Knowledge Graph

Weedon, Daniel B.; Olsen, Daniel

Knowledge Graph

dc.contributor.author	Weedon, Daniel B.	en
dc.contributor.author	Olsen, Daniel	en
dc.date.accessioned	2021-05-14T01:15:52Z	en
dc.date.available	2021-05-14T01:15:52Z	en
dc.date.issued	2021-05-03	en
dc.description.abstract	The knowledge graph project is a two-component project: the first component is concerned with the back end Grakn.AI while the second component deals with the front end service registration. The goal of the project is to build a knowledge graph that represents how user information goals are connected to one another. The knowledge graph is connected to a workflow management system that allows developers to register their services and add them to the knowledge graph. A knowledge graph is a directed graph data model that stores interlinked entities. Storing data into the knowledge graph allows you to see how this data is connected with other entities in the graph as well as how they are connected. Through this we see the power of a fully fleshed-out knowledge graph. A user may wish to complete a task but has no knowledge about how to complete this task or the tools needed to do so. They can use the knowledge graph and query for this task and thus retrieve the workflow necessary to perform this task including the input files, output files, libraries, functions, and environments. During this project, research was conducted on both the back end and the front end. On the back end, our team researched how to search through the knowledge graph with Grakn. The front end searched for a suitable method to visualize the knowledge graph. As a result, the Grakn database is able to query the knowledge graph and a Python API is connected to Grakn to allow the front end to display an update to date version of the knowledge graph.	en
dc.description.notes	- KnowledgeGraphReport.pdf - A PDF version of our Knowledge Graph Report. It details the work our team has done during the Spring 2021 semester. - KnowledgeGraphReport.zip - A ZIP file which contains the LaTeX project of our Knowledge Graph Report. It details the work our team has done during the Spring 2021 semester. - KnowledgeGraphPresentation.pdf - A PDF version of our team's final presentation which describes the work our team has done on the project during the Spring 2021 semester. - KnowledgeGraphPresentation.pptx - A PowerPoint version of our team's final presentation which describes the work our team has done on the project during the Spring 2021 semester.	en
dc.identifier.uri	http://hdl.handle.net/10919/103271	en
dc.language.iso	en_US	en
dc.publisher	Virginia Tech	en
dc.rights	CC0 1.0 Universal	en
dc.rights.uri	http://creativecommons.org/publicdomain/zero/1.0/	en
dc.subject	Knowledge graph	en
dc.subject	Visualization	en
dc.subject	Grakn.AI	en
dc.subject	Grakn	en
dc.subject	Workflow	en
dc.title	Knowledge Graph	en
dc.type	Presentation	en
dc.type	Report	en