18 Questions
What does big data analytics in manufacturing aim to achieve?
Combine structured and unstructured data to uncover new insights
Which phase of the Procedure-Oriented Paradigms model focuses on system design theories?
Design
What is the purpose of the Problem Definition phase in the Procedure-Oriented Paradigms model?
To define the problem in user terms
How does big data impact manufacturing according to the text?
By providing manufacturers with an opportunity to serve clients more effectively
Which activity in the Procedure-Oriented Paradigms model involves translating the design into machine-readable form?
Coding
What is the key to big data analytics success in manufacturing according to the text?
Using advance analytical tools
What is the primary focus of the Problem Understanding step in the analysis process?
Understanding the problem of the user
What is the purpose of Joint Application Development (JAD)?
To rapidly define system requirements and designs with stakeholders
What is the outcome of Object-Oriented Analysis and Design Prototyping?
A working model of one or more parts of the system
What is the focus of Object-Oriented Design (OOD)?
Turning software requirements into specifications for objects
What is the purpose of Data Flow Diagrams (DFD)?
To describe the stream of data between various parts of a system
What is the result of Requirements Specification?
A list of user requirements
What is the primary purpose of a CD-ROM?
To store computer data in the form of text and graphics, as well as hi-fi stereo sound
What is the focus of Hatley and Pirbhal Extensions in software development?
Representation and specification of control-oriented aspects
What is the purpose of a State Transition Diagram?
To represent the behavior of a system by depicting its states and the events that cause the system to change state
What is the role of a Data Dictionary in software development?
To provide a centralized repository of information about data
What is the primary focus of Behavioral Modeling?
To provide an operational principle for all requirements analysis methods
What is the purpose of the Control Specification?
To represent the behavior of the system in two different ways
Study Notes
Object-Oriented Design and Programming
- Object-Oriented Design (OOD) involves turning software requirements into object specifications and creating class hierarchies to derive objects.
- Object-Oriented Programming (OOP) enacts programs using objects in languages like C.
Analysis and Design
- Object-Oriented Analysis and Design Prototyping involves creating a working model for user evaluation and feedback.
- Joint Application Development (JAD) brings together stakeholders to define system requirements and designs rapidly.
Object-Oriented Notation and Graphs
- Classes and objects, instances of objects, message communication between objects, inheritance relationships, classification relationships, composition relationships, hierarchical charts, and client-server relationships are key concepts.
Problem Understanding and Requirements Specification
- Problem understanding is the first step in analysis, providing the basis for the requirements specification of both user and software.
- Identifying objects involves abstract and real-world objects.
Data Flow Diagrams and Textual Analysis
- Data Flow Diagrams (DFD) and Textual Analysis (TA) describe data streams between system parts.
Big Data Analytics in Manufacturing
- Big Data Analytics combines structured business and operational system data with unstructured internal and external data to uncover new insights through advanced analytical tools.
- Big Data needs software capable of handling large amounts of information.
Procedure-Oriented Paradigms
- This model breaks down activities into series of actions, including maintenance, demand analysis, design, coding, testing, and problem definition.
System Development Life Cycle
- Problem Definition involves precise definition of the problem in user terms.
- Evaluation covers comprehensive study of user and software requirements.
- Design involves system design theories, software architecture, data architecture, and algorithms.
- Coding involves translating design into machine-readable form.
- Testing involves rigorous correctness testing of code and results.
Extensions and Modeling
- CD-ROM (Compact Disc, Read-Only-Memory) is an adaptation of the CD for storing computer data.
- Extensions for Real-Time Systems involve time-dependent software applications.
- Ward and Mellor Extensions focus on monitoring time-continuous information.
- Hatley and Pirbhai Extensions focus on representation and specification of control-oriented aspects.
- Behavioral Modeling is an operational principle for all requirements analysis methods.
- State Transition Diagrams represent system behavior by depicting states and events.
- Control Specification represents system behavior in two ways.
- Program Design Language (PDL) is a method for designing and documenting methods and procedures in software.
- Process Specification describes all flow model processes at the final level of refinement.
- Data Dictionary is a centralized repository of information about data.
Learn about different software development methodologies such as Object-oriented design (OOD), Object-Oriented Programming (OOP), OO Analysis and Design Prototyping, and Joint Application Development (JAD). Get insights into how each methodology approaches software development.
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