KnowHax: HelioKNOW
Helio-KNOW: Heliophysics Data Exploration Platform
Interface for exploring heliophysics data through networks, tables, and timelines
Jun 2024
What it does
The project builds knowledge graphs to connect homeless individuals with support resources. The team developed two knowledge graph approaches alongside a front-end interface design to help users find services and assistance. The solution includes a prototype interface hosted on Surge that demonstrates how homeless individuals could navigate and access resource information through a user-friendly design.
How we built it
The team created two knowledge graph implementations: one using an LLM approach and another built in Neo4j with location data. They designed and prototyped a front-end user interface to present the resource information. The work combined knowledge graph development with UX/UI design to create an accessible experience for homeless individuals seeking support.
Impact
The project addresses gaps in connecting homeless individuals with available resources. By building knowledge graphs that organize and link support services, the solution aims to make it easier for people experiencing homelessness to find the assistance they need in real-time.
The challenge
Build dynamic knowledge graphs with explainable AI to connect homeless individuals with real-time resources.
See the challenge and leaderboardBuilt with
Neo4jLLMSurgeGitHub
Questions and answers
What knowledge graph approaches did the team build?
The team created two knowledge graph implementations: one using an LLM approach and another built in Neo4j that incorporates location data.
Can I see the working prototype?
Yes, the team deployed a front-end prototype at homeless-resource.surge.sh that demonstrates the user interface design.
What resources are available to review the work?
The team provided demonstration videos for both knowledge graph approaches, a walkthrough of the front-end design, a GitHub repository with their code, and a presentation deck explaining the solution.