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Willem Dafoe Robert Pattinson | ||
Willem Dafoe Kevin Bacon | ||
Willem Dafoe Ewan McGregor | ||
Amanda Seyfried Robert Pattinson | ||
Amanda Seyfried Kevin Bacon | ||
Octavia Spencer Ewan McGregor | ||
Octavia Spencer Sandra Bullock | ||
Amanda Seyfried Octavia Spencer |
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The Lighthouse Robert Pattinson | ||
The Lighthouse Willem Dafoe | ||
You should have left Kevin Bacon | ||
You should have left Amanda Seyfried | ||
Doctor Sleep Ewan McGregor | ||
BirdBox Sandra Bullock | ||
Ma Octavia Spencer | ||
Mamma Mia! Amanda Seyfried | ||
Letters to Juliet Amanda Seyfried | ||
In Time Amanda Seyfried | ||
Lovelave Amanda Seyfried | ||
Footloose Kevin Bacon | ||
Crazy, Stupid, Love Kevin Bacon | ||
Good Time Robert Pattinson | ||
Remember Me Robert Pattinson | ||
Cosmopolis Robert Pattinson | ||
Spider-Man Willem Dafoe | ||
Aquaman Willem Dafoe | ||
Van Gogh Willem Dafoe | ||
The Florida Project Willem Dafoe | ||
Trainspotting Ewan McGregor | ||
Moulin Rouge! Ewan McGregor | ||
Star Wars Ewan McGregor | ||
The Blind Side Sandra Bullock | ||
Miss Detective Sandra Bullock | ||
Oceans 8 Sandra Bullock | ||
Gravity Sandra Bullock | ||
The shape of water Octavia Spencer | ||
The Help Octavia Spencer |
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The Lighthouse Horror | ||
You should have left Horror | ||
Doctor Sleep Horror | ||
BirdBox Horror | ||
Ma Horror | ||
Mamma Mia! Comedy | ||
Mamma Mia! Romantic Comedy | ||
Letters to Juliet Comedy | ||
Letters to Juliet Romantic Comedy | ||
In Time Sci-fi | ||
Lovelave Drama | ||
Footloose Comedy | ||
Footloose Romantic Comedy | ||
Crazy, Stupid, Love Comedy | ||
Crazy, Stupid, Love Romantic Comedy | ||
Good Time Drama | ||
Good Time Action | ||
Remember Me Romantic Comedy | ||
Remember Me Drama | ||
Cosmopolis Thriller | ||
Cosmopolis Drama | ||
Spider-Man Action | ||
Aquaman Action | ||
Van Gogh Drama | ||
The Florida Project Drama | ||
Trainspotting Drama | ||
Moulin Rouge! Comedy | ||
Moulin Rouge! Romantic Comedy | ||
Moulin Rouge! Drama | ||
Star Wars Action | ||
Star Wars Sci-fi | ||
The Blind Side Drama | ||
Miss Detective Comedy | ||
Miss Detective Romantic Comedy | ||
Oceans 8 Action | ||
Gravity Sci-fi | ||
Gravity Drama | ||
The shape of water Drama | ||
The Help Drama |
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Anna Horror | ||
Anna Thriller | ||
Anna Action | ||
Luca Drama | ||
Luca Romantic Comedy | ||
Luca Comedy | ||
Francesco Thriller | ||
Renato Drama | ||
Renato Horror | ||
Renato Thriller | ||
Renato Romantic Comedy | ||
Renato Comedy | ||
Flavio Horror | ||
Flavio Sci-fi | ||
Flavio Thriller | ||
Flavio Action | ||
Anacleto Drama | ||
Anacleto Comedy | ||
Anacleto Romantic Comedy | ||
Ilaria Thiller | ||
Ilaria Action | ||
Chiara Sci-fi | ||
Chiara Action | ||
Chiara Thriller | ||
Chiara Drama | ||
Serena Comedy | ||
Serena Romantic Comedy | ||
Serena Drama | ||
Mario Horror | ||
Mario Sci-fi | ||
Mario Thriller |
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Anna The Lighthouse | ||
Anna Doctor Sleep | ||
Anna Ma | ||
Anna Spider-Man | ||
Anna Oceans 8 | ||
Luca Miss Detective | ||
Luca Moulin Rouge! | ||
Luca Mamma Mia! | ||
Luca Van Gogh | ||
Luca The Florida Project | ||
Francesco Cosmopolis | ||
Francesco In Time | ||
Renato Lovelace | ||
Renato Gravity | ||
Renato The Help | ||
Renato The shape of water | ||
Renato Ma | ||
Renato The Lighthouse | ||
Renato Mean Girls | ||
Renato Letters to Juliet | ||
Renato Mamma Mia! | ||
Flavio You should have left | ||
Flavio The Lighthouse | ||
Flavio Ma | ||
Flavio Doctor Sleep | ||
Flavio BirdBox | ||
Flavio In Time | ||
Flavio Star Wars | ||
Flavio Gravity | ||
Flavio Spider-Man | ||
Flavio Aquaman | ||
Flavio Oceans 8 | ||
Anacleto Footloose | ||
Anacleto Trainspotting | ||
Anacleto The shape of water | ||
Anacleto Crazy, Stupid, Love | ||
Anacleto Remember Me | ||
Anacleto Van Gogh | ||
Anacleto The Florida Project | ||
Anacleto Lovelace | ||
Ilaria Cosmopolis | ||
Ilaria Good Time | ||
Ilaria Star Wars | ||
Chiara Star Wars | ||
Chiara Aquaman | ||
Chiara Gravity | ||
