Constant interaction-time scatter/gather browsing of very large document collections
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Reexamining the cluster hypothesis: scatter/gather on retrieval results
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
PAT-tree-based keyword extraction for Chinese information retrieval
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Web document clustering: a feasibility demonstration
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Making large-scale support vector machine learning practical
Advances in kernel methods
Grouper: a dynamic clustering interface to Web search results
WWW '99 Proceedings of the eighth international conference on World Wide Web
Finding topic words for hierarchical summarization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Mining topic-specific concepts and definitions on the web
WWW '03 Proceedings of the 12th international conference on World Wide Web
Grouping web image search result
Proceedings of the 12th annual ACM international conference on Multimedia
A practical web-based approach to generating topic hierarchy for text segments
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Editorial: special issue on web content mining
ACM SIGKDD Explorations Newsletter
Findex: search result categories help users when document ranking fails
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Optimizing the number of search result categories
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Automatic identification of user goals in Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
A personalized search engine based on web-snippet hierarchical clustering
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
A clustering method for news articles retrieval system
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Representing personal web information using a topic-oriented interface
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Sentiment-based search in digital libraries
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
A search result clustering method using informatively named entities
Proceedings of the 7th annual ACM international workshop on Web information and data management
Person resolution in person search results: WebHawk
Proceedings of the 14th ACM international conference on Information and knowledge management
Minimal document set retrieval
Proceedings of the 14th ACM international conference on Information and knowledge management
Automatic construction of multifaceted browsing interfaces
Proceedings of the 14th ACM international conference on Information and knowledge management
CWS: a comparative web search system
Proceedings of the 15th international conference on World Wide Web
Image annotation using search and mining technologies
Proceedings of the 15th international conference on World Wide Web
Automatically labeling hierarchical clusters
dg.o '06 Proceedings of the 2006 international conference on Digital government research
Document clustering with prior knowledge
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
An experimental study on automatically labeling hierarchical clusters using statistical features
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Scalable search-based image annotation of personal images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
IGroup: web image search results clustering
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
IGroup: a web image search engine with semantic clustering of search results
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
VirtualTour: an online travel assistant based on high quality images
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Image annotation by large-scale content-based image retrieval
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Web searching on the Vivisimo search engine
Journal of the American Society for Information Science and Technology
Pushing task relevant web links down to the desktop
WIDM '06 Proceedings of the 8th annual ACM international workshop on Web information and data management
Mining blog stories using community-based and temporal clustering
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Summarizing local context to personalize global web search
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
FacetMap: A Scalable Search and Browse Visualization
IEEE Transactions on Visualization and Computer Graphics
IGroup: presenting web image search results in semantic clusters
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Proceedings of the 16th international conference on World Wide Web
Towards effective browsing of large scale social annotations
Proceedings of the 16th international conference on World Wide Web
A new algorithm for clustering search results
Data & Knowledge Engineering
Visual text mining using association rules
Computers and Graphics
Addressing diverse user preferences in SQL-query-result navigation
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Learning to Generate Labels for Organizing Search Results from a Domain-Specified Corpus
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Efficient summarization-aware search for online news articles
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Graph Visualization Techniques for Web Clustering Engines
IEEE Transactions on Visualization and Computer Graphics
Learn from web search logs to organize search results
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Extracting semantic relations from query logs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Generating gene summaries from biomedical literature: A study of semi-structured summarization
Information Processing and Management: an International Journal
Navigation behavior models for link structure optimization
User Modeling and User-Adapted Interaction
SBIA: search-based image annotation by leveraging web-scale images
Proceedings of the 15th international conference on Multimedia
Bipartite graph reinforcement model for web image annotation
Proceedings of the 15th international conference on Multimedia
A novel approach to clustering merchandise records
Journal of Computer Science and Technology
A Novel Method for Hierarchical Clustering of Search Results
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
A personalized search engine based on Web-snippet hierarchical clustering
Software—Practice & Experience
Topic structure mining using temporal co-occurrence
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Proceedings of the 17th international conference on World Wide Web
Determining user's interest in real time
Proceedings of the 17th international conference on World Wide Web
Which "Apple" are you talking about ?
