Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Bridging the Gap: A Genre Analysis of Weblogs
HICSS '04 Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 4 - Volume 4
netWorker - From bits to hits
On the Bursty Evolution of Blogspace
World Wide Web
Query chains: learning to rank from implicit feedback
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
A Self-Organizing Search Engine for RSS Syndicated Web Contents
ICDEW '06 Proceedings of the 22nd International Conference on Data Engineering Workshops
Finding advertising keywords on web pages
Proceedings of the 15th international conference on World Wide Web
Improved annotation of the blogosphere via autotagging and hierarchical clustering
Proceedings of the 15th international conference on World Wide Web
Improving web search ranking by incorporating user behavior information
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Ranking Pages by Topology and Popularity within Web Sites
World Wide Web
BlogRank: ranking weblogs based on connectivity and similarity features
AAA-IDEA '06 Proceedings of the 2nd international workshop on Advanced architectures and algorithms for internet delivery and applications
Efficient Monitoring Algorithm for Fast News Alerts
IEEE Transactions on Knowledge and Data Engineering
Web search enhancement by mining user actions
Information Sciences: an International Journal
Improvements of webometrics by using sentiment analysis for better accessibility of the web
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
A path-based approach for web page retrieval
World Wide Web
Topic based photo set retrieval using user annotated tags
Multimedia Tools and Applications
Ontology-based blog collection and profile-based personalised ranking
International Journal of Computer Applications in Technology
Feature identification for topical relevance assessment in feed search engines
Intelligent Data Analysis
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Blogs are increasingly accepted as a useful means to proliferate a variety of information on the web. As the popularity of blogs grows rapidly, a number of blog search engines have appeared recently to help users access and discover blog posts efficiently. Nevertheless, existing approaches tend to focus on ranking the blog posts according to their recency or popularity only, leaving the problem of retrieving more topic relevant posts to a user's query largely unexplored. In this paper, we present a novel blog ranking framework, called PTRank, that improves search quality by taking account of relevance feedback from users as well as various information available from RSS feeds. A neural network method is employed to learn ranking functions that provide a relevance score between a keyword and a blog post. Extensive experiments on real blog data have been conducted to validate the proposed ranking framework for blog post search, and the results indicate that PTRank performs significantly better than the existing popular approach.