Live briefing
Everything about Knowledge acquisition
Process used to define the rules and ontologies required for a knowledge-based system
Knowledge acquisition is the process used to define the rules and ontologies required for a knowledge-based system. The phrase was first used in conjunction with expert systems to describe the initial tasks associated with developing an expert system, namely finding and interviewing domain experts and capturing their knowledge via rules, objects, and frame-based ontologies. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Knowledge acquisitionA 5-minute orientation
- Skim a recent paper: A Survey on Knowledge Graphs: Representation, Acquisition, and ApplicationsInfluential work since 2022
- Pick up a classic book: NASA/DoD aerospace knowledge diffusion research projectThe most-reprinted book on the subject
- Read the landmark paper: A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.Cited 3,633 times
- Go sideways: Ontology learningA closely related topic
- Go sideways: Knowledge extractionA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.
The acquisition of knowledge.
Strategies of Knowledge Acquisition
Design for acquisition: principles of knowledge-system design to facilitate knowledge acquisition
Strategies for Knowledge Acquisition
Elaboration and knowledge acquisition
External knowledge acquisition processes in knowledge‐intensive clusters
Knowledge Life Cycle, Knowledge Inventory, and Knowledge Acquisition Strategies*
🆕 Influential since 2022
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
How do green knowledge management and green technology innovation impact corporate environmental performance? Understanding the role of green knowledge acquisition
Capitalizing online knowledge networks: from individual knowledge acquisition towards organizational achievements
Acquisition of chess knowledge in AlphaZero
Linking knowledge acquisition, knowledge dissemination, and manufacturing SMEs’ sustainable performance: the mediating role of knowledge application
📚 Books worth reading
NASA/DoD aerospace knowledge diffusion research projectThomas E. Pinelli · 1990
Statistical data mining and knowledge discoveryHamparsum Bozdogan · 2003
Foundations of knowledge acquisitionSusan Chipman · 1992
Intelligent Knowledge-Based SystemsCornelius T. Leondes · 2004
Constructive Knowledge AcquisitionFranz Schmalhofer · 1997
Knowledge acquisition for expert systemsAnna Hart · 1986
Knowledge Science, Engineering and ManagementSongmao Zhang, Martin Wirsing · 2007- 📕Talking about ThinkingLeda Berio · 2021
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Ontology learning Ontology learning (ontology extraction, ontology augmentation generation, ontology generation, or ontology acquisition) is the automatic or semi-automatic…
- Knowledge extraction Knowledge extraction is the creation of knowledge from structured (relational databases, XML) and unstructured (text, documents, images) sources. The resulting…
- Knowledge engineering Knowledge engineering (KE) refers to all aspects involved in knowledge-based systems. One of the first examples of an expert system was MYCIN, an application…
- Social Semantic Web The concept of the Social Semantic Web subsumes developments in which social interactions on the Web lead to the creation of explicit and semantically…
- Question answering Question answering (QA) is a computer science discipline within the fields of information retrieval and natural language processing (NLP) that is concerned…
- Knowledge representation and reasoning Knowledge representation (KR) aims to model information in a structured manner to formally represent it as knowledge in knowledge-based systems whereas…
- Outline of natural language processing Natural language processing is computer activity in which computers are entailed to analyze, understand, alter, or generate natural language. This includes…
- Ontology engineering In computer science, information science and systems engineering, ontology engineering is a field which studies the methods and methodologies for building…