refinement: Normalization Physical tuning Conceptual Design Entities Conceptual

More information

Announcements. SE 1: Software Requirements Specification and Analysis. Review: Use Case Descriptions

Announcements. SE 1: Software Requirements Specification and Analysis. Review: Use Case Descriptions Announcements SE 1: Software Requirements Specification and Analysis Lecture 4: Basic Notations Nancy Day, Davor Svetinović http://www.student.cs.uwaterloo.ca/ cs445/winter2006 uw.cs.cs445 Send your group

More information

How to make a good Software Requirement Specification(SRS)

How to make a good Software Requirement Specification(SRS) Information Management Software Information Management Software How to make a good Software Requirement Specification(SRS) Click to add text TGMC 2011 Phases Registration SRS Submission Project Submission

More information

IT2304: Database Systems 1 (DBS 1)

IT2304: Database Systems 1 (DBS 1) : Database Systems 1 (DBS 1) (Compulsory) 1. OUTLINE OF SYLLABUS Topic Minimum number of hours Introduction to DBMS 07 Relational Data Model 03 Data manipulation using Relational Algebra 06 Data manipulation

More information

DIA Creating Charts and Diagrams

DIA Creating Charts and Diagrams DIA Creating Charts and Diagrams Dia is a vector-based drawing tool similar to Win32 OS Visio. It is suitable for graphical languages such as dataflow diagrams, entity-relationship diagrams, organization

More information

DATABASE MANAGEMENT SYSTEMS. Question Bank:

DATABASE MANAGEMENT SYSTEMS. Question Bank: DATABASE MANAGEMENT SYSTEMS Question Bank: UNIT 1 1. Define Database? 2. What is a DBMS? 3. What is the need for database systems? 4. Define tupule? 5. What are the responsibilities of DBA? 6. Define schema?

More information

Chapter 3. Data Analysis and Diagramming

Chapter 3. Data Analysis and Diagramming Chapter 3 Data Analysis and Diagramming Introduction This chapter introduces data analysis and data diagramming. These make one of core skills taught in this course. A big part of any skill is practical

More information

DATABASE DESIGN. - Developing database and information systems is performed using a development lifecycle, which consists of a series of steps.

DATABASE DESIGN. - Developing database and information systems is performed using a development lifecycle, which consists of a series of steps. DATABASE DESIGN - The ability to design databases and associated applications is critical to the success of the modern enterprise. - Database design requires understanding both the operational and business

More information

Keyboard Basics. By Starling Jones, Jr. http://www.starlingsounds.com& http://www.smoothchords.com

Keyboard Basics. By Starling Jones, Jr. http://www.starlingsounds.com& http://www.smoothchords.com Keyboard Basics By Starling Jones, Jr. In starting on the piano I recommend starting on weighted keys. I say this as your fingers will be adjusted to the stiffness of the keys. When you then progress to

More information

7.1 The Information system

7.1 The Information system Chapter 7. Database Planning, Design and Administration Last few decades have seen proliferation of software applications, many requiring constant maintenance involving: correcting faults, implementing

More information

A Comparative Analysis of Entity-Relationship Diagrams 1

A Comparative Analysis of Entity-Relationship Diagrams 1 A Comparative Analysis of Entity-Relationship Diagrams 1 Il-Yeol Song Drexel University Mary Evans USConnect E.K. Park U.S. Naval Academy The purpose of this article is to collect widely used entity-relationship

More information

Conceptual Design Using the Entity-Relationship (ER) Model

Conceptual Design Using the Entity-Relationship (ER) Model Conceptual Design Using the Entity-Relationship (ER) Model Module 5, Lectures 1 and 2 Database Management Systems, R. Ramakrishnan 1 Overview of Database Design Conceptual design: (ER Model is used at

More information

A Tool for Generating Relational Database Schema from EER Diagram

A Tool for Generating Relational Database Schema from EER Diagram A Tool for Generating Relational Schema from EER Diagram Lisa Simasatitkul and Taratip Suwannasart Abstract design is an important activity in software development. EER diagram is one of diagrams, which

