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data redundancy
The existence of duplicate data in a database.
data inconsistency
Discrepancies in data due to multiple sources or versions.
difficulty in data sharing
Challenges faced when trying to access and share data across different systems.
limited security
Insufficient measures to protect data from unauthorized access.
MIS
Management Information System. Structured system that collects, processes, stores, and distributes info to support decision-making and operations.
Mainframe computers
Allow modification during use. Used for database operations (inventory, reservations, bank records), enterprise resource planning.
Client-server networks
Data storage, backups, printing, communication, etc can all serve the customer/employee's need.
Cloud computing
Accessing computer resources through the internet, enabling sales and inventory tracking across entire retail chains.
Transaction processing systems
Info system that handles business transactions. Captures, stores, modifies, and retrieves data.
Point-of-sale systems
Track sales and provide info, relationships, & bookkeeping. Integrate multiple devices. Thermal printer (receipts) and speaker.
Decision Support systems
Help managers make informed decisions by analyzing data and presenting actionable insights.
Supply chain management
Sourcing raw materials to delivering products to customers. They increase efficiency, reduce costs, and ensure timely delivery.
Marketing Information Systems (MKIS)
Collect, analyze, and manage data related to marketing activities, customers, and market trends to support decision-making in marketing strategy.
Enterprise resource planning (ERP)
Integrate core business functions and processes across an organization into a unified system, enhancing visibility and streamlining operations.
Employee Scheduling
Work shifts based on expected demand, employee availability, compliance with labor laws.
Human Resource Systems
Automate and manage HR functions including recruiting, hiring, payroll, benefits management and streamlining administrative tasks and improving employee management.
Learning management
Manage, deliver, and track educational content and training programs within organizations, facilitating employee development and compliance training.
relational database
Organize data into tables based on structured data groupings. Use relationship links. Tables hold info about data, stored in rows called records and columns called fields.
Fields
Individual pieces of information in a database.
Records
Complete sets of related data in a database.
DBMS
Database management system. Computer program that is used to create, process, and administer a database.
Data Integrity
Reliable, accurate, aligned with goals of organization.
Domain integrity
Data entered into a field adheres to predefined rules and constraints.
Entity integrity
Every table has a primary key and each row is uniquely identifiable.
Referential integrity
Maintains consistency between tables with relationships, via foreign keys.
User-defined integrity
Custom business rules to enforce specific data requirements.
Data Centralization
Data stored in one place.
Relational databases
Organize data into tables based on structured data groupings. Uses foreign keys. Stored in fields, common field creates relationship.
Query
Requests info from a table in a database.
SQL
Structured Query Language. Standard language for database interaction.
Entity Relationship
ERD (entity-relationship diagrams) are used to design relational databases.
Entities
The things entered into the database, like 'Student', 'Faculty', and 'Staff'.
Relationships
How entities interact with each other. One-to-one, one-to-many, many-to-many.
Attributes
Data points that are stored for each entity. Primary (unique identifier) or foreign (links primary key) keys.
Primary key
Uniquely identifies each row within a single table. This is the auto-assigned number.
Foreign key
A key that refers to another primary key, linking data within a table.
Normalization
Structuring data and tables in order to reduce redundancy.
Denormalization
Combines data from multiple tables into a single table to increase retrieval speed.
Big data
Encompasses all of the analysis tools and processes related to applying and managing large volumes of data.
Volume
Scale.
Variety
Different forms.
Veracity
Uncertainty.
Velocality
Analysis of streaming data.
Business Intelligence
Technologies, computer applications, and procedures for the collection, analysis, and presentation of business info.
Data warehouses/marts
Repository of data and info that organizations analyze to make informed business and operational decisions.
Data redundancy
Duplication of data.
Decreased data inconsistency
Improvement in data reliability and accuracy.
Increased data security
Enhanced protection of data against unauthorized access.