Computer Science Research Methodologies Quiz

What is the primary purpose of Experimental Methodology in computer science research?

• To develop machine learning models

• To evaluate and compare performance under controlled conditions

• To validate theories with real-world data

• To create innovative artifacts

Which of the following is a key step in Empirical Studies?

• Formulating hypotheses

• Designing experiments

• Creating new algorithms

• Collecting real-world data

In Design Science Research, what is the first step?

• Evaluation of results

• Artifact design

• Data collection

• Problem identification

What type of data is typically used in Empirical Studies?

• Simulated data

• Controlled test data

• Real-world datasets

• Theoretical models

What is an example of a scenario for Experimental Methodology?

• Validating a machine learning model

• Testing a spam filter

• Comparing sorting algorithms

• Building a classroom attendance system

Which methodology focuses on creating and evaluating innovative artifacts?

• Design Science Research

• Statistical Analysis

• Empirical Studies

• Experimental Methodology

What is a common outcome of Empirical Studies?

• Creation of new algorithms

• Evidence of model effectiveness in real scenarios

• Development of theoretical frameworks

• Controlled performance benchmarks

In the context of Experimental Methodology, what is meant by 'data collection'?

• Recording performance metrics

• Gathering theoretical data

• Designing experiments

• Identifying problems

What is the main focus of Design Science Research?

• Validating algorithms with real data

• Analyzing performance metrics

• Creating practical solutions to complex problems

• Testing existing theories

Which of the following best describes the outcome of Experimental Methodology?

• Quantitative validation of performance

• Development of new software systems

• Real-world applicability of models

• Creation of innovative artifacts