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Information is that portion of the content of a signal or message which conveys meaning. Information is not knowledge itself, but rather the representation of it. Information is often layered: The data available at one level are processed into information to be interpreted at the next level.

For example, in written text each symbol or letter conveys information relevant to the word it is part of, each word conveys information relevant to the phrase it is part of, each phrase conveys information relevant to the sentence it is part of, and so on until information at the top level is interpreted and becomes knowledge of the pertinent domain.

In a digital signal there is a base level of information that conveys bits which may then be interpreted into the symbols, letters, numbers, or structures that convey the information available at the next level up. The key characteristic of information is that it is subject to interpretation and processing. The concept of information is used to describe various concepts, [1] including constraint , communication , control , data , form , education , knowledge , meaning , understanding , mental stimuli , pattern , perception , proposition , representation , and entropy.

The derivation of information from a signal or message may be thought of as the resolution of ambiguity or uncertainty that arises during the interpretation of patterns within the signal or message. Information may be structured as data. Redundant data can be compressed up to an optimal size, which is the theoretical limit of compression.

The information available through a collection of data may be derived by analysis. The information available from many orders may be analyzed, and then becomes knowledge that is put to use when the business subsequently is able to identify the most popular or least popular dish. Information can be transmitted in time, via data storage , and space, via communication and telecommunication.

That which is perceived can be construed as a message in its own right, and in that sense, information is always conveyed as the content of a message. Information can be encoded into various forms for transmission and interpretation for example, information may be encoded into a sequence of signs , or transmitted via a signal. It can also be encrypted for safe storage and communication.

The uncertainty of an event is measured by its probability of occurrence. Uncertainty is inversely proportional to the probability of occurrence. Information theory takes advantage of this by concluding that more uncertain events require more information to resolve their uncertainty. The bit is a typical unit of information. It is ‘that which reduces uncertainty by half’. In English, “information” is an uncountable mass noun.

Information theory is the scientific study of the quantification , storage , and communication of information. The field was fundamentally established by the works of Harry Nyquist and Ralph Hartley in the s, and Claude Shannon in the s.

The field is at the intersection of probability theory , statistics , computer science, statistical mechanics , information engineering , and electrical engineering. A key measure in information theory is entropy. Entropy quantifies the amount of uncertainty involved in the value of a random variable or the outcome of a random process. For example, identifying the outcome of a fair coin flip with two equally likely outcomes provides less information lower entropy than specifying the outcome from a roll of a die with six equally likely outcomes.

Some other important measures in information theory are mutual information , channel capacity, error exponents , and relative entropy. Important sub-fields of information theory include source coding , algorithmic complexity theory , algorithmic information theory , and information-theoretic security. There is another opinion regarding the universal definition of information.

It lies in the fact that the concept itself has changed along with the change of various historical epochs, and in order to find such a definition, it is necessary to find common features and patterns of this transformation. For example, researchers in the field of information Petrichenko E.

Each new form of experience transfer is a synthesis of the previous ones. That is why we see such a variety of definitions of information, because, according to the law of dialectics “negation-negation”, all previous ideas about information are contained in a “filmed” form and in its modern representation. Its impact has been crucial to the success of the Voyager missions to deep space, the invention of the compact disc , the feasibility of mobile phones and the development of the Internet.

The theory has also found applications in other areas, including statistical inference , [9] cryptography , neurobiology , [10] perception , [11] linguistics, the evolution [12] and function [13] of molecular codes bioinformatics , thermal physics , [14] quantum computing , black holes , information retrieval , intelligence gathering , plagiarism detection , [15] pattern recognition , anomaly detection [16] and even art creation.

Often information can be viewed as a type of input to an organism or system. Inputs are of two kinds; some inputs are important to the function of the organism for example, food or system energy by themselves. In his book Sensory Ecology [17] biophysicist David B. Dusenbery called these causal inputs. Other inputs information are important only because they are associated with causal inputs and can be used to predict the occurrence of a causal input at a later time and perhaps another place.

Some information is important because of association with other information but eventually there must be a connection to a causal input. In practice, information is usually carried by weak stimuli that must be detected by specialized sensory systems and amplified by energy inputs before they can be functional to the organism or system.

For example, light is mainly but not only, e. The colored light reflected from a flower is too weak for photosynthesis but the visual system of the bee detects it and the bee’s nervous system uses the information to guide the bee to the flower, where the bee often finds nectar or pollen, which are causal inputs, serving a nutritional function. The cognitive scientist and applied mathematician Ronaldo Vigo argues that information is a concept that requires at least two related entities to make quantitative sense.

