Automatic classification of Web queries using very large unlabeled query logs
ACM Transactions on Information Systems (TOIS)
Repeatable evaluation of search services in dynamic environments
ACM Transactions on Information Systems (TOIS)
Analysis of varying approaches to topical web query classification
Proceedings of the 3rd international conference on Scalable information systems
A statistical comparison of tag and query logs
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Improving accuracy for identifying related PubMed queries by an integrated approach
Journal of Biomedical Informatics
Optimal distance bounds for fast search on compressed time-series query logs
ACM Transactions on the Web (TWEB)
Online community information seeking: The queries of three communities in Southwestern Ontario
Information Processing and Management: an International Journal
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
A word at a time: computing word relatedness using temporal semantic analysis
Proceedings of the 20th international conference on World wide web
User k-anonymity for privacy preserving data mining of query logs
Information Processing and Management: an International Journal
Data Mining and Knowledge Discovery
Mining search intents for collaborative cyberporn filtering
Journal of the American Society for Information Science and Technology
Factors influencing the response rate in social question and answering behavior
Proceedings of the 2013 conference on Computer supported cooperative work
How do users grow up along with search engines?: a study of long-term users' behavior
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Objectionable content filtering by click-through data
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining search and browse logs for web search: A Survey
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Recent and robust query auto-completion
Proceedings of the 23rd international conference on World wide web
Investigating query bursts in a web search engine
Web Intelligence and Agent Systems
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The authors review a log of billions of Web queries that constituted the total query traffic for a 6-month period of a general-purpose commercial Web search service. Previously, query logs were studied from a single, cumulative view. In contrast, this study builds on the authors' previous work, which showed changes in popularity and uniqueness of topically categorized queries across the hours in a day. To further their analysis, they examine query traffic on a daily, weekly, and monthly basis by matching it against lists of queries that have been topically precategorized by human editors. These lists represent 13% of the query traffic. They show that query traffic from particular topical categories differs both from the query stream as a whole and from other categories. Additionally, they show that certain categories of queries trend differently over varying periods. The authors key contribution is twofold: They outline a method for studying both the static and topical properties of a very large query log over varying periods, and they identify and examine topical trends that may provide valuable insight for improving both retrieval effectiveness and efficiency. © 2007 Wiley Periodicals, Inc.