ComputingComputer ScienceInformation RetrievalRecommender SystemsText AnalyticsContent-based RecommendationSocial MediaSocial RecommendationNews RecommendationNews Recommendation SystemsSocial Media News Sharing
Digg is a social news website that lets people submit articles to share their favorite web pages (e.g. blog postings or news articles) and vote the articles posted by others. Digg service currently lists the articles in the front page by popularity without considering each user's preference to the topics in the articles. Helping users to find the most interesting Digg articles tailored to each user's own interests will be very useful, but it is not an easy task to classify the articles according to their topics in order to recommend the articles differently to each user.
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Item-based collaborative filtering recommendation algorithms
Badrul Sarwar, George Karypis, Joseph A. Konstan et al. · 2001 · 9K citations
Probabilistic Latent Semantic Indexing
Thomas Hofmann · ACM SIGIR Forum · 2017 · 4.1K citations
Probabilistic latent semantic indexing
Thomas Hofmann · 1999 · 3.9K citations · Full text