Basic Terminology:
- Data: Information in a form suitable for processing.
- Information: Processed or organized data that conveys meaning.
- Data Organization: The process of arranging data in a structured manner for easy access and manipulation.
- Database: A structured collection of data stored electronically in a computer system.
- Record: A collection of related data items treated as a unit.
- Field: A single piece of data within a record, such as a name, age, or address.
- File: A collection of related records.
- Metadata: Data that describes other data, providing information about their content, quality, format, and more.
Elementary Data Organization:
- Sequential Organization: Data is arranged in a sequential order, where each record is stored one after another. Retrieval often requires scanning through records sequentially until the desired one is found.
- Random Access Organization: Data is organized in a way that allows direct access to any record, without the need to read through preceding records. This is often achieved through indexing or hashing.
- Indexed Sequential Organization: Data is organized sequentially, but with the help of an index that allows for quicker access to specific records. The index provides pointers to the locations of records.
- Hierarchical Organization: Data is organized in a tree-like structure, where each record has a parent-child relationship with other records. This is common in file systems and certain database structures.
- Network Organization: Similar to hierarchical organization but allows records to have multiple parent-child relationships, forming a more complex network structure.
- Relational Organization: Data is organized into tables with rows and columns, where relationships between data entities are established through common fields.
- Object-Oriented Organization: Data is organized into objects, each comprising data fields and methods. Relationships between objects can be established through inheritance or aggregation.
- Document-oriented Organization: Data is organized as documents, typically using a format such as JSON or XML. Each document contains key-value pairs or nested structures.
These are foundational concepts in computer science and data management, providing a basis for understanding more complex data structures and systems.