TY - CHAP
T1 - Understanding human decision making - A fundamental step towards effective intelligent decision support
AU - Pomerol, Jean Charles
AU - Adam, Frederic
PY - 2008
Y1 - 2008
N2 - As researchers try to accumulate knowledge in artificial intelligence (AI), towards developing better models and artefacts to embody complex decision making processes based on the characteristics of human decision making, we are reminded that at the beginning of this whole endeavour our intellectual ancestors -Newell and Simon (1972) for instance, had warned that a comprehensive understanding of human decision making would be required if AI was to yield substantial benefits. In wondering whether this has been achieved, we trace back the accumulated knowledge in the area of human decision making from the work of Savage through to that of Simon and we critically assess whether we have reached the required critical mass in our understanding of human decisions. Such knowledge development is a requisite benchmark to measure the progress of research in artificial intelligence, as illustrated by the other chapters in this book.
AB - As researchers try to accumulate knowledge in artificial intelligence (AI), towards developing better models and artefacts to embody complex decision making processes based on the characteristics of human decision making, we are reminded that at the beginning of this whole endeavour our intellectual ancestors -Newell and Simon (1972) for instance, had warned that a comprehensive understanding of human decision making would be required if AI was to yield substantial benefits. In wondering whether this has been achieved, we trace back the accumulated knowledge in the area of human decision making from the work of Savage through to that of Simon and we critically assess whether we have reached the required critical mass in our understanding of human decisions. Such knowledge development is a requisite benchmark to measure the progress of research in artificial intelligence, as illustrated by the other chapters in this book.
UR - https://www.scopus.com/pages/publications/40449100405
U2 - 10.1007/978-3-540-76829-6_1
DO - 10.1007/978-3-540-76829-6_1
M3 - Chapter
AN - SCOPUS:40449100405
SN - 9783540768289
T3 - Studies in Computational Intelligence
SP - 3
EP - 40
BT - Intelligent Decision Making
A2 - Phillips-Wren, Gloria
A2 - Ichalkaranje, Nikhil
A2 - Jain, Lakhmi
ER -