Data Modelling

Data Modelling

Systems Development Life Cycle (SDLC) Model

  graph TD
  ares["Analysis / Requirement Stage"]-->ds["Design Stage"]-->devs["Development Stage"]-->ts["Testing Stage"]-->im["Implementation / Maintenance"]

Requirement Analysis Stage

Sources of requirements:

  • User Interviews
  • Forms
  • Reports
  • Queries
  • Use Cases
  • Business Rules
    • Flow Chart
    • Activity Diagram

Three Stages of Database Development

  • Requirement Analysis Stage
  • Component Design Stage
  • Implementation Stage

They are part of SDLC model.

Entity Relationship (E-R) Model

Important Elements

  • Entities
  • Attributes
  • Identifiers
  • Relationships

Entity

Entity Class is a description of the structure and format of the occurrences of the entity.

Entity Instance is a specific occurrence of an entity within an entity class.

Attributes

Attributes describe characteristics of entities.

Attributes have a data type and properties.

Identifiers

Entity instances have identifiers.

An identifier will identify a particular instance in the entity class.

Identifier Types

  • Uniqueness
    • Identifiers may be unique or non-unique.
    • If the identifier is unique, then the data value for the identifier must be unique for all instances.
  • Composite
    • A composite identifier consists of two or more attributes.

Relationships

Entities can be associated with one another in relationships.

Relationship degree defines the number of entity classes participating in the relationship:

  • Degree 1 is a unary relationship.
  • Degree 2 is a binary relationship.
  • Degree 3 is a ternary relationship.

Maximum Cardinality

It is the maximum number of entity instances that may participate in a relation instance.

1:1 (One-to-One)

A single entity instance in one entity class is related to a single entity instance in another entity class.

  graph LR
  em["EMPLOEE"]---rate{"1:1"}---lc["LOCKER"]
1:N (One-to-Many)

A single entity instance in one entity class is related to many entity instances in another entity class.

  graph LR
  item["ITEM"]---rate{"1:N"}---qu["QUOTATION"]
N:M (Many-to-Many)

Many entity instances in one entity class are related to many entity instances in another entity class

  graph LR
  item["ITEM"]---rate{"N:M"}---su["SUPPLIER"]

Minimum Cardinality

It is the minimum number of entity instances that must participate in a relationship instance.

These values typically assume a value of zero (optional) or one (mandatory).

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