semantic network

DataFunSummit

Jul 24, 2022 · Artificial Intelligence

Construction and Applications of a Traditional Chinese Medicine Knowledge Graph

This report details the concept, systematic construction process, and diverse applications of a large‑scale Traditional Chinese Medicine (TCM) knowledge graph, illustrating how semantic standards, ontology engineering, and graph databases enable intelligent retrieval, recommendation, and clinical decision support across multiple TCM sub‑domains.

AIClinical Decision SupportKnowledge Graph

0 likes · 15 min read

Construction and Applications of a Traditional Chinese Medicine Knowledge Graph

DataFunTalk

Jul 9, 2022 · Artificial Intelligence

Education Knowledge Graph: Opportunities and Challenges

The article provides a comprehensive overview of education knowledge graphs, explaining their definition, significance, diverse application scenarios such as smart textbooks, deep reading, subject insight, and intelligent services, while also analyzing technical challenges like data heterogeneity, granularity, multimodality, quality control, and proposing future research directions.

Intelligent TutoringKnowledge GraphMultimodal

0 likes · 25 min read

Education Knowledge Graph: Opportunities and Challenges

DataFunTalk

Jan 6, 2022 · Artificial Intelligence

Deep Application‑Driven Construction of Medical Knowledge Graphs

This article presents a comprehensive overview of medical knowledge graph development, covering global and domestic progress, domain characteristics, a detailed seven‑piece ontology and "Huizhi" graph construction process, platform support, and real‑world healthcare applications such as intelligent alerts, guideline recommendations, and data reporting.

Medical Knowledge Graphartificial intelligencedata integration

0 likes · 11 min read

Deep Application‑Driven Construction of Medical Knowledge Graphs

DataFunTalk

Aug 22, 2021 · Artificial Intelligence

Fundamentals and Applications of Knowledge Graphs

The article provides a comprehensive overview of knowledge graphs, covering their background, definitions, evolution, core concepts such as entities, attributes, and relationships, and illustrating typical applications across medical, finance, government, e‑commerce, and chatbot domains.

AIKnowledge Graphbig data

0 likes · 16 min read

Fundamentals and Applications of Knowledge Graphs

Tencent Cloud Developer

Sep 1, 2019 · Artificial Intelligence

Fundamentals and Practical Implementation of Knowledge Graphs and Attribute Extraction

The article surveys the evolution and core components of knowledge graphs—from early Linked Data concepts to modern semantic networks—detailing the end‑to‑end pipeline of data acquisition, cleaning, extraction, and fusion, and showcases Tencent Cloud’s Merak framework and encyclopedia KG, highlighting model choices, performance benchmarks, and real‑world applications such as recommendation and intelligent Q&A.

AIBERTKnowledge Graph

0 likes · 13 min read

Fundamentals and Practical Implementation of Knowledge Graphs and Attribute Extraction