Generalization and Specialization in DBMS: Understanding Hierarchical Relationships
Learn about the concepts of generalization and specialization in Entity-Relationship (ER) modeling. Understand how these techniques allow you to create hierarchical structures in your database design, representing entities at different levels of abstraction. Explore examples of generalization and specialization to gain a practical understanding of their applications.
DBMS - Generalization and Aggregation
The ER Model enables the conceptual hierarchical representation of database entities. This hierarchical structure allows us to generalize entities as we move up the hierarchy and to get more specific details as we move down the hierarchy.
Generalization
Generalization is the process of combining multiple entities into a higher-level entity based on common characteristics. This process creates a more generalized view. For example, different bird species like pigeon, sparrow, crow, and dove can all be generalized into one entity, Bird.
Example of Generalization
In a school database, individual students such as Mira and other students can be generalized into a higher entity called Student, and this Student entity can further be generalized to a Person.
Specialization
Specialization is the opposite of generalization. It is the process of dividing a high-level entity into multiple sub-entities based on distinct characteristics. For instance, a generalized entity Person can be specialized into entities such as Employee, Customer, and Vendor in a company database, based on the roles they play.
Example of Specialization
In a school database, a Person can be specialized into Teacher, Student, or Staff, depending on their role in the school.
Inheritance
Inheritance is a feature in generalization and specialization where lower-level entities inherit attributes from higher-level entities. This concept is often used in object-oriented programming.
Example of Inheritance
In a school database, attributes of the Person entity, such as name and date of birth, can be inherited by specialized entities like Student and Teacher.
By using generalization, specialization, and inheritance, the ER Model provides a flexible approach to database design, accommodating both generalized views and specific entity details.