paper-with-me

홈 › Papers

Dr. Watson type Artificial Intellect (AI) Systems

2021-06-23 · Saveli Goldberg, Stanislav Belyaev, Vladimir Sluchak

The article proposes a new type of AI system that does not give solutions directly but rather points toward it, friendly prompting the user with questions and adjusting messages. Models of AI human collaboration can be deduced from the classic literary example of interaction between Mr. Holmes and Dr. Watson from the stories by Conan Doyle, where the highly qualified expert Mr. Holmes answers questions posed by Dr. Watson. Here Mr. Holmes, with his rule-based calculations, logic, and memory management, apparently plays the role of an AI system, and Dr. Watson is the user. Looking into the same Holmes-Watson interaction, we find and promote another model in which the AI behaves like Dr. Watson, who, by asking questions and acting in a particular way, helps Holmes (the AI user) make the right decisions. We call the systems based on this principle "Dr. Watson-type systems." The article describes the properties of such systems and introduces two particular: Patient Management System for intensive care physicians and Data Error Prevention System.

📄 PDF Abstract BibTeX arXiv:2106.13322

Code (0)

등록된 구현이 없습니다.

Tasks

ManagementVocal Bursts Type Prediction

Similar Papers 제목 키워드 기반

Formalization of Dialogue in the Decision Support System of Dr. Watson Type

2024-07-27 · Saveli Goldberg, Vladimir Sluchak

The article further develops and formalizes a theory of friendly dialogue in an AI System of Dr. Watson type, as proposed in our previous publication[4],[19]. The main principle of this type of AI is to guide the user to…

A Novel Exploration of Diffusion Process based on Multi-types Galton-Watson Forests

2022-03-17 · Yanjiao Zhu, Qilin Li, Wanquan Liu, Chuancun Yin 외

Diffusion is a commonly used technique for spreading information from point to point on a graph. The rationale behind diffusion is not clear. And the multi-types Galton-Watson forest is a random model of population growt…

Binary Galton-Watson trees with mutations

2025-01-19 · Qiao Huang, Nicolas Privault

We consider a family of marked binary Galton-Watson trees that can model individual types in population genetics, by allowing for mutation and reversion in discrete and continuous time. We derive a recursive formula for …

AI in Software Engineering: Case Studies and Prospects

2023-09-27 · Lei Wang

Artificial intelligence (AI) and software engineering (SE) are two important areas in computer science. In recent years, researchers are trying to apply AI techniques in various stages of software development to improve …

Decision Making

Heterogeneous Treatment Effect with Trained Kernels of the Nadaraya-Watson Regression

2022-07-19 · Andrei V. Konstantinov, Stanislav R. Kirpichenko, Lev V. Utkin

A new method for estimating the conditional average treatment effect is proposed in the paper. It is called TNW-CATE (the Trainable Nadaraya-Watson regression for CATE) and based on the assumption that the number of cont…

regressionTransfer Learning