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Entity-Relationship diagram
Conceptual model
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ED diagram
Chen's notation proposed in 1976
Entity Relationship Entity
Entity
Attribute
Relationship
Attribute
Attribute
Attribute
Attribute
Attribute Attribute
Attribute
Attribute
Attribute
1
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Entity
Student
University
Employee
Department
Would become a relation
• Categories of similar measurements
• Could be a physical object or a concept
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0
0
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✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
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✐
✑
✐
1
1
1
0
0
1
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1
0
0
1
0
1
0
0
1
1
0
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0
1
1
0
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0
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✑
✑
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1
Attributes
• Measurements within a category
Student
Name Surname Nationality StudentID
Name
StudentID
Surname
Nationality
Student
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0
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0
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0
0
1
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0
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0
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✑
✑
1
✑
✑
1
0
1
Attributes
• Atomic vs. Composite
Student
Name
StudentID
Surname
Nationality
( Address )
City
Zip
Country
( Street )
Name
Number
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
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✐
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✑
✐
✐
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✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Attributes
• Single vs. Multi-valued
Student
Name
StudentID
Surname
Nationality
{ Degree }
University
Year
Title
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
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0
1
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0
0
0
1
0
1
1
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✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
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0
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1
0
1
0
0
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0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Attributes
• Derived
Student
Name
StudentID
Surname
Nationality
BirthDate
Age
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
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✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Relationship
Student
Name
StudentID
Surname
Nationality
University
Name Address
Country
Attends
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Relationship
Student
Name
StudentID
Surname
Nationality
Course
Name Description
Code
Take
Semester Grade
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Cardinality
Student UniversityAttends
1..11..N
Student UniversityAttends
min
max
max
min
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Cardinality
One-to-one
One-to-many Many-to-many
Many-to-one
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Cardinality
• One-to-one
• One-to-many
• Many-to-one
• Many-to-many
Person Carowns
1 1
Person Carowns
1 N
Student
Universit
y
attends
N 1
Student Classattends
N N
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Cardinality
Car Personowns
1..10..N
Car Personowns
• Optional
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Self-relationship
University
Name Address
Country
Branch
1..1
1..N
1
0
0
1
0
1
0
0
1
0
1
0
1
0
0
1
0
0
1
1
0
0
1
0
1
0
1
1
0
1
1
0
0
1
0
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
1
0
0
1
0
1
✐
✑
✐
✑
✐
✐
✑
✐
✑
✐
✑
✐
✐
✑
✑
✑
✑
✑
✐
✑
✐
✐
✑
✑
✐
✑
✐
✐
✑
✐
✐
✐
✑
✐
✐
✑
✐
✑
✑
✑
✐
✐
✐
✑
✐
✐
✑
✑
✐
✐
✑
✑
✐
✐
✑
✑
✑
✑
✑
✐
✐
✑
✑
✑
✐
✐
✑
✑
✑
✐
✐
✑
✑
✐
✐
✑
✑
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✑
✐
✐
✑
✑
✑
✐
✑
✐
✐
✑
✐
✑
✐
✐
✑
✑
✑
✐
✑
✐
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
0
1
0
0
1
✑
0
0
1
0
0
1
0
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
0
1
1
1
0
1
1
0
0
1
0
1
0
0
1
0
1
1
1
1
0
1
1
0
0
1
0
1
1
1
1
1
1
0
0
0
1
0
1
0
0
1
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
0
0
1
0
1
1
1
1
1
✑
✐
✐
✑
✑
Entity-relationship
1
0
0
1
0
1
0
0
1
0
1
0
1
0
0
1
0
0
1
1
0
0
1
0
1
0
1
1
0
1
1
0
0
1
0
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
1
0
0
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0
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1
0
1
✐
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✑
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✑
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✐
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0
1
0
0
1
✑
1
0
0
1
0
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
0
1
1
1
0
1
1
0
0
1
0
1
0
0
1
0
1
1
1
1
0
1
1
0
0
1
0
1
1
1
1
1
1
0
0
0
1
0
1
0
0
1
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
0
0
1
0
1
1
1
1
1
✑
✐
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✐
✑
✑
Entity-Relationship diagram
Logical model
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
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✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Primary key
• Unique non-null identifier attribute for a tuple
Student
Name Surname Nationality StudentID
27643
9345
6523
1984
Name
StudentID
Surname
Nationality
Student
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
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✑
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✐
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✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Composite key
ClassRoom
DescsNumber
( ClassroomID )
RoomNumber
Building
RoomNumber Building DescsNumber
101 T
101 N
102 A
102 B
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Foreign key
• Unique identifier that enforces a link between the
data in two tables
Student
Name
StudentID
Surname
Nationality
University
Name Address
Country
Attends
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Foreign key
• Unique identifier that enforces a link between the
data in two tables
Student UniversityAttends
StudentID Name Surname Nationality University.Name
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Weak entity
Color
BuildingID
NumFloors
Height
Number Floor
Size
Building contains Apartmentcontains
• Primary key contains foreign key
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Weak entity
Building contains Apartmentcontains
• Primary key contains foreign key
Building.BuildingID Number Size Floor
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Many-to-many
• Cannot exist in the database
• Must be split with a weak entity
Student ClassAttends
StudentID ClassID
1
0
1
0
0
1
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
✐
✐
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
1
1
1
0
0
1
0
1
0
0
1
1
0
0
1
1
1
0
0
0
1
0
1
1
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
1
1
0
0
1
✑
✑
1
✑
✑
1
0
1
Many-to-many
Student Class
Completion
StudentID ClassID
containsachieves containscontains
Semester Grade
1
0
0
1
0
1
0
0
1
0
1
0
1
0
0
1
0
0
1
1
0
0
1
0
1
0
1
1
0
1
1
0
0
1
0
0
1
0
1
0
0
1
0
1
0
0
1
0
0
1
0
1
0
0
1
0
1
✐
✑
✐
✑
✐
✐
✑
✐
✑
✐
✑
✐
✐
✑
✑
✑
✑
✑
✐
✑
✐
✐
✑
✑
✐
✑
✐
✐
✑
✐
✐
✐
✑
✐
✐
✑
✐
✑
✑
✑
✐
✐
✐
✑
✐
✐
✑
✑
✐
✐
✑
✑
✐
✐
✑
✑
✑
✑
✑
✐
✐
✑
✑
✑
✐
✐
✑
✑
✑
✐
✐
✑
✑
✐
✐
✑
✑
✑
✐
✑
✐
✐
✑
✑
✐
✐
✑
✐
✑
✐
✐
✑
✑
✑
✐
✑
✐
✐
✑
✐
✑
✐
✐
✑
✑
✑
✐
✑
✐
✑
✐
✐
✑
✐
✐
✑
✐
✑
✑
0
1
0
0
1
✑
0
0
1
0
0
1
0
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
1
0
0
1
1
1
0
1
1
0
0
1
0
1
0
0
1
0
1
1
1
1
0
1
1
0
0
1
0
1
1
1
1
1
1
0
0
0
1
0
1
0
0
1
1
1
1
0
0
1
0
1
0
0
1
0
1
0
0
1
1
0
1
0
1
0
0
1
0
1
1
1
1
1
✑
✐
✐
✑
✑
Entity-relationship

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