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LECTURE 3
Data Modeling Using the
Entity-Relationship (ER) Model
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OUTLINE
Overview ofDatabase Design Process
Example Database Application (COMPANY)
ER Model Concepts
Entities and Attributes
Entity Types, Value Sets, and Key Attributes
Relationships and Relationship Types
Weak Entity Types
Roles and Attributes in Relationship Types
ER Diagrams - Notation
ER Diagram for COMPANY Schema
Alternative Notations – UML class diagrams, others
Relationships of Higher Degree
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3.
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OVERVIEW OF DATABASE DESIGN PROCESS
Two main activities:
Database design
Applications design
Focus in this chapter on conceptual database design
To design the conceptual schema for a database
application
Applications design focuses on the programs and interfaces
that access the database
Generally considered part of software engineering
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OVERVIEW OF DATABASE DESIGN PROCESS
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METHODOLOGIES FOR CONCEPTUAL DESIGN
Entity Relationship (ER) Diagrams (This Chapter)
Enhanced Entity Relationship (EER) Diagrams (Chapter 4)
Use of Design Tools in industry for designing and
documenting large scale designs
The UML (Unified Modeling Language) Class Diagrams are
popular in industry to document conceptual database
designs
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EXAMPLE COMPANY DATABASE
We need to create a database schema design based on the
following (simplified) requirements of the COMPANY
Database:
The company is organized into DEPARTMENTs. Each
department has a name, number and an employee who
manages the department. We keep track of the start date
of the department manager. A department may have
several locations.
Each department controls a number of PROJECTs. Each
project has a unique name, unique number and is located
at a single location.
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EXAMPLE COMPANY DATABASE (CONTINUED)
The database will store each EMPLOYEE’s social security
number, address, salary, sex, and birthdate.
Each employee works for one department but may work
on several projects.
The DB will keep track of the number of hours per week
that an employee currently works on each project.
It is required to keep track of the direct supervisor of
each employee.
Each employee may have a number of DEPENDENTs.
For each dependent, the DB keeps a record of name, sex,
birthdate, and relationship to the employee.
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ER MODEL CONCEPTS
Entities and Attributes
Entity is a basic concept for the ER model. Entities are specific things or objects in
the mini-world that are represented in the database.
For example the EMPLOYEE John Smith, the Research DEPARTMENT, the ProductX
PROJECT
Attributes are properties used to describe an entity.
For example an EMPLOYEE entity may have the attributes Name, SSN, Address, Sex,
BirthDate
A specific entity will have a value for each of its attributes.
For example a specific employee entity may have Name='John Smith',
SSN='123456789', Address ='731, Fondren, Houston, TX', Sex='M', BirthDate='09-JAN-
55‘
Each attribute has a value set (or data type) associated with it – e.g. integer,
string, date, enumerated type, …
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TYPES OF ATTRIBUTES (1)
Simple
Each entity has a single atomic value for the attribute. For example, SSN or Sex.
Composite
The attribute may be composed of several components. For example:
Address(Apt#, House#, Street, City, State, ZipCode, Country), or
Name(FirstName, MiddleName, LastName).
Composition may form a hierarchy where some components are themselves
composite.
Multi-valued
An entity may have multiple values for that attribute. For example, Color of a CAR
or PreviousDegrees of a STUDENT.
Denoted as {Color} or {PreviousDegrees}.
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TYPES OF ATTRIBUTES (2)
In general, composite and multi-valued attributes may be nested
arbitrarily to any number of levels, although this is rare.
For example, PreviousDegrees of a STUDENT is a composite multi-
valued attribute denoted by {PreviousDegrees (College, Year, Degree,
Field)}
Multiple PreviousDegrees values can exist
Each has four subcomponent attributes:
College, Year, Degree, Field
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EXAMPLE OF A COMPOSITE ATTRIBUTE
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ENTITY TYPES AND KEY ATTRIBUTES (1)
Entities with the same basic attributes are grouped or typed
into an entity type.
For example, the entity type EMPLOYEE and PROJECT.
An attribute of an entity type for which each entity must have
a unique value is called a key attribute of the entity type.
For example, SSN of EMPLOYEE.
