Advanced users:
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Check out how to build this project in Eclipse here .
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Information on setting up Neo4j (community edition) can be found here.
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You can upload (new) pathway data yourself from Eclipse to Neo4j. Follow the order of the java classes (1 to 4) to perform the data download from RDF format (class 1), integration between databases (class 2), upload to Neo4j (class 3) and shortest path query (class 4).
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Writing new queries on the existing data can be a bit easier following these tips.
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The CyNeo4j App code can be found here.