login or register
u
p
 remember me!
computer science
prints friendly
computer science


please note:
- the text and code below is from The Pseudopedia
- it has been imported raw for GetWiki
1px solid #CCCCCC; margin:0.5em;">{| border="0" cellpadding="10" cellspacing="0" style="font-size: 85%; border: 1px solid #CCCCCC; margin: 0.3em;"
(File:Utah teapot simple 2.pngComputer graphics|link=Computer graphics (computer science))
(File:Sorting_quicksort_anim.gifComputational complexity theory|link=Computational complexity theory)
(File:Lambda lc.svgProgramming language theory|link=Programming language theory)(File:3-Tastenmaus_Microsoft.jpgHuman–computer interaction|link=Human–computer interaction)
Computer science deals with the theoretical foundations of information and computation, and of practical techniques for their implementation and application.
Computer science or computing science (sometimes abbreviated CS) is the study of the theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems.(1)(2)(3) It is frequently described as the systematic study of algorithmic processes that create, describe, and transform information. According to Peter J. Denning, the fundamental question underlying computer science is, "What can be (efficiently) automated?"(4) Computer science has many sub-fields; some, such as computer graphics, emphasize the computation of specific results, while others, such as computational complexity theory, study the properties of computational problems. Still others focus on the challenges in implementing computations. For example, programming language theory studies approaches to describing computations, while computer programming applies specific programming languages to solve specific computational problems, and human-computer interaction focuses on the challenges in making computers and computations useful, usable, and universally accessible to people.The general public sometimes confuses computer science with careers that deal with computers (such as the noun Information Technology), or think that it relates to their own experience of computers, which typically involves activities such as gaming, web-browsing, and word-processing. However, the focus of computer science is more on understanding the properties of the programs used to implement software such as games and web-browsers, and using that understanding to create new programs or improve existing ones.(5)

History

{{Wikiversity|computing}}The early foundations of what would become computer science predate the invention of the modern digital computer. Machines for calculating fixed numerical tasks, such as the abacus, have existed since antiquity. Wilhelm Schickard built the first mechanical calculator in 1623.(6) Charles Babbage designed a difference engine in Victorian times(7) helped by Ada Lovelace.(8) Around 1900, punch-card machines(9) were introduced. However, all of these machines were constrained to perform a single task, or at best some subset of all possible tasks.During the 1940s, as newer and more powerful computing machines were developed, the term computer came to refer to the machines rather than their human predecessors.(10) As it became clear that computers could be used for more than just mathematical calculations, the field of computer science broadened to study computation in general. Computer science began to be established as a distinct academic discipline in the 1950s and early 1960s.(11) The first computer science degree program in the United States was formed at Purdue University in 1962.(12) Since practical computers became available, many applications of computing have become distinct areas of study in their own right.Although many initially believed it was impossible that computers themselves could actually be a scientific field of study, in the late fifties it gradually became accepted among the greater academic population.(13) It is the now well-known IBM brand that formed part of the computer science revolution during this time. IBM (short for International Business Machines) released the IBM 704 and later the IBM 709 computers, which were widely used during the exploration period of such devices. "Still, working with the IBM [computer] was frustrating...if you had misplaced as much as one letter in one instruction, the program would crash, and you would have to start the whole process over again". During the late 1950s, the computer science discipline was very much in its developmental stages, and such issues were commonplace.Time has seen significant improvements in the usability and effectiveness of computer science technology. Modern society has seen a significant shift from computers being used solely by experts or professionals to a more widespread user base.

Major achievements

{{Expand-section|date=June 2008}}
missing image!
- Enigma.jpg -
thumbnail|The German military used the Enigma machine during World War II for communication they thought to be secret. The large-scale decryption of Enigma traffic at Bletchley Park was an important factor that contributed to Allied victory in WWII.
Despite its short history as a formal academic discipline, computer science has made a number of fundamental contributions to science and society. These include:
  • The start of the "digital revolution," which includes the current Information Age and the Internet.(14)
  • A formal definition of computation and computability, and proof that there are computationally unsolvable and intractable problems.(15)
  • The concept of a programming language, a tool for the precise expression of methodological information at various levels of abstraction.BOOK, Abelson, H., Hal Abelson, G.J. Sussman with J. Sussman, 1996, Structure and Interpretation of Computer Programs, 2nd, MIT Press, 0-262-01153-0, The computer revolution is a revolution in the way we think and in the way we express what we think. The essence of this change is the emergence of what might best be called procedural epistemology — the study of the structure of knowledge from an imperative point of view, as opposed to the more declarative point of view taken by classical mathematical subjects.
,

