DocumentCode :
2347130
Title :
Human-centric Computing Paradigms, Computing with Words, and Intelligent Decision Support Systems
Author :
Kacprzyk, Janusz
Author_Institution :
Polish Acad. of Sci., Warsaw
fYear :
2007
fDate :
9-12 Sept. 2007
Firstpage :
2790
Lastpage :
2790
Abstract :
Summary form only given. First, we briefly present the essence of some new computing paradigms that try to attain a synergy, and bridge the gap between the human user and computer systems, notably the so-called: human centric computing, human centered computing, human computing, etc. We present a brief account of modern approaches to real world decision making, emphasize the concept of a decision making process that involves more factors and aspects like: the use of explicit and tacit knowledge, intuition, individual habitual domains, non-trivial rationality, different paradigms, etc. We advocate the need for computer based decision support systems. After a short presentation of their history and classification, we indicate that decision support systems should incorporate some sort of "intelligence", and we first briefly mention some views of intelligence in an individual and collective perspective. We indicate possible advantages of using those new human-centered computing paradigms in the decision making and support context, and advocate soft computing, notably Zadeh\´s computing with words (and perceptions) as a tools that makes it possible to merge the ideas presented like: human centric computing, decision making processes, intelligent decision support, etc. Finally, we show an example of our own implementation of a data/document driven decision support system in which, first, Zadeh\´s computing with words and perceptions paradigm is employed via linguistic database summaries, elements of business intelligence and Web intelligence.
Keywords :
decision making; decision support systems; human computer interaction; Zadeh computing with words; decision making; human-centric computing paradigm; intelligent decision support system; perceptions paradigm; soft computing; Biographies; Books; Computer science; Decision making; Decision support systems; Deductive databases; Fuzzy control; Fuzzy logic; Humans; Intelligent systems; Plenary Lecture;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
EUROCON, 2007. The International Conference on "Computer as a Tool"
Conference_Location :
Warsaw
Print_ISBN :
978-1-4244-0813-9
Electronic_ISBN :
978-1-4244-0813-9
Type :
conf
DOI :
10.1109/EURCON.2007.4400223
Filename :
4400223
Link To Document :
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