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Ubiquitous computing

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Ubiquitous computing (or " ubicomp ") is a concept in software engineering , hardware engineering and computer science where computing is made to appear seamlessly anytime and everywhere. In contrast to desktop computing , ubiquitous computing implies use on any device, in any location, and in any format. A user interacts with the computer, which can exist in many different forms, including laptop computers , tablets , smart phones and terminals in everyday objects such as a refrigerator or a pair of glasses . The underlying technologies to support ubiquitous computing include the Internet , advanced middleware , kernels , operating systems , mobile codes , sensors , microprocessors , new I/Os and user interfaces , computer networks , mobile protocols, global navigational systems , and new materials.

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77-453: This paradigm is also described as pervasive computing , ambient intelligence , or "everyware". Each term emphasizes slightly different aspects. When primarily concerning the objects involved, it is also known as physical computing , the Internet of Things , haptic computing , and "things that think". Rather than propose a single definition for ubiquitous computing and for these related terms,

154-460: A paradeigma aims to provide an audience with an illustration of a similar occurrence. This illustration is not meant to take the audience to a conclusion; however, it is used to help guide them to get there. One way of how a paradeigma is meant to guide an audience would be exemplified by the role of a personal accountant. It is not the job of a personal accountant to tell a client exactly what (and what not) to spend money on, but to aid in guiding

231-604: A paradigm ( / ˈ p ær ə d aɪ m / PARR -ə-dyme ) is a distinct set of concepts or thought patterns, including theories, research methods , postulates, and standards for what constitute legitimate contributions to a field. The word paradigm is Greek in origin, meaning "pattern". Paradigm comes from Greek παράδειγμα ( paradeigma ); "pattern, example, sample"; from the verb παραδείκνυμι ( paradeiknumi ); "exhibit, represent, expose"; and that from παρά ( para ); "beside, beyond"; and δείκνυμι ( deiknumi ); "to show, to point out". In classical (Greek-based) rhetoric ,

308-432: A taxonomy of properties for ubiquitous computing has been proposed, from which different kinds or flavors of ubiquitous systems and applications can be described. Ubiquitous computing themes include: distributed computing , mobile computing , location computing, mobile networking, sensor networks , human–computer interaction , context-aware smart home technologies, and artificial intelligence . Ubiquitous computing

385-622: A "paradigm" in Kuhn's original sense. In The Structure of Scientific Revolutions , Kuhn wrote that "the successive transition from one paradigm to another via revolution is the usual developmental pattern of mature science" (p. 12). Paradigm shifts tend to appear in response to the accumulation of critical anomalies as well as in the form of the proposal of a new theory with the power to encompass both older relevant data and explain relevant anomalies. New paradigms tend to be most dramatic in sciences that appear to be stable and mature, as in physics at

462-410: A century) led to a theory of atomic structure that accounts well for the bulk properties of matter; see, for example, Brady's General Chemistry . According to P J Smith, this ability of science to back off, move sideways, and then advance is characteristic of the natural sciences, but contrasts with the position in some social sciences, notably economics. This apparent ability does not guarantee that

539-467: A change in how a given society goes about organizing and understanding reality. A "dominant paradigm" refers to the values, or system of thought, in a society that are most standard and widely held at a given time. Dominant paradigms are shaped both by the community's cultural background and by the context of the historical moment. Hutchin outlines some conditions that facilitate a system of thought to become an accepted dominant paradigm: The word paradigm

616-512: A class of elements with similarities (as opposed to syntagma – a class of elements expressing relationship. ). The Merriam-Webster Online dictionary defines one usage of paradigm as "a philosophical and theoretical framework of a scientific school or discipline within which theories, laws, and generalizations and the experiments performed in support of them are formulated; broadly: a philosophical or theoretical framework of any kind ." The Oxford Dictionary of Philosophy (2008) attributes

693-473: A client as to how money should be spent based on the client's financial goals. Anaximenes defined paradeigma as "actions that have occurred previously and are similar to, or the opposite of, those which we are now discussing". The original Greek term παράδειγμα ( paradeigma ) was used by scribes in Greek texts (such as Plato 's dialogues Timaeus [ c. 360 BCE] and Parmenides ) as one possibility for