These are, any dimensionally defined category of objects S, and any of its subsets R. R, in essence, is a representation of S, or, in other words, conveys representational and hence, conceptual information about S. Vigo then defines the amount of information that R conveys about S as the rate of change in the complexity of S whenever the objects in R are removed from S. Under “Vigo information”, pattern, invariance, complexity, representation, and information—five fundamental constructs of universal science—are unified under a novel mathematical framework.

Information is any type of pattern that influences the formation or transformation of other patterns. Consider, for example, DNA. The sequence of nucleotides is a pattern that influences the formation and development of an organism without any need for a conscious mind. One might argue though that for a human to consciously define a pattern, for example a nucleotide, naturally involves conscious information processing. Systems theory at times seems to refer to information in this sense, assuming information does not necessarily involve any conscious mind, and patterns circulating due to feedback in the system can be called information.

In other words, it can be said that information in this sense is something potentially perceived as representation, though not created or presented for that purpose. For example, Gregory Bateson defines “information” as a “difference that makes a difference”. If, however, the premise of “influence” implies that information has been perceived by a conscious mind and also interpreted by it, the specific context associated with this interpretation may cause the transformation of the information into knowledge.

Complex definitions of both “information” and “knowledge” make such semantic and logical analysis difficult, but the condition of “transformation” is an important point in the study of information as it relates to knowledge, especially in the business discipline of knowledge management. In this practice, tools and processes are used to assist a knowledge worker in performing research and making decisions, including steps such as:.

Stewart argues that transformation of information into knowledge is critical, lying at the core of value creation and competitive advantage for the modern enterprise. The Danish Dictionary of Information Terms [24] argues that information only provides an answer to a posed question. Whether the answer provides knowledge depends on the informed person. When Marshall McLuhan speaks of media and their effects on human cultures, he refers to the structure of artifacts that in turn shape our behaviors and mindsets.

Also, pheromones are often said to be “information” in this sense. These sections are using measurements of data rather than information, as information cannot be directly measured.

It is estimated that the world’s technological capacity to store information grew from 2. The world’s combined technological capacity to receive information through one-way broadcast networks was the informational equivalent of newspapers per person per day in The world’s combined effective capacity to exchange information through two-way telecommunication networks was the informational equivalent of 6 newspapers per person per day in The total amount of data created, captured, copied, and consumed globally is forecast to increase rapidly, reaching Over the next five years up to , global data creation is projected to grow to more than zettabytes.

Records are specialized forms of information. Essentially, records are information produced consciously or as by-products of business activities or transactions and retained because of their value. Primarily, their value is as evidence of the activities of the organization but they may also be retained for their informational value. Sound records management [27] ensures that the integrity of records is preserved for as long as they are required. The international standard on records management, ISO , defines records as “information created, received, and maintained as evidence and information by an organization or person, in pursuance of legal obligations or in the transaction of business”.

Records may be maintained to retain corporate memory of the organization or to meet legal, fiscal or accountability requirements imposed on the organization. Willis expressed the view that sound management of business records and information delivered ” Michael Buckland has classified “information” in terms of its uses: “information as process”, “information as knowledge”, and “information as thing”.

Beynon-Davies [32] [33] explains the multi-faceted concept of information in terms of signs and signal-sign systems. Signs themselves can be considered in terms of four inter-dependent levels, layers or branches of semiotics : pragmatics, semantics, syntax, and empirics.

These four layers serve to connect the social world on the one hand with the physical or technical world on the other. Pragmatics is concerned with the purpose of communication.

Pragmatics links the issue of signs with the context within which signs are used. The focus of pragmatics is on the intentions of living agents underlying communicative behaviour. In other words, pragmatics link language to action.

Semantics is concerned with the meaning of a message conveyed in a communicative act. Semantics considers the content of communication.

Semantics is the study of the meaning of signs – the association between signs and behaviour. Semantics can be considered as the study of the link between symbols and their referents or concepts — particularly the way that signs relate to human behavior. Syntax is concerned with the formalism used to represent a message. Syntax as an area studies the form of communication in terms of the logic and grammar of sign systems.

Syntax is devoted to the study of the form rather than the content of signs and sign-systems. Nielsen discusses the relationship between semiotics and information in relation to dictionaries.

He introduces the concept of lexicographic information costs and refers to the effort a user of a dictionary must make to first find, and then understand data so that they can generate information. Communication normally exists within the context of some social situation.

The social situation sets the context for the intentions conveyed pragmatics and the form of communication. In a communicative situation intentions are expressed through messages that comprise collections of inter-related signs taken from a language mutually understood by the agents involved in the communication.