Formal models for expert finding in enterprise corpora
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Voting for candidates: adapting data fusion techniques for an expert search task
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Hierarchical Language Models for Expert Finding in Enterprise Corpora
ICTAI '06 Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence
A Reviewer Recommendation System Based on Collaborative Intelligence
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A two-stage model for blog feed search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
ACM SIGIR Forum
Relevance stability in blog retrieval
Proceedings of the 2011 ACM Symposium on Applied Computing
TEMPER: a temporal relevance feedback method
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Learning models for ranking aggregates
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Blog feed search with a post index
Information Retrieval
Find me opinion sources in blogosphere: a unified framework for opinionated blog feed retrieval
Proceedings of the fifth ACM international conference on Web search and data mining
Blog opinion retrieval based on topic-opinion mixture model
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Utilizing local evidence for blog feed search
Information Retrieval
Employing document dependency in blog search
Journal of the American Society for Information Science and Technology
Foundations and Trends in Information Retrieval
Information Retrieval on the Blogosphere
Foundations and Trends in Information Retrieval
Diversity in blog feed retrieval
Proceedings of the 21st ACM international conference on Information and knowledge management
Choosing the right crowd: expert finding in social networks
Proceedings of the 16th International Conference on Extending Database Technology
New metric measure for the improvement of search results in microblogs
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Mining expertise and interests from social media
Proceedings of the 22nd international conference on World Wide Web
Generalizing diversity detection in blog feed retrieval
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
| Hi-index | 0.00 |
We address the task of (blog) feed distillation: to find blogs that are principally devoted to a given topic. The task may be viewed as an association finding task, between topics and bloggers. Under this view, it resembles the expert finding task, for which a range of models have been proposed. We adopt two language modeling-based approaches to expert finding, and determine their effectiveness as feed distillation strategies. The two models capture the idea that a human will often search for key blogs by spotting highly relevant posts (the Posting model) or by taking global aspects of the blog into account (the Blogger model). Results show the Blogger model outperforms the Posting model and delivers state-of-the art performance, out-of-the-box.