History of health informatics
|
|
|
- John Edmund Mills
- 10 years ago
- Views:
Transcription
1 History of health informatics BRANKO CESNIK Those who cannot remember the past are condemned to repeat it. George Santayana ( ) American philosopher, poet In considering a history of Health Informatics it is important to be aware that the discipline encompasses a wide array of activities, products, research and theories. Health Informatics is as much a result of evolution as planned philosophy, having its roots in the histories of information technology and medicine. The process of its growth continues so that today s work is tomorrow s history. A historical discussion of the area is its history to date, a report rather than a summation. As well as its successes, the history of Health Informatics is populated with visionary promises that have failed to materialise despite the best intentions. For those studying the subject or working in the field, the experiences of others use of Information Technologies for the betterment of health care can provide a necessary perspective. This chapter starts by noting some of the major events and people that form a technological backdrop to Health Informatics and ends with some thoughts on the future. History of computing While thousands of individuals have been part of the evolution of computing in the last century, some perspective on the history of computing development is useful in understanding the current level of development and sophistication (or lack of it) in today s computing environment. The desire to represent information in ways that allow real world issues to be more easily managed has been a common pursuit for centuries. As far back as in the 17 th century Wilhelm Von Liebnitz was advocating the idea that it might be possible to represent the entire nature of human behaviour in some codified form. This principle still forms the basis on which many software developers, especially in medicine, view coding. That is, if we developed a fine enough coding system, then all things may be classified (not that Herr Liebnitz was in possession of tools that could assist in this desire). The first example of how such tools might be created and the uses to which they could be put can reliably be ascribed to Charles Babbage in the 19 th Century. It is generally agreed that Mr Babbage created the first computer, a mechanical device aimed at solving mathematical problems. The machine never succeeded in functioning as desired and he stumbled from 1/5
2 HISTORY OF HEALTH INFORMATICS funding source to funding source (Kings, Queens and heads of State). The issue of whether or not his analytical engine could ever have succeeded is moot, however his machine not only still exists, but has also been recreated in an attempt to settle the argument. It appears that, if accurate enough engineering techniques had been available, his life work could have succeeded. The above two historical figures highlight the fact that the principles underlying today s use of computers has been around for a very long time. The punch card system devised by Herman Hollerith in the 1890 s to manage the United States census data demonstrates the effectiveness of technologies that do not use the microchip capabilities of today. This system was so successful that it was still being used after World War II. It involved hundreds of workers developing the ability to punch cards and also to pass long needles through trays of such cards to perform data analysis. Even when digital (electronic) computers were developed, punch cards were still used as the major form of data input, as any computer science student of the 50 s and 60 s can verify. Despite the development of ever increasingly powerful computers over this time, it was not until the end of the 1960 s that this technique finally was laid to rest. Computers The electronic computer The need for information management during World War II spurred the development of electronic computers. The first digital or electronic computer was ENIAC, created in the 1940 s. This device occupied a large room and ran on valves with enormous power consumption and remains at the Smithsonian institute as a reminder of the scale of change in this century. Post WWII computers continued to evolve in speed, capacity, sophistication and reliability, they also continued to reduce in size. Due to the specialised environments, space and support needed to run these devices, the concept of mainframe computing evolved. Mainframe computing implies a central computer which supports users at distance through the provision of dumb terminals. Note that the idea of computing at distance (via a terminal) only occurred in the late 40 s and early 50 s. This centralised form of computing services supported by an Information Management Service (IMS) remained the norm until the late 60 s, early 70 s. In the late 1950 s Ledley and Lusted, living in a world of now powerful new computing devices, where among many who recognised the potential of computer-assisted medical decision making. While access, cost, and implementation were seen as limiting the ability to provide such support in a widely available fashion, the belief was evident that increasing computational power could be harnessed to model, assist and enhance health care. While the dumb terminal - mainframe model of computing services was not able to adequately address this desire, the coming years would see the personal computer become a reality, initially as the minicomputer. The emergence of minicomputers in the late 60 s provided what were, in essence, stripped down mainframes with their own storage ability, aimed at supporting a small number of local user and promising a future of personal computing. These were still very expensive but were a major leap forward from the distributed, dumb terminal philosophy of previous 2/5
