On the reuse of past optimal queries
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic feedback using past queries: social searching?
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Agglomerative clustering of a search engine query log
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering user queries of a search engine
Proceedings of the 10th international conference on World Wide Web
Subject categorization of query terms for exploring Web users' search interests
Journal of the American Society for Information Science and Technology
Enriching web taxonomies through subject categorization of query terms from search engine logs
Decision Support Systems - Web retrieval and mining
Towards Automatic Generation of Query Taxonomy: A Hierarchical Query Clustering Approach
ICDM '02 Proceedings of the 2002 IEEE International Conference on Data Mining
Using Association Rules to Discover Search Engines Related Queries
LA-WEB '03 Proceedings of the First Conference on Latin American Web Congress
Learning to cluster web search results
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
The Wisdom of Crowds
Automatic Maintenance ofWeb Directories using Click-Through Data
ICDEW '06 Proceedings of the 22nd International Conference on Data Engineering Workshops
A web-based kernel function for measuring the similarity of short text snippets
Proceedings of the 15th international conference on World Wide Web
Query taxonomy generation for web search
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Query recommendation using query logs in search engines
EDBT'04 Proceedings of the 2004 international conference on Current Trends in Database Technology
Applications of web query mining
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Using the wisdom of the crowds for keyword generation
Proceedings of the 17th international conference on World Wide Web
Asymmetrical query recommendation method based on bipartite network resource allocation
Proceedings of the 17th international conference on World Wide Web
Logsonomy - social information retrieval with logdata
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Efficient top-k querying over social-tagging networks
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Context-aware query suggestion by mining click-through and session data
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning about the world through long-term query logs
ACM Transactions on the Web (TWEB)
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
Query-log mining for detecting spam
AIRWeb '08 Proceedings of the 4th international workshop on Adversarial information retrieval on the web
Inferring semantic query relations from collective user behavior
Proceedings of the 17th ACM conference on Information and knowledge management
The query-flow graph: model and applications
Proceedings of the 17th ACM conference on Information and knowledge management
Learning latent semantic relations from clickthrough data for query suggestion
Proceedings of the 17th ACM conference on Information and knowledge management
Tapping on the potential of q&a community by recommending answer providers
Proceedings of the 17th ACM conference on Information and knowledge management
Clique Analysis of Query Log Graphs
SPIRE '08 Proceedings of the 15th International Symposium on String Processing and Information Retrieval
The Metadata Triumvirate: Social Annotations, Anchor Texts and Search Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Predicting the News of Tomorrow Using Patterns in Web Search Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Query suggestions using query-flow graphs
Proceedings of the 2009 workshop on Web Search Click Data
Using query logs and click data to create improved document descriptions
Proceedings of the 2009 workshop on Web Search Click Data
Releasing search queries and clicks privately
Proceedings of the 18th international conference on World wide web
Proceedings of the 18th international conference on World wide web
Competitive analysis from click-through log
Proceedings of the 18th international conference on World wide web
User generated content: how good is it?
Proceedings of the 3rd workshop on Information credibility on the web
Quantifying Asymmetric Semantic Relations from Query Logs by Resource Allocation
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Query-page intention matching using clicked titles and snippets to boost search rankings
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
A generalized Co-HITS algorithm and its application to bipartite graphs
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Relating content through web usage
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Entropy-biased models for query representation on the click graph
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Smoothing clickthrough data for web search ranking
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Translating queries into snippets for improved query expansion
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
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
The Geographical Life of Search
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Study on the Click Context of Web Search Users for Reliability Analysis
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Building taxonomy of web search intents for name entity queries
Proceedings of the 19th international conference on World wide web
From capturing semantics to semantic search: a virtuous cycle
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Website privacy preservation for query log publishing
PinKDD'07 Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
Privacy-preserving query log mining for business confidentiality protection
ACM Transactions on the Web (TWEB)
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Query similarity by projecting the query-flow graph
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Exploiting click-through data for entity retrieval
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Clickthrough-based translation models for web search: from word models to phrase models
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Graph structures and algorithms for query-log analysis
CiE'10 Proceedings of the Programs, proofs, process and 6th international conference on Computability in Europe
Coniunge et impera: multiple-graph mining for query-log analysis
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
ICOODB'10 Proceedings of the Third international conference on Objects and databases
A model for automatic generation of multi-partite graphs from arbitrary data
WAIM'10 Proceedings of the 2010 international conference on Web-age information management
Incremental algorithms for effective and efficient query recommendation
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
Mining large query induced graphs towards a hierarchical query folksonomy
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
Exploiting statistical and relational information on the web and in social media
Proceedings of the fourth ACM international conference on Web search and data mining
The semantics of query modification
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Click-graph modeling for facet attribute estimation of web search queries
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Query rewriting using monolingual statistical machine translation
Computational Linguistics
USEWOD2011: 1st international workshop on usage analysis and the web of data
Proceedings of the 20th international conference companion on World wide web
