Cinefilia Demo - EGEE User Forum 2009
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Can't decide what movie to watch tonight? Let grid computing choose for you. Check out the movie-choosing demonstration, presented by Leandro NEUMANN CIUFFO of INFN - http://www.youtube.com/watch?v=bxwdiC5yIKI The demo was presented as part of the Enabling Grids for E-sciencE (EGEE) User Forum in Catania. More on EGEE at http://www.eu-egee.org/
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Cinefilia Demo - EGEE User Forum 2009
- 1. Can I Recommend a movie for you? Now, on this booth! Get movie recommendations using the Grid
- 2. Using Grids to support Recommender Systems DEMO
- 4. www.canalcinefilia.com.br - rating movies
- 5. MySQL www
- 9. Rating Matrix 390 users X 900 movies ~ 351,000 comparisons per user
- 10. User’s neighborhood 0.9 0.8 0.7 0.6 0.5 0.4 0.3 1 Pearson Correlation -1 < r < 1
- 11. Will the user enjoy the movie “Yes Man” ? Generating the recommendations User’s neighborhood This repeats for every movie not rated 0.9 0.8 0.6 0.4 0.3 Weighted mean Rating Prediction generated
- 12. Implementation on the Grid
- 13. MySQL www
- 14. Grid UI .JDL LFC
- 15. SE SE
- 16. Grid UI Input sandbox Recommender.class Start.sh mdclient.config
- 17. Grid UI WMS
- 18. CE 1 CE 2 CE n WN WN WN SE SE
- 19. Version I
- 20. CE 1 CE 2 CE n WN WN WN .SQL .SQL .SQL .SQL .SQL .SQL .SQL .SQL .SQL
- 21. Grid UI WMS Output sandbox .SQL .SQL .SQL
- 22. MySQL www
- 23. Version II
- 24. CE 1 CE 2 CE n WN WN WN AMGA
- 25. MySQL www
- 26. Version III (future work)
- 27. CE 1 CE 2 CE n WN WN WN GRelC API GRelC API GRelC API
- 28. MySQL www
- 29. The End Thank you! [email_address] http://applications.eu-eela.eu/application_details.php?ID=59