3 decades. So enthusiastic were many of the proponents of minicomputers that advertisements from the 60 s and 70 s described the desirability for Medical Practitioners to purchase them to improve their office and patient management. The promise that such technologies could so intimately assist health professionals at a personal level remains today. That promise is satisfied more often today than then but disappointment often remains even with current advanced systems. Microcomputers arrive The highly personal availability of computing technologies became more possible with the advent of the microcomputer. The Apple II microcomputer (6502 chip, monochrome display, tape or floppy storage) provided the first real personal computer, Whilst many other microcomputers existed (Tandy, Commodore, Zenith etc) this was the first that encouraged average users to indulge in programming and the production of software on a large scale destined for personal use. While these machines initially penetrated the home / hobbyist market rather than business, the introduction of the program VISICALC (the first, functional, spreadsheet program) altered the perception of microcomputers and their usefulness. The business world suddenly had a powerful new tool for financial modelling offering a familiar paradigm (an accounting sheet) with the power of microcomputer based technologies behind it. Such applications did not escape the attention of those responsible for the financial management of health care. As for all aspects of society, the personal computer found its way into practice environments, hospital systems, organisations working in epidemiological work and a host of other health related areas. In 1982 IBM released the IBM PC (640K, cassette or floppy storage, colour display). It appears that IBM did not consider this machine as a serious project and that the explosion of clones, acceptance by business and the massive secondary industry generated by software developers was completely unpredicted. Initial projections were for a few thousand sales. The currently installed base of machines with this architecture is well into the millions. The release of the Macintosh computer (evolved from the Xerox PARC work and the Apple Lisa) offered a whole new principle in how users could interact with computers. Now called the WIMP interface (Windows, Icons, Mouse and Popdown menus), this was the first practical, commercially available, Graphic User Interface or GUI and its underlying philosophy can be attributed in large part to Douglas Engelbart, the inventor of the mouse as a pointing device. As these microcomputers became increasingly powerful and popular through the 1980 s IMS groups finally started agreeing that these toys should have some access to mainframes, usually if they agreed to behave as dumb terminals. Users also found the need to connect PC s together resulting in the development of Local Area Networks (LANs). Without an agreed standard for these endeavours we have the current situation with a wide (but reducing) number of ways to link PC s together. LAN structures now communicate with each other forming Wide Area Networks (WAN) with links into mainframe services. Overall, this progression of increasingly powerful, smaller and faster computing possibilities has resulted in the availability of the personal computer. Ideally, technology 3/5
4 HISTORY OF HEALTH INFORMATICS should be an additional tool for individuals providing connectivity to resources far greater than personal experience, education or traditional paper based repositories of information could provide. All of this is possible because of the development of the microchip or integrated circuit, predominantly developed by the companies INTEL and MOTOROLA. These chips are evolving at a rapid pace providing more and more processing power. These hardware advances are not matched by developments in software; processors spend much of their time doing nothing. The widespread adoption of the GUI interface, larger and more sophisticated software creations and the need to enhance the means whereby users interact with the computer means that the hoped for developments of handwriting and speech recognition in a highly interactive graphic environment are now occurring. Computer languages - telling the computer what to do The software programs have evolved along with the hardware base itself, although at differing rates. These languages range from telling the computer what to do at a very low level, such as assembly language, to much more abstracted means of representation provided by Object Orientated Systems, Natural language