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ENTITY TYPES AND KEY ATTRIBUTES (2)
A key attribute may be composite.
VehicleTagNumber is a key of the CAR entity type with components
(Number, State).
An entity type may have more than one key.
The CAR entity type may have two keys:
VehicleIdentificationNumber (popularly called VIN)
VehicleTagNumber (Number, State), aka license plate number.
Each key is underlined (Note: this is different from the relational schema
where only one “primary key is underlined).
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ENTITY SET
Each entity type will have a collection of entities stored in the database
Called the entity set or sometimes entity collection
Previous slide shows three CAR entity instances in the entity set for
CAR
Same name (CAR) used to refer to both the entity type and the entity
set
However, entity type and entity set may be given different names
Entity set is the current state of the entities of that type that are stored
in the database
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VALUE SETS (DOMAINS) OF ATTRIBUTES
Each simple attribute is associated with a value set
E.g., Lastname has a value which is a character string of
upto 15 characters, say
Date has a value consisting of MM-DD-YYYY where each
letter is an integer
A value set specifies the set of values associated with an
attribute
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DISPLAYING AN ENTITY TYPE
In ER diagrams, an entity type is displayed in a rectangular
box
Attributes are displayed in ovals
Each attribute is connected to its entity type
Components of a composite attribute are connected to
the oval representing the composite attribute
Each key attribute is underlined
Multivalued attributes displayed in double ovals
See the full ER notation in advance on the next slide
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NOTATION FOR ER DIAGRAMS
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ENTITY TYPE CAR WITH TWO KEYS AND A
CORRESPONDING ENTITY SET
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INITIAL CONCEPTUAL DESIGN OF ENTITY TYPES
FOR THE COMPANY DATABASE SCHEMA
Based on the requirements, we can identify four initial entity types in the
COMPANY database:
DEPARTMENT
PROJECT
EMPLOYEE
DEPENDENT
Their initial conceptual design is shown on the following slide
The initial attributes shown are derived from the requirements
description
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INITIAL DESIGN OF ENTITY TYPES:
EMPLOYEE, DEPARTMENT, PROJECT, DEPENDENT
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REFINING THE INITIAL DESIGN BY INTRODUCING
RELATIONSHIPS
The initial design is typically not complete
Some aspects in the requirements will be represented as
relationships
ER model has three main concepts:
Entities (and their entity types and entity sets)
Attributes (simple, composite, multivalued)
Relationships (and their relationship types and
relationship sets)
We introduce relationship concepts next
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RELATIONSHIPS AND RELATIONSHIP TYPES (1)
A relationship relates two or more distinct entities with a
specific meaning.
For example, EMPLOYEE John Smith works on the ProductX
PROJECT, or EMPLOYEE Franklin Wong manages the Research
DEPARTMENT.
Relationships of the same type are grouped or typed into a
relationship type.
For example, the WORKS_ON relationship type in which
EMPLOYEEs and PROJECTs participate, or the MANAGES
relationship type in which EMPLOYEEs and DEPARTMENTs
participate.
The degree of a relationship type is the number of
participating entity types.
Both MANAGES and WORKS_ON are binary relationships.
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RELATIONSHIP INSTANCES OF THE WORKS_FOR N:1
RELATIONSHIP BETWEEN EMPLOYEE AND DEPARTMENT
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RELATIONSHIP INSTANCES OF THE M:N WORKS_ON
RELATIONSHIP BETWEEN EMPLOYEE AND PROJECT
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RELATIONSHIP TYPE VS. RELATIONSHIP SET (1)
Relationship Type:
Is the schema description of a relationship
Identifies the relationship name and the participating
entity types
Also identifies certain relationship constraints
Relationship Set:
The current set of relationship instances represented in
the database
The current state of a relationship type
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RELATIONSHIP TYPE VS. RELATIONSHIP SET (2)
Previous figures displayed the relationship sets
Each instance in the set relates individual participating
entities – one from each participating entity type
In ER diagrams, we represent the relationship type as follows:
Diamond-shaped box is used to display a relationship type
Connected to the participating entity types via straight lines
Note that the relationship type is not shown with an arrow.
