Approximation algorithms for geometric problems
Approximation algorithms for NP-hard problems
Fab: content-based, collaborative recommendation
Communications of the ACM
Inferring Web communities from link topology
Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems
Multilevel k-way partitioning scheme for irregular graphs
Journal of Parallel and Distributed Computing
A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
On-line new event detection and tracking
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Distributional clustering of words for text classification
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Stemming and its effects on TFIDF ranking (poster session)
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchically Classifying Documents Using Very Few Words
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
On the bursty evolution of blogspace
WWW '03 Proceedings of the 12th international conference on World Wide Web
Using Automatic Clustering to Produce High-Level System Organizations of Source Code
IWPC '98 Proceedings of the 6th International Workshop on Program Comprehension
A System for new event detection
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Personalized Web Search For Improving Retrieval Effectiveness
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Machine Learning
An Accurate and Scalable Collaborative Recommender
Artificial Intelligence Review
Semantic blogging and decentralized knowledge management
Communications of the ACM - The Blogosphere
Conversations in the Blogosphere: An Analysis "From the Bottom Up"
HICSS '05 Proceedings of the Proceedings of the 38th Annual Hawaii International Conference on System Sciences (HICSS'05) - Track 4 - Volume 04
A personalized search engine based on web-snippet hierarchical clustering
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Correlation clustering with a fixed number of clusters
SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Automatic identification of user interest for personalized search
Proceedings of the 15th international conference on World Wide Web
Adaptive Web Search: Evolving a Program That Finds Information
IEEE Intelligent Systems
Diverse Topic Phrase Extraction through Latent Semantic Analysis
ICDM '06 Proceedings of the Sixth International Conference on Data Mining
Genetic Programming-Based Discovery of Ranking Functions for Effective Web Search
Journal of Management Information Systems
Seeking stable clusters in the blogosphere
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
BlogScope: a system for online analysis of high volume text streams
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
An analysis of the use of tags in a blog recommender system
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
What would it mean to blog on the semantic web?
Web Semantics: Science, Services and Agents on the World Wide Web
Personalization in multimedia retrieval: A survey
Multimedia Tools and Applications
Towards the taxonomy-oriented categorization of yellow pages queries
ACM Transactions on Internet Technology (TOIT)
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There is an increasing number of people reading, writing, and commenting on blogs. According to a recent survey made by Technorati, there are about 75,000 new blogs and 1.2 million new posts everyday. However, it is difficult and time consuming for a blog reader to find the most interesting posts in the huge and dynamic blog world. In this article, an online Personalized Blog Reader (PBR) system is proposed, which facilitates blog readers in browsing the coolest and newest blog posts of their interests by automatically clustering the most relevant stories. PBR aims to make a user's potential favorite topics always ranked higher than those nonfavorite ones. This is accomplished in the following steps. First, the system collects and provides a unified incremental index of posts coming from different blogs. Then, an incremental clustering algorithm with a flexible half-bounded window of observation is proposed to satisfy the requirements of online processing. It learns people's personalized reading preferences to present a user with a final reading list. The experimental results show that the proposed incremental clustering algorithm is effective and efficient, and the personalization of the PBR performs well.