tools, Artificial Intelligence methodologies and a variety of others. In an inevitable progression, the increased hardware capabilities are used by developers to create more and more sophisticated means of communicating with the computer to manage information in more and more natural ways. While the above is promising, the actual tools we use on computers today are still in their infancy in many ways. The vast majority of computer human interaction is via the keyboard, itself an unfriendly legacy of the past. The QWERTY keyboard design aims to reduce typing speed so as to decrease the possibility of the letter hammers jamming, despite the fact that such typewriters are now museum pieces. Health care poses some of the greatest challenges for both the technologies and those seeking to apply them to patient care. Health care often deals with the most abstract of ideas such as well, pain, happy, sad. Health care also generates enormous volumes of information regarding the community and its needs. Thus understanding Health Informatics requires not only familiarity with the technology but, more importantly, insight into the nature in which health care delivery occurs. These questions are not yet answered but Health Informatics lays claim to some of the possible directions and solutions most likely to be of benefit. Health informatics - a discipline Health Informatics is often described as a new discipline. It has evolved to address the desires to apply and explore the uses of these relatively new tools for the better provision of health care. This is a bold claim with some merit. The successes of the field in living up to the claim have been less than expected and have, at times, disrupted the timely delivery of health care rather than enhanced it. This is not entirely surprising given the accelerating rate of change in technologies and the relatively young nature of a discipline which is now examining itself to clarify its role. Health Informatics began as Medical and Nursing Informatics during the 1970s, a period described by van Bemmel & Shortliffe (1986 p.x) as undergoing exponential development due to the growing availability of steadily less expensive hardware, more powerful software and the advent of microcomputers. 4/5
5 A gradual change from electronic data processing in health, through the use of informatics in medical care, to health informatics, is discernable from the types of papers presented at the three yearly World Congresses on Medical Informatics (Medinfo), which began in 1974 in Stockholm. The use of computers to support medical decision making, including artifical intelligence, was strong during the 1980s. The linkage of systems emerged in 1989 when multiple disciplines began to work together to develop integrated systems utilising new database technology and the power of networks. This produced synergistic applications where the whole became greater than the sum of its parts. The most popular papers presented at Medinfo 92 in Geneva were those on knowledge based work such as concepts, methodologies, software and other tools, systems and evaluations of systems and experiences (Mandil 1992 p.xxxiv). These congresses were organised by the International Medical Informatics Association (IMIA), which began as a special interest group of IFIP. While Health Informatics aims to articulate its place in health care, other health care professionals continue to adopt the technologies into their own areas. For example, the use of computing systems in radiological imaging is extensive. Amongst the lessons to be learned from the history of Health Informatics is that Health Informatics as a discipline must be cognisant of, and involved in, the aims and activities of health care itself. Technologies are becoming ubiquitous in their availability with ever increasingly powerful tools allowing health care workers to readily create systems for their own benefit. Health Informatics should communicate to the health care profession the lessons of its past, just as Health Informatics needs to learn from the work and activities of this same community. The benefits of the technology as well as the ability to demonstrate such benefits to others are becoming compulsory. The reasons for this include: the effect of computer usage by practitioners on patients themselves; the security of medical information; the need for new skills to be learned; and the price of the technology at a time when rising health care costs are an international concern. Health Informatics strives to enhance all aspects of health care at all times. If this is kept in mind, the lessons of history to date will be heeded and incorporated into the future of Information Technology in health care, rather than ignored. References van Bemmel J.H. and Shortliffe E.H Foreword to the Fifth World Congress on Medical Informatics (Medinfo 86) Proceedings edited by Salamon R., Blum B., Jorgensen M., North- Holland, Amsterdam. Mandil S.H From EDP in Health to Health Informatics. In: Proceedings of the Seventh World Congress on Medical Informatics edited by Lun K.C., Degoulet P., Piemme T.E., Rienhoff O., North-Holland, Amsterdam 5/5
Computer Science, Telecommunication, and Artificial Intelligence (Classes QA75-76.9, TK5101-TK6720, TK7800-TK7895, and Q334-Q390)
