GEAR: A General Inference Engine for Automated MultiStrategy Reasoning
نویسندگان
چکیده
The pervasive use of AI today caused an urgent need for human-compliant approaches and solutions that can explain their behavior decisions in human-understandable terms, especially critical domains, so as to enforce trustworthiness support accountability. symbolic/logic approach supports this because it aims at reproducing human reasoning mechanisms. While much research has been carried out on single inference strategies, overall combine them is still missing. This paper claims the a new merges all named MultiStrategy Reasoning. Based analysis automated AI, selects suitable setting approach, reviews most promising proposed proposes possible combination deduction, abduction, abstraction, induction, argumentation, uncertainty analogy. It also introduces GEAR (General Engine Automated Reasoning) engine, developed implement vision.
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ژورنال
عنوان ژورنال: Electronics
سال: 2023
ISSN: ['2079-9292']
DOI: https://doi.org/10.3390/electronics12020256