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Recommendation Algorithms #14

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jacobdanovitch opened this issue Nov 22, 2021 · 1 comment
Open
1 of 4 tasks

Recommendation Algorithms #14

jacobdanovitch opened this issue Nov 22, 2021 · 1 comment
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@nair-p @jacobdanovitch
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enhancement New feature or request P1
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Term Paper

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jacobdanovitch commented Nov 22, 2021 •
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  • Random
  • Centrality
  • Embeddings
  • Community Detection
@jacobdanovitch jacobdanovitch self-assigned this Nov 22, 2021
@jacobdanovitch jacobdanovitch added the enhancement New feature or request label Nov 22, 2021
@jacobdanovitch jacobdanovitch added this to the Term Paper milestone Nov 22, 2021
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jacobdanovitch commented Jan 4, 2022 •
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  • Instead of just PPR, maybe try to parameterize the centrality measure to allow use of degree/eigenvector/Katz/etc as well
  • Stretch: CD-based heuristic with some voting strategy (eg, nodes from most common community among viewed nodes)
    • This could sit on top of other providers as well (eg, take nodes with highest eigenvector centrality from most common community)
  • Stretch: Embedding-based heuristic with some voting strategy

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