Introduction To Informatics - Binghamton University

1y ago
2 Views
2 Downloads
679.46 KB
27 Pages
Last View : 1m ago
Last Download : 3m ago
Upload by : Braxton Mach
Transcription

Introduction to InformaticsLecture 3: From Information to InformaticsLuis M.Rocha and Santiago Schnell

Readings until now Lecture notes Posted online @http://informatics.indiana.edu/rocha/i101 The Nature of Information@ infoport and web What are blogs?The Library of Babel by Jorge Luis Borges http://jubal.westnet.com/hyperdiscordia/library of babel.htmlFrom course package Von Baeyer, H.C. [2004]. Information: The NewLanguage of Science. Harvard University Press. Chapters 1, 4 (pages 1-12)Luis M.Rocha and Santiago Schnell

Assignment Situation Labs Past Lab 1: Blogs Next Lab 2: Basic HTML Due this Friday, January 19Thursday and Friday, January 18 and 19Due Friday, January 26Assignments Individual First installment End of JanuaryLuis M.Rocha and Santiago Schnell

Information Theory article published in 1948 by ClaudeShannon “The mathematical theory ofcommunication”Developed to deal with the efficiencyof information transmission inelectronic channelsKey concept: information quantitythat can be measuredunequivocally (objectively). Does not deal at all with thesubjective aspects of information Semantics and pragmatics.Information is defined as a quantity thatdepends on symbol manipulation aloneLuis M.Rocha and Santiago Schnell

What’s an information quantity? How to quantify a relation? Information is a relation between an agent, a sign anda thing, rather than simply a thingThe most palpable element in the information relationis the sign More palpable still is the system of conventional signs we callsymbolsBut which symbols do we use to quantify theinformation contained in messages? Several symbol systems can be used to convey thesame message We must agree on the same symbol system for all messages!MachineLuis M.Rocha and Santiago Schnell

Communication basics Both sender and receiver must use the same code, orconvention, to encode and decode symbols from and tomessages. We need to fix the language used for communication Set of symbols allowed (an alphabet) the rules to manipulate symbols (syntax) the meaning of the symbols (semantics).A language specifies the universe of all possible messages Set of all possible symbol strings of a given size.Shannon Information is then defined as “a measure of thefreedom from choice with which a message is selected fromthe set of all possible ADELAEDDEAL is 1 out of 4! 4 3 2 1 24choices.Luis M.Rocha and Santiago Schnell

Information Quantity information is defined as the act of selecting a specific message(a string of symbols) from the set of all possible messages (insome language).Information content of a message Number of operations needed to select that message from the set of allpossible messagesSelection process depends on the likelihood of occurrence of symbols. depends on the number of choices that exist when we encode a message ofa given size. Depends on symbols not at all on meaning! “information”, “anerthingly” and “innormafito” written in the Roman alphabetwith 26 symbols are one of 2611 ( 3,670,344,486,987,776 3.7x1015)possible words of size 11. Assuming equal likelihood of letters, all have the same information content!Acknowledging different likelihood of letters, which two have the sameinformation content?In the phonetic language of 40 symbols there are 100 times morealternatives!as nf men.Luis M.Rocha and Santiago Schnell

The Library of BabelJorge Luis Borges“The universe (which others call the Library) is composed of anindefinite and perhaps infinite number of hexagonal galleries,with vast air shafts between, surrounded by very low railings.”“ all the books, no matter how diverse they might be, aremade up of the same elements: the space, the period, thecomma, the twenty-two letters of the alphabet. He also alleged afact which travelers have confirmed: In the vast Library there areno two identical books.”DEAL EDADELADLEAELDAEDLLDEALDAELEDALEADLADELAEDLuis M.Rocha and Santiago Schnell

“I have wandered in search of a book, perhaps the catalogueof catalogues he deduced that the Library is total and that its shelvesregister all the possible combinations of the twenty-oddorthographical symbols (a number which, though extremelyvast, is not infinite): Everything: the minutely detailed history ofthe future, the archangels' autobiographies, the faithfulcatalogues of the Library, thousands and thousands of falsecatalogues, the demonstration of the fallacy of those catalogues,the demonstration of the fallacy of the true catalogue,the Gnostic gospel of Basilides, the commentary on that gospel,the commentary on the commentary on that gospel, the truestory of your death, the translation of every book in alllanguages, the interpolations of every book in all books”.Luis M.Rocha and Santiago Schnell

Numbers in the Library of Babel 25 characters, written in any sequence for 410pages of 40 lines of 80 characters 25 (410*40*80)combinations 251,312,000 books! 101,834,097 booksTotal number of atoms in the current, observableuniverse is about 1080So if each book was the size of an atom, thelibrary would hold 101,834,017 universes worth ofbooks!Throw away the equivalent of a single grain ofsand—100,000,000,000,000,000,000 books—and,though an enormous number, it would be asnothing“One: the Library is so enormous that any reduction of human origin isinfinitesimal. The other: every copy is unique, irreplaceable, but (since theLibrary is total) there are always several hundred thousand imperfectfacsimiles: works which differ only in a letter or a comma.”Luis M.Rocha and Santiago Schnell