LIBRARY OF CONGRESS COLLECTIONS POLICY STATEMENTS ±² Collections Policy Statement Index Computer Science, Telecommunication, and Artificial Intelligence (Classes QA75-76.9, TK5101-TK6720, TK7800-TK7895,
CSCA0201 FUNDAMENTALS OF COMPUTING. Chapter 1 History of Computers
CSCA0201 FUNDAMENTALS OF COMPUTING Chapter 1 History of Computers 1 Topics 1. Definition of computer 2. Earliest computer 3. Computer History 4. Computer Generations 2 Definition of Computer Computer is
FIVE ERAS IN COMPUTER DEVELOPMENT Pre-History Electronics Mini Micro Network
FIVE ERAS IN COMPUTER DEVELOPMENT Pre-History Electronics Mini Micro Network PRE-HISTORY ERA The abacus is believed to have been invented in 4 th century B.C. PRE-HISTORY ERA The Antikythera mechanism,
lesson 1 An Overview of the Computer System
essential concepts lesson 1 An Overview of the Computer System This lesson includes the following sections: The Computer System Defined Hardware: The Nuts and Bolts of the Machine Software: Bringing the
Chapter 4 IT Infrastructure: Hardware and Software
1 Chapter 4 IT Infrastructure: Hardware and Software LEARNING TRACK 1: THE EVOLUTION OF IT INFRASTRUCTURE Evolution of IT Infrastructure: 1950 2005 The IT infrastructure in organizations today is an outgrowth
HUMAN COMPUTER INTERACTION. Course Convenor: Constantine Stephanidis
UNIVERSITY OF CRETE FACULTY OF SCIENCES AND ENGINEERING COMPUTER SCIENCE DEPARTMENT COURSE CS-464 (OPTIONAL) HUMAN COMPUTER INTERACTION Course Convenor: Constantine Stephanidis HY-464: Επικοινωνία Ανθρώπου
Cloud: It s not a nebulous concept
WHITEPAPER Author: Stuart James Cloud: It s not a nebulous concept Challenging and removing the complexities of truly understanding Cloud Removing the complexities to truly understand Cloud Author: Stuart
TYPES OF COMPUTERS AND THEIR PARTS MULTIPLE CHOICE QUESTIONS
MULTIPLE CHOICE QUESTIONS 1. What is a computer? a. A programmable electronic device that processes data via instructions to output information for future use. b. Raw facts and figures that has no meaning
CHAPTER 1: Our Digital Planet
CHAPTER 1: Our Digital Planet Multiple Choice: 1. One of the purposes of MySpace is to: A. play games. B. create personal Web sites. C. hear music videos. D. post photographs. Answer: B Reference: Creating
Chapter 01: Introduction. Lesson 02 Evolution of Computers Part 2 First generation Computers
Chapter 01: Introduction Lesson 02 Evolution of Computers Part 2 First generation Computers Objective Understand how electronic computers evolved during the first generation of computers First Generation
Connecting with Computer Science Chapter 1 Review:
Connecting with Computer Science Chapter 1 Review: Key Terms: Abacus: (6) Assembly Language: (13) A counting device with sliding beads. Used mainly for adding and subtracting. A Human-readable language
Definition of Computers. INTRODUCTION to COMPUTERS. Historical Development ENIAC
Definition of Computers INTRODUCTION to COMPUTERS Bülent Ecevit University Department of Environmental Engineering A general-purpose machine that processes data according to a set of instructions that
What is Medical Informatics? Sanda Harabagiu Human Language Technology Research Institute DEPARTMENT OF Computer Science [email protected].
What is Medical Informatics? Sanda Harabagiu Human Language Technology Research Institute DEPARTMENT OF Computer Science [email protected] Erroneous opinions and misconceptions There is great confusion
Managing the Cloud as an Incremental Step Forward
WP Managing the Cloud as an Incremental Step Forward How brings cloud services into your IT infrastructure in a natural, manageable way white paper [email protected] Table of Contents Accepting the
Fall 2009. Lecture 1. Operating Systems: Configuration & Use CIS345. Introduction to Operating Systems. Mostafa Z. Ali. [email protected].
Fall 2009 Lecture 1 Operating Systems: Configuration & Use CIS345 Introduction to Operating Systems Mostafa Z. Ali [email protected] 1-1 Chapter 1 Introduction to Operating Systems An Overview of Microcomputers
Build an effective data integration strategy to drive innovation
IBM Software Thought Leadership White Paper September 2010 Build an effective data integration strategy to drive innovation Five questions business leaders must ask 2 Build an effective data integration
Data Protection History, Evolution, Best Practices By Global Data Vault
Data Protection History, Evolution, Best Practices By Global Data Vault Introduction As business data processing has evolved, so have the methods and best practices for data protection. This white paper
Masters in Information Technology
Computer - Information Technology MSc & MPhil - 2015/6 - July 2015 Masters in Information Technology Programme Requirements Taught Element, and PG Diploma in Information Technology: 120 credits: IS5101
Science in History: From the Abacus to the Modern Computer Part 1: The Abacus
Part 1: The Abacus Even before humans could read or write, they needed to count. First they used their fingers, but when they had to deal with figures over ten, a counting device became necessary. Pebbles
Chapter 3. Basic Application Software. McGraw-Hill/Irwin. Copyright 2008 by The McGraw-Hill Companies, Inc. All rights reserved.