A unified framework for recommending diverse and relevant queries
Proceedings of the 20th international conference on World wide web
Characterizing the usability of interactive applications through query log analysis
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Usage analysis and the web of data
ACM SIGIR Forum
Query reformulation mining: models, patterns, and applications
Information Retrieval
A unified representation of web logs for mining applications
Information Retrieval
Fine-grained class label markup of search queries
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Ranking class labels using query sessions
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Post-ranking query suggestion by diversifying search results
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Community assessment using evidence networks
MSM'10/MUSE'10 Proceedings of the 2010 international conference on Analysis of social media and ubiquitous data
Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion
ACM Transactions on Intelligent Systems and Technology (TIST)
Moving towards adaptive search in digital libraries
NLP4DL'09/AT4DL'09 Proceedings of the 2009 international conference on Advanced language technologies for digital libraries
Query-feature graphs: bridging user vocabulary and system functionality
Proceedings of the 24th annual ACM symposium on User interface software and technology
Suggestion set utility maximization using session logs
Proceedings of the 20th ACM international conference on Information and knowledge management
Proceedings of the 20th ACM international conference on Information and knowledge management
Behavior-driven clustering of queries into topics
Proceedings of the 20th ACM international conference on Information and knowledge management
Relevance feedback between hypertext and Semantic Web search: Frameworks and evaluation
Web Semantics: Science, Services and Agents on the World Wide Web
A framework for utilising usage trends in the crawling and indexing process of search engines
International Journal of Knowledge and Web Intelligence
The role of query sessions in extracting instance attributes from web search queries
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Generating suggestions for queries in the long tail with an inverted index
Information Processing and Management: an International Journal
A novel business cycle surveillance system using the query logs of search engines
Knowledge-Based Systems
Chapter 2: next generation web search
Search Computing
Automatically structuring domain knowledge from text: An overview of current research
Information Processing and Management: an International Journal
Learning from users' querying experience on intranets
Proceedings of the 21st international conference companion on World Wide Web
Enriching query flow graphs with click information
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Google+facebook: a social-network-optimized web search approach
iUBICOM'11 Proceedings of the 6th international conference on Ubiquitous and Collaborative Computing
Predicting epidemic tendency through search behavior analysis
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Adaptation of the concept hierarchy model with search logs for query recommendation on intranets
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Adaptive query suggestion for difficult queries
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Efficient query recommendations in the long tail via center-piece subgraphs
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Detecting and Tracking Topics and Events from Web Search Logs
ACM Transactions on Information Systems (TOIS)
Intent-aware temporal query modeling for keyword suggestion
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Mining query log graphs towards a query folksonomy
Concurrency and Computation: Practice & Experience
Semantics of query rewriting patterns in search logs
Proceedings of the fifth workshop on Exploiting semantic annotations in information retrieval
Learning lexicon models from search logs for query expansion
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Measuring website similarity using an entity-aware click graph
Proceedings of the 21st ACM international conference on Information and knowledge management
Query recommendation for children
Proceedings of the 21st ACM international conference on Information and knowledge management
Proceedings of the sixth ACM international conference on Web search and data mining
Learning query and document similarities from click-through bipartite graph with metadata
Proceedings of the sixth ACM international conference on Web search and data mining
Building Multi-Modal Relational Graphs for Multimedia Retrieval
International Journal of Multimedia Data Engineering & Management
When entities meet query recommender systems: semantic search shortcuts
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Query expansion using path-constrained random walks
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Modeling click-through based word-pairs for web search
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Exploiting user clicks for automatic seed set generation for entity matching
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Web usage mining with semantic analysis
Proceedings of the 22nd international conference on World Wide Web
A vlHMM approach to context-aware search
ACM Transactions on the Web (TWEB)
Click-boosting random walk for image search reranking
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Annotation for free: video tagging by mining user search behavior
Proceedings of the 21st ACM international conference on Multimedia
Orthogonal query recommendation
Proceedings of the 7th ACM conference on Recommender systems
Image search by graph-based label propagation with image representation from DNN
Proceedings of the 21st ACM international conference on Multimedia
Topic modelling of clickthrough data in image search
Multimedia Tools and Applications
Relational term-suggestion graphs incorporating multipartite concept and expertise networks
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Learning bilinear model for matching queries and documents
The Journal of Machine Learning Research
Acquisition of open-domain classes via intersective semantics
Proceedings of the 23rd international conference on World wide web
Towards better understanding and utilizing relations in DBpedia
Web Intelligence and Agent Systems
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In this paper we study a large query log of more than twenty million queries with the goal of extracting the semantic relations that are implicitly captured in the actions of users submitting queries and clicking answers. Previous query log analyses were mostly done with just the queries and not the actions that followed after them. We first propose a novel way to represent queries in a vector space based on a graph derived from the query-click bipartite graph. We then analyze the graph produced by our query log, showing that it is less sparse than previous results suggested, and that almost all the measures of these graphs follow power laws, shedding some light on the searching user behavior as well as on the distribution of topics that people want in the Web. The representation we introduce allows to infer interesting semantic relationships between queries. Second, we provide an experimental analysis on the quality of these relations, showing that most of them are relevant. Finally we sketch an application that detects multitopical URLs.