Areas of computer science

As a discipline, computer science spans a range of topics from theoretical studies of algorithms and the limits of computation to the practical issues of implementing computing systems in hardware and software.(18)(19)The Computer Sciences Accreditation Board (CSAB) (20) – which is made up of representatives of the Association for Computing Machinery (ACM), the Institute of Electrical and Electronics Engineers Computer Society, and the Association for Information Systems – identifies four areas that it considers crucial to the discipline of computer science: theory of computation, algorithms and data structures, programming methodology and languages, and computer elements and architecture. In addition to these four areas, CSAB also identifies fields such as software engineering, artificial intelligence, computer networking and communication, database systems, parallel computation, distributed computation, computer-human interaction, computer graphics, operating systems, and numerical and symbolic computation as being important areas of computer science.

Theoretical computer science

The broader field of theoretical computer science encompasses both the classical theory of computation and a wide range of other topics that focus on the more abstract, logical, and mathematical aspects of computing.
{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15"|
P → Q
96px
missing image!
- Elliptic curve simple.png -
96px
96px| Mathematical logic Automata theory Number theory Graph theory|
Γvdash x: Int
96px
missing image!
- SimplexRangeSearching.png -
96px
96px| Type theory Category theory Computational geometry Quantum computing theory

Theory of computation

The study of the theory of computation is focused on answering fundamental questions about what can be computed and what amount of resources are required to perform those computations. In an effort to answer the first question, computability theory examines which computational problems are solvable on various theoretical models of computation. The second question is addressed by computational complexity theory, which studies the time and space costs associated with different approaches to solving a computational problem. The famous "P=NP?" problem, one of the Millennium Prize Problems,(21) is an open problem in the theory of computation.
{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15"Image:Wang tiles.png>96px
P = NP ? GNITIRW-TERCESComputability theory (computer science)>Computability theory Computational complexity theory Cryptography

Algorithms and data structures

{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15"|
O(n2)
missing image!
- Sorting quicksort anim.gif -
96px


missing image!
- Singly linked list.png -
96px
| Analysis of algorithms Algorithms Data structures

Computer elements and architecture

{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15"Image:NOR ANSI.svg>96px
Image:Fivestagespipeline.png>96pxImage:SIMD.svg>96px| Digital logic| Microarchitecture| Multiprocessing

Computational science

{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15" 96px
missing image!
- Quark wiki.jpg -
96px
missing image!
- Naphthalene-3D-balls.png -
96px
missing image!
- 1u04-argonaute.png -
96px
Numerical analysis Computational physics Computational chemistry BioinformaticsImage:Neuron-no labels.png>96px
missing image!
- SNA segment.png -
96px
140px
missing image!
- sine.png -
140px
| Computational neuroscience Computational sociology Computational economics BiometricsImage:5-cell.gif>96px| Computer graphics

Artificial Intelligence

This branch of computer science aims to create synthetic systems which solve computational problems, reason and/or communicate like animals and humans do. This theoretical and applied subfield requires a very rigorous and integrated expertise in multiple subject areas such as applied mathematics, logic, semiotics, electrical engineering, philosophy of mind neurophysiology, and social intelligence which can be used to advance the field of intelligence research or be applied to other subject areas which require computational understanding and modelling such as in finance or the physical sciences. It all started with the grandfather of computer science and artificial intelligence, Alan Turing, who proposed the Turing Test for the purpose of answering the ultimate question... "Can computers think ?".
{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15"Image:brain.png>96px
missing image!
- eye.png -
96px
missing image!
- Corner.png -
96px
missing image!
- pattern.png -
96px
Machine Learning Computer vision Image Processing Pattern Recognition
missing image!
- User-FastFission-brain.gif -
96px
missing image!
- data.png -
96px
missing image!
- sky.png -
96px
missing image!
- earth.png -
96px
Cognitive Science Data Mining Evolutionary Computation Information Retrieval
missing image!
- neuron.png -
96px
missing image!
- english.png -
96px
missing image!
- robot.png -
64px
missing image!
- Wacom Pen-tablet.jpg -
96px
Knowledge Representation Natural Language Processing Robotics Human–computer interaction