Information Theory Claude Shannon’s formulation Efficiency of information transmission in electronic channelsKey concept information quantity that can be measured unequivocally (objectively). Does not deal with subjective aspects of informationLanguage must be agreed (fixed) by sender and receiver Same convention, or encoding Symbols allowed (an alphabet) and syntax (rules) and semantics.Specifies the universe of all possible messagesShannon Information is then defined as “a measure of thefreedom from choice with which a message is selected fromthe set of all possible ADELAEDDEAL is 1 out of 4! 4 3 2 1 24choices.Luis M.Rocha and Santiago Schnell

Binary Code Language with an alphabet of two symbols “0” and “1”, “FALSE” or “TRUE”, etc.Most economical way of encoding information Example from von Baeyer’s [2004] book“Information: The new language of Science” Consider a sailor who wants to signal a numberbetween 0 and 127 by means of flags.Message from ShipSystem 1: one flag per number1240: 04: 1001: 15: 1012: 106: 1103: 117: 111Required Flags0128 Flags . 1271System 2: decimal system12421 Flags10.90.9System 3: binary system111110014 Flags11111110000000Luis M.Rocha and Santiago Schnell

The Bit Shannon used the binary system because it isthe most economical Uses less memoryInformation quantity depends on the number ofalternative message choices encoded in the binarysystem Bit (short for binary digit) is the most elementarychoice one can make Between two items: “0’ and “1”, “heads” or “tails”,“true” or “false”, etc.Bit is equivalent to the choice between two equallylikely choices Example, if we know that a coin is to be tossed, but areunable to see it as it falls, a message telling whether the coincame up heads or tails gives us one bit of informationLuis M.Rocha and Santiago Schnell

Digital versus Analog Digital is used to convey the notion of discrete objects/values Things we can countThe word digit comes from the Latin word for finger (digitus)Digital information is equivalent to symbolic information Any symbol system requires a set of discrete symbols for setting up an arbitrarysemantic relationAnalog (or Analogue) Information transmission via electrical, mechanical, hydraulic, and soundsignals Continuously varying signals which are not countableWhat was used up until ShannonInstead of messages being arbitrarily encoded, analog signals rely on somephysical property of the mediumIt implies an analogy between cause and effect, input and output Voltage as an “analogy” to sound in analog synthesizerBut it cannot encode any sound whatsoever!Sounds depend on the physical properties of electricity, the transducer andequipment usedLuis M.Rocha and Santiago Schnell

Analog Synthesizers Are not “universal” sound devices Like sample synths and digital sound cardsTheir sound depends very much on the analogsemployedFamous synths Minimoog nd TB-303Luis M.Rocha and Santiago Schnell

Semiotics and Informatics Semanticsthe content or meaning of the Sign of a Thing foran Agent Syntax Information Technologythe characteristics of signs and symbols devoid ofmeaning Relations between signs and objects for an agentthe study of meaning.Relations among signs such as their rules ofoperation, production, storage, and manipulation.Pragmatics InformaticsInformation the context of signs and repercussions of signsystems in an environment it studies how context influences the interpretationof signs and how well a signs-system representssome aspect of the environmentLuis M.Rocha and Santiago Schnell

Origins of “Informatics”The French ConnectionIn 1962 in France, a group started asoftware company called Societe pourL’Informatique et Applique (SIA). PhilippeDreyfus,aFrenchinformationsystem/software pioneer, was a principalfounder. Dreyfus coined the word as Luis M.Rocha and Santiago Schnell

SIA - Informatics Came from applied informationscienceConcerned with sci/techcommunication communication processes in thiscommunitydevelopment of more efficientsystems/techniquesLuis M.Rocha and Santiago Schnell

Origins of “Informatics”The American ConnectionAlso in 1962 in the U.S., Walter F. Bauerfounded a company named Informatics.Later the Association for ComputingMachinery officially applied for permissionto use the name. They wished to changeACM to Society for Informatics. But theywere turned down on the advice ofBauer’s lawyers.Luis M.Rocha and Santiago Schnell

Historical usage ofInformatics Popularized by Soviets(Informatika) Other countries (including France) Considered a branch of social sciencesConsidered it to be applied computerscienceIn the U.S. Continued to use term “computerscience”Luis M.Rocha and Santiago Schnell

Usage of InformaticsIn the USA“During the late 1970’s, several fields ofInformation technology application flirtedwith using the term, but of these only one– Medical Informatics - caught hold andremained.”UCI Informatics Task Force Report 1996Luis M.Rocha and Santiago Schnell

