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.
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 ...
