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
Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th 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
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
The paraphrase search assistant: terminological feedback for iterative information seeking
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Phrasier: a system for interactive document retrieval using keyphrases
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Journal of the American Society for Information Science
Helping people find what they don't know
Communications of the ACM
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
Relevance feedback: usage, usability, utility
Relevance feedback: usage, usability, utility
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Optimizing web search using web click-through data
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Efficient and self-tuning incremental query expansion for top-k query processing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Queries as anchors: selection by association
Proceedings of the sixteenth ACM conference on Hypertext and hypermedia
Concept-based interactive query expansion
Proceedings of the 14th ACM international conference on Information and knowledge management
Reinforcing Web-object Categorization Through Interrelationships
Data Mining and Knowledge Discovery
How are we searching the world wide web?: a comparison of nine search engine transaction logs
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Web searching in Chinese: A study of a search engine in Hong Kong
Journal of the American Society for Information Science and Technology
Automatically identifying localizable queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Improving Web search using image snippets
ACM Transactions on Internet Technology (TOIT)
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
ContextSeer: context search and recommendation at query time for shared consumer photos
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Characteristics of character usage in Chinese Web searching
Information Processing and Management: an International Journal
Managing Word Mismatch Problems in Information Retrieval: A Topic-Based Query Expansion Approach
Journal of Management Information Systems
Search shortcuts using click-through data
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
A survey on session detection methods in query logs and a proposal for future evaluation
Information Sciences: an International Journal
Proceedings of the 18th international conference on World wide web
CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Named entity mining from click-through data using weakly supervised latent dirichlet allocation
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
OLAP on search logs: an infrastructure supporting data-driven applications in search engines
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
International Journal of Advanced Intelligence Paradigms
Translating queries into snippets for improved query expansion
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Improving accuracy for identifying related PubMed queries by an integrated approach
Journal of Biomedical Informatics
QueryTrans: Finding Similar Queries Based on Query Trace Graph
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
How are we searching the World Wide Web? A comparison of nine search engine transaction logs
Information Processing and Management: an International Journal - Special issue: Formal methods for information retrieval
Clustering query refinements by user intent
Proceedings of the 19th international conference on World wide web
Social information access: the other side of the social web
SOFSEM'08 Proceedings of the 34th conference on Current trends in theory and practice of computer science
Visual query suggestion: Towards capturing user intent in internet image search
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
From frequency to meaning: vector space models of semantics
Journal of Artificial Intelligence Research
i-TEL-u: a query suggestion tool for integrating heterogeneous contexts in a digital library
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
The semantics of query modification
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Query rewriting using monolingual statistical machine translation
Computational Linguistics
Discovering search engine related queries using association rules
Journal of Web Engineering
A Specialized Search Assistant for Learning Objects
ACM Transactions on the Web (TWEB)
Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion
ACM Transactions on Intelligent Systems and Technology (TIST)
A Survey of Automatic Query Expansion in Information Retrieval
ACM Computing Surveys (CSUR)
ClickRank: Learning Session-Context Models to Enrich Web Search Ranking
ACM Transactions on the Web (TWEB)
Applying associative relationship on the clickthrough data to improve web search
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Query phrase suggestion from topically tagged session logs
FQAS'06 Proceedings of the 7th international conference on Flexible Query Answering Systems
Evaluating the effectiveness of search task trails
Proceedings of the 21st international conference on World Wide Web
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
Learning to suggest: a machine learning framework for ranking query suggestions
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
More than relevance: high utility query recommendation by mining users' search behaviors
Proceedings of the 21st ACM international conference on Information and knowledge management
Recommending high utility query via session-flow graph
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Task-aware query recommendation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
A vlHMM approach to context-aware search
ACM Transactions on the Web (TWEB)
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
Modeling semantic and behavioral relations for query suggestion
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
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This paper proposes an effective term suggestion approach to interactive Web search. Conventional approaches to making term suggestions involve extracting co-occurring keyterms from highly ranked retrieved documents. Such approaches must deal with term extraction difficulties and interference from irrelevant documents, and, more importantly, have difficulty extracting terms that are conceptually related but do not frequently co-occur in documents. In this paper, we present a new, effective log-based approach to relevant term extraction and term suggestion. Using this approach, the relevant terms suggested for a user query are those that co-occur in similar query sessions from search engine logs, rather than in the retrieved documents. In addition, the suggested terms in each interactive search step can be organized according to its relevance to the entire query session, rather than to the most recent single query as in conventional approaches. The proposed approach was tested using a proxy server log containing about two million query transactions submitted to search engines in Taiwan. The obtained experimental results show that the proposed approach can provide organized and highly relevant terms, and can exploit the contextual information in a user's query session to make more effective suggestions.