Informatics

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Informatics is the study of computational systems. [1] [2] According to the ACM Europe Council and Informatics Europe, informatics is synonymous with computer science and computing as a profession, [3] in which the central notion is transformation of information. [1] [4] In some cases, the term "informatics" may also be used with different meanings, e.g. in the context of social computing, [5] or in context of library science. [6]

Contents

Different meanings

United StatesGermanyRussiaFranceItalyEnglish transcription
Computer science, Computing InformatikИнформатика (Latinized: informatika)InformatiqueInformaticaInformatics
Theoretical computer science Theoretische InformatikТеоретическая информатикаInformatique théoriqueInformatica teoricaTheoretical informatics
Computer engineering Technische InformatikИнженерная информатикаIngénierie or génie informatiqueIngegneria informatica Technical informatics
Neurocomputing, Neural computation NeuroinformatikНейроинформатикаNeuro-informatiqueNeuroinformatica Neuroinformatics
Bioinformatics BioinformatikБиоинформатикаBioinformatiqueBioinformaticaBioinformatics
Hydroinformatics HydroinformatikГидроинформатикаHydroinformatiqueIdroinformaticaHydroinformatics
Ecoinformatics ÖkoinformatikЭкоинформатикаÉcoinformatiqueEcoinformaticaEcoinformatics
Social informatics SozioinformatikСоциальная информатикаSocioinformatiqueSocioinformaticaSocial informatics
Informatics Forum, completed in 2008. It houses researchers of the University of Edinburgh's School of Informatics. Informatics Forum - geograph.org.uk - 990363.jpg
Informatics Forum, completed in 2008. It houses researchers of the University of Edinburgh's School of Informatics.

In some countries, depending on local interpretations and contexts, the term "informatics" is used synonymously to mean information systems, information science, information theory, information engineering, information technology, information processing, or other theoretical or practical fields. In Germany, the term informatics closely corresponds to modern computer science. Accordingly, universities in continental Europe usually translate "informatics" as computer science, or sometimes information and computer science, although technical universities may translate it as computer science & engineering. [7] [8]

In the United States, however, the term informatics is mostly used in context of data science, library science [6] or its applications in healthcare (health informatics), [9] [10] where it first appeared in the US.

The University of Washington uses this term to refer to social computing. [5] In some countries, this term is associated with natural computation and neural computation. [1] [11]

The Government of Canada uses the term to refer to operational units offering network and computer services to the various departments. [12]

Etymology

In 1956, the German informatician Karl Steinbuch and engineer Helmut Gröttrup coined the word Informatik when they developed the Informatik-Anlage [13] for the Quelle mail-order management, one of the earliest commercial applications of data processing. In April 1957, Steinbuch published a paper called Informatik: Automatische Informationsverarbeitung ("Informatics: Automatic Information Processing"). [14] 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", [15] 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 [16] 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. [17] 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. [18] [1]

The earliest uses of the term informatics in the United States was during the 1950s with the beginning of computer use in healthcare. [19] Early practitioners interested in the field soon learned that there were no formal education programs, and none emerged until the late 1960s. 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. [19] 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. [20] [21] 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. These fields still mainly use term informatics in context of library science.

Informatics as information processing science

In the early 1980s, K.A Nicholas published "Informatics: Ready for the Information Society" proposing a definition of Informatics as "the study and the practice of skills related to information, its collection, storage, retrieval, analysis and publication. In short; - Information Handling." It had been developed in the South Australian Education System at a grass roots level. <K.A Nicholas published "Informatics: Ready for the Information Society" 1983 - National Library of Australia>

In the early 1990s, K.K. Kolin proposed an interpretation of informatics as a fundamental science that studies information processes in nature, society, and technical systems. [22]

A broad interpretation of informatics, as "the study of the structure, algorithms, behaviour, and interactions of natural and artificial computational systems," was introduced by the University of Edinburgh in 1994. This has led to the merger of the institutes of computer science, artificial intelligence and cognitive science into a single School of Informatics in 2002. [23]

More than a dozen nearby universities joined Scottish Informatics and Computer Science Alliance. Some non-European universities have also adopted this definition (e.g. Kyoto University School of Informatics).

In 2003, Yingxu Wang popularized term cognitive informatics, described as follows: [24]

Supplementary to matter and energy, information is the third essence for modeling the world. Cognitive informatics focuses on internal information processing mechanisms and the natural intelligence of the brain.

Informatics as a fundamental science of information in natural and artificial systems was proposed again in Russia in 2006. [25]

In 2007, the influential book Decoding the Universe was published.

Former president of Association for Computing Machinery, Peter Denning wrote in 2007: [26]

The old definition of computer science - the study of phenomena surrounding computers - is now obsolete. Computing is the study of natural and artificial information processes.

The 2008 Research Assessment Exercise, of the UK Funding Councils, includes a new, Computer Science and Informatics, unit of assessment (UoA), [27] whose scope is described as follows:

The UoA includes the study of methods for acquiring, storing, processing, communicating and reasoning about information, and the role of interactivity in natural and artificial systems, through the implementation, organisation and use of computer hardware, software and other resources. The subjects are characterised by the rigorous application of analysis, experimentation and design.

In 2008, the construction of the Informatics Forum was completed. In 2018, the MIT Schwarzman College of Computing was established. Its construction is planned to be completed in 2021.

