Patterns of search: analyzing and modeling Web query refinement
UM '99 Proceedings of the seventh international conference on User modeling
Combining evidence for automatic web session identification
Information Processing and Management: an International Journal - Issues of context in information retrieval
Journal of the American Society for Information Science and Technology
Image querying by image professionals: Research Articles
Journal of the American Society for Information Science and Technology
Generating query substitutions
Proceedings of the 15th international conference on World Wide Web
Extracting semantic relations from query logs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Patterns of semantic relations to improve image content search
Web Semantics: Science, Services and Agents on the World Wide Web
Data mining of search engine logs
Journal of the American Society for Information Science and Technology
The effects of transparency on trust in and acceptance of a content-based art recommender
User Modeling and User-Adapted Interaction
Query suggestions using query-flow graphs
Proceedings of the 2009 workshop on Web Search Click Data
Patterns of query reformulation during Web searching
Journal of the American Society for Information Science and Technology
From "Dango" to "Japanese Cakes": Query Reformulation Models and Patterns
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Analyzing and evaluating query reformulation strategies in web search logs
Proceedings of the 18th ACM conference on Information and knowledge management
Analysis of multiple query reformulations on the web: The interactive information retrieval context
Information Processing and Management: an International Journal
Investigating variation in querying behavior for image searches on the web
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
USEWOD2011: 1st international workshop on usage analysis and the web of data
Proceedings of the 20th international conference companion on World wide web
Usage analysis and the web of data
ACM SIGIR Forum
From search session detection to search mission detection
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
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We present a method that exploits 'linked data' to determine semantic relations between consecutive user queries. Our method maps queries onto concepts in linked data and searches the linked data graph for direct or indirect relations between the concepts. By comparing relations between large numbers of user queries, we identify semantic modification patterns. The application of this method to the logs of an image search engine revealed interesting usage patterns, such as that users often search for two entities sharing a property (e.g., two players from the same team). These patterns can be used to generate query suggestions. Results of preliminary experiments show that the patterns enable us to generate suggestions for more queries than a method purely based on search-log statistics.