Title: Department of Computer Science and Engineering, HKUST
1Comp 231 Database Management Systems
2. Entity Relationship (ER) Model
2Basic Concept
- A database can be modeled as
- a collection of entities
- relationship among entities
- An entity is an object that exists independently
and is distinguishable from other objects. - an employee, a company, a car, etc.
- color, age, etc. are not entities
3An entity set is a set of entities of the same
type.
- E.g., a set of employees, a set of departments?
also called entity types
Employee
Entity Type
A general specification
e1
The actual employees
Entity set
e2
e3
4Attributes
- Properties of an entity or a relationship
- name, address, weight, height are properties of a
Person entity. - date of marriage is a property of the
relationship Marriage.
5Types of Attributes
- Simple attribute contains a single value.
EmpNo
Employee
Name
Address
6 Composite attribute consists of several
components
EmpNo
Name
Employee
Street
Address
City
Country
7 Multivalue attribute contains more than one
value
Phone
Employee
Email
8 Derived attribute computed from other attributes
Age
Employee
Bonus
9Key Attributes
- A set of attributes that can uniquely identify an
entity
ERD
tabular
10Key Attributes
- Composite key Name or Address alone cannot
uniquely identify an employee, but together they
can!
Name
Employee
Address
11Key Attributes
- An entity may have more than one key
- e.g., EmpNo, (Name, Address)
- only one is selected as the key. (sometimes
called the Primary key)
In many cases, a key is artificially introduced
(e.g., EmpNo) to make applications more efficient.
Question does a desk has a key?
12Relationship
- A relationship is an association between one or
more entities. - Given a customer and an account, the relationship
depositor between them indicates that the
customer deposits money into the account.
13- A relationship may have attributes
- A relationship type or relationship set
identifies relationships of the same properties
Question Could Amount be an attribute of
Customer? Or an attribute of Account?
What does Amount mean? How many values you want
to keep?
14Representation of Relationship
Depositor
The amount in each deposit.
Note this is NOT an ERD
15Try an Alternative
- Represent Amount as an attribute of Account
AccountNo
Name
Amount
A-101
Current
500
A-201
Saving
900
A-302
Current
700
- Consider Amount as the balance of an account
(I.e., one value per account) or as the last
deposit amount. - Multivalue attribute, though allowed in ER
model, is difficult to implement
16Cardinality of Relationships
- Number of entities that can be associated
together in a relationship set. - 1 1
171N
Customer
Loan
18N M Relationships
19Notes
- Cardinality specifies the maximum condition.
- 1 1 N M
-
- 1 N
- The minimum is specified by existence constraints
(explained later) - Conditions must be satisfied at all times
20Degrees of a Relationship Set
- Number of entity sets participating in a
relationship set.
- A customer borrows a loan from a branch.
- Relationships with degree gt3 is very rare.
- Hint translate a ternary relationship into one
sentence. - Can you break it up into two or more sentences?
- A customer borrows a loan. A loan is made at a
branch.
21Recursive Relationship
- A relationship relating entitles of the same type
- Employees play different roles manager or worker
- Without role names, you cant tell whether 1
employee manages n other employees or n employees
manages 1 employee - You can unfold a recursive relationship to
understand it
22Tabular Representation of Recursive Relationships
- Without Role Names
- With Role Names
- Where ManagerNo and WorkerNo are Valid EmployeeNo
23Existence Dependence
- The existence of an entity depends on the
existence of another entity
LoanNo
CusNo
loan borrow
Customer
Loan
24Weak Entities
- A weak entity cannot be identified with its own
attributes? no key - A weak entity implies existence dependency but
NOT vice versa
25LoanNo
Amount
Date_pay
PaymentNo
Amount
Loan
Loan payment
Payment
- A loan may have 240 payments, each identified by
a payment no 1 - 240. - The PaymentNo is unique given a particular loan
but not unique globally - PaymentNo is called partial key
- The primary key of Payment is the combination
of LoanNo and PaymentNo.
Question Why not combine loan and payment into
one entity type?
26Weak Entity vs Existence Constraint
- In the existence constraint example, LoanNo can
uniquely identify a Loan in the database so it is
not a weak entity. - The existence constraint means that you cannot
create a Loan record without first knowing who
borrowed the loan.
27- Another example of weak entity type
EmpNo
Name
Age
Emp_Dep
Employee
Dependent
- A child may not be old enough to have a HKID
number - Even if he/she has a HKID number, the company may
not be interested in keeping it in the database.
28What does a DB Design do?
Individual tools are easy to use, but using them
together to solve a problem is difficult. Lets
examine a few problems...
29Ternary Relationship
Note these are all NM relationships.
30What are the Differences?
31- Imagine a bank allows borrowers of the same loan
to go to difference branches for signing
documents, deposit payments, etc. - The two schemes are not the same. The binary
relationships capture less information. - Adding a third relationship wont help.
Borrow
Customer
Loan
Issue
Cus_Br
Branch
32Why?
Why?