Informatics as information science

In the fields of geoinformatics or irrigation informatics, the term -informatics usually mean information science, in context related to library science. This was the first meaning of informatics introduced in Russia in 1966 by A.I. Mikhailov, R.S. Gilyarevskii, and A.I. Chernyi, which referred to a scientific discipline that studies the structure and properties of scientific information. [22] In this context, the term was also used by the International Neuroinformatics Coordinating Facility. Some scientists use this term, however, to refer to the science of information processing, not data management. [28]

In the English-speaking world, the term informatics was first widely used in the compound medical informatics, taken to include "the cognitive, information processing, and communication tasks of medical practice, education, and research, including information science and the technology to support these tasks". [29] Many such compounds are now in use; they can be viewed as different areas of "applied informatics".

Informatics as computer science

In some countries such as Germany, Russia, France, and Italy, the term informatics in many contexts (but not always) can translate directly to computer science. [30]

Computer scientists study computational processes and systems. Computing Research Repository (CoRR) classification distinguishes the following main topics in computer science (alphabetic order): [31] [32] [33]

Journals and conferences

Community

Academic schools and departments

See also

Related Research Articles

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Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines to applied disciplines.

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Bio-inspired computing, short for biologically inspired computing, is a field of study which seeks to solve computer science problems using models of biology. It relates to connectionism, social behavior, and emergence. Within computer science, bio-inspired computing relates to artificial intelligence and machine learning. Bio-inspired computing is a major subset of natural computation.

<span class="mw-page-title-main">Jack Dongarra</span> American computer scientist (born 1950)

Jack Joseph Dongarra is an American computer scientist and mathematician. He is a University Distinguished Professor of Computer Science in the Electrical Engineering and Computer Science Department at the University of Tennessee. He holds the position of a Distinguished Research Staff member in the Computer Science and Mathematics Division at Oak Ridge National Laboratory, Turing Fellowship in the School of Mathematics at the University of Manchester, and is an adjunct professor and teacher in the Computer Science Department at Rice University. He served as a faculty fellow at the Texas A&M University Institute for Advanced Study (2014–2018). Dongarra is the founding director of the Innovative Computing Laboratory at the University of Tennessee. He was the recipient of the Turing Award in 2021.

Hsiang-Tsung Kung is a Taiwanese-born American computer scientist. He is the William H. Gates professor of computer science at Harvard University. His early research in parallel computing produced the systolic array in 1979, which has since become a core computational component of hardware accelerators for artificial intelligence, including Google's Tensor Processing Unit (TPU). Similarly, he proposed optimistic concurrency control in 1981, now a key principle in memory and database transaction systems, including MySQL, Apache CouchDB, Google's App Engine, and Ruby on Rails. He remains an active researcher, with ongoing contributions to computational complexity theory, hardware design, parallel computing, routing, wireless communication, signal processing, and artificial intelligence.

<span class="mw-page-title-main">David Bader (computer scientist)</span> American computer scientist

David A. Bader is a Distinguished Professor and Director of the Institute for Data Science at the New Jersey Institute of Technology. Previously, he served as the Chair of the Georgia Institute of Technology School of Computational Science & Engineering, where he was also a founding professor, and the executive director of High-Performance Computing at the Georgia Tech College of Computing. In 2007, he was named the first director of the Sony Toshiba IBM Center of Competence for the Cell Processor at Georgia Tech.

<span class="mw-page-title-main">Friedrich L. Bauer</span> German computer scientist

Friedrich Ludwig "Fritz" Bauer was a German pioneer of computer science and professor at the Technical University of Munich.

Neuroinformatics is the emergent field that combines informatics and neuroscience. Neuroinformatics is related with neuroscience data and information processing by artificial neural networks. There are three main directions where neuroinformatics has to be applied:

The terms design computing and other relevant terms including design and computation and computational design refer to the study and practice of design activities through the application and development of novel ideas and techniques in computing. One of the early groups to coin this term was the Key Centre of Design Computing and Cognition at the University of Sydney in Australia, which for nearly fifty years pioneered the research, teaching, and consulting of design and computational technologies. This group organised the academic conference series "Artificial Intelligence in Design (AID)" published by Springer during that period. AID was later renamed "Design Computing and Cognition (DCC)" and is currently a leading biannual conference in the field. Other notable groups in this area are the Design and Computation group at Massachusetts Institute of Technology's School of Architecture + Planning and the Computational Design group at Georgia Tech.

<span class="mw-page-title-main">Karl Steinbuch</span>

Karl W. Steinbuch was a German computer scientist, cyberneticist, and electrical engineer. He was an early and influential researcher in German computer science, and was the developer of the Lernmatrix, an early implementation of artificial neural networks. Steinbuch also wrote about the societal implications of modern media.

Reservoir computing is a framework for computation derived from recurrent neural network theory that maps input signals into higher dimensional computational spaces through the dynamics of a fixed, non-linear system called a reservoir. After the input signal is fed into the reservoir, which is treated as a "black box," a simple readout mechanism is trained to read the state of the reservoir and map it to the desired output. The first key benefit of this framework is that training is performed only at the readout stage, as the reservoir dynamics are fixed. The second is that the computational power of naturally available systems, both classical and quantum mechanical, can be used to reduce the effective computational cost.

<span class="mw-page-title-main">Mark Guzdial</span>

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References

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  68. "University of Sussex, Informatics PhD".
  69. "University of Missouri, PhD in Informatics".
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Further reading