770-476: A discipline's core model of reality has happened in a more evolutionary manner, with individual scientists exploring the usefulness of alternatives in a way that would not be possible if they were constrained by a paradigm. Imre Lakatos suggested (as an alternative to Kuhn's formulation) that scientists actually work within research programmes . In Lakatos' sense, a research programme is a sequence of problems, placed in order of priority. This set of priorities, and

847-457: A highly configurable 52- LED LAMP enabled lamp which uses Wi-Fi named MooresCloud after Gordon Moore . The Unified Computer Intelligence Corporation launched a device called Ubi – The Ubiquitous Computer designed to allow voice interaction with the home and provide constant access to information. Ubiquitous computing research has focused on building an environment in which computers allow humans to focus attention on select aspects of

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924-636: A joint graduate program in Biomedical Information and Computer Science , the first partnership of its kind. In 1979, ICS's first director and primary founder, Dr. Slamecka, retired from the position after 15 years. Dr. Ray Miller, IBM 's Assistant Director of Mathematical Sciences, was hired in his place. Under Miller, the School of Information and Computer Science began a trend which began to move away from information science and towards computer science. In John Patrick Crecine 's 1988 reorganization of

1001-450: A long period during which no competing alternative has shown itself capable of resolving the anomaly. He also presented cases in which a dominant paradigm had withered away because its lost credibility when viewed against changes in the wider intellectual milieu. Kuhn himself did not consider the concept of paradigm as appropriate for the social sciences. He explains in his preface to The Structure of Scientific Revolutions that he developed

1078-569: A paradigm can only apply to a system that is not in its final stage. Beyond its use in the physical and social sciences, Kuhn's paradigm concept has been analysed in relation to its applicability in identifying 'paradigms' with respect to worldviews at specific points in history. One example is Matthew Edward Harris' book The Notion of Papal Monarchy in the Thirteenth Century: The Idea of Paradigm in Church History . Harris stresses

1155-464: A paradigm, research programme, research tradition, and/ or professional imagery. These structures will be motivating research, providing it with an agenda, defining what is and is not anomalous evidence, and inhibiting debate with other groups that fall under the same broad disciplinary label. (A good example is provided by the contrast between Skinnerian radical behaviourism and personal construct theory (PCT) within psychology. The most significant of

1232-446: A particular discipline, its paradigm is so convincing that it normally renders even the possibility of alternatives unconvincing and counter-intuitive. Such a paradigm is opaque , appearing to be a direct view of the bedrock of reality itself, and obscuring the possibility that there might be other, alternative imageries hidden behind it. The conviction that the current paradigm is reality tends to disqualify evidence that might undermine

1309-416: Is a fundamental transition that does not seek to escape the physical world and "enter some metallic, gigabyte-infested cyberspace" but rather brings computers and communications to us, making them "synonymous with the useful tasks they perform". Network robots link ubiquitous networks with robots , contributing to the creation of new lifestyles and solutions to address a variety of social problems including

1386-468: Is already present in some form. Ambient Devices has produced an "orb", a "dashboard", and a " weather beacon ": these decorative devices receive data from a wireless network and report current events, such as stock prices and the weather, like the Nabaztag , which was invented by Rafi Haladjian and Olivier Mével , and manufactured by the company Violet. The Australian futurist Mark Pesce has produced

1463-436: Is also still used to indicate a pattern or model or an outstandingly clear or typical example or archetype . The term is frequently used in this sense in the design professions. Design Paradigms or archetypes comprise functional precedents for design solutions. The best known references on design paradigms are Design Paradigms: A Sourcebook for Creative Visualization , by Wake, and Design Paradigms by Petroski. This term

1540-430: Is also used in cybernetics . Here it means (in a very wide sense) a (conceptual) protoprogram for reducing the chaotic mass to some form of order. Note the similarities to the concept of entropy in chemistry and physics. A paradigm there would be a sort of prohibition to proceed with any action that would increase the total entropy of the system. To create a paradigm requires a closed system that accepts changes. Thus

1617-502: Is an example: it is not possible to see both the rabbit and the duck simultaneously.) This is significant in relation to the issue of incommensurability (see below). An example of a currently accepted paradigm would be the standard model of physics. The scientific method allows for orthodox scientific investigations into phenomena that might contradict or disprove the standard model; however grant funding would be proportionately more difficult to obtain for such experiments, depending on