Informatics in the dictionaryThe French ConnectionThe word “informatique” took on themeaning, generically, of“electronicinformation processing." It was accepted(1966) as an official French word byL’Academie Francaise, something not easyto do. The word “informatique” has nowbeen adopted and adapted in Europe tomean roughly “computer science.”Luis M.Rocha and Santiago Schnell

Informatics in the dictionaryThe American ConnectionThe word “informatics” has beenwidely used in application alinformatics,chemical informatics, etc., and ofcoursethecurrentlyhotbioinformatics.Luis M.Rocha and Santiago Schnell

Informatics – New name ofTheory of Scientific InformationAccording to Mikhailov et al (1967), Informatics is thediscipline of science which investigates the structure andproperties (not specific content) of scientific information,as well as the regularities of scientific informationactivity, its theory, history, methodology andorganization. The purpose of informatics consists indeveloping optimal methods and means of presentation(recording), collection, analytical-synthetic processing,storage, retrieval and dissemination of scientificinformation. Informatics deals with logical (semantic)information, but is not involved in qualitative estimationof this information. Such an estimate can be carried onby specialists alone, in the specific fields of science orpractical activity.Informatics information the “tic” which in Greekmeans theory (arithmetic, aeronautics, etc.)Luis M.Rocha and Santiago Schnell

Informatics at IUAt Indiana University we have built upon this usageof “x-informatics” or “hyphen-informatics” toestablish (1999) the School of Informatics, whichfocuses on domain specific applications ofinformation technology, as well as upon the socialand organizational issues associated with its use(social informatics, organizational informatics). Wealso focus on the commonalities of applications(largely driven by large data sets), includinginterfaces, visualization, digital media, data mining,complex systems, simulation, modeling, etc. Weinclude logic (and probability, statistics), language(natural language interfaces), cybersecurity, andinformation theory.Luis M.Rocha and Santiago Schnell

Informatics at IUHumansInformationTechnologyLuis M.Rocha and Santiago Schnell

Next Classes! Topics Digital vs. AnalogWhat is Technology? What is Information Technology?Examples of important ITReadings for Next week Lecture notes Posted online @http://informatics.indiana.edu/rocha/i101 Technology@ infoportFrom course package From Andy Clark’s book "Natural-Born Cyborgs“ Chapter 2: "Technologies to Bond With" (pages 19 - 44)Lab Basic HTMLLuis M.Rocha and Santiago Schnell

Informatics - New name of Theory of Scientific Information According to Mikhailov et al (1967),Informatics is the discipline of science which investigates the structure and properties (not specific content) of scientific information, as well as the regularities of scientific information activity, its theory, history, methodology and organization.

Related Documents:

Binghamton grads in more than 100 countries around the world. Wherever you go, you're an ambassador for Binghamton University. Proudly wear your Binghamton shirts and hats, and display your Binghamton gear at home and at work. Your . Binghamton experience is a great conversation starter when you meet new people. Everyone knows

1.5 Definition of Health Informatics Notes: Within Informatics there are several different levels; including Translational Informatics, Research Informatics, Legal Informatics, and Health Informatics. It is the latter that we are concerned with. While there are several different definitions of Health Informatics, the National Library of Medicine

Nursing informatics (NI) is the specialty that . Why, and Functional Roles ! Clinical nurse - need for informatics competencies addressed ! Informatics Nurse (IN) - experience based ! Informatics Nurse Specialist (INS) - graduate level . variety of formats in all areas of practice. ! Standard 12. Leadership ! The informatics nurse .

Nursing informatics competencies can be defined as adequate knowledge, skills and abilities to perform specific informatics tasks (Hunter et al., 2013). 3. OBJECTIVE 1 NURSING INFORMATICS COMPETENCIES CONT'D Informatics competencies include three features: basic computer skills, informatics knowledge and

What is health informatics? Health informatics is a knowledge domain in its own right that sits at the intersection of health and informatics This is an emerging field in Australia and its participants are in the process of self-identification The definition of health informatics is not yet universally agreed and is still evolving

Informatics Meaning (Cont.') Used in conjunction with the name of a discipline, indicating an application of computer science and information science to the management and processing of data, information, and knowledge in the named discipline. Thus, we have different informatics including biomedical informatics, health informatics,

Ecology, disease ecology, ecotoxicology, conservation, climate science EDUCATION 2002 Ph.D., Ecology & Behavior - Binghamton University, Advisor: Dale Madison 1997 M.A. Teaching Biology - Binghamton University 1996 B.A. Biology & Environmental Studies (double degree) - Binghamton University RELEVANT POSITIONS HELD

2015-16 Faculty-Staff Handbook - page 1 2015-16 Faculty-Staff Handbook - Table of Contents The Faculty-Staff Handbook was last revised in August 2015. I.Binghamton University: General Information I.A. Board of Trustees. I.B. Chancellor of the State University of New York. I.C. Binghamton University Council I.D. Organization I.D.1. Office of .