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- W41377464 abstract "The qualification problem may be the most fundamental difficulty in formalizing common sense knowl- edge in general, and in formalizing knowledge about action in particular. This position paper argues that the qualification problem is intrinsically computational as opposed to represen- tational. This does not imply that explicit, formal, knowledge has no role in the production of commonsensical behaviour, but it does imply that the qualification problem cannot be solved using currently available representation formalisms. For a future representation formalism to help in solving the qualification problem, it will be vital for it to possess a context mechanism. Artificial intelligence research has a history of wishful think- ing. In the 1950s the hope was that the right heuristic search algorithms, if only they could be found, would suffice to ex- plain and duplicate human problem-solving skills. Another hope arose after it became clear that large quanti- ties of initial knowledge were necessary in problem-solving: that this knowledge could be acquired by a natural language understanding program which could be written after relatively simple principles of syntax and semantics were elucidated. Neither of these hopes has been realized, but wishful think- ing springs eternal, and many researchers still hope that it is possible somehow to obtain the benefits of possessing a large mass of common sense knowledge without actually stating all the knowledge formally. 1" @default.
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- W41377464 date "1995-01-01" @default.
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- W41377464 title "On Solving the Qualification Problem" @default.
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