- Customer, Loan and Branch have a NMP
relationship
- John borrows a loan which is issued from Wanchai
branch
- NN1 relationship can be decomposed (A loan is
issued by ONE BRANCH ONLY)
33Converting Non-Binary Relationships to Binary Form
- In general, any non-binary relationship can be
represented using binary relationships by
creating an artificial entity set. - Replace R between entity sets A, B and C by an
entity set E, and three relationship sets - 1. RA relating E and A 2. RB relating E and
B - 3. RC relating E and C
- Create a special identifying attribute for E
- Add any attributes of R to E
- For each relationship (ai , bi , ci) in R, create
- 1. a new entity ei in the entity set E
2. add (ei , ai ) to RA - 3. add (ei , bi ) to RB
4. add (ei , ci ) to RC
34Binary relationships to Ternary?
- Binary relationships may have different meanings
so that they cant be combined into ternary
relationships.
- You may have a ternary relationshipCustomer-Loan-
Branchand other binary relationships between
Customer, Loan and Branch
35A case Study
A primary school student writes a composition
about a picnic Today is Sep 9, the weather is
fine. My classmates, John, Mary and I go to a
picnic in Sai Kung. Our teacher is Ms Wong
My Initial Design
36Questions ?
- Why John, Mary, Miss Wong are not in the ER
diagram ? - What do these names tell us ?
- What are the keys of Student, Picnic Teacher ?
- What are the cardinalities of the relationships ?
37My solution
- Every student has an ID number, it is better to
keep it in the database and use it as a key - I bet that there wont be teachers with the same
name otherwise, Ill add employee number and use
it as a key - goes is NM, why ? A picnic has more than one
student participating also, a student can go to
more than 1 picnic. However, this NM
relationship allows a student to go to more than
one picnic on the same date - leading is N1 , why? Depends on your assumptions
- I assume a teacher can only lead 1 picnic on a
certain date, so given the teacher name and the
date, I can identify a picnic - Picnic is made a weak entity. I could have added
a PicnicNo, but it would be very awkward.
Question How to record number of students in a
picnic?
38E-R Design Decisions
- The use of an attribute or entity set to
represent an object. - Should an address be an attribute or entity?
- Whether a real-world concept is best expressed by
an entity set or a relation set. - Should marriage be an entity or relationship?
- Should picnic be an entity or relationship?
- The use of a ternary relationship versus a pair
of binary relationships. - See the borrow-loan-branch example
- The use of a strong or weak entity set.
- See the employee-dependent example
39E-R Diagram for Company Database
Fname
Minit
Lname
Locations
WORKS_FOR
Address
Name
Sex
Salary
Ssn
DEPARTMENT
Number Of Employees
Startdate
EMPLOYEE
Bdate
MANAGES
CONTROLS
supervisor
supervisee
Hours
SUPERVISION
WORKS_ON
PROJECT
DEPENDENTS_OF
DEPENDENT
Can you translate it back into English?
40Limitations of ER model
- Consider representing Part-time and Full-time
employees in the company database - Either you have two entity types will lots of
similarity - Or you have a single entity type with redundancy
for most of the entities within it - ER model is extended to support other features
such as generalization (but it wont be covered
in this course!)
41Reduction of an E-R Schema to tables
- Primary keys allow entity sets and relationship
sets to be expressed uniformly as tables which
represent the contents of the database. - A database which conforms to an E-R diagram can
be represented by a collection of tables. Always! - Converting an E-R diagram to a table format is
the basis for deriving a relational database
design from an E-R diagram.
42Representing Entity Sets as Tables
- A strong/regular entity set reduces to a table
with the same attributes.
- A weak entity set becomes a table that includes a
column for the primary key of the identifying
strong entity set
43Representing Relationship Sets as Tables
- A many-to-many relationship set is represented as
table with columns for the primary keys of the
two participating entity sets, and any
descriptive attributes of the relationship set.
depositor
44- For 1N and 11 relationships, you can create a
table for each relationship - But it is more concise to merge the
relationship-table with the entity-table on the
N side
45Questions to Think About
- In a 1N relationship, can we include the key
from the N side in the table representing the
entity in the 1 side? I.e., include Loan_no
into the Customer table. Why and Why not?
- How can we express existence constraints on table?
46Questions to Think About (Cont.)
- In a 11 relationship, we can include the key
from either entity into the table representing
the other entity. Suppose the Loan-Customer
relationship is 11, would you include the
Customer_no into Loan or Loan_no into Customer?
47Questions to Think About (Cont.)
- How can we express existence constraints on table?
48Weak Entities
- Since a weak entity has to include the primary
key of the identifying entity, the 1N
relationship is already captured. E.g., The
payment table already contains information about
the Loan (I.e., loan_no)
49Questions to Think about Relationship or
attribute?
- We have seen this example before.
- Questions Can I put every attribute on an entity
type?
50Summary of Symbols Used in E-R Notation
51Summary of Symbols Used in E-R Notation
52E-R Diagram for a Banking Enterprise
53E-R Diagram for Exercise 2.12
E-R Diagram for a Publisher Enterprise