NOTES.md

TODO:

• can we build a causal graph of the provenance?

  • https://www.pywhy.org/dowhy/v0.11.1/

• target publications:

  • https://drops.dagstuhl.de/entities/issue/TGDK-volume-1-issue-1

• impl a semantic random walk from a source KG

• link entities for lemmas, noun chunks using MediaWiki lookups?

  • apply default semantics: skos:related

• eval clustering/community detection for GOR?

  • https://github.com./MengLiuPurdue/LocalGraphClustering

• RAG example

  • https://docs.llamaindex.ai/en/latest/examples/index_structs/knowledge_graph/KuzuGraphDemo.html#query-with-embeddings

• extend GOR to replicate NodePiece/ULTRA ?

• reify GOR, then use FastRP to generate embeddings?

  • https://github.com./Knorreman/fastRP

• eval community detection to condense nodes using k-medoids?

  • https://medium.com/neo4j/clustering-graph-data-with-k-medoids-3b6a67ea0873

• add conda packaging

  • https://conda.github.io/grayskull/

• SPARQL the DBPedia/Wikidata equivs

• other NER/RE:

  • https://github.com./dwadden/dygiepp?tab=readme-ov-file#pretrained-models

• check out https://github.com./wikipedia2vec/wikipedia2vec

• link sense2vec synonyms; make affordances for UI to annotate synonyms