Informatics
Informatics is the study of computational systems.[1][2] The central notion is the transformation of information.[1][3] According to Committee on European Computing Education (CECE),[4] a joint committee between ACM Europe and Informatics Europe's report "Informatics Education in Europe: Are We All in The Same Boat?", informatics is European equivalent for computer science and computing as a profession.[5] In the United States, however, informatics is often confused with library science, where this term was later introduced separately in a different sense.[6]
Introduction
Supplementary to matter and energy, information is the third essence for modeling the natural world.[7] In natural and artificial systems, information is carried at many levels, ranging, for example, from biological molecules (genetic informatics, cellular computing) and hardware devices (technical informatics, computer engineering) through nervous systems (neuroinformatics, neurocomputing, cognitive informatics) and software systems (engineering informatics, software engineering) and on to societies and large-scale distributed systems.[1]
Independence from matter
Information and its digital or real computation is independent of the material type of information carrier - it can be an mechanical, electrical, biological, optical, wetware, among others (see also: alternative computing).
Cultural gap
In popular mind, in some countries term informatics is used synonymously with fields of information systems, information science, information theory, information engineering, information technology or other practical computing fields, depending of local interpretation of information processing. In the United States, however, term informatics is only used in context of data science, library science[8] or its applications in healthcare (biomedical informatics),[9][10] where the term informatics first appeared in the US. On the other hand, in some countries the term informatics is associated with study the natural and neural computation.[1][11] University of Washington use term informatics for social computing.[12] In continental Europe, universities usually translate informatics as computer science (or sometimes information and computer science), while technical universities as computer science & engineering.[13][14] According to past former ACM president Peter J.Denning and his article in Communications of the ACM,[15] computer science is a science of information processess and their interactions with the world, and is synonymous with informatics.[15] According to University of Edinburgh, informatics is the study of the structure, behaviour, and interactions of natural and engineered computational systems.[1] According to ACM Europe and Informatics Europe, terms informatics and computer science refers to the same discipline.
United States | Germany | Russia | France | Italy | English transcription |
---|---|---|---|---|---|
Computer Science, Computing | Informatik | информатика (latinized: informatika) | Informatique | Informatica | Informatics |
Theoretical Computer Science | Theoretische Informatik | компьютерная наука | Informatique théorique | Informatica teorica | Theoretical Informatics |
Computer Engineering | Technische Informatik | компьютерная инженерия | Ingénierie or génie informatique | Ingegneria informatica | Technical Informatics, Engineering Informatics |
Neurocomputing | Neuroinformatik | нейроинформатика | Neuro-informatique | Neuroinformatica | Neuroinformatics, Cognitive informatics |
Professional organisations
- Association for Computing Machinery
- IEEE Computer Society
- Informatics Europe
- Scottish Informatics and Computer Science Alliance
- Computing Research Association
- Association for the Advancement of Artificial Intelligence
- American Society for Information Science and Technology
- International Federation for Information Processing
- Association for Logic, Language and Information
- Gesellschaft für Informatik
- Association for Women in Computing
- Computer Science Teachers Association
- Computability in Europe
- European Association for Theoretical Computer Science
- Raspberry Pi Foundation
Research topics
Computer scientists (informaticians) study computational processes and systems. Computing Research Repository (CoRR) classification distinguishes the following main areas of computer science (alphabetic order):[19][20][21]
- artificial intelligence
- computation and language
- computational complexity
- computational engineering, finance, and science
- computational geometry
- computational game theory
- computer vision and pattern recognition
- computers and society
- cryptography and security
- data structures and algorithms
- databases and digital libraries
- distributed, parallel and cluster computing
- emerging technologies
- formal languages and automata theory
- general literature
- graphics
- hardware architecture
- human-computer Interaction
- information retrieval
- information theory
- logic in computer science
- machine learning
- mathematical software
- multiagent systems
- multimedia
- networking and internet architecture
- neural computing and evolutionary computing
- numerical analysis
- operating systems
- other computer science
- performance
- programming languages
- robotics
- social and information networks
- software engineering
- sound
- symbolic computation
- systems and control
Modern fields
- evolutionary informatics - according to Evolutionary Informatics Lab, evolutionary informatics studies how evolving systems incorporate, transform, and export information.[22]
Journals and conferences
- Algorithmica
- Acta Informatica
- Information Processing Letters
- Neural Information Processing Systems
- International Journal of Cognitive Informatics and Natural Intelligence[23]
- Journal of Automata, Languages and Combinatorics (previous name: Journal of Information Processing and Cybernetics)
- Fundamenta Informaticae
- Information and Computation (previous name: Information and Control)
- Conference on Computer Vision and Pattern Recognition (previous name: Pattern Recognition and Image Processing[24])