Chapter 3 Basic Application Software McGraw-Hill/Irwin Copyright 2008 by The McGraw-Hill Companies, Inc. All rights reserved. Competencies (Page 1 of 2) Discuss common features of most software applications
Chapter 1 Introduction to Enterprise Software
Chapter 1 Introduction to Enterprise Software What Is Enterprise Software? Evolution of Enterprise Software Enterprise Software and Component-Based Software Summary If you have heard of terms such as
Backup Software? Article on things to consider when looking for a backup solution. 11/09/2015 Backup Appliance or
11/09/2015 Backup Appliance or Backup Software? Article on things to consider when looking for a backup solution. Ray Quattromini FORTUNA POWER SYSTEMS LTD T: 01256 782030 E: [email protected] W: WWW.FORTUNADATA.COM
Computer Basics: Chapters 1 & 2
Computer Basics: Chapters 1 & 2 Definition of a Computer What does IPOS stand for? Input Process Output Storage Other types of Computers Name some examples of other types of computers, other than a typical
Management Challenge. Managing Hardware Assets. Central Processing Unit. What is a Computer System?
Management Challenge Managing Hardware Assets What computer processing and storage capability does our organization need to handle its information and business transactions? What arrangement of computers
Masters in Human Computer Interaction
Masters in Human Computer Interaction Programme Requirements Taught Element, and PG Diploma in Human Computer Interaction: 120 credits: IS5101 CS5001 CS5040 CS5041 CS5042 or CS5044 up to 30 credits from
Medical Informatics An Overview Saudi Board For Community Medicine
Medical Informatics An Overview Saudi Board For Community Medicine Ahmed AlBarrak PhD Medical Informatics Associate Professor of Health Informatics, Family & Community Med, Chairman, Medical Informatics,
Masters in Advanced Computer Science
Masters in Advanced Computer Science Programme Requirements Taught Element, and PG Diploma in Advanced Computer Science: 120 credits: IS5101 CS5001 up to 30 credits from CS4100 - CS4450, subject to appropriate
Masters in Artificial Intelligence
Masters in Artificial Intelligence Programme Requirements Taught Element, and PG Diploma in Artificial Intelligence: 120 credits: IS5101 CS5001 CS5010 CS5011 CS4402 or CS5012 in total, up to 30 credits
COMPUTER AND COMPUTERISED ACCOUNTING SYSTEM
MODULE - 2 Computer and Computerised Accounting System 12 COMPUTER AND COMPUTERISED ACCOUNTING SYSTEM With the expansion of business the number of transactions increased. The manual method of keeping and
Work Smarter, Not Harder: Leveraging IT Analytics to Simplify Operations and Improve the Customer Experience
Work Smarter, Not Harder: Leveraging IT Analytics to Simplify Operations and Improve the Customer Experience Data Drives IT Intelligence We live in a world driven by software and applications. And, the
AUTOMSOFT and POWER ANALYTICS - Data Center White Space Management Realized
Executive Summary Power Analytics has been a leading edge provider of analytical software for the Data Center market and related industries for over six years. In that time, Power Analytics has been involved
A Comparison of System Dynamics (SD) and Discrete Event Simulation (DES) Al Sweetser Overview.