Software Engineering

The area of software engineering specializes in storage, transfer and communication of data rather than the computational analysis of data. Although many computer scientists seek software engineering positions it is not necessarily computer science related. In 2004, a newly established degree of software engineering established by both ACM and IEEE was formed to address these issues; a document called CCSE was written to explain the details. In addition those with degrees in information technology or management information systems are often found to be necessary supportive roles for both software engineering and computational work.
{| style="border:1px solid #ddd; text-align:center; margin: auto;" cellspacing="15"Image:Operating system placement.svg>96px
missing image!
- NETWORK-Library-LAN.png -
96px
missing image!
- Emp Tables (Database).PNG -
96px
96px| Operating systems Computer networks Databases Computer securityImage:Roomba original.jpg>96px
missing image!
- flowchart.png -
96px
missing image!
- Ideal compiler.png -
96px
96px| Ubiquitous computing Systems architecture Compiler design Programming languages

Relationship with other fields

Despite its name, a significant amount of computer science does not involve the study of computers themselves. Because of this, several alternative names have been proposed. Certain departments of major universities prefer the term computing science, to emphasize precisely that difference. Danish scientist Peter Naur suggested the term datalogy, to reflect the fact that the scientific discipline revolves around data and data treatment, while not necessarily involving computers. The first scientific institution to use the term was the Department of Datalogy at the University of Copenhagen, founded in 1969, with Peter Naur being the first professor in datalogy. The term is used mainly in the Scandinavian countries. Also, in the early days of computing, a number of terms for the practitioners of the field of computing were suggested in the Communications of the ACMturingineer, turologist, flow-charts-man, applied meta-mathematician, and applied epistemologist.(22) Three months later in the same journal, comptologist was suggested, followed next year by hypologist.(23) The term computics has also been suggested.(24) In continental Europe, names such as informatique (French), Informatik (German) or informatica (Dutch), derived from information and possibly mathematics or automatic, are more common than names derived from computer/computation.The renowned computer scientist Edsger Dijkstra stated, "Computer science is no more about computers than astronomy is about telescopes." The design and deployment of computers and computer systems is generally considered the province of disciplines other than computer science. For example, the study of computer hardware is usually considered part of computer engineering, while the study of commercial computer systems and their deployment is often called information technology or information systems. However, there has been much cross-fertilization of ideas between the various computer-related disciplines. Computer science research has also often crossed into other disciplines, such as philosophy, cognitive science, linguistics, mathematics, physics, statistics, and economics.Computer science is considered by some to have a much closer relationship with mathematics than many scientific disciplines, with some observers saying that computing is a mathematical science.(25)The academic, political, and funding aspects of computer science tend to depend on whether a department formed with a mathematical emphasis or with an engineering emphasis. Computer science departments with a mathematics emphasis and with a numerical orientation consider alignment computational science. Both types of departments tend to make efforts to bridge the field educationally if not across all research.

Computer science education

Some universities teach computer science as a theoretical study of computation and algorithmic reasoning. These programs often feature the theory of computation, analysis of algorithms, formal methods, concurrency theory, databases, computer graphics and systems analysis, among others. They typically also teach computer programming, but treat it as a vessel for the support of other fields of computer science rather than a central focus of high-level study.Other colleges and universities, as well as secondary schools and vocational programs that teach computer science, emphasize the practice of advanced programming rather than the theory of algorithms and computation in their computer science curricula. Such curricula tend to focus on those skills that are important to workers entering the software industry. The practical aspects of computer programming are often referred to as software engineering. However, there is a lot of disagreement over the meaning of the term, and whether or not it is the same thing as programming.

See also

{{Wikipedia-Books|Computer science}}

References

{{clear}}



  1. "Computer science is the study of information" New Jersey Institute of Technology, Gutenberg Information Technologies


  2. "Computer science is the study of computation." Computer Science Department, College of Saint Benedict, Saint John's University


  3. "Computer Science is the study of all aspects of computer systems, from the theoretical foundations to the very practical aspects of managing large software projects." Massey University


  4. JOURNAL, Denning, P.J., Peter J. Denning, 2000, Computer Science: The Discipline,weblink Encyclopedia of Computer Science, PDF,


  5. "Common myths and preconceptions about Cambridge Computer Science" Computer Science Department, University of Cambridge


  6. WEB, Nigel Tout, Calculator Timeline,weblink Vintage Calculator Web Museum, 2006, 2006-09-18,


  7. WEB,weblink Science Museum - Introduction to Babbage, 2006-09-24,


  8. WEB,weblink A Selection and Adaptation From Ada's Notes found in "Ada, The Enchantress of Numbers," by Betty Alexandra Toole Ed.D. Strawberry Press, Mill Valley, CA, 2006-05-04,