Proceedings of the 17th international conference on World Wide Web
Grouping hyperlinks for improved voice/mobile accessibility
W4A '08 Proceedings of the 2008 international cross-disciplinary conference on Web accessibility (W4A)
Spectral geometry for simultaneously clustering and ranking query search results
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
TopicRank: bringing insight to users
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
Mining multi-faceted overviews of arbitrary topics in a text collection
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Ranked-Listed or Categorized Results in IR: 2 Is Better Than 1
NLDB '08 Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems
Web Search Results Clustering Based on a Novel Suffix Tree Structure
ATC '08 Proceedings of the 5th international conference on Autonomic and Trusted Computing
Improving Web Search by Categorization, Clustering, and Personalization
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
The effect of title term suggestion on e-commerce sites
Proceedings of the 10th ACM workshop on Web information and data management
Hierarchical clustering-based navigation of image search results
MM '08 Proceedings of the 16th ACM international conference on Multimedia
A k-Nearest-Neighbour Method for Classifying Web Search Results with Data in Folksonomies
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Wavelet-Based Model to Recognize High-Quality Topics on Web Forum
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
A Co-occurrence Based Hierarchical Method for Clustering Web Search Results
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Proceedings of the Second ACM International Conference on Web Search and Data Mining
A semi-automatic usage-based method for improving hyperlink descriptions in menus
International Journal of Human-Computer Studies
Identification of ambiguous queries in web search
Information Processing and Management: an International Journal
Getting inspired!: understanding how and why examples are used in creative design practice
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Contextualizing the blogosphere: a comparison of traditional and novel user interfaces for the web
BCS-HCI '07 Proceedings of the 21st British HCI Group Annual Conference on People and Computers: HCI...but not as we know it - Volume 2
Sentiment Clustering: A Novel Method to Explore in the Blogosphere
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Towards a Novel Association Measure via Web Search Results Mining
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Context-based literature digital collection search
The VLDB Journal — The International Journal on Very Large Data Bases
A survey of Web clustering engines
ACM Computing Surveys (CSUR)
Towards design principles for effective context- and perspective-based web mining
Proceedings of the 4th International Conference on Design Science Research in Information Systems and Technology
Query result clustering for object-level search
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A first study on strategies for generating workflow snippets
Proceedings of the First International Workshop on Keyword Search on Structured Data
Web Search Clustering and Labeling with Hidden Topics
ACM Transactions on Asian Language Information Processing (TALIP)
Combining Statistical Machine Learning Models to Extract Keywords from Chinese Documents
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Reranking and Classifying Search Results Exhaustively Based on Edit-and-Propagate Operations
DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications
Web page clustering using heuristic search in the web graph
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Information Processing and Management: an International Journal
Web Information Organization Using Keyword Distillation Based Clustering
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Exploiting internal and external semantics for the clustering of short texts using world knowledge
Proceedings of the 18th ACM conference on Information and knowledge management
Beyond hyperlinks: organizing information footprints in search logs to support effective browsing
Proceedings of the 18th ACM conference on Information and knowledge management
Predicting the conversion probability for items on C2C ecommerce sites
Proceedings of the 18th ACM conference on Information and knowledge management
Automatic generation of topic pages using query-based aspect models
Proceedings of the 18th ACM conference on Information and knowledge management
A unified relevance feedback framework for web image retrieval
IEEE Transactions on Image Processing
Effectiveness of web search results for genre and sentiment classification
Journal of Information Science
A new digital literature retrieval system based on information analysis
IMSA '07 Proceedings of the Eleventh IASTED International Conference on Internet and Multimedia Systems and Applications
SPARCL: an effective and efficient algorithm for mining arbitrary shape-based clusters
Knowledge and Information Systems
Exploring blog spaces: a study of blog reading experiences using dynamic contextual displays
Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology
STC+ and NM-STC: Two Novel Online Results Clustering Methods for Web Searching
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Clustering for music search results
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Web image retrieval via learning semantics of query image
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A fast tree-based search algorithm for cluster search engine
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
From Keyword Search to Exploration: Designing Future Search Interfaces for the Web
Foundations and Trends in Web Science
An intelligent platform for information retrieval
Proceedings of the 2005 joint Chinese-German conference on Cognitive systems
CCRM: an effective algorithm for mining commodity information from threaded Chinese customer reviews
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Personalized search on the world wide web
The adaptive web
Semantic-based grouping of search engine results using WordNet
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Exploiting query reformulations for web search result diversification
Proceedings of the 19th international conference on World wide web
Clustering based on random graph model embedding vertex features
Pattern Recognition Letters
Semantic based real-time clustering for PubMed literatures
DS'07 Proceedings of the 10th international conference on Discovery science
Automatic classification of web search results: product review vs. non-review documents
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Semantic similarity measures for Malay sentences
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
An entropy-based hierarchical search result clustering method by utilizing augmented information
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