More information

MINUTE TAKING. All material copyright of Lindsay Wright This pack is for sample purposes only, and not for re-use

MINUTE TAKING. All material copyright of Lindsay Wright This pack is for sample purposes only, and not for re-use MINUTE TAKING All material copyright of Lindsay Wright This pack is for sample purposes only, and not for re-use 1 Minute Taking Sample Programme OBJECTIVES As a result of the programme participants should

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 Schema to

More information

HOW TO ORGANIZE PICTURES

HOW TO ORGANIZE PICTURES Get started When you upload your pictures to Shutterfly, you can do much more than view them. Our workspace offers tools that let you quickly and easily organize your photos as well. We re going to show

More information

Graphical Systems Modeling with UML / SysML Class diagrams

Graphical Systems Modeling with UML / SysML Class diagrams Graphical Systems Modeling with UML / SysML Class diagrams Piotr Ciskowski Perspectives - views: architecture class diagram object diagram composite structure diagram package diagram Logical view Use case

More information

Animated Courseware Support for Teaching Database Design

Animated Courseware Support for Teaching Database Design Issue s in Informing Science and Information Technology Volume 6, 2009 Animated Courseware Support for Teaching Database Design Meg Murray and Mario Guimaraes Kennesaw State University, Kennesaw, GA, USA

More information

Connecting Keyboards to the Miditzer Virtual Organ

Connecting Keyboards to the Miditzer Virtual Organ Connecting Keyboards to the Miditzer Virtual Organ The term MIDI will be used frequently throughout this document. It stands for Musical Instrument Digital Interface. This is the MIDI in Miditzer. MIDI

More information

A Short Tutorial on Using Visio 2010 for Entity-Relationship Diagrams

A Short Tutorial on Using Visio 2010 for Entity-Relationship Diagrams A Short Tutorial on Using Visio 2010 for Entity-Relationship Diagrams by Nezar Hussain Microsoft Visio 2010 is a flexible software tool that allows users to create some diagrams and charts, providing an

More information

Review: Participation Constraints

Review: Participation Constraints Review: Participation Constraints Does every department have a manager? If so, this is a participation constraint: the participation of Departments in Manages is said to be total (vs. partial). Every did

More information

Numerator Denominator

Numerator Denominator Fractions A fraction is any part of a group, number or whole. Fractions are always written as Numerator Denominator A unitary fraction is one where the numerator is always 1 e.g 1 1 1 1 1...etc... 2 3

More information

Hide the spies Teacher notes. Activity description. Suitability. Time. AMP resources. Equipment. Key mathematical language.

Hide the spies Teacher notes. Activity description. Suitability. Time. AMP resources. Equipment. Key mathematical language. Hide the spies Teacher notes Activity description Pupils investigate where four spies should sit in a square park so that they cannot see each other, and how many such are possible. Suitability Pupils

More information

Previously, you learned the names of the parts of a multiplication problem. 1. a. 6 2 = 12 6 and 2 are the. b. 12 is the

Previously, you learned the names of the parts of a multiplication problem. 1. a. 6 2 = 12 6 and 2 are the. b. 12 is the Tallahassee Community College 13 PRIME NUMBERS AND FACTORING (Use your math book with this lab) I. Divisors and Factors of a Number Previously, you learned the names of the parts of a multiplication problem.

More information

Database IST400/600. Jian Qin. A collection of data? A computer system? Everything you collected for your group project?

Database IST400/600. Jian Qin. A collection of data? A computer system? Everything you collected for your group project? Relational Databases IST400/600 Jian Qin Database A collection of data? Everything you collected for your group project? A computer system? File? Spreadsheet? Information system? Date s criteria: Integration

More information

BCS THE CHARTERED INSTITUTE FOR IT. BCS HIGHER EDUCATION QUALIFICATIONS BCS Level 5 Diploma in IT SYSTEMS ANALYSIS & DESIGN EXAMINERS REPORT

