Research on Diagnosis and Improvement of Mathematical Operation Literacy Based on the Domain Knowledge Graph

A systematic literature review of knowledge graph construction and application in education

“…The construction of a domain KG for primary school mathematical operation literacy to assist in the assessment and improvement of students' mathematical skills was proposed in Ref. [ 120 ]. In this KG, the authors represented and organized primary school mathematical operation literacy knowledge, including knowledge dimensions, cognitive goals, and abilities.…”

“… #e: 239 #r: 521 Case study •Poor evaluation metrics, •Potential limitations in scalability of the approach to larger datasets or different subject areas. [ 120 ] Primary school mathematical operation literacy Concept mapping with the domain knowledge Hybrid Educational materials related to primary school mathematical operation literacy. N/A Case study •Lacks details on the technical aspects of constructing the KG, •It also does not provide quantitative data on the size and complexity of the KG, •The paper does not discuss potential challenges or limitations in implementing the KG in real educational settings.…”