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INFO MANAGEMENT L6

Advanced Data Modeling

QuestionAnswer
is the process of creating more detailed and accurate database models that represent complex real-world situations.​ Advanced Data Modeling
a general entity related to one or more entity subtypes, that contains common characteristics.​ Supertype
a specialized version of the supertype that contains unique characteristics of each entity subtype.​ Subtype
depicts the arrangement of supertypes and subtypes via the “IS-A” approach.​ Specialization
enables subtypes to inherit attributes and relationships of supertypes​. all entity subtypes inherit their primary key from the supertype​ Inheritance
is the most important attribute of an entity because it uniquely identifies each record in a table. Think of it as an ID number for every row.​ A primary key can be a single attribute, a combination of attributes, or a system-generated value​ Primary Key
Every value must be unique; no two records can share the same PK value.​ Uniqueness
primary key cannot be empty (NULL)​ Not Null
Primary keys and foreign keys work together to create relationships between tables​ Works with FKs
Avoid intelligent or descriptive values​ No Semantic Meaning
Changing PK values increases database workload and risks data inconsistency​ Stable
Easier to use as a foreign key in other tables​ Prefer a Single Attribute
Faster performance, Easier indexing, Can auto-increment (e.g., 1, 2, 3, 4...)​ Prefer Numeric Values
Do NOT use sensitive data (Government IDs, Passport Numbers) Security-Compliant
When to use Composite Primary Keys? When used as identifiers of weak entities.​ - A weak entity cannot exist on its own; it needs a parent entity​ - The entity depends on another entity to exist​
is an artificial key ​ created by the system.​ Surrogate Key
Selected candidate key has embedded ​ semantic contents. Surrogate Key
The selected candidate key is too long ​ or heavy. Surrogate Key
Design Case one record in Table A is related to one and only one record in Table B​ Implementing 1:1 Relationships
Design Case Existing attribute values are replaced with new values without regard to the previous value.​ Maintaining the History of Time-Variant Data​
Design Case Happens when relationships are incomplete or improperly defined. Leads to incorrect query results Fan Traps​
Design Case Storing the same relationship or data in multiple places.​ Redundant Relationships​
Created by: user-1782765
 

 



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