BCS THE CHARTERED INSTITUTE FOR IT. BCS HIGHER EDUCATION QUALIFICATIONS BCS Level 5 Diploma in IT SYSTEMS ANALYSIS & DESIGN EXAMINERS REPORT BCS THE CHARTERED INSTITUTE FOR IT BCS HIGHER EDUCATION QUALIFICATIONS BCS Level 5 Diploma in IT SYSTEMS ANALYSIS & DESIGN EXAMINERS REPORT Monday 28 th September 2015 Case Study for both sections A and

More information

Object Oriented Design

Object Oriented Design Object Oriented Design Kenneth M. Anderson Lecture 20 CSCI 5828: Foundations of Software Engineering OO Design 1 Object-Oriented Design Traditional procedural systems separate data and procedures, and

More information

BCS Certificate in Data Management Essentials

BCS Certificate in Data Management Essentials BCS Certificate in Data Management Essentials Sample Paper A You are allowed fifteen (15) minutes reading time before the examination starts. You are not allowed to write anything during that reading time.

More information

DISCLAIMER OVERVIEW WHY DO WE MODEL WHAT IS QUALITY? Jeff Jacobs, jmjacobs@jeffreyjacobs.com

DISCLAIMER OVERVIEW WHY DO WE MODEL WHAT IS QUALITY? Jeff Jacobs, jmjacobs@jeffreyjacobs.com DEVELOPING HIGH CLASS UML CLASS MODELS Jeff Jacobs, jmjacobs@jeffreyjacobs.com DISCLAIMER The views presented here are those of the presenter and do not represent those of any other person, organization,

More information

UML Data Models From An ORM Perspective: Part 1

UML Data Models From An ORM Perspective: Part 1 UML Data Models From An ORM Perspective: Part 1 by Dr. Terry Halpin, BSc, DipEd, BA, MLitStud, PhD Director of Database Strategy, Visio Corporation This paper appeared in the April 1998 issue of the Journal

More information

Linear functions Increasing Linear Functions. Decreasing Linear Functions

Linear functions Increasing Linear Functions. Decreasing Linear Functions 3.5 Increasing, Decreasing, Max, and Min So far we have been describing graphs using quantitative information. That s just a fancy way to say that we ve been using numbers. Specifically, we have described

More information

Object-Oriented Data Modeling

Object-Oriented Data Modeling C h a p t e r 1 3 Object-Oriented Data Modeling Learning Objectives After studying this chapter, you should be able to: Concisely define each of the following key terms: class, object, state, behavior,

More information

User experience storyboards: Building better UIs with RUP, UML, and use cases

User experience storyboards: Building better UIs with RUP, UML, and use cases Copyright Rational Software 2003 http://www.therationaledge.com/content/nov_03/f_usability_jh.jsp User experience storyboards: Building better UIs with RUP, UML, and use cases by Jim Heumann Requirements

More information

Lesson 8: Introduction to Databases E-R Data Modeling

Lesson 8: Introduction to Databases E-R Data Modeling Lesson 8: Introduction to Databases E-R Data Modeling Contents Introduction to Databases Abstraction, Schemas, and Views Data Models Database Management System (DBMS) Components Entity Relationship Data

More information

AVOIDANCE OF CYCLICAL REFERENCE OF FOREIGN KEYS IN DATA MODELING USING THE ENTITY-RELATIONSHIP MODEL

AVOIDANCE OF CYCLICAL REFERENCE OF FOREIGN KEYS IN DATA MODELING USING THE ENTITY-RELATIONSHIP MODEL AVOIDANCE OF CYCLICAL REFERENCE OF FOREIGN KEYS IN DATA MODELING USING THE ENTITY-RELATIONSHIP MODEL Ben B. Kim, Seattle University, bkim@seattleu.edu ABSTRACT The entity-relationship (ER model is clearly

More information

Team Building Blocks. Team Building Activities with Blocks

Team Building Blocks. Team Building Activities with Blocks Team Building Blocks Team Building Activities with Blocks. 1. Just a Glimpse Purpose of activity: This game encourages problem solving and helps groups learn to communicate effectively. The leader of the

More information

Intermediate PowerPoint

Intermediate PowerPoint Intermediate PowerPoint Charts and Templates By: Jim Waddell Last modified: January 2002 Topics to be covered: Creating Charts 2 Creating the chart. 2 Line Charts and Scatter Plots 4 Making a Line Chart.