- Symposium on Theory of Computing
- European Conference on Computer Vision
- International Conference on Learning Representations
- Brain Informatics[25]
- Autonomous Robots[26]
- Annals of Mathematics and Artificial Intelligence[27]
- Journal of Signal Processing Systems[28]
- International Conference on Computer Vision
- International Conference on Machine Learning
- Symposium on Foundations of Computer Science (previous name: Symposium on Switching Circuit Theory and Logical Design[29])
- European Symposium on Algorithms
- Symposium on Discrete Algorithms
- Journal of Logic and Computation
- Bioinformatics
- Neural Computing and Applications[30]
- Autonomous Agents and Multi-Agent Systems[31]
- International Symposium on Fundamentals of Computation Theory
- International Colloquium on Automata, Languages and Programming
- Meeting of the Association for Computational Linguistics[32]
- Journal of Scientific Computing[33]
- Systems and Control Letters[34]
- Annual IEEE Symposium on Foundations of Computer Science
- Annual Symposium on Computational Geometry
- Journal of Artificial Societies and Social Simulation
- Simulation & Gaming[35]
- Journal of Machine Learning Research
- Journal of Artificial Intelligence Research
- ACM Transactions on Graphics
- IEEE Transactions on Visualization and Computer Graphics
- IEEE Transactions on Computers
- IEEE/ACM International Symposium on Microarchitecture
- Journal of Network and Computer Applications[36]
- ACM Symposium on Computer and Communications Security[37]
- Symposium on Parallelism in Algorithms and Architectures
- Symposium on Foundations of Computer Science
- Journal of Complexity[38]
Academic schools and departments
- MIT Schwarzman College of Computing at Massachusetts Institute of Technology[39]
- Department for Informatics at University of Hamburg[40]
- School of Computer Science & Engineering at University of Washington[41]
- Department of Computer Science and Engineering at University of Notre Dame[42]
- School of Informatics at University of Edinburgh[43]
- Department of Computer Science, University of Oxford[44]
- Department of Computer Science and Engineering at Santa Clara University[45]
- Faculty for Computer Science and Engineering at University of Michigan[46]
- Department of Computer Science & Engineering at University of Nevada[47]
- Harvard John A. Paulson School of Engineering and Applied Sciences[48]
- Institute of Neuroinformatics at University of Zurich[49]
- Department of Computer Science at American University of Beirut[50]
- Department of Computing at Imperial College London[51]
- Institut für Neuroinformatik at Ruhr-Universität Bochum[52]
- Stanford University's Computer Science Department[53]
- Department of Electrical Engineering and Computer Sciences at UC Berkeley[54]
- Department of Computer Science and Software Engineering at University of Cantenbury[55]
Etymology
In Europe
In 1956, the German informatician Karl Steinbuch coined the word Informatik by publishing a paper called Informatik: Automatische Informationsverarbeitung ("Informatics: Automatic Information Processing").[56] The morphology—informat-ion + -ics—uses "the accepted form for names of sciences, as conics, mathematics, linguistics, optics, or matters of practice, as economics, politics, tactics",[57] and so, linguistically, the meaning extends easily to encompass both the science of information and the practice of information processing. The German word Informatik is usually translated to English as[58] computer science by universities or computer science & engineering by technical universities (German equivalents for institutes of technology). Depending on the context, informatics is also translated into computing, scientific computing or information and computer technology. The French term informatique was coined in 1962 by Philippe Dreyfus.[59] In the same month was also proposed independently by Walter F. Bauer (1924–2015) and associates who co-founded software company Informatics Inc. The term for the new discipline quickly spread throughout Europe, but it did not catch on in the United States. Over the years, many different definitions of informatics have been developed, most of them claim that the essence of informatics is one of these concepts: information processing, algorithms, computation, information, algorithmic processes, computational processes or computational systems.[60][1]
In United States
The earliest uses of the term informatics in the United States was during the 1950s with the beginning of computer use in healthcare.[61] Early practitioners interested in the field soon learned that there were no formal education programs, and none emerged until the late 1960s. Unfortunately, they introduced the term informatics only in the context of archival science, which is only a small part of informatics. Professional development, therefore, played a significant role in the development of health informatics.[61] According to Imhoff et al., 2001, healthcare informatics is not only the application of computer technology to problems in healthcare, but covers all aspects of generation, handling, communication, storage, retrieval, management, analysis, discovery, and synthesis of data information and knowledge in the entire scope of healthcare. Furthermore, they stated that the primary goal of health informatics can be distinguished as follows: To provide solutions for problems related to data, information, and knowledge processing. To study general principles of processing data information and knowledge in medicine and healthcare.[62][63] The term health informatics quickly spread throughout the United States in various forms such as nursing informatics, public health informatics or medical informatics. Analogous terms were later introduced for use of computers in various fields, such as business informatics, forest informatics, legal informatics etc. Unfortunately, these fields still mainly use term informatics in context of library science. Later in the United States, next absurd term such as computational informatics were developed, while all informatics is computational by its nature.
