Building a Vector Space Model for Movies
IMDB recommendation-network analysis: expand a Kaggle movie set by scraping “People who liked this also liked…” links and visualize how titles cluster.
The write-up, Rmd, and network plot live in the public repositories below.
Artifacts
Recommendation network
Expand a movie set along “people who liked this also liked…” links and see how titles cluster.
Plot-keyword vector space
Compare movies and actors with cosine similarity and Euclidean distance.
Idea in one line
Recommendations define edges; the graph (and optional embeddings) show neighborhoods of taste — a vector-space / network cousin of clustering notes.