More information

Entity - Relationship Modelling

Entity - Relationship Modelling Topic 5 Entity - Relationship Modelling LEARNING OUTCOMES When you have completed this Topic you should be able to: 1. Acquire the basic concepts of the Entity-Relationship (ER) model. 2. Discuss how to

More information

A positive exponent means repeated multiplication. A negative exponent means the opposite of repeated multiplication, which is repeated

A positive exponent means repeated multiplication. A negative exponent means the opposite of repeated multiplication, which is repeated Eponents Dealing with positive and negative eponents and simplifying epressions dealing with them is simply a matter of remembering what the definition of an eponent is. division. A positive eponent means

More information

USING UML FOR OBJECT-RELATIONAL DATABASE SYSTEMS DEVELOPMENT: A FRAMEWORK

USING UML FOR OBJECT-RELATIONAL DATABASE SYSTEMS DEVELOPMENT: A FRAMEWORK USING UML FOR OBJECT-RELATIONAL DATABASE SYSTEMS DEVELOPMENT: A FRAMEWORK Ming Wang, California State University, ming.wang@calstatela.edu ABSTRACT Data model of object-relational databases (ORDBs) is

More information

Tutorial Use Ableton Live for a live set

Tutorial Use Ableton Live for a live set Intellinoise Studio Intelligent Audio Conception www.intellinoise.com www.electrypnose.com Tutorial Use Ableton Live for a live set Material needed : - Ableton Live - Some finished tracks 1. Introduction

More information

BBC Learning English Talk about English Business Language To Go Part 1 - Interviews

BBC Learning English Talk about English Business Language To Go Part 1 - Interviews BBC Learning English Business Language To Go Part 1 - Interviews This programme was first broadcast in 2001. This is not a word for word transcript of the programme This series is all about chunks of language

More information

this guide will help you understand in detail who the Asset Management module works and relates to other modules.

this guide will help you understand in detail who the Asset Management module works and relates to other modules. Asset Management Introduction this guide will help you understand in detail who the Asset Management module works and relates to other modules. this module is critical for most of you looking forward the

More information

Introduction. UML = Unified Modeling Language It is a standardized visual modeling language.

Introduction. UML = Unified Modeling Language It is a standardized visual modeling language. UML 1 Introduction UML = Unified Modeling Language It is a standardized visual modeling language. Primarily intended for modeling software systems. Also used for business modeling. UML evolved from earlier

More information

Foundations of Information Management

Foundations of Information Management Foundations of Information Management - WS 2012/13 - Juniorprofessor Alexander Markowetz Bonn Aachen International Center for Information Technology (B-IT) Data & Databases Data: Simple information Database:

More information

Successful Mailings in The Raiser s Edge

Successful Mailings in The Raiser s Edge Bill Connors 2010 Bill Connors, CFRE November 18, 2008 Agenda Introduction Preparation Query Mail Export Follow-up Q&A Blackbaud s Conference for Nonprofits Charleston Bill Connors, CFRE Page #2 Introduction

More information

Example Chapter 08-Number 09: This example demonstrates some simple uses of common canned effects found in popular photo editors to stylize photos.

Example Chapter 08-Number 09: This example demonstrates some simple uses of common canned effects found in popular photo editors to stylize photos. 08 SPSE ch08 2/22/10 11:34 AM Page 156 156 Secrets of ProShow Experts: The Official Guide to Creating Your Best Slide Shows with ProShow Gold and Producer Figure 8.18 Using the same image washed out and

More information

HIPAA RULES AND REGULATIONS

HIPAA RULES AND REGULATIONS HIPAA RULES AND REGULATIONS INTRODUCTION Everyone who works in or around health care has heard about the HIPAA, the Health Insurance Portability and Accountability Act. And certainly, everyone who is in

More information