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INTELLIGENT SYSTEMS INFORMATION SOCIETY MOTIVATIONS M. Gams.

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Presentation on theme: "INTELLIGENT SYSTEMS INFORMATION SOCIETY MOTIVATIONS M. Gams."— Presentation transcript:

1 INTELLIGENT SYSTEMS INFORMATION SOCIETY MOTIVATIONS M. Gams

2 Intelligent systems ENGINEERING, TECHNOLOGY ARTIFICIAL INTELLIGENCE IN. SOCIETY

3 Major AI applications 30 Manufacturing and design 30 Business operations 25 Finance 12 Diagnostics and troubleshooting 12 Claims processing and auditing 11 Telephony 26 SW, military, space …

4 Plan Intelligent systems, agents Artificial intelligence Information society Internet,telecommunications HTML, XML, JavaScript, Java, tools Speech, communications, multimedia Practical – getting good jobs

5 Intelligent systems Engineering, invisible intelligence Practical directions, real-life problems Verified AI methods: rule-based systems, trees, expert systems, fuzzy systems, neural networks, genetic algorithms, hybrid systems Intelligent systems simulate human bureaucrats, expert systems simulate experts

6 Motivation I Society /human civilization is evolving into information society: electronic village, informatization, infosphere, electronic services People are expensive, computers cheap: computers work 24 hours a day, no vacations, network accessibility is worldwide, only 3% microprocessors in computers, an average car 16 microprocessors, exponential trend (faster, cheaper, more applications) Intelligent systems are more friendly, more flexible than classical systems (not truly intelligent, just a bit more than classical)

7 Motivation II - productivity Productivity increases – more work done with the same stuff or the same with less stuff New services – simple reasoning, learning, adaptation to each single user (on top of faster calculating, fast response time), never frustrated, more constant performance, Improved quality of work Dumb/rigid classical programs, computers / boring, humans non-constant performers Cost/benefit favorable for I.s. for some tasks - too difficult for classical, not too intelligent

8 Motivation III - benefits General trends – globalization, decreasing governmental spending, employment costs Introduction of I.s. enables restructuring – new functionality, new regulation; e- government = government over the Internet hard competition- for each workplace, everybody is evaluated constantly, many candidates for important good jobs Science, development, technology – additional advantage

9 Motivation IV - bureaucracy Specificity of bureaucratic tasks (information tasks) – good and bad: great number of users, repeating tasks, simple tasks, simple structure of tasks, low level of intelligence needed for typical tasks, mostly predefined Tasks still demand a certain level of understanding, flexibility and reasoning capabilities

10 Motivation V – typical tasks Small improvement – huge benefits US Internal Revenue Service (15 mio letters each year, after introduction of intelligent systems – no. of mistakes/errors from 33% to 10%; elections More user friendly – better ratings Internet is very appropriate for I.s. – always available, everywhere, …

11 Conclusion Intelligent systems apply AI methods and introduce intelligent services I.s. combine advantages of computer systems (cost, availability) with some human properties (simple engineering intelligence – learning, adapting, reasoning), and achieve better cost/benefit for several tasks Especially appropriate for mundane bureaucratic tasks in information society


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