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Modeling Multiple Valued Attributes:

We know that some attributes have multiple values. For example, the attribute 'Skill' of EMPLOYEE entity may have multiple values. It means that an employee may have more than one skill. In E-R diagram, double line ellipse is used to indicate such type of attributes as shown in figure below.

Diagram:

In conceptual design process, multi-valued attributes are often removed from the entities for which they appear. Each multi-valued attribute (or each repeating group) is converted into, a separate entity and then it is connected to the entity type from which it was removed.

In the figure below, the new entity type SKILL with relationship to the EMPLOYEE entity is shown. There is one-to-many relationship between EMPLOYEE and SKILL entities. The SKILL entity has 'Skill-Name' and 'EmpNo' (used as foreign key) attributes. The 'EmpNo' attribute has been included in both the entities to join them. Typically, to become a successful entity, SKILL must have more than one attribute.

Relevant Articles:

The Entity-Relationship Model and the Entity-Relationship Diagram (E-R Diagram)
Basic Elements of ER (Entity-Relationship) Model
Existence and Referential Dependency in Database
Modeling Multiple Valued Attributes
Modeling Repeating Groups
Modeling Time-Dependent Data
Supertypes and Subtypes Entities
Aggregation Generalization and Specialization
Case Scenarios
ER Model Projects
 
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