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1694-425: Is apparent from his analogy between a paradigm shift and the flip-over involved in some optical illusions. However, he subsequently diluted his commitment to incommensurability considerably, partly in the light of other studies of scientific development that did not involve revolutionary change. One of the examples of incommensurability that Kuhn used was the change in the style of chemical investigations that followed

1771-464: Is now generally seen as too limited. Some examples of contemporary paradigm shifts include: Kuhn's idea was, itself, revolutionary in its time. It caused a major change in the way that academics talk about science; and, so, it may be that it caused (or was part of) a "paradigm shift" in the history and sociology of science. However, Kuhn would not recognize such a paradigm shift. Being in the social sciences, people can still use earlier ideas to discuss

1848-424: Is structured. Normal science proceeds within such a framework or paradigm. A paradigm does not impose a rigid or mechanical approach, but can be taken more or less creatively and flexibly. The Oxford English Dictionary defines a paradigm as "a pattern or model, an exemplar; a typical instance of something, an example". The historian of science Thomas Kuhn gave the word its contemporary meaning when he adopted

1925-473: Is the concept of using small internet connected and inexpensive computers to help with everyday functions in an automated fashion. Mark Weiser proposed three basic forms for ubiquitous computing devices : Ubiquitous computing devices proposed by Mark Weiser are all based around flat devices of different sizes with a visual display. Expanding beyond those concepts there is a large array of other ubiquitous computing devices that could exist. Mark Weiser coined

2002-584: Is the third-highest of Georgia Tech's six colleges (behind the larger and older College of Engineering and College of Sciences ) in research awards, with 139 proposals worth $ 93,737,529 resulting in 119 awards worth $ 14,579,392 in 2006. There are several organizations tied to or within the College of Computing that are primarily dedicated to research. These include several research groups and labs. Other research-related organizations include: The College of Computing has numerous student organizations which help build

2079-453: Is the widespread diffusion of mobile phones. Many mobile phones support high speed data transmission, video services, and other services with powerful computational ability. Although these mobile devices are not necessarily manifestations of ubiquitous computing, there are examples, such as Japan's Yaoyorozu ("Eight Million Gods") Project in which mobile devices, coupled with radio frequency identification tags demonstrate that ubiquitous computing

2156-508: The M.S. and Ph.D. in multiple disciplines, including several offered as joint degrees with other colleges in the university. Graduate certificates are also available. The Online Master of Science in Computer Science (OMSCS) is a degree program which has the same teaching material as MOOCs , leading to a fully accredited Masters qualification, presented in conjunction with Udacity . A contribution of $ 2 Million from AT&T has funded

2233-579: The Media Lab and the CSAIL effort known as Project Oxygen . Other major contributors include University of Washington 's Ubicomp Lab (directed by Shwetak Patel ), Dartmouth College 's DartNets Lab, Georgia Tech 's College of Computing , Cornell University 's People Aware Computing Lab, NYU 's Interactive Telecommunications Program , UC Irvine 's Department of Informatics, Microsoft Research , Intel Research and Equator, Ajou University UCRi & CUS. One of

2310-514: The School of Cybersecurity and Privacy . The College of Computing's programs are consistently ranked among the top 10 computing programs in the nation. In 2022, U.S. News & World Report ranked the Computer Science graduate program #6 in the U.S. In 2016, Times Higher Education and the Wall Street Journal ranked the College #5 in the world. The College of Computing has its roots in

2387-736: The Institute, the School was broadened as the College of Computing, one of the school's five (and as of 1998, six) colleges. The move toward elevating the school to the status of an academic unit was partly in response to Carnegie Mellon University 's creation of their School of Computer Science , and as a result, Georgia Tech was the first university in the United States to have a College of Computing. The school hired its first dean, Peter A. Freeman , in 1990, and further expanded in 2005 with more divisions. In 2000, successful internet entrepreneur and Tech alum Chris Klaus donated $ 15 million towards

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2464-502: The Masters course in 2 years: composed of the minimum 10 for graduation 3-credit-hour courses at $ 510 per course plus $ 301 enrollment fee per semester for say 6 semesters. The first semester of study, in Spring 2014, some 400 students were enrolled in the program. In January 2015 some 2,000 students were enrolled in the program. As of Spring 2020, enrollment had risen to over 9,500 students, and

