topicsensitivepagerank

By making PageRank topic-sensitive, we avoid the prob- lem of heavily linked pages getting highly ranked for queries for which they have no particular ...

By making PageRank topic-sensitive, we avoid the prob- lem of heavily linked pages getting highly ranked for queries for which they have no particular authority ...

Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search. The original PageRank algorithm for improving the ranking of search-query ...

To yield more accurate search results, we propose computing a set of PageRank vectors, biased us- ing a set of representative topics, to capture more accurately.

In this work, we discuss both Query-Sensitive and Topic-Sentive Ranking algorithm, called Topic-Driven PageRank (TDPR), to inquire general documents based ...

The PageRank algorithm, introduced by Page et al. [], precomputes a rank vector that provides a priori importance estimates for all of the pages on the Web.

Page 2. 0 234567894 63 ! # $ % & '(&) . *0+, $ -./0 1.2-3452560 7 ... Page 3. 012 41567 482 9 4 9 140 4 48 12 2 4 4 0 014 5601 5217 1 5217 42 4 2 05 ...

For ordinary keyword search queries, we compute the topic-sensitive PageRank scores for pages satisfying the query using the topic of the query keywords. For ...