Which of the following options is or are the winner of the Turing Award for the contribution of "Developing expert systems that encode human knowledge to solve real-world problems."?

Question

BlackTom AI · Accepted Answer

To address the question, first identify what the prompt is asking: the winner(s) of the Turing Award for the contribution of developing expert systems that encode human knowledge to solve real-world problems.
Option 1: Judea Pearl. While Pearl is a renowned AI researcher recognized for probabilistic reasoning and causality, his Turing Award was awarded for different contributions, not specifically for expert systems encoding human knowledge for real-world problem solving.
Option 2: Marvin Minsky and John McCarthy. Both pioneers in AI, with significant foundational work, but their Turing Award recognitions cover broader AI milestones rather than the particular contribution described in the prompt, i.e., expert systems encoding human expertise.
Option 3: Yoshua Bengio, Geoffrey Hinton, and Yann LeCun. These researchers are celebrated for deep learning advances and are recent Turing Award laureates for machine learning breakthroughs, not the development of traditional expert systems that encode human knowledge for real-world use cases.
Option 4: Ed Feigenbaum and Raj Reddy. This pair is associated with the classic era of expert systems, where knowledge bases and rule-based reasoning were developed to tackle real-world problems, aligning closely with the described contribution. Feigenbaum’s work on expert systems (notably the Dendral and expert-system frameworks) and Reddy’s AI and robotic reasoning efforts fit the stated criterion.
Taken together, the options can be judged by aligning each laureate’s recognized contribution with the specific description in the question. The incorrect options correspond to other major themes in AI—probabilistic causality, foundational AI theory, or modern deep learning—none of which match the “expert systems encoding human knowledge” emphasis. The remaining option matches the historical record of the Turing Award recipients tied to expert-system development.
Therefore, option 4 correctly matches the described contribution, while options 1–3 describe different emphases in AI history and laureates not tied to this particular award citation.

Which of the following options is or are the winner of the Turing Award for the contribution of "Developing expert systems that encode human knowledge to solve real-world problems."? 单项选择题

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