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Blog (Bazaar)

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Education

Published on December 4, 2008

Author: sritikumar

Source: slideshare.net

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BLOG (BAZAAR) A Blog Recommender System By: Bijaya Rath Sriti Kumar

PROBLEM STATEMENT To create a social network of bloggers and recommend them blogs according to their interests.

To create a social network of bloggers and recommend them blogs according to their interests.

Recap: Identify a domain (Technocrati – web 2.0) Create a Social Network based using FOAF. Based on Data Collected design the Recommender System.

Identify a domain (Technocrati – web 2.0)

Create a Social Network based using FOAF.

Based on Data Collected design the Recommender System.

Algorithm for Recommender System Find friends of the user. Find friends of the user’s friends. Get Tags from the user and compare with the friends collected in Step 2. If more than 5 tags match select the blog. Order the blogs based on authority,rank and number of comments. Order of preference: Authority, Number of comments and Rank

Find friends of the user.

Find friends of the user’s friends.

Get Tags from the user and compare with the friends collected in Step 2.

If more than 5 tags match select the blog.

Order the blogs based on authority,rank and number of comments.

Order of preference: Authority, Number of comments and Rank

Data Analysis Total User: 107 Total Tags: 1823 Number of posts pages crawled: 50 (each)

Total User: 107

Total Tags: 1823

Number of posts pages crawled: 50 (each)

Social Network

Cont..

DEMO !!

DEMO !!

Future Work Can be more effective if we have more widespread data. Recommendation can be better if we also capture the user’s web surfing history .

Can be more effective if we have more widespread data.

Recommendation can be better if we also capture the user’s web surfing history .

 

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