  9. WEB,weblink IBM Punch Cards in the U.S. Army, 2006-09-24,


  10. The Association for Computing Machinery (ACM) was founded in 1947.


  11. weblink


  12. Computer science pioneer Samuel D. Conte dies at 85 July 1, 2002


  13. BOOK, Steven Levy, Levy, Steven, (Hackers: Heroes of the Computer Revolution), 1984, 0-385-19195-2, Doubleday,


  14. weblink


  15. PAPER, Constable, R.L., March 2000,weblink Computer Science: Achievements and Challenges circa 2000, PDF,


  16. David Kahn, The Codebreakers, 1967, ISBN 0-684-83130-9.


  17. Black box traders are on the march The Telegraph, August 26, 2006


  18. WEB, Computing Sciences Accreditation Board, Computer Science as a Profession,weblink 28 May 1997, 2008-09-01,


  19. BOOK, Committee on the Fundamentals of Computer Science: Challenges and Opportunities, National Research Council, Computer Science: Reflections on the Field, Reflections from the Field,weblink National Academies Press, 978-0-309-09301-9, 2004,


  20. Computer Sciences Accreditation Board


  21. Clay Mathematics Institute P=NP


  22. Communications of the ACM 1(4):p.6


  23. Communications of the ACM 2(1):p.4


  24. IEEE Computer 28(12):p.136


  25. Early computer science was strongly influenced by the work of mathematicians such as Kurt Gödel and Alan Turing, and there continues to be a useful interchange of ideas between the two fields in areas such as mathematical logic, category theory, domain theory, and algebra.The relationship between computer science and software engineering is a contentious issue, which is further muddied by disputes over what the term "software engineering" means, and how computer science is defined. David Parnas, taking a cue from the relationship between other engineering and science disciplines, has claimed that the principal focus of computer science is studying the properties of computation in general, while the principal focus of software engineering is the design of specific computations to achieve practical goals, making the two separate but complementary disciplines.JOURNAL, Parnas, David L., David Parnas, 1998, Software Engineering Programmes are not Computer Science Programmes, Annals of Software Engineering, 6, 19–37, 10.1023/A:1018949113292, , p. 19: "Rather than treat software engineering as a subfield of computer science, I treat it as an element of the set, Civil Engineering, Mechanical Engineering, Chemical Engineering, Electrical Engineering, .."




Further reading

External links

{{wikiversity | Portal:Computer Science}}

Webcasts

{{Computer_Science}}Rekenaarwetenskapየኮምፒውተር፡ጥናትعلم الحاسوبকম্পিউটার বিজ্ঞান(zh-min-nan:Tiān-náu kho-ha̍k)InformatikaInformàticaInformatika (počítačová věda)DatalogiInformatikInformaatikaΕπιστήμη υπολογιστώνCiencias de la computaciónKomputadoInformatikaعلوم رایانهTeldufrøðiInformatiqueYnformatikaRíomheolaíochtSheanse co-earrooaghInformática컴퓨터 과학Ինֆորմատիկաसंगणक विज्ञानRačunarstvoIlmu komputerInformaticaᑐᓴᐅᒪᖃᑦᑕᐅᑎᔾᔪᑎᓂᒃ ᐊᐅᓚᑦᑎᔩᑦ/tusaumaqattautijjutinik aulattijiitTölvunarfræðiInformaticaמדעי המחשבಗಣಕ ವಿಜ್ಞಾನსაინფორმაციო მეცნიერებაInformaticaDatorzinātneKompiuterių mokslasSzámítástechnikaИнформатикаInformatikaകമ്പ്യൂട്ടർ ശാസ്ത്രംSains komputerInformatica(nds-nl:Infermatika)計算機科学InformatikkInformaticaInformatykaCiência da computaçãoInformaticăИнформатикаShkenca kompjuterikeComputer scienceVeda o počítačochRačunalništvoРачунарствоTietojenkäsittelytiedeDatavetenskapAgham pangkompyuterகணினியியல்Санак белемеวิทยาการคอมพิวเตอร์Bilişim bilimiInformatikaІнформатикаبیلگیسايار مۈھەندیسلیغیKhoa học máy tínhXam-xamu nosukaayInformatics (Ifitonileti)(zh-yue:電算)(bat-smg:Infuormatėka)计算机科学

- content above as imported from The Pseudopedia
- "computer science" does not exist on GetWiki
- time: 3:00am EDT - Sun, Mar 14 2010