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Computer science Wiki2Web Clarity Challenge

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Study Guide: Foundations of Computer Science

Cheat Sheet:
Foundations of Computer Science Study Guide

Introduction to Computer Science

Computer science is primarily the study of computer hardware and its physical construction.

Answer: False

Explanation: The provided source material indicates that computer science is fundamentally the study of computation, information, and automation, encompassing both theoretical and applied disciplines, rather than solely focusing on hardware.

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The fundamental concern of computer science regarding automation is to automate every possible process.

Answer: False

Explanation: The fundamental concern of computer science regarding automation is to determine what processes can and cannot be automated, exploring the inherent limits and possibilities of computation.

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Edsger Dijkstra's quote suggests computer science is solely about the study of computers.

Answer: False

Explanation: Edsger Dijkstra's quote, 'computer science is no more about computers than astronomy is about telescopes,' emphasizes that the field's scope extends beyond the mere study of computer hardware, encompassing broader principles of computation and information.

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Computer science shares a close relationship with mathematics and aligns with engineering principles in its practical applications.

Answer: True

Explanation: Computer science maintains a strong connection with mathematics and frequently integrates engineering principles in its practical applications, reflecting its interdisciplinary nature.

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Amnon H. Eden identified the 'scientific paradigm' as treating computer science as a branch of mathematics.

Answer: False

Explanation: Amnon H. Eden identified the 'rationalist paradigm' as treating computer science as a branch of mathematics. The 'scientific paradigm,' conversely, views computer science from an empirical perspective, akin to the natural sciences, particularly evident in fields like artificial intelligence.

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The 'rationalist paradigm' in computer science treats the field as an empirical science.

Answer: False

Explanation: The 'rationalist paradigm' in computer science views the field as a branch of mathematics. The 'scientific paradigm,' conversely, adopts an empirical perspective akin to the natural sciences.

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What are the fundamental areas studied in computer science?

Answer: Computation, Information, and Automation

Explanation: Computer science is fundamentally concerned with the study of computation, information, and automation, encompassing both theoretical and applied domains.

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What fundamental question drives research into the limits and possibilities of computational processes?

Answer: What can and cannot be automated.

Explanation: The fundamental question driving research into the capabilities and limitations of computational processes is determining what processes can and cannot be automated.

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Which of the following is NOT mentioned as a field related to computer science?

Answer: Geology

Explanation: While mathematics, linguistics, and cognitive science are explicitly mentioned as related fields, geology is not listed in the provided source material as a discipline directly connected to computer science.

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History of Computing and Key Figures

The earliest foundations of computer science relied solely on modern digital computers.

Answer: False

Explanation: The foundations of computer science extend far beyond modern digital computers, encompassing ancient calculating tools like the abacus and the long history of algorithms developed prior to the advent of sophisticated computing machinery.

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Wilhelm Schickard constructed the first working mechanical calculator in 1623.

Answer: True

Explanation: Wilhelm Schickard designed and constructed the first working mechanical calculator in 1623, marking an early advancement in automated computation.

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Gottfried Wilhelm Leibniz is known for documenting the decimal number system.

Answer: False

Explanation: Gottfried Wilhelm Leibniz is recognized for documenting the binary number system, not the decimal number system. He also demonstrated the Stepped Reckoner, an early mechanical calculator.

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Charles Babbage is often called the 'father of programming'.

Answer: False

Explanation: Charles Babbage is widely recognized as the 'father of computing' for his conceptualization of the Analytical Engine. Ada Lovelace is credited with publishing the first computer algorithm, often associating her with the origins of programming.

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Ada Lovelace published the first known computer algorithm in 1843.

Answer: True

Explanation: In 1843, Ada Lovelace published an algorithm designed for Charles Babbage's Analytical Engine, which is considered the first published computer algorithm.

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During the 1940s, the term 'computer' increasingly referred to human operators performing calculations.

Answer: False

Explanation: The advent of machines like the Atanasoff-Berry computer and ENIAC during the 1940s marked a shift, causing the term 'computer' to increasingly refer to these electronic devices rather than the human operators who previously performed computations.

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The binary number system was documented by Charles Babbage.