A Comparison of System Dynamics (SD) and Discrete Event Simulation (DES) Al Sweetser Andersen Consultng 1600 K Street, N.W., Washington, DC 20006-2873 (202) 862-8080 (voice), (202) 785-4689 (fax) [email protected]
Agile Analytics: A Faster, Less Risky Approach To Tackling Big Data
Agile Analytics: A Faster, Less Risky Approach To Tackling Big Data Identify a high-potential business opportunity Determine enabling analytic methodologies Assess required data resources (internal and
Basic Concepts of Information Technology (IT)
Basic Concepts of Information Technology (IT) Objectives Define Computer and Identify the Four Basic Computing Functions Identify the Different Types of Computers Describe Hardware Devices and Their Uses
Topic: Overview of BMI. Baldi/Hayes/Smyth: Introduction to Biomedical Informatics: 1
Introduction to Biomedical Informatics Topic: Overview of BMI Funded by NIH Grant XYZ Baldi/Hayes/Smyth: Introduction to Biomedical Informatics: 1 Outline Introduction to the class Motivating example:
MODERN TRENDS IN THE USE OF EDUCATIONAL TECHNOLOGY IN THE CLASSROOM
MODERN TRENDS IN THE USE OF EDUCATIONAL TECHNOLOGY IN THE CLASSROOM 1 Dr. (Mrs.) Ann E. Umeh, Dr. (Mrs.) C.C. Nsofor Department of Science Education, Federal University of Technology, Minna Phone No: 08037031358
Bachelor of Bachelor of Computer Science
Bachelor of Bachelor of Computer Science Detailed Course Requirements The 2016 Monash University Handbook will be available from October 2015. This document contains interim 2016 course requirements information.
Social Informatics Today and Tomorrow: Status, Problems and Prospects of Development of Complex Lines in the Field of Science and Education
triplec 9(2): 460-465, 2011 ISSN 1726-670X http://www.triple-c.at Social Informatics Today and Tomorrow: Status, Problems and Prospects of Development of Complex Lines in the Field of Science and Education
Computer Science. Information. Computer Science - what s this? References - textbooks. Contact. Cezary Bolek [email protected]
Computer Science Cezary Bolek [email protected] University of Lodz Faculty of Management Department of Computer Science Contact Exam dr Cezary Bolek Information room 142, Department of Computer Science,
Australian Health Informatics Educational Framework
Australian Health Informatics Educational Framework Dr Sebastian Garde, Prof. Evelyn Hovenga, Faculty of Informatics and Communication, Central Queensland University, Rockhampton Health Professionals increasingly
THE FUTURE OF HIGHER EDUCATION A CANADIAN VIEW
THE FUTURE OF HIGHER EDUCATION A CANADIAN VIEW ACCESS INNOVATION COLLABORATION November 2015 www.contactnorth.ca Evolving Context 2 This is a time of change in higher education in Canada. David Agnew,
IBM Enterprise Content Management Product Strategy
White Paper July 2007 IBM Information Management software IBM Enterprise Content Management Product Strategy 2 IBM Innovation Enterprise Content Management (ECM) IBM Investment in ECM IBM ECM Vision Contents
BUSINESS PROCESS MODELING AND SIMULATION. Geoffrey Hook. Lanner Group The Oaks, 5 Clews Road Redditch. B98 7ST UK
Proceedings of the 2011 Winter Simulation Conference S. Jain, R.R. Creasey, J. Himmelspach, K.P. White, and M. Fu, eds. BUSINESS PROCESS MODELING AND SIMULATION Geoffrey Hook Lanner Group The Oaks, 5 Clews
COMPONENTS in a database environment
COMPONENTS in a database environment DATA data is integrated and shared by many users. a database is a representation of a collection of related data. underlying principles: hierarchical, network, relational
EUROPEAN UNIVERSITY OF LEFKE MANAGEMENT INFORMATION SYSTEMS DEPARTMENT COURSE DESCRIPTION
EUROPEAN UNIVERSITY OF LEFKE MANAGEMENT INFORMATION SYSTEMS DEPARTMENT COURSE DESCRIPTION Course Code : MIS 109 Lect. Hours: Wednesday @ 14.00 14.50 Course Title : Information Technology 15.00 15.50 Prerequisite
The Windows Telephony Application Programming Interface Combining the Power of the Computer With the Functionality of the Telephone.
