Auto-generation of topic hierarchies for web images from users' perspectives
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Liveclassifier: creating hierarchical text classifiers through web corpora
Proceedings of the 13th international conference on World Wide Web
A practical web-based approach to generating topic hierarchy for text segments
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Taxonomy generation for text segments: A practical web-based approach
ACM Transactions on Information Systems (TOIS)
Extracting semantic relations from query logs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Labeling Nodes of Automatically Generated Taxonomy for Multi-type Relational Datasets
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Clique Analysis of Query Log Graphs
SPIRE '08 Proceedings of the 15th International Symposium on String Processing and Information Retrieval
Managing email overload with an automatic nonparametric clustering system
The Journal of Supercomputing
Exploiting Domain Knowledge by Automated Taxonomy Generation in Recommender Systems
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
International Journal of Approximate Reasoning
Mining large query induced graphs towards a hierarchical query folksonomy
SPIRE'10 Proceedings of the 17th international conference on String processing and information retrieval
Multi-view random walk framework for search task discovery from click-through log
Proceedings of the 20th ACM international conference on Information and knowledge management
The effect of lexical relationships on the quality of query clusters
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Automatic taxonomy construction from keywords
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining query log graphs towards a query folksonomy
Concurrency and Computation: Practice & Experience
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Previous works on automatic query clustering most generatea flat, un-nested partition of query terms. In this work,we are pursuing to organize query terms into a hierarchicalstructure and construct a query taxonomy in an automaticway. The proposed approach is designed based on a hierarchicalagglomerative clustering algorithm to hierarchicallygroup similar queries and generate the cluster hierarchiesby a novel cluster partition technique. The search processesof real-world search engines are combined to obtain highlyranked Web documents as the feature source for each queryterm. Preliminary experiments show that the proposed approachis effective to obtain thesaurus information for queryterms, and is also feasible to construct a query taxonomywhich provides a basis for in-depth analysis of users' searchinterests and domain-specific vocabulary on a larger scale.