{"product_id":"abductive-inference-models-for-diagnostic-problem-solving-von-yun-peng-james-a-reggia","title":"Abductive Inference Models for Diagnostic Problem-Solving","description":"Making a diagnosis when something goes wrong with a natural or m- made system can be difficult. In many fields, such as medicine or electr- ics, a long training period and apprenticeship are required to become a skilled diagnostician. During this time a novice diagnostician is asked to assimilate a large amount of knowledge about the class of systems to be diagnosed. In contrast, the novice is not really taught how to reason with this knowledge in arriving at a conclusion or a diagnosis, except perhaps implicitly through ease examples. This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction. Abduction is defined to be a process of generating a plausible explanation for a given set of obs- vations or facts. Although mentioned in Aristotle's work, the study of f- mal aspects of abduction did not really start until about a century ago.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9780387973432\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461264507\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9780387973432","offer_id":50704153030,"sku":"9780387973432","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9781461264507","offer_id":39415044538461,"sku":"9781461264507","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/9a15e233-ea2f-4b0d-a5e9-0198e50fb8cb.jpg?v=1755663608","url":"https:\/\/shop.autorenwelt.de\/en\/products\/abductive-inference-models-for-diagnostic-problem-solving-von-yun-peng-james-a-reggia","provider":"Autorenwelt Shop","version":"1.0","type":"link"}