The Windows Telephony Application Programming Interface Combining the Power of the Computer With the Functionality of the Telephone Backgrounder The Windows Telephony Application Programming Interface
Autonomic computing: strengthening manageability for SOA implementations
Autonomic computing Executive brief Autonomic computing: strengthening manageability for SOA implementations December 2006 First Edition Worldwide, CEOs are not bracing for change; instead, they are embracing
Trends in the Library Profession and the Impact of Technology at the Montgomery College Libraries
Trends in the Library Profession and the Impact of Technology at the Montgomery College Libraries Prepared by David Orenstein, MLS, MS The technology revolution has brought many changes to the way librarians
Configurable Workflow Management
Configurable Workflow Management Configurable Workflow Management Remko Noteboom, CoFounder and CTO, Southpaw Technology Page 1 Overview Today, every organization and company in the world is struggling
Unstructured Data Doubles Every 3 Months
Intelligent Document Management Unstructured Data Doubles Every 3 Months What Is Unstructured Data and Why Is It Important? Most people believe having information in digital format means they can find
Computer Performance. Topic 3. Contents. Prerequisite knowledge Before studying this topic you should be able to:
55 Topic 3 Computer Performance Contents 3.1 Introduction...................................... 56 3.2 Measuring performance............................... 56 3.2.1 Clock Speed.................................
COMPUTER BASICS. Seema Sirpal Delhi University Computer Centre
COMPUTER BASICS Seema Sirpal Delhi University Computer Centre What is a Computer? An electronic device that stores, retrieves, and processes data, and can be programmed with instructions. A computer is
Organizational Behavior Terminology and Concepts. By 1September 04
Organizational Behavior Terminology and Concepts By 1September 04 2004 Organizational Behavior Terminology and Concepts PAGE: 1 Outline: A) Introduction: The history of performance appraisal is rather
Chapter 1 Introduction to Computer-Aided Learning
1.1 What is Computer-Aided Learning? Computer-Aided Learning is a learning technique being employed in order to educate students via the use of computers. Computer-Aided Learning (CAL) is becoming a popular
The Role of the Operating System in Cloud Environments
The Role of the Operating System in Cloud Environments Judith Hurwitz, President Marcia Kaufman, COO Sponsored by Red Hat Cloud computing is a technology deployment approach that has the potential to help
Chapter 1. The largest computers, used mainly for research, are called a. microcomputers. b. maxicomputers. c. supercomputers. d. mainframe computers.
Chapter 1 CD-ROM stands for: a. Compact Disk Random Only Memory b. Compact Disk Read Only Memory c. Computer Device Read Only Memory d. Computer Disk Random Online Memory Control Unit (CU) is the a. Main
white paper Modernizing the User Interface: a Smarter View with Rumba+
white paper Modernizing the User Interface: a Smarter View with Rumba+ INTRODUCTION Organizations need to rapidly adapt in order to meet business demands. With a large percentage of businesscritical IT
Management Consulting Boutiques and Global Markets
Management Consulting Boutiques and Global Markets Antonella Negri Clementi * Abstract Boutique consultancy firms operate in global markets in selected areas in which they hold the strongest competencies
Enterprise-Wide Information Systems in the Modern Organization
Enterprise-Wide Information Systems in the Modern Organization Module SAP 1 1 ERP in Modern Business: Topics Historical Perspective of IS in Business Levels of IT in Organization Examine ERP s and SAP
(Academy of Economic Studies) Veronica Adriana Popescu (Academy of Economic Studies) Cristina Raluca Popescu (University of Bucharest)
24 (Academy of Economic Studies) Veronica Adriana Popescu (Academy of Economic Studies) Cristina Raluca Popescu (University of Bucharest) Abstract: the importance of computer science, with the most important
What humans had to do: Challenges: 2nd Generation SPC What humans had to know: What humans had to do: Challenges:
Moving to a fourth generation: SPC that lets you do your work by Steve Daum Software Development Manager PQ Systems, Inc. Abstract: This paper reviews the ways in which process control technology has moved
STUDY GUIDE CHAPTER 1
STUDY GUIDE CHAPTER 1 True/False Indicate whether the statement is true or false. 1. Digital technology has made it easy to produce copies of music with no loss of quality from the original. 2. Free source
Masters in Networks and Distributed Systems
Masters in Networks and Distributed Systems Programme Requirements Taught Element, and PG Diploma in Networks and Distributed Systems: 120 credits: IS5101 CS5001 CS5021 CS4103 or CS5023 in total, up to
Masters in Computing and Information Technology
Masters in Computing and Information Technology Programme Requirements Taught Element, and PG Diploma in Computing and Information Technology: 120 credits: IS5101 CS5001 or CS5002 CS5003 up to 30 credits
Operating System Software
Operating System Software Lecture 7 The operating system Defines our computing experience. First software we see when we turn on the computer, and the last software we see when the computer is turned off.