Answer: False

Explanation: Gottfried Wilhelm Leibniz is credited with documenting the binary number system, not Charles Babbage. Leibniz also demonstrated the Stepped Reckoner, an early mechanical calculator.

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The Stepped Reckoner was demonstrated by Charles Babbage.

Answer: False

Explanation: The Stepped Reckoner was demonstrated by Gottfried Wilhelm Leibniz in 1673. Charles Babbage is recognized for his work on the Difference Engine and the conceptual Analytical Engine.

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Who designed and constructed the first working mechanical calculator in 1623?

Answer: Wilhelm Schickard

Explanation: Wilhelm Schickard designed and constructed the first working mechanical calculator in 1623, marking an early advancement in automated computation.

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Which historical figure is often referred to as the 'father of computing'?

Answer: Charles Babbage

Explanation: Charles Babbage is widely recognized as the 'father of computing' due to his pioneering conceptual work on mechanical calculating machines, particularly the Analytical Engine.

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What significant contribution did Ada Lovelace make in 1843?

Answer: Published the first published computer algorithm.

Explanation: In 1843, Ada Lovelace published an algorithm designed for Charles Babbage's Analytical Engine, which is considered the first published computer algorithm.

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How did the meaning of the term 'computer' change in the 1940s?

Answer: It started referring to machines rather than human operators.

Explanation: During the 1940s, the term 'computer' transitioned from referring to human calculation operators to denoting the emerging electronic computing machines.

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What did Gottfried Wilhelm Leibniz demonstrate in 1673 related to computing?

Answer: The Stepped Reckoner, a digital mechanical calculator.

Explanation: In 1673, Gottfried Wilhelm Leibniz demonstrated the Stepped Reckoner, a digital mechanical calculator, and also documented the binary number system.

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Theoretical Foundations of Computer Science

Algorithms and data structures are considered secondary concepts in computer science.

Answer: False

Explanation: Algorithms and data structures are considered the foundational concepts within computer science, providing the basis for computational processes and information organization.

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The theory of computation focuses on the practical implementation of specific algorithms on current hardware.

Answer: False

Explanation: The theory of computation primarily focuses on exploring abstract models of computation and understanding their inherent capabilities and limitations, rather than the practical implementation on specific hardware.

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Programming language theory is concerned with the historical evolution of programming languages only.

Answer: False

Explanation: Programming language theory encompasses the design, implementation, analysis, characterization, and classification of programming languages and their features, extending beyond mere historical evolution.

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The Computing Sciences Accreditation Board (CSAB) identifies algorithms and data structures as crucial to computer science.

Answer: True

Explanation: The Computing Sciences Accreditation Board (CSAB) designates algorithms and data structures as fundamental components of computer science, alongside theory of computation, programming methodology, and computer architecture.

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Theoretical computer science aims to abstract practical problems into mathematical frameworks to develop efficient methodologies.

Answer: True

Explanation: Theoretical computer science endeavors to abstract practical computational challenges into formal mathematical structures, thereby facilitating the development of more efficient problem-solving methodologies.

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The P = NP? problem is concerned with the efficiency of sorting algorithms.

Answer: False

Explanation: The P = NP? problem is a fundamental question in computational complexity theory, addressing whether problems verifiable in polynomial time can also be solved in polynomial time, rather than being specifically concerned with the efficiency of sorting algorithms.

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Programming language theory connects computer science with biology and chemistry.

Answer: False

Explanation: Programming language theory primarily connects computer science with mathematics, software engineering, and linguistics. It does not typically involve direct connections with biology and chemistry.

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Imperative programming is characterized by computation as mathematical functions, avoiding state changes.

Answer: False

Explanation: Imperative programming is characterized by the use of statements to alter program state. Computation as mathematical functions, avoiding state changes, is the defining feature of functional programming.

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Which concepts are considered central to computer science?

Answer: Algorithms and Data Structures

Explanation: Algorithms and data structures are considered the foundational concepts within computer science, providing the basis for computational processes and information organization.

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What is the primary focus of the theory of computation?

Answer: Exploring abstract models of computation and their limitations.

Explanation: The theory of computation primarily focuses on exploring abstract models of computation and understanding their inherent capabilities and limitations.

