Agglomerative clustering of a search engine query log
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Query Expansion and Query Reduction in Document Retrieval
ICTAI '03 Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence
Constructing Web search queries from the user's information need expressed in a natural language
Proceedings of the 2003 ACM symposium on Applied computing
A machine learning approach to coreference resolution of noun phrases
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Generating query substitutions
Proceedings of the 15th international conference on World Wide Web
Evaluating bag-of-visual-words representations in scene classification
Proceedings of the international workshop on Workshop on multimedia information retrieval
Unsupervised query segmentation using generative language models and wikipedia
Proceedings of the 17th international conference on World Wide Web
Effective and efficient user interaction for long queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
A unified and discriminative model for query refinement
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Discovering key concepts in verbose queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Web-scale named entity recognition
Proceedings of the 17th ACM conference on Information and knowledge management
Exploring reductions for long web queries
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Random selection assisted long web search query optimization
Proceedings of the 50th Annual Southeast Regional Conference
Ontology based segmentation of geo-referenced queries
ICWE'11 Proceedings of the 11th international conference on Current Trends in Web Engineering
On segmentation of eCommerce queries
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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Long queries are widely used in current Web applications, such as literature searches, news searches, etc. However, since long queries are frequently expressed as natural language texts but not keywords, the current keywords-based search engines, like GOOGLE, perform worse with long queries than with short ones. This paper proposes a query substitution and search result refinement approach for long query Web searches. First, we retrieved several short queries related to a long query from the users’ query history. Then, we constructed the short query clusters and selected the most representative queries to substitute the original long query. However, since searching relevant short queries may ignore contexts and terms in the original long query and thus obtain diverse results and neighboring information, we compared the contexts from search results with the contexts from original long query and filtered non-relevant results. The experiments show that our approach achieves high precision for long query Web searches.