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Graph-based entity linking uses features of the graph topology or multi-hop connections between entities, which are hidden to simple text analysis. Han et al. propose the creation of a disambiguation graph (a subgraph of the knowledge base which contains candidate entities). [2]
The embedding of a knowledge graph translates each entity and relation of a knowledge graph, into a vector of a given dimension , called embedding dimension. [7] In the general case, we can have different embedding dimensions for the entities d {\displaystyle d} and the relations k {\displaystyle k} . [ 7 ]
Concept mapping and mind mapping software is used to create diagrams of relationships between concepts, ideas, or other pieces of information. It has been suggested that the mind mapping technique can improve learning and study efficiency up to 15% over conventional note-taking. [1]
In knowledge representation and reasoning, a knowledge graph is a knowledge base that uses a graph-structured data model or topology to represent and operate on data. Knowledge graphs are often used to store interlinked descriptions of entities – objects, events, situations or abstract concepts – while also encoding the free-form semantics ...
A cyclical dependency graph. A rule is an expression of the form n :− a 1, ..., a n where: . a 1, ..., a n are the atoms of the body,; n is the atom of the head.; A rule allows to infer new knowledge starting from the variables that are in the body: when all the variables in the body of a rule are successfully assigned, the rule is activated and it results in the derivation of the head ...
Obsidian is a personal knowledge base and note-taking software application that operates on Markdown files. [3] [4] [5] It allows users to make internal links for notes and then to visualize the connections as a graph. [6] [7] It is designed to help users organize and structure their thoughts and knowledge in a flexible, non-linear way. [8]
yEd is a general-purpose diagramming program with a multi-document interface.. It is a cross-platform application written in Java that runs on Windows, Linux, Mac OS, and other platforms that support the Java Virtual Machine.
An entity–relationship model (or ER model) describes interrelated things of interest in a specific domain of knowledge. A basic ER model is composed of entity types (which classify the things of interest) and specifies relationships that can exist between entities (instances of those entity types).