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According to the source, what is the purpose of programming language theory?

Answer: To examine different ways to describe computational processes.

Explanation: Programming language theory is concerned with the design, characterization, and classification of programming languages, examining the diverse ways computational processes can be described.

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Which of the following is NOT one of the 'Great Insights of Computer Science' identified by Bill Rapaport?

Answer: All computational problems can be solved efficiently (P=NP).

Explanation: The 'Great Insights' identified by Bill Rapaport pertain to representation (0 and 1), algorithmic expression (five basic actions), and control flow (sequence, selection, repetition). The statement regarding the efficient solvability of all computational problems (P=NP) is not listed among these specific insights.

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What is the significance of the P = NP? problem?

Answer: It questions whether problems verifiable quickly can also be solved quickly.

Explanation: The P = NP? problem is significant because it addresses the fundamental question of whether problems whose solutions can be verified quickly (in polynomial time) can also be solved quickly.

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Which of the following programming paradigms is characterized by computation as mathematical functions, avoiding state changes?

Answer: Functional Programming

Explanation: Functional programming is characterized by the execution of computations as mathematical functions, emphasizing immutability and avoiding state changes.

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Applied Areas of Computer Science

Cryptography and computer security aim to develop methods for insecure communication.

Answer: False

Explanation: Cryptography and computer security aim to develop methods for secure communication and to protect systems from vulnerabilities, rather than developing methods for insecure communication.

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Computer graphics and computational geometry deal with the generation and manipulation of digital visual content.

Answer: True

Explanation: Computer graphics and computational geometry are indeed concerned with the generation and manipulation of digital visual content, playing vital roles in visual representation and spatial understanding.

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Database theory primarily focuses on the theoretical aspects of database design without considering data management.

Answer: False

Explanation: Database theory is fundamentally concerned with the principles of data management, including the theoretical aspects of database design, organization, storage, and retrieval.

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Human-Computer Interaction (HCI) investigates the physical components of computers.

Answer: False

Explanation: Human-Computer Interaction (HCI) investigates the interaction between humans and computer systems, focusing on interface design and usability, rather than the physical components of computers.

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Artificial intelligence and machine learning aim to create systems that mimic human and animal capabilities like problem-solving and learning.

Answer: True

Explanation: Artificial intelligence and machine learning strive to develop systems capable of mimicking cognitive processes such as problem-solving, decision-making, and learning, often drawing parallels with human and animal capabilities.

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Computer vision enables computers to process textual and linguistic data.

Answer: False

Explanation: Computer vision is focused on enabling computers to process image and video data. The processing of textual and linguistic data is the domain of Natural Language Processing (NLP).

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Information theory, developed by Claude Shannon, quantifies information and sets limits on signal processing.

Answer: True

Explanation: Developed by Claude Shannon, information theory quantifies information and establishes theoretical boundaries for signal processing operations, including data compression and reliable communication.

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Coding theory focuses solely on the design of computer hardware.

Answer: False

Explanation: Coding theory is concerned with the study of codes for various purposes, including data compression, cryptography, and error detection and correction, rather than focusing exclusively on computer hardware design.

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Formal methods are used to enhance the reliability and robustness of critical systems through mathematically based techniques.

Answer: True

Explanation: Formal methods, employing mathematically grounded techniques, are utilized in the specification, development, and verification of systems to bolster their reliability and robustness, particularly in critical applications.

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Computer graphics and visualization are applied only in scientific simulations.

Answer: False

Explanation: Computer graphics and visualization have broad applications beyond scientific simulations, including special effects, video games, and data representation, focusing on the generation and manipulation of digital visual content.

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Image and sound processing are central to informatics and have applications in telecommunications.

Answer: True

Explanation: Image and sound processing are indeed central to informatics, finding significant applications in telecommunications, medical imaging, and speech synthesis, among other areas.

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Scientific computing involves constructing mathematical models and using quantitative analysis with computers to solve scientific problems.

Answer: True

Explanation: Scientific computing involves the construction of mathematical models and the application of quantitative analysis techniques using computers to address scientific challenges, including simulations and design optimization.

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Human-Computer Interaction (HCI) primarily analyzes the emotional state of computers.