The name should be typically be readable from left to right
and top to bottom.
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REFINING THE COMPANY DATABASE SCHEMA BY
INTRODUCING RELATIONSHIPS
By examining the requirements, six relationship types are identified
All are binary relationships( degree 2)
Listed below with their participating entity types:
WORKS_FOR (between EMPLOYEE, DEPARTMENT)
MANAGES (also between EMPLOYEE, DEPARTMENT)
CONTROLS (between DEPARTMENT, PROJECT)
WORKS_ON (between EMPLOYEE, PROJECT)
SUPERVISION (between EMPLOYEE (as subordinate), EMPLOYEE (as
supervisor))
DEPENDENTS_OF (between EMPLOYEE, DEPENDENT)
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ER DIAGRAM – RELATIONSHIP TYPES ARE:
WORKS_FOR, MANAGES, WORKS_ON, CONTROLS, SUPERVISION, DEPENDENTS_OF
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DISCUSSION ON RELATIONSHIP TYPES
In the refined design, some attributes from the initial entity
types are refined into relationships:
Manager of DEPARTMENT -> MANAGES
Works_on of EMPLOYEE -> WORKS_ON
Department of EMPLOYEE -> WORKS_FOR
etc
In general, more than one relationship type can exist between
the same participating entity types
MANAGES and WORKS_FOR are distinct relationship types between
EMPLOYEE and DEPARTMENT
Different meanings and different relationship instances.
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CONSTRAINTS ON RELATIONSHIPS
Constraints on Relationship Types
(Also known as ratio constraints)
Cardinality Ratio (specifies maximum participation)
One-to-one (1:1)
One-to-many (1:N) or Many-to-one (N:1)
Many-to-many (M:N)
Existence Dependency Constraint (specifies minimum
participation) (also called participation constraint)
zero (optional participation, not existence-dependent)
one or more (mandatory participation, existence-dependent)
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MANY-TO-ONE (N:1) RELATIONSHIP
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MANY-TO-MANY (M:N) RELATIONSHIP
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RECURSIVE RELATIONSHIP TYPE
A relationship type between the same participating entity type in
distinct roles
Also called a self-referencing relationship type.
Example: the SUPERVISION relationship
EMPLOYEE participates twice in two distinct roles:
supervisor (or boss) role
supervisee (or subordinate) role
Each relationship instance relates two distinct EMPLOYEE entities:
One employee in supervisor role
One employee in supervisee role
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DISPLAYING A RECURSIVE RELATIONSHIP
In a recursive relationship type.
Both participations are same entity type in different roles.
For example, SUPERVISION relationships between
EMPLOYEE (in role of supervisor or boss) and (another)
EMPLOYEE (in role of subordinate or worker).
In following figure, first role participation labeled with 1 and
second role participation labeled with 2.
In ER diagram, need to display role names to distinguish
participations.
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A RECURSIVE RELATIONSHIP SUPERVISION`
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RECURSIVE RELATIONSHIP TYPE IS: SUPERVISION
(PARTICIPATION ROLE NAMES ARE SHOWN)
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WEAK ENTITY TYPES
An entity that does not have a key attribute and that is identification-
dependent on another entity type.
A weak entity must participate in an identifying relationship type with an
owner or identifying entity type
Entities are identified by the combination of:
A partial key of the weak entity type
The particular entity they are related to in the identifying relationship
type
Example:
A DEPENDENT entity is identified by the dependent’s first name, and
the specific EMPLOYEE with whom the dependent is related
Name of DEPENDENT is the partial key
DEPENDENT is a weak entity type
EMPLOYEE is its identifying entity type via the identifying relationship
type DEPENDENT_OF
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ATTRIBUTES OF RELATIONSHIP TYPES
A relationship type can have attributes:
For example, HoursPerWeek of WORKS_ON
Its value for each relationship instance describes the
number of hours per week that an EMPLOYEE works on a
PROJECT.