2541-505: The account is veridical at any one time, of course, and most modern philosophers of science are fallibilists . However, members of other disciplines do see the issue of incommensurability as a much greater obstacle to evaluations of "progress"; see, for example, Martin Slattery's Key Ideas in Sociology . Opaque Kuhnian paradigms and paradigm shifts do exist. A few years after the discovery of

2618-1045: The aging of population and nursing care. The "Continuity" set of features, introduced by Apple in OS X Yosemite , can be seen as an example of ubiquitous computing. Privacy is easily the most often-cited criticism of ubiquitous computing (ubicomp), and may be the greatest barrier to its long-term success. This is a list of notable institutions who claim to have a focus on Ubiquitous computing sorted by country: Topological Media Lab , Concordia University, Canada Community Imaging Group, University of Oulu , Finland Telecooperation Office (TECO), Karlsruhe Institute of Technology , Germany Ubiquitous Computing Research Resource Centre (UCRC), Centre for Development of Advanced Computing Centre for Research in Ubiquitous Computing (CRUC), Karachi, Pakistan Mobile Life Centre , Stockholm University Mixed Reality Lab, University of Nottingham Paradigm In science and philosophy ,

2695-549: The air we breathe...We will not need to carry our own devices around with us. Instead, configurable generic devices, either handheld or embedded in the environment, will bring computation to us, whenever we need it and wherever we might be. As we interact with these "anonymous" devices, they will adopt our information personalities. They will respect our desires for privacy and security. We won't have to type, click, or learn new computer jargon. Instead, we'll communicate naturally, using speech and gestures that describe our intent... This

2772-424: The associated set of preferred techniques, is the positive heuristic of a programme. Each programme also has a negative heuristic ; this consists of a set of fundamental assumptions that – temporarily, at least – takes priority over observational evidence when the two appear to conflict. This latter aspect of research programmes is inherited from Kuhn's work on paradigms, and represents an important departure from

2849-426: The collection of evidence. These preconceptions embody both hidden assumptions and elements that Kuhn describes as quasi-metaphysical. The interpretations of the paradigm may vary among individual scientists. Kuhn was at pains to point out that the rationale for the choice of exemplars is a specific way of viewing reality: that view and the status of "exemplar" are mutually reinforcing. For well-integrated members of

2926-414: The concept of "Teleporting" – where applications follow the user wherever he/she moves. Roy Want, while a researcher and student working under Andy Hopper at Cambridge University, worked on the "Active Badge System", which is an advanced location computing system where personal mobility that is merged with computing. Bill Schilit (now at Google) also did some earlier work in this topic, and participated in

3003-526: The concept of paradigm precisely to distinguish the social from the natural sciences. While visiting the Center for Advanced Study in the Behavioral Sciences in 1958 and 1959, surrounded by social scientists, he observed that they were never in agreement about the nature of legitimate scientific problems and methods. He explains that he wrote this book precisely to show that there can never be any paradigms in

3080-628: The construction of a new building for the college. At the time of Klaus' contribution, it was the fifth-largest contribution by an individual in Georgia Tech's history. The building was officially opened on October 26, 2006. In February 2007, the divisions were formalized into two schools: the School of Computer Science (SCS) and the School of Interactive Computing (SIC). In June 2008, College of Computing Dean Richard DeMillo announced plans for his resignation, citing conflicts with Georgia Tech provost and interim president Gary Schuster. DeMillo

3157-563: The cost". In July 2019, Charles Lee Isbell Jr. took over as dean, replacing Zvi Galil. In 2020, the School of Cybersecurity and Privacy was founded with Richard DeMillo as its founding chair. In July 2024, Vivek Sarkar became Dean, replacing Isbell. The College of Computing offers the B.S. , including a degree in Computational Media offered as a joint degree with the Ivan Allen College of Liberal Arts . It also offers

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3234-583: The creation of an interdisciplinary Master of Science in Information Science at Georgia Tech in 1964. The college still emphasizes an interdisciplinary focus in the structure of its degree programs, among which is a Bachelor of Science in Computational Media that is offered jointly with Georgia Tech's School of Literature, Media, and Communication in the Ivan Allen College of Liberal Arts . Georgia Tech's College of Computing traces its roots to