Answer: False

Explanation: Human-Computer Interaction (HCI) primarily analyzes the interaction between humans and computer systems, focusing on interface design and usability, and user experience. It does not analyze the emotional state of computers.

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Software engineering includes practices like requirements analysis and testing.

Answer: True

Explanation: Software engineering encompasses a range of systematic practices essential for developing high-quality software, including requirements analysis, design, implementation, testing, and maintenance.

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The goal of Artificial Intelligence (AI) is to replicate only problem-solving capabilities found in humans.

Answer: False

Explanation: The objective of Artificial Intelligence (AI) extends beyond merely replicating problem-solving capabilities; it aims to synthesize a broader range of goal-oriented processes found in humans and animals, including decision-making, learning, and communication.

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Alan Turing's question 'Can computers be programmed?' remains a foundational question in AI.

Answer: False

Explanation: Alan Turing posed the foundational question 'Can computers think?', which is central to artificial intelligence. The question of whether computers can be programmed is a related but distinct inquiry.

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Computer architecture deals with the conceptual design and operational structure of computer systems.

Answer: True

Explanation: Computer architecture, also referred to as digital computer organization, fundamentally concerns the conceptual design and operational structure of computer systems, detailing the interaction of components such as the CPU and memory.

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Parallel computing involves multiple computers networked together to achieve common goals.

Answer: False

Explanation: Parallel computing utilizes multiple processors to accelerate computation. The description provided—involving multiple computers networked together to achieve common goals—more accurately defines distributed computing.

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The study of computer networks focuses on their construction and behavior, including performance and security.

Answer: True

Explanation: The study of computer networks indeed concentrates on their construction and behavior, encompassing critical aspects such as performance, resilience, security, and scalability, which are vital for inter-computer communication.

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The objective of computer security is solely to prevent unauthorized access to information.

Answer: False

Explanation: The objective of computer security extends beyond merely preventing unauthorized access; it also encompasses protecting information from disruption or modification and ensuring the system's continued accessibility and usability for legitimate users.

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Modern cryptography primarily studies techniques for securing communication between two specific individuals.

Answer: False

Explanation: Modern cryptography addresses challenges in securing distributed computations against attacks, employing technologies such as symmetric and asymmetric encryption, digital signatures, and cryptographic hash functions, rather than focusing solely on communication between two individuals.

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A database management system is used to organize, store, and retrieve large amounts of data easily.

Answer: True

Explanation: A database management system serves the crucial function of organizing, storing, and facilitating the easy retrieval of substantial data volumes, supporting data creation, maintenance, and querying through structured models and languages.

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Natural Language Processing (NLP) enables computers to understand and process image and video data.

Answer: False

Explanation: Natural Language Processing (NLP) focuses on enabling computers to understand and process textual and linguistic data. The processing of image and video data is the domain of computer vision.

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Which field aims to protect information and systems from unauthorized access?

Answer: Cryptography and Computer Security

Explanation: Cryptography and computer security are the fields dedicated to developing methods for protecting information and systems from unauthorized access and other threats.

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What is the main goal of Artificial Intelligence (AI) and Machine Learning (ML)?

Answer: To synthesize goal-oriented processes mimicking human/animal capabilities.

Explanation: The primary objective of Artificial Intelligence (AI) and Machine Learning (ML) is to create systems capable of synthesizing goal-oriented processes that mimic human and animal capabilities, such as learning and problem-solving.

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Which subfield of AI focuses on enabling computers to understand and process image and video data?

Answer: Computer Vision

Explanation: Computer Vision is the subfield of AI dedicated to enabling computers to interpret and process visual information from images and videos.

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What is the primary focus of Human-Computer Interaction (HCI)?

Answer: The design and use of computer systems and their interfaces.

Explanation: Human-Computer Interaction (HCI) centers on the design and utilization of computer systems, focusing on the interaction between users and the interfaces they employ.

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Which of the following is a key activity involved in software engineering?

Answer: Requirements analysis.

Explanation: Key activities within software engineering include requirements analysis, design, implementation, testing, and maintenance, aimed at producing high-quality software.

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What question did Alan Turing pose that remains relevant to AI?

Answer: Can computers think?