Accreditation of health informatics programs: How to accomplish? A.Hasman VP Special Affairs IMIA
Accreditation of health informatics programs: How to accomplish? A.Hasman VP Special Affairs IMIA Introduction There are many institutions throughout the world that provide one or more programs in (bio)medical
How To Build A Cloud Computer
Introducing the Singlechip Cloud Computer Exploring the Future of Many-core Processors White Paper Intel Labs Jim Held Intel Fellow, Intel Labs Director, Tera-scale Computing Research Sean Koehl Technology
Chapter 2: Project management as a profession. Content
Chapter 2: Content SYNOPSIS...2-9 2.1 THE PROJECT MANAGEMENT APPROACH...2-10 2.2 PROJECT MANAGEMENT AS A PROFESSION...2-11 2.2.1 Nature of a profession...2-11 2.2.2 Project Management Institution (PMI)...2-12
Align Sales and Marketing to Increase Sales
Align Sales and Marketing to Increase Sales Using an integrated marketing platform makes the lifecycle of the customer experience visible and measurable, allowing sales and marketing to share real-time
Online Computer Science Degree Programs. Bachelor s and Associate s Degree Programs for Computer Science
Online Computer Science Degree Programs EDIT Online computer science degree programs are typically offered as blended programs, due to the internship requirements for this field. Blended programs will
xiv MARC BENIOFF Chairman and CEO salesforce.com
Foreword I ve always wanted to start a company. I grew up watching my father build a chain of apparel stores, and I started my first business, Liberty Software, when I was 15. A friend and I wrote computer
When Computers really become Personal
When Computers really become Personal What is Consumerization of IT? The Consumerization of IT and what it means The term "consumerization" was first popularized in 20011 as a description for how innovation
Understanding the impact of the connected revolution. Vodafone Power to you
Understanding the impact of the connected revolution Vodafone Power to you 02 Introduction With competitive pressures intensifying and the pace of innovation accelerating, recognising key trends, understanding
COMPUTER SCIENCE AND ENGINEERING - Microprocessor Systems - Mitchell Aaron Thornton
MICROPROCESSOR SYSTEMS Mitchell Aaron Thornton, Department of Electrical and Computer Engineering, Mississippi State University, PO Box 9571, Mississippi State, MS, 39762-9571, United States. Keywords:
what operations can it perform? how does it perform them? on what kind of data? where are instructions and data stored?
Inside the CPU how does the CPU work? what operations can it perform? how does it perform them? on what kind of data? where are instructions and data stored? some short, boring programs to illustrate the
Chapter 2. Data Model. Database Systems: Design, Implementation, and Management, Sixth Edition, Rob and Coronel
Chapter 2 Data Model Database Systems: Design, Implementation, and Management, Sixth Edition, Rob and Coronel 1 In this chapter, you will learn: Why data models are important About the basic data-modeling
REGULATIONS FOR THE DEGREE OF BACHELOR OF SCIENCE IN BIOINFORMATICS (BSc[BioInf])
820 REGULATIONS FOR THE DEGREE OF BACHELOR OF SCIENCE IN BIOINFORMATICS (BSc[BioInf]) (See also General Regulations) BMS1 Admission to the Degree To be eligible for admission to the degree of Bachelor
A Review of Data Mining Techniques
Available Online at www.ijcsmc.com International Journal of Computer Science and Mobile Computing A Monthly Journal of Computer Science and Information Technology IJCSMC, Vol. 3, Issue. 4, April 2014,
3 rd GENERATION KNOWLEDGE MANAGEMENT and Beyond!
KNOWLEDGE MANAGEMENT TALKS: 3 rd GENERATION KNOWLEDGE MANAGEMENT and Beyond! Even given its short life span, Knowledge Management has clearly evolved through three distinct eras, and is already entering
Knowledge Management: A tool for Improving Government Performance
Knowledge Management: A tool for Improving Government Performance Page 1 of 5 Knowledge Management: A tool for Improving Government Performance by Brian D. Murrow and Victoria Adams What is Knowledge Management?