3311-400: The degree of deviation from the accepted standard model theory the experiment would test for. To illustrate the point, an experiment to test for the mass of neutrinos or the decay of protons (small departures from the model) is more likely to receive money than experiments that look for the violation of the conservation of momentum, or ways to engineer reverse time travel. Mechanisms similar to

3388-544: The discovery of electrostatic photography , xerography and the quartz clock . Kuhn pointed out that it could be difficult to assess whether a particular paradigm shift had actually led to progress, in the sense of explaining more facts, explaining more important facts, or providing better explanations, because the understanding of "more important", "better", etc. changed with the paradigm. The two versions of reality are thus incommensurable . Kuhn's version of incommensurability has an important psychological dimension. This

3465-464: The earliest ubiquitous systems was artist Natalie Jeremijenko 's "Live Wire", also known as "Dangling String", installed at Xerox PARC during Mark Weiser's time there. This was a piece of string attached to a stepper motor and controlled by a LAN connection; network activity caused the string to twitch, yielding a peripherally noticeable indication of traffic. Weiser called this an example of calm technology . A present manifestation of this trend

3542-837: The early Mobile Computing workshop held in Santa Cruz in 1996. Ken Sakamura of the University of Tokyo , Japan leads the Ubiquitous Networking Laboratory (UNL), Tokyo as well as the T-Engine Forum . The joint goal of Sakamura's Ubiquitous Networking specification and the T-Engine forum, is to enable any everyday device to broadcast and receive information. MIT has also contributed significant research in this field, notably Things That Think consortium (directed by Hiroshi Ishii , Joseph A. Paradiso and Rosalind Picard ) at

3619-399: The elementary account of how science works . According to this, science proceeds through repeated cycles of observation, induction, hypothesis-testing, etc., with the test of consistency with empirical evidence being imposed at each stage. Paradigms and research programmes allow anomalies to be set aside, where there is reason to believe that they arise from incomplete knowledge (about either

3696-474: The end of the 19th century. At that time, a statement generally attributed to physicist Lord Kelvin famously claimed, "There is nothing new to be discovered in physics now. All that remains is more and more precise measurement." Five years later, Albert Einstein published his paper on special relativity , which challenged the set of rules laid down by Newtonian mechanics , which had been used to describe force and motion for over two hundred years. In this case,

3773-438: The environment and operate in supervisory and policy-making roles. Ubiquitous computing emphasizes the creation of a human computer interface that can interpret and support a user's intentions. For example, MIT's Project Oxygen seeks to create a system in which computation is as pervasive as air: In the future, computation will be human centered. It will be freely available everywhere, like batteries and power sockets, or oxygen in

3850-500: The establishment of an Information Science degree program established in 1964. In 1963, a group of faculty members led by Dr. Vladimir Slamecka and that included Dr. Vernon Crawford, Dr. Nordiar Waldemar Ziegler, and Dr. William Atchison, noticed an interdisciplinary connection among library science, mathematics , and computer technology. The group drafted an outline for a masters-level program that would combine elements from each of these disciplines. The Georgia Tech administration accepted

3927-545: The facts of the world and the universe from within a paradigm'. Georgia Institute of Technology College of Computing The College of Computing is a college of the Georgia Institute of Technology , a public research university in Atlanta, Georgia . It is divided into four schools: the School of Computer Science , the School of Interactive Computing , the School of Computational Science & Engineering , and

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4004-403: The following description of the term in the history and philosophy of science to Thomas Kuhn 's 1962 work The Structure of Scientific Revolutions : Kuhn suggests that certain scientific works, such as Newton's Principia or John Dalton's New System of Chemical Philosophy (1808), provide an open-ended resource: a framework of concepts, results, and procedures within which subsequent work

4081-473: The history of science. Perhaps the greatest barrier to a paradigm shift, in some cases, is the reality of paradigm paralysis : the inability or refusal to see beyond the current models of thinking. This is similar to what psychologists term confirmation bias and the Semmelweis reflex . Examples include rejection of Aristarchus of Samos' , Copernicus ', and Galileo 's theory of a heliocentric solar system,