Explanation: Alan Turing posed the seminal question 'Can computers think?', which continues to be a foundational inquiry in the field of Artificial Intelligence.

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What does computer architecture primarily deal with?

Answer: The conceptual design and operational structure of computer systems.

Explanation: Computer architecture primarily concerns itself with the conceptual design and fundamental operational structure of computer systems, detailing how various components interact.

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Which type of computing involves multiple processors working together to speed up computation?

Answer: Parallel Computing

Explanation: Parallel computing is defined by the use of multiple processors working in concert to accelerate computational tasks.

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What is the objective of computer security?

Answer: To protect information from unauthorized access, disruption, or modification.

Explanation: The primary objective of computer security is to safeguard information and systems against unauthorized access, disruption, and modification.

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Information theory, developed by Claude Shannon, is known for quantifying what?

Answer: Information

Explanation: Information theory, pioneered by Claude Shannon, is fundamentally concerned with the quantification of information itself.

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What is the role of formal methods in software and hardware development?

Answer: To enhance the reliability and robustness of critical systems.

Explanation: Formal methods play a crucial role in software and hardware development by employing mathematically based techniques to enhance the reliability and robustness of critical systems.

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What does scientific computing involve?

Answer: Constructing mathematical models and using quantitative analysis with computers.

Explanation: Scientific computing involves the construction of mathematical models and the application of quantitative analysis techniques using computers to solve problems across various scientific disciplines.

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What is the primary concern of database theory?

Answer: The management of repositories of data.

Explanation: Database theory primarily concerns the principles and methods for managing repositories of data, including organization, storage, and retrieval.

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Academic and Professional Aspects of Computer Science

The Turing Award is considered the highest distinction in the field of computer science.

Answer: True

Explanation: The Turing Award is broadly acknowledged as the most prestigious distinction within the field of computer science, honoring significant contributions to the discipline.

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Computer science became a distinct academic discipline primarily in the late 19th century.

Answer: False

Explanation: Computer science emerged as a distinct academic discipline primarily during the 1950s and early 1960s, marked by the establishment of dedicated university programs and the proposal of the term itself in 1959.

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The University of Cambridge established the world's first computer science degree program in 1953.

Answer: True

Explanation: The University of Cambridge established the world's first computer science degree program, the Cambridge Diploma in Computer Science, in 1953.

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The term 'computer science' was proposed by Alan Turing in 1959.

Answer: False

Explanation: The term 'computer science' was proposed in 1959 by Louis Fein, not Alan Turing. Fein advocated for the establishment of specialized graduate programs for the field.

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Peter Naur proposed 'datalogy' as an alternative term for computer science, mainly used in North America.

Answer: False

Explanation: Peter Naur proposed 'datalogy' as an alternative term for computer science, but it is primarily used in Scandinavian countries, not North America. The source also mentions 'computing science' as another alternative.

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In computer science research, journal publications are often considered more prestigious than conference presentations.

Answer: False

Explanation: In computer science research, conferences are frequently considered more prestigious than journal publications due to the field's rapid pace, which favors the quicker dissemination of new research findings compared to the typically longer review cycles of journals.

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What is widely recognized as the highest distinction in computer science?

Answer: The Turing Award

Explanation: The Turing Award is broadly acknowledged as the most prestigious distinction within the field of computer science, honoring significant contributions to the discipline.

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When did computer science begin to establish itself as a distinct academic discipline?

Answer: In the 1950s and early 1960s

Explanation: Computer science emerged as a distinct academic discipline primarily during the mid-20th century, specifically in the 1950s and early 1960s.

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Which university established the world's first computer science degree program?

Answer: University of Cambridge

Explanation: The University of Cambridge established the world's first computer science degree program in 1953.

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Who proposed the term 'computer science' in 1959?

Answer: Louis Fein

Explanation: The term 'computer science' was proposed in 1959 by Louis Fein, who advocated for the establishment of specialized graduate programs in the field.

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Why are conferences often considered more prestigious than journal publications in computer science research?

Answer: Conferences offer faster dissemination of rapidly developing research.

Explanation: In the fast-paced field of computer science, conferences are often valued more highly for their ability to rapidly disseminate new research findings compared to the typically longer review cycles of journals.

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