See also
- A New Kind of Science
- Computational theory of mind
- Models of neural computation
- Information processing system
- Cellular automaton
- Computer simulation
- Computational circuit
- Entscheidungsproblem
- Swarm intelligence
- Biomimetics
- Behavior informatics
- Information processing
- Robotics
- Algorithmics
- Neural computation
- Real-time computing
- Computer architecture
- Artificial intelligence
References
- ^ a b c d e f "What is Informatics? University of Edinburgh" (PDF).
- ^ "INFORMATICS | Bedeutung im Cambridge Englisch Wörterbuch". dictionary.cambridge.org (in German).
- ^ "What is Informatics? - Definition from Techopedia". Techopedia.com.
- ^ "Committee on European Computing Education (CECE)". europe.acm.org.
{{cite web}}
: CS1 maint: url-status (link) - ^ a b "Are We All In The Same Boat? ACM & Informatics Europe" (PDF).
- ^ Wellisch, Hans (1972-07-01). "From Information Science to Informatics: a terminological investigation". Journal of librarianship. 4 (3): 157–187. doi:10.1177/096100067200400302. ISSN 0022-2232.
- ^ Wang, Yingxu (2003-08-01). "On Cognitive Informatics". Brain and Mind. 4 (2): 151–167. doi:10.1023/A:1025401527570. ISSN 1573-3300.
- ^ Wellisch, Hans (1972-07-01). "From Information Science to Informatics: a terminological investigation". Journal of librarianship. 4 (3): 157–187. doi:10.1177/096100067200400302. ISSN 0022-2232.
- ^ "What is Informatics? USF Health". www.usfhealthonline.com. Retrieved 2020-08-20.
- ^ "Informatics Major". ischool.uw.edu. Retrieved 2020-08-20.
- ^ "Forschungszentrum Jülich - Cognitive Neuroinformatics". www.fz-juelich.de. Retrieved 2020-08-22.
- ^ "Informatics Major". ischool.uw.edu.
{{cite web}}
: CS1 maint: url-status (link) - ^ "Computer Science and Computer Engineering | Hochschule Osnabrück". www.hs-osnabrueck.de. Retrieved 2020-08-31.
- ^ "Informatik – Technische Informatik (B.Sc.) | Hochschule Osnabrück". www.hs-osnabrueck.de. Retrieved 2020-08-31.
- ^ a b Denning, Peter J. (2005). "Is Computer Science Science?" (PDF). Communications of the ACM.
- ^ Wang, Yingxu (2013). "Basic theories for neuroinformatics and neurocomputing". 2013 IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing: 3–4. doi:10.1109/ICCI-CC.2013.6622217. ISBN 978-1-4799-0783-0. S2CID 12488667.
- ^ PDF Raúl Rojas: Konrad Zuse’s Legacy: The Architecture of the Z1 and Z3
- ^ [1] [2] Raúl Rojas: How to make Zuse's Z3 a universal computer.
- ^ "arXiv.org e-Print archive". arxiv.org.
- ^ "Informatics as a Fundamental Discipline for the 21st Century". Informatics Europe. 2019.
- ^ Denning, Peter J. Rosenbloom, Paul (2009). The Profession of IT Computing: The Fourth Great Domain of Science. Association of Computing Machinery. OCLC 981466101.
{{cite book}}
: CS1 maint: multiple names: authors list (link) - ^ "The Evolutionary Informatics Lab – The Evolutionary Informatics Lab".
{{cite web}}
: CS1 maint: url-status (link) - ^ "International Journal of Cognitive Informatics and Natural Intelligence (IJCINI)".
- ^ IEEE CS (1983). IEEE computer society conference on computer vision and pattern recognition, CVPR. 1983 conf., Washington, D.C. Proceedings: Computer vision and pattern recognition. New York, N.Y. ISBN 978-0-8186-0053-1. OCLC 472099962.
