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Btp 3rd Report
The document discusses a music recommendation system project that uses content-based filtering and collaborative filtering techniques. Content-based filtering extracts features from songs to find similar songs based on acoustic content. Collaborative filtering matches users based on similar tastes and ratings to generate recommendations. The project has developed a website using Ruby on Rails for the frontend and Python for the backend. Current work involves completing the collaborative filtering approach and exploring query by humming algorithms.
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The document lists 10 categories for nominations in 2010: 1) Person of the Year, 2) Publication of the Year, 3) Discovery of the Year, 4) Fight Club, 5) Mobility, 6) Special Nomination for TC, 7) Special Nomination for RT, 8) Special Nomination for RF, 9) History, and 10) Inspiration. Each category provides brief descriptions of the nominees without announcing the winners.
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The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
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Btp 3rd Report
The document discusses a music recommendation system project that uses content-based filtering and collaborative filtering techniques. Content-based filtering extracts features from songs to find similar songs based on acoustic content. Collaborative filtering matches users based on similar tastes and ratings to generate recommendations. The project has developed a website using Ruby on Rails for the frontend and Python for the backend. Current work involves completing the collaborative filtering approach and exploring query by humming algorithms.
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The document lists 10 categories for nominations in 2010: 1) Person of the Year, 2) Publication of the Year, 3) Discovery of the Year, 4) Fight Club, 5) Mobility, 6) Special Nomination for TC, 7) Special Nomination for RT, 8) Special Nomination for RF, 9) History, and 10) Inspiration. Each category provides brief descriptions of the nominees without announcing the winners.
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The document lists nominations for awards in 2012 in 7 categories: 1) Person of the Year, 2) Meeting of the Year, 3) Victory of the Year, 4) Innovation of the Year, 5) Presentation of the Year, 6) Opening of the Year, and 7) Inspiration. It then provides descriptions and photos for each category's nominees and past winners. The end suggests potential nominations for 2013, including Demino, Spring Smarty, a Trip to Hong Kong, DSPA, Seliger Summer School, a Schedule, Fall Smarty, and New Year's Eve on December 21st, 2013.
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The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
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The document discusses a music recommendation system being developed by group G6. It describes extracting audio features from music to create feature vectors for clustering songs and recommending similar songs. It also discusses using a seed song to generate automatic playlists and improving recommendations by incorporating user preferences, listening histories, and feedback. Limitations include lack of user data and the expense of clustering large feature vectors. Future work may include gathering implicit user data and improving the recommendation algorithm.
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