Blog (Bazaar)

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Blog (Bazaar)

  1. 1. BLOG (BAZAAR) A Blog Recommender System By: Bijaya Rath Sriti Kumar
  2. 2. PROBLEM STATEMENT <ul><li>To create a social network of bloggers and recommend them blogs according to their interests. </li></ul>
  3. 3. Recap: <ul><li>Identify a domain (Technocrati – web 2.0) </li></ul><ul><li>Create a Social Network based using FOAF. </li></ul><ul><li>Based on Data Collected design the Recommender System. </li></ul>
  4. 4. Algorithm for Recommender System <ul><li>Find friends of the user. </li></ul><ul><li>Find friends of the user’s friends. </li></ul><ul><li>Get Tags from the user and compare with the friends collected in Step 2. </li></ul><ul><li>If more than 5 tags match select the blog. </li></ul><ul><li>Order the blogs based on authority,rank and number of comments. </li></ul><ul><li>Order of preference: Authority, Number of comments and Rank </li></ul>
  5. 5. Data Analysis <ul><li>Total User: 107 </li></ul><ul><li>Total Tags: 1823 </li></ul><ul><li>Number of posts pages crawled: 50 (each) </li></ul>
  6. 6. Social Network
  7. 7. Cont..
  8. 8. <ul><li>DEMO !! </li></ul>
  9. 9. Future Work <ul><li>Can be more effective if we have more widespread data. </li></ul><ul><li>Recommendation can be better if we also capture the user’s web surfing history . </li></ul>

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