4158-426: The idea of "social paradigm" in the context of social sciences. He identified the basic components of a social paradigm. Like Kuhn, Handa addressed the issue of changing paradigm; the process popularly known as " paradigm shift ". In this respect, he focused on social circumstances that precipitate such a shift and the effects of the shift on social institutions, including the institution of education. This broad shift in

4235-407: The initial development of the program as well as continuing integration of technology. The program is designed and maintained to present a level of academic challenge entirely equivalent to a traditional MSCS course, with equivalent academic rigor as a founding principle. The estimate of the cost of studying the course is however very different; being in the region of $ 7,000 for a student completing

4312-527: The many ways these two sub-disciplines of psychology differ concerns meanings and intentions. In PCT, they are seen as the central concern of psychology; in radical behaviourism, they are not scientific evidence at all, as they cannot be directly observed.) Such considerations explain the conflict between the Kuhn/ Dogan view, and the views of others (including Larry Laudan, see above), who do apply these concepts to social sciences. Handa, M.L. (1986) introduced

4389-432: The mirror-neurons that provide a hard-wired basis for the human capacity for empathy, the scientists involved were unable to identify the incidents that had directed their attention to the issue. Over the course of the investigation, their language and metaphors had changed so that they themselves could no longer interpret all of their own earlier laboratory notes and records. However, many instances exist in which change in

4466-503: The model or the pattern that the demiurge supposedly used to create the cosmos. The English-language term paradigm has technical meanings in the fields of grammar (as applied, for example, to declension and conjugation – the 1900 Merriam-Webster dictionary defines the technical use of paradigm only in the context of grammar) and of rhetoric (as a term for an illustrative parable or fable ). In linguistics , Ferdinand de Saussure (1857–1913) used paradigm to refer to

4543-414: The new paradigm reduces the old to a special case in the sense that Newtonian mechanics is still a good model for approximation for speeds that are slow compared to the speed of light . Many philosophers and historians of science, including Kuhn himself, ultimately accepted a modified version of Kuhn's model, which synthesizes his original view with the gradualist model that preceded it. Kuhn's original model

4620-443: The original Kuhnian paradigm have been invoked in various disciplines other than the philosophy of science. These include: the idea of major cultural themes, worldviews (and see below), ideologies , and mindsets . They have somewhat similar meanings that apply to smaller and larger scale examples of disciplined thought. In addition, Michel Foucault used the terms episteme and discourse , mathesis, and taxinomia, for aspects of

4697-457: The paradigm itself; this in turn leads to a build-up of unreconciled anomalies. It is the latter that is responsible for the eventual revolutionary overthrow of the incumbent paradigm, and its replacement by a new one. Kuhn used the expression paradigm shift (see below) for this process, and likened it to the perceptual change that occurs when our interpretation of an ambiguous image "flips over" from one state to another. (The rabbit-duck illusion

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4774-587: The phrase "ubiquitous computing" around 1988, during his tenure as Chief Technologist of the Xerox Palo Alto Research Center (PARC) . Both alone and with PARC Director and Chief Scientist John Seely Brown , Weiser wrote some of the earliest papers on the subject, largely defining it and sketching out its major concerns. Recognizing that the extension of processing power into everyday scenarios would necessitate understandings of social, cultural and psychological phenomena beyond its proper ambit, Weiser

4851-476: The physical sciences and in historical organisations such as the Church is that the former, unlike the latter, requires technical expertise rather than repeating statements. In other words, after scientific training through what Kuhn calls ' exemplars ', one could not genuinely believe that, to take a trivial example, the earth is flat , whereas thinkers such as Giles of Rome in the thirteenth century wrote in favour of

4928-525: The plan to establish a Master of Science in Information Science which was first offered in 1964 under the School of Information Science. Dr. Slamecka, who had spearheaded the effort, was named the school's first chair. In 1970, the school began offering a minor degree program for all Georgia Tech students, and was renamed to the School of Information and Computer Science (ICS). Two years later in 1972, ICS expanded to offer an undergraduate degree for students. It also partnered with Emory University to create

5005-422: The pope, then could easily write similarly glowing things about the king. A writer such as Giles would have wanted a good job from the pope; he was a papal publicist. However, Harris writes that 'scientific group membership is not concerned with desire, emotions, gain, loss and any idealistic notions concerning the nature and destiny of humankind...but simply to do with aptitude, explanation, [and] cold description of