Chiara The Help | ||
Chiara The Blind Side | ||
Serena Remember Me | ||
Serena Miss Detective | ||
Serena Mean Girls | ||
Serena Crazy, Stupid, Love | ||
Serena Mamma Mia! | ||
Serena Letters to Juliet | ||
Serena Footloose | ||
Mario The Lighthouse | ||
Mario Ma | ||
Mario BirdBox | ||
Mario Doctor Sleep | ||
Mario You should have left | ||
Mario In Time | ||
Mario Cosmopolis | ||
Mario Good Time |
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#graph_topology.yaml file | ||
--- | ||
integration.strategy: intersection | ||
initialization: kmeans | ||
metric: APS | ||
number.of.iterations: 100 | ||
type.of.masking: fully_random | ||
stop.criterion: relative_error | ||
score.threshold: 0.5 | ||
ranks: | ||
- dsname: movies | ||
k: 5 | ||
graph.datasets: | ||
- nodes.left: users | ||
nodes.right: genres | ||
filename: UsersToGenres.txt | ||
main: 0 | ||
- nodes.left: users | ||
nodes.right: movies | ||
filename: UsersToMovies.txt | ||
main: 1 | ||
- nodes.left: movies | ||
nodes.right: actors | ||
filename: MoviesToActors.txt | ||
main: 0 | ||
- nodes.left: movies | ||
nodes.right: genres | ||
filename: MoviesToGenres.txt | ||
main: 1 |
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#graph_topology.yaml file | ||
--- | ||
integration.strategy: intersection | ||
initialization: kmeans | ||
metric: APS | ||
number.of.iterations: 200 | ||
type.of.masking: fully_random | ||
stop.criterion: relative_error | ||
score.threshold: 0.5 | ||
graph.datasets: | ||
- nodes.left: users | ||
nodes.right: genres | ||
filename: UsersToGenres.txt | ||
main: 0 | ||
- nodes.left: users | ||
nodes.right: movies | ||
filename: UsersToMovies.txt | ||
main: 1 | ||
- nodes.left: movies | ||
nodes.right: actors | ||
filename: MoviesToActors.txt | ||
main: 0 | ||
- nodes.left: movies | ||
nodes.right: genres | ||
filename: MoviesToGenres.txt | ||
main: 1 |
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Original file line number | Diff line number | Diff line change |
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#graph_topology.yaml file | ||
--- | ||
integration.strategy: intersection | ||
initialization: svd | ||
metric: APS | ||
number.of.iterations: 100 | ||
type.of.masking: fully_random | ||
stop.criterion: relative_error | ||
score.threshold: 0.5 | ||
k_svd: 5 | ||
graph.datasets: | ||
- nodes.left: users | ||
nodes.right: genres | ||
filename: UsersToGenres.txt | ||
main: 0 | ||
- nodes.left: users | ||
nodes.right: movies | ||
filename: UsersToMovies.txt | ||
main: 1 | ||
- nodes.left: movies | ||
nodes.right: actors | ||
filename: MoviesToActors.txt | ||
main: 0 | ||
- nodes.left: movies | ||
nodes.right: genres | ||
filename: MoviesToGenres.txt | ||
main: 0 |
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---|---|---|
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#graph_topology.yaml file | ||
--- | ||
integration.strategy: intersection | ||
initialization: svd | ||
metric: APS | ||
number.of.iterations: 100 | ||
type.of.masking: fully_random | ||
stop.criterion: relative_error | ||
score.threshold: 0.5 | ||
ranks: | ||
- dsname: movies | ||
k: 5 | ||
- dsname: users | ||
k: 10 | ||
- dsname: actors | ||
k: 3 | ||
- dsname: genres | ||
k: 5 | ||
graph.datasets: | ||
- nodes.left: users | ||
nodes.right: genres | ||
filename: UsersToGenres.txt | ||
main: 0 | ||
- nodes.left: users | ||
nodes.right: movies | ||
filename: UsersToMovies.txt | ||
main: 1 | ||
- nodes.left: movies | ||
nodes.right: actors | ||
filename: MoviesToActors.txt | ||
main: 0 | ||
- nodes.left: movies | ||
nodes.right: genres | ||
filename: MoviesToGenres.txt | ||
main: 0 |
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Anacleto Mamma Mia! 0.5521479160810883 | ||
Anna In Time 0.5093657848418497 | ||
Chiara Ma 0.6041672387998268 | ||
Chiara The Lighthouse 0.60416162263411 | ||
Francesco Ma 0.5079585278884743 | ||
Francesco The Lighthouse 0.5079602577250371 |
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Flavio Cosmopolis 0.5425046807190408 | ||
Flavio Good Time 0.5930061928702267 | ||
Mario Gravity 0.640485703429494 |
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Mario Gravity 0.6506574734997079 |