In software engineering, domain knowledge is knowledge about the environment in which the target system operates, for example, software agents. Domain knowledge usually must be learned from software users in the domain (as domain specialists/experts), rather than from software developers.

Feb 17, 2023 · Domain knowledge is defined as the knowledge of a specific, specialized discipline, profession, or activity, in contrast to general knowledge. In other words, the term …

Sep 2, 2023 · Domain knowledge is understanding, ability and information that applies to a specific topic, profession or activity. The term is commonly used to describe the knowledge of experts in a particular area.

Jan 5, 2025 · Domain knowledge is not just about having a basic understanding of a particular subject or topic. It is a nuanced and specialized understanding that goes beyond surface-level knowledge.

Mar 26, 2025 · Domain knowledge is the understanding of a specific industry, discipline or activity. Anyone can have domain knowledge in any subject, even those outside their job industry. Domain knowledge can be hobbies, passions, personal research topics, professions or …

Aug 31, 2020 · Domain knowledge can help us understand how our data are collected and hence, the appropriate methods for preprocessing. With domain knowledge, we will also have guidance on what features might be helpful to our model.

Apr 5, 2024 · Expertise in a particular sector or business, known as domain knowledge, is essential for machine learning (ML) and data science. This paper investigates the deep influence of domain knowledge on machine learning models, its significance in data science, and how it improves model performance.

Feb 7, 2025 · Domain knowledge refers to knowledge of a specific field or specialized discipline. It includes specific skills, resources, software, processes, knowledge, and experience related to an industry.

Domain knowledge refers to the specialized knowledge or expertise in a specific field or domain that is utilized during various stages of a process, including as an input before the discovery phase, during the interactive discovery phase, or after the …

Mar 4, 2025 · In this article, we answer the question "What is domain knowledge?", discuss what domains are, explore the importance of domain knowledge and describe how to improve domain knowledge.