{{cite book}}
: CS1 maint: location missing publisher (link) - ^ "Brain Informatics". Brain Informatics.
- ^ "Autonomous Robots". Springer.
- ^ "Annals of Mathematics and Artificial Intelligence". Springer.
- ^ "Journal of Signal Processing Systems". Springer.
- ^ "Alvy Ray Smith synapse FOCS Cover". alvyray.com.
- ^ "Neural Computing and Applications". Springer.
- ^ "Autonomous Agents and Multi-Agent Systems". Springer.
- ^ "Annual Meetings of the Association for Computational Linguistics | ACL Member Portal". www.aclweb.org.
- ^ "Journal of Scientific Computing". www.scimagojr.com.
- ^ "Systems and Control Letters". www.scimagojr.com.
- ^ "Simulation & Gaming". SAGE Journals.
- ^ Journal of Network and Computer Applications.
- ^ "ACM CCS 2020 - November 9-13, 2020". www.sigsac.org.
- ^ "Journal of Complexity | ScienceDirect.com by Elsevier". www.sciencedirect.com.
- ^ "Home | MIT Schwarzman College of Computing | Massachusetts Institute of Technology". computing.mit.edu.
- ^ Federrath, Prof Dr Hannes. "Forschung". www.inf.uni-hamburg.de (in German).
- ^ "Welcome to Paul G. Allen School of Computer Science & Engineering | Paul G. Allen School of Computer Science & Engineering". www.cs.washington.edu.
- ^ "Department of Computer Science and Engineering". cse.nd.edu.
- ^ "Research". The University of Edinburgh.
- ^ "Department of Computer Science, University of Oxford". www.cs.ox.ac.uk.
- ^ "Department of Computer Science and Engineering - School of Engineering - Santa Clara University". www.scu.edu.
- ^ "Computer Science and Engineering at Michigan".
- ^ "Computer Science & Engineering". University of Nevada, Reno.
- ^ "Computer Science | Harvard John A. Paulson School of Engineering and Applied Sciences". www.seas.harvard.edu.
- ^ "Institute of Neuroinformatics at University of Zurich".
- ^ "Department of Computer Science". www.aub.edu.lb.
- ^ "Department of Computing". Imperial College London.
- ^ "About the Institute | Institut für Neuroinformatik". www.ini.rub.de.
- ^ "Research @ CS | Stanford Computer Science". cs.stanford.edu.
- ^ "EECS at UC Berkeley". EECS at UC Berkeley.
- ^ "Computer Science and Software Engineering | University of Canterbury". The University of Canterbury.
- ^ "Karl Steinbuch Eulogy – Bernard Widrow, Reiner Hartenstein, Robert Hecht-Nielsen" (PDF). uni-kl.de.
- ^ Oxford English Dictionary 1989
- ^ CTKlein. "Best word for "computer science"". German Language Stack Exchange. Stack Exchange Inc. Retrieved 6 April 2020.
- ^ Dreyfus, Phillipe. L’informatique. Gestion, Paris, June 1962, pp. 240–41
- ^ Wegner, Peter. "Research paradigms in Computer Science, Brown University" (PDF).
- ^ a b Nelson, Ramona; Staggers, Nancy (8 December 2016). Health Informatics: An Interprofessional Approach. Elsevier Health Sciences. p. 7. ISBN 978-0-323-40225-5.
- ^ Imhoff, M., Webb. A,.&Goldschmidt, A., (2001). Health Informatics. Intensive Care Med, 27: 179-186. doi:10.1007//s001340000747.
- ^ Nelson, R. & Staggers, N. Health Informatics: An Interprofessional Approach. St. Louis: Mosby, 2013. Print. (p.4,7)
Further reading
- Education
- Informatics Europe (2018). Informatics for All The Strategy (PDF).
- Informatics Europe (2018). Informatics Education in Europe: Institutions, Degrees, Students, Positions, Salaries in 2013-2018 (PDF).
- School of Informatics (1994). "What is Informatics?" (PDF).
- Informatics Europe & ACM Europe Working Group (2013). "Informatics Education: Europe cannot Afford to Miss the Boat" (PDF).
- The Committee on European Computing Education (2018). "Informatics Education in Europe: Are We All In The Same Boat?" (PDF).
- Selected literature
- Harel, David (1987). Algorithmics: The Spirit of Computing.
- Schmidhuber, Jürgen (1999). A Computer Scientist's View of Life, the Universe, and Everything (PDF). arXiv:quant-ph/9904050.
- Knuth, Donald E. (1996). Selected Papers on Computer Science. CSLI Publications, Cambridge University Press.