Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Effective site finding using link anchor information
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
The Importance of Prior Probabilities for Entry Page Search
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
ACM SIGIR Forum
Query type classification for web document retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Understanding user goals in web search
Proceedings of the 13th international conference on World Wide Web
Automatic identification of user goals in Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Automatic search engine performance evaluation with click-through data analysis
Proceedings of the 16th international conference on World Wide Web
Survey and evaluation of query intent detection methods
Proceedings of the 2009 workshop on Web Search Click Data
Identifying the Intent of a User Query Using Support Vector Machines
SPIRE '09 Proceedings of the 16th International Symposium on String Processing and Information Retrieval
Language identification of search engine queries
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Automatic Search Engine Performance Evaluation with the Wisdom of Crowds
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Building Decision Trees to Identify the Intent of a User Query
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Incorporating web browsing activities into anchor texts for web search
Information Retrieval
Scalable multi-dimensional user intent identification using tree structured distributions
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Incorporating user feedback into name disambiguation of scientific cooperation network
WAIM'11 Proceedings of the 12th international conference on Web-age information management
A multi-faceted approach to query intent classification
SPIRE'11 Proceedings of the 18th international conference on String processing and information retrieval
Unsupervised transactional query classification based on webpage form understanding
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Adaptive time-to-live strategies for query result caching in web search engines
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Fidelity, Soundness, and Efficiency of Interleaved Comparison Methods
ACM Transactions on Information Systems (TOIS)
Name disambiguation in scientific cooperation network by exploiting user feedback
Artificial Intelligence Review
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We report on a study that was undertaken to better identify users’ goals behind web search queries by using click through data. Based on user logs which contain over 80 million queries and corresponding click through data, we found that query type identification benefits from click through data analysis; while anchor text information may not be so useful because it is only accessible for a small part (about 16%) of practical user queries. We also proposed two novel features extracted from click through data and a decision tree based classification algorithm for identifying user queries. Our experimental evaluation shows that this algorithm can correctly identify the goals for about 80% web search queries.