Computer Science - IT MCQs
Topic Notes: Computer Science - IT
<p>MCQs and preparation resources for competitive exams, covering important concepts, past papers, and detailed explanations.</p>
Plato
- Biography: Ancient Greek philosopher (427–347 BCE), student of Socrates and teacher of Aristotle, founder of the Academy in Athens.
- Important Ideas:
- Theory of Forms
- Philosopher-King
- Ideal State
11
Which data mining technique is utilized to derive logical rules based on real-world case examples?
Answer:
Case-based reasoning
Case-based reasoning (CBR) is an artificial intelligence technique that solves new problems by utilizing the solutions to similar past problems. It relies on a database of historical cases to derive rules and make decisions based on previous experiences.
12
What are the two primary conceptual approaches to the field of artificial intelligence?
Answer:
Modeling human behavior/general intelligence
Artificial intelligence research is often categorized into two main goals: modeling human behavior (mimicking how humans think and act) and pursuing general intelligence (creating systems that can perform any intellectual task a human can). These approaches define the philosophical and technical direction of AI development, distinguishing between systems that aim to replicate human cognition versus those that aim for optimal logical performance.
13
What term describes distributed, parallel computing systems that are modeled after the structure and function of the human brain?
Answer:
Neural networks
Neural networks are a subset of machine learning inspired by the biological neural networks that constitute animal brains. These systems consist of interconnected nodes (neurons) that process information in parallel, allowing them to learn patterns and solve complex problems effectively.
14
Which technology is primarily associated with the fifth generation of computer development?
Answer:
Artificial Intelligence
The fifth generation of computers is characterized by the development and integration of Artificial Intelligence (AI). These systems aim to simulate human intelligence, enabling machines to learn, reason, and solve complex problems, moving beyond simple calculation to advanced cognitive processing.
15
Why did early artificial intelligence research prioritize games such as checkers and chess?
Answer:
all of the above
Early AI researchers favored games like chess and checkers because they provided controlled environments. These games feature rigid, well-defined rules, clear objectives, and a finite state space that is relatively straightforward to represent and manipulate within a computer's memory, making them ideal for testing search algorithms.
16
What functionality do pocket electronic translators primarily offer to international travelers?
Answer:
common words
Pocket electronic translators are typically designed for quick, portable reference. They are most effective at providing instant access to common vocabulary, phrases, and basic expressions, which helps travelers navigate simple communication needs rather than complex grammatical structures or full-sentence translations.
17
Who is credited with the invention of the Java programming language, and how are custom animations applied in PowerPoint?
Answer:
James Gosling - choose preset animations from the shortcut menu
James Gosling is widely recognized as the creator of the Java programming language while working at Sun Microsystems. In the context of PowerPoint, users can apply various animation effects to objects on a slide, often utilizing preset options available through the interface's shortcut menus or animation pane.
18
What term describes software designed to act on a user's behalf to automate repetitive digital tasks?
Answer:
Intelligent Agent
An intelligent agent is a software entity that perceives its environment and takes actions autonomously to achieve goals or perform repetitive tasks on behalf of a user. These agents are designed to improve efficiency by handling routine operations, thereby reducing the manual workload for the user in various computing environments.
19
How is the process of simulation defined in computing?
Answer:
A computer models a real-world system or process
Simulation involves using computer software to create a mathematical or logical model that mimics the behavior of a real-world system. This allows researchers and engineers to study the system's performance under various conditions without needing to interact with the actual physical environment.
20
What criteria must a machine satisfy to be considered successful in the Turing test?
Answer:
pass itself off as a person
The Turing test, proposed by Alan Turing, evaluates a machine's ability to exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human. If a human evaluator cannot reliably distinguish the machine from a human through text-based conversation, the machine is said to have passed the test.