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TwitterFeedRank

TwitterFeedRank. Nick Flacco Dalton Huynh Abhishek Jha Phong Lam. What is Twitter?. Market and Competitors. Overview. TwitterFeedRank provides an easier and more powerful way of searching tweets Keyword Search Personalized Search. Crawler. Crawl with Twitter API

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TwitterFeedRank

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  1. TwitterFeedRank • Nick Flacco • Dalton Huynh • Abhishek Jha • Phong Lam

  2. What is Twitter?

  3. Market and Competitors

  4. Overview • TwitterFeedRank provides an easier and more powerful way of searching tweets • Keyword Search • Personalized Search

  5. Crawler • Crawl with Twitter API • 20,000 requests per hour • Weekly crawls • Link Graph for computing rank

  6. Indexer • Lucene • Indexing and Searching • Feeds as Documents • (UserId, screen name) • (UserId, FeedRank) • (UserId, TweetId, Tweet/Status, Date)

  7. Ranker • Computed from link graph created during crawl • PageRank for Twitter Feeds • Index each user with their computed rank in Lucene • Results are sorted using FeedRank

  8. Analyzer • Find tweets from your friends-of-friends • Use common friends among your friends

  9. Web UI • Features • Keyword Search • Personalized Search • Technologies • PHP, Lucene (Java)

  10. Future Work • Improved Feed Recommendation • Using the 16 categories in OpenDirectory to classify tweets • Train Naive-Bayes Classifier • Predict category of a given tweet • Improve FeedRank • Factor in number of retweets and/or mentions

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