A value of HoursPerWeek depends on a particular
(employee, project) combination
Most relationship attributes are used with M:N
relationships
In 1:N relationships, they can be transferred to the
entity type on the N-side of the relationship
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EXAMPLE ATTRIBUTE OF A RELATIONSHIP TYPE:
HOURS OF WORKS_ON
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NOTATION FOR CONSTRAINTS ON RELATIONSHIPS
Cardinality ratio (of a binary relationship): 1:1, 1:N, N:1, or
M:N
Shown by placing appropriate numbers on the
relationship edges.
Participation constraint (on each participating entity type):
total (called existence dependency) or partial.
Total shown by double line, partial by single line.
NOTE: These are easy to specify for Binary Relationship
Types.
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ALTERNATIVE (MIN, MAX) NOTATION FOR
RELATIONSHIP STRUCTURAL CONSTRAINTS:
Specified on each participation of an entity type E in a relationship type R
Specifies that each entity e in E participates in at least min and at most max
relationship instances in R
Default (no constraint): min=0, max=n (signifying no limit)
Must have min max, min0, max 1
Derived from the knowledge of mini-world constraints
Examples:
A department has exactly one manager and an employee can manage at
most one department.
Specify (0,1) for participation of EMPLOYEE in MANAGES
Specify (1,1) for participation of DEPARTMENT in MANAGES
An employee can work for exactly one department, but a department can
have any number of employees.
Specify (1,1) for participation of EMPLOYEE in WORKS_FOR
Specify (1,n) for participation of DEPARTMENT in WORKS_FOR
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THE (MIN, MAX) NOTATION FOR RELATIONSHIP CONSTRAINTS
Read the min,max numbers next to the entity type and
looking away from the entity type
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COMPANY ER SCHEMA DIAGRAM USING (MIN, MAX)
NOTATION
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ALTERNATIVE DIAGRAMMATIC NOTATION
ER diagrams is one popular example for displaying database
schemas
Many other notations exist in the literature and in various
database design and modeling tools
Appendix A illustrates some of the alternative notations that
have been used
UML class diagrams is representative of another way of
displaying ER concepts that is used in several commercial
design tools
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SUMMARY OF NOTATION FOR ER DIAGRAMS
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UML CLASS DIAGRAMS
Represent classes (similar to entity types) as large rounded
boxes with three sections:
Top section includes entity type (class) name
Second section includes attributes
Third section includes class operations (operations are not in
basic ER model)
Relationships (called associations) represented as lines
connecting the classes
Other UML terminology also differs from ER terminology
Used in database design and object-oriented software
design
UML has many other types of diagrams for software design
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UML CLASS DIAGRAM FOR COMPANY DATABASE
SCHEMA
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OTHER ALTERNATIVE DIAGRAMMATIC NOTATIONS
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RELATIONSHIPS OF HIGHER DEGREE
Relationship types of degree 2 are called binary
Relationship types of degree 3 are called ternary and of
degree n are called n-ary
In general, an n-ary relationship is not equivalent to n binary
relationships
Constraints are harder to specify for higher-degree
relationships (n > 2) than for binary relationships
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DISCUSSION OF N-ARY RELATIONSHIPS (N > 2)
In general, 3 binary relationships can represent different
information than a single ternary relationship (see Figure
3.17a and b on next slide)
If needed, the binary and n-ary relationships can all be
included in the schema design (see Figure 3.17a and b,
where all relationships convey different meanings)
In some cases, a ternary relationship can be represented as
a weak entity if the data model allows a weak entity type to
have multiple identifying relationships (and hence multiple
owner entity types) (see Figure 3.17c)
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EXAMPLE OF A TERNARY RELATIONSHIP
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ANOTHER EXAMPLE: A UNIVERSITY DATABASE
To keep track of the enrollments in classes and student
grades, another database is to be designed.
It keeps track of the COLLEGEs, DEPARTMENTs within each
college, the COURSEs offered by departments, and
SECTIONs of courses, INSTRUCTORs who teach the sections
etc.
These entity types and the relationships among these entity
types are shown on the next slide in Figure 3.20.
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CHAPTER SUMMARY
ER Model Concepts: Entities, attributes, relationships
Constraints in the ER model
Using ER in step-by-step mode conceptual schema design
for the COMPANY database
ER Diagrams - Notation
Alternative Notations – UML class diagrams, others
Binary Relationship types and those of higher degree.