5082-434: The primarily sociological importance of paradigms, pointing towards Kuhn's second edition of The Structure of Scientific Revolutions . Although obedience to popes such as Innocent III and Boniface VIII was widespread, even written testimony from the time showing loyalty to the pope does not demonstrate that the writer had the same worldview as the Church, and therefore pope, at the centre. The difference between paradigms in

5159-418: The program has produced about 3,500 graduates to date. Enrollment is accessible without restriction on the basis of citizenship, residence, or visa status, to students from all around the world. However, the vast majority of enrolled students are US citizens. The program does, however, mirror the gender imbalance found in many CS courses, with female students considerably outnumbered. The College of Computing

5236-408: The school announced that it will offer the first professional Online Master of Science degree in computer science ( OMSCS ) that can be earned completely through the massive online ( MOOC ) format in partnership with Udacity . In August 2013, US President Barack Obama praised the school as “a national leader in computer science” that is offering a master's degree in computer science “at a fraction of

5313-498: The sciences as going through alternating periods of normal science , when an existing model of reality dominates a protracted period of puzzle-solving, and revolution , when the model of reality itself undergoes sudden drastic change. Paradigms have two aspects. Firstly, within normal science, the term refers to the set of exemplary experiments that are likely to be copied or emulated. Secondly, underpinning this set of exemplars are shared preconceptions, made prior to – and conditioning –

5390-463: The social arena, in turn, changes the way the individual perceives reality. Another use of the word paradigm is in the sense of " worldview ". For example, in social science, the term is used to describe the set of experiences, beliefs and values that affect the way an individual perceives reality and responds to that perception. Social scientists have adopted the Kuhnian phrase "paradigm shift" to denote

5467-434: The social sciences in his essay, particularly in sociology, political science and political anthropology. However, both Kuhn's original work and Dogan's commentary are directed at disciplines that are defined by conventional labels (such as "sociology"). While it is true that such broad groupings in the social sciences are usually not based on a Kuhnian paradigm, each of the competing sub-disciplines may still be underpinned by

5544-473: The social sciences. Mattei Dogan , a French sociologist, in his article "Paradigms in the Social Sciences", develops Kuhn's original thesis that there are no paradigms at all in the social sciences since the concepts are polysemic , involving the deliberate mutual ignorance between scholars and the proliferation of schools in these disciplines. Dogan provides many examples of the non-existence of paradigms in

5621-399: The substantive topic, or some aspect of the theories implicitly used in making observations). Larry Laudan has also made two important contributions to the debate. Laudan believed that something akin to paradigms exist in the social sciences (Kuhn had contested this, see below); he referred to these as research traditions . Laudan noted that some anomalies become "dormant", if they survive

5698-449: The word to refer to the set of concepts and practices that define a scientific discipline at any particular period of time . In his book, The Structure of Scientific Revolutions (first published in 1962), Kuhn defines a scientific paradigm as: "universally recognized scientific achievements that, for a time, provide model problems and solutions to a community of practitioners, i.e., In The Structure of Scientific Revolutions , Kuhn saw

5775-463: The work of Lavoisier on atomic theory in the late 18th century. In this change, the focus had shifted from the bulk properties of matter (such as hardness, colour, reactivity, etc.) to studies of atomic weights and quantitative studies of reactions. He suggested that it was impossible to make the comparison needed to judge which body of knowledge was better or more advanced. However, this change in research style (and paradigm) eventually (after more than

5852-445: Was influenced by many fields outside computer science, including " philosophy , phenomenology , anthropology , psychology , post-Modernism , sociology of science and feminist criticism ". He was explicit about "the humanistic origins of the 'invisible ideal in post-modernist thought'", referencing as well the ironically dystopian Philip K. Dick novel Ubik . Andy Hopper from Cambridge University UK proposed and demonstrated

5929-591: Was temporarily replaced by James D. Foley , a professor in the School of Interactive Computing, until a permanent replacement could be found. On April 9, 2010, Zvi Galil was named the college's new dean. In March 2010, the division of Computational Science & Engineering (CSE) was also formalized into a school. The school is involved in DARPA's ADAMS project via the Proactive Discovery of Insider Threats Using Graph Analysis and Learning system. In May 2013,

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