SEM: mining spatial events from the web
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Comparing LDA with pLSI as a dimensionality reduction method in document clustering
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
Ranking categories for web search
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
A K-means approach based on concept hierarchical tree for search results clustering
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Ranking weak-linked documents on the web
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Exploratory web searching with dynamic taxonomies and results clustering
ECDL'09 Proceedings of the 13th European conference on Research and advanced technology for digital libraries
Proceedings of Graphics Interface 2010
Inducing word senses to improve web search result clustering
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
NLP on spoken documents without ASR
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Focused and aggregated search: a perspective from natural language generation
Information Retrieval
Exploiting structured ontology to organize scattered online opinions
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Using semantic techniques to access web data
Information Systems
A time-efficient pattern reduction algorithm for k-means clustering
Information Sciences: an International Journal
On the selection of tags for tag clouds
Proceedings of the fourth ACM international conference on Web search and data mining
Multi-dimensional search result diversification
Proceedings of the fourth ACM international conference on Web search and data mining
Scalable clustering of news search results
Proceedings of the fourth ACM international conference on Web search and data mining
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Exploiting user feedback to improve quality of search results clustering
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
User-related tag expansion for web document clustering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
A unified representation of web logs for mining applications
Information Retrieval
Identifying aspects for web-search queries
Journal of Artificial Intelligence Research
Helping users sort faster with adaptive machine learning recommendations
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
Informative Polythetic Hierarchical Ephemeral Clustering
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A framework for personalized and collaborative clustering of search results
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
Using ephemeral clustering and query logs to organize web image search results on mobile devices
IMMPD '11 Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
Concept hierarchy construction by combining spectral clustering and subsumption estimation
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Clustering scientific literature using sparse citation graph analysis
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Interactive chinese search results clustering for personalization
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Cluster generation and cluster labelling for web snippets: a fast and accurate hierarchical solution
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
List data extraction in semi-structured document
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
Image description mining and hierarchical clustering on data records using HR-Tree
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
Compact representation for large-scale clustering and similarity search
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Summarizing and extracting online public opinion from blog search results
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Explicit search result diversification through sub-queries
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Refining the results of automatic e-textbook construction by clustering
ICWL'05 Proceedings of the 4th international conference on Advances in Web-Based Learning
TreeCluster: clustering results of keyword search over databases
WAIM '06 Proceedings of the 7th international conference on Advances in Web-Age Information Management
Dynamically generating context-relevant sub-webs
DESRIST'10 Proceedings of the 5th international conference on Global Perspectives on Design Science Research
Hierarchical topic term extraction for semantic annotation in chinese bulletin board system
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Clustering-based navigation of image search results on mobile devices
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
A non-parametric visual-sense model of images--extending the cluster hypothesis beyond text
Multimedia Tools and Applications
Topic structure mining for document sets using graph-based analysis
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Topic structure mining using pagerank without hyperlinks
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Association rule centric clustering of web search results
MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
A web 2.0 approach for organizing search results using wikipedia
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Fine-grained topic detection in news search results
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Language modelling of constraints for text clustering
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
A new search engine integrating hierarchical browsing and keyword search
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Mining query subtopics from search log data
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Multi-aspect query summarization by composite query
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
TUT: a statistical model for detecting trends, topics and user interests in social media
Proceedings of the 21st ACM international conference on Information and knowledge management
KACTL: knowware based automated construction of a treelike library from web documents
WISM'12 Proceedings of the 2012 international conference on Web Information Systems and Mining
Method of mining subtopics using dependency structure and anchor texts
SPIRE'12 Proceedings of the 19th international conference on String Processing and Information Retrieval
BiCWS: mining cognitive differences from bilingual web search results
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Multimedia Tools and Applications
A Roadmap to Integrate Document Clustering in Information Retrieval
International Journal of Information Retrieval Research
Journal of Web Engineering
How fresh do you want your search results?
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Mining subtopics from text fragments for a web query
Information Retrieval
Hierarchical subtopic mining for topic annotation
Proceedings of the sixth international workshop on Exploiting semantic annotations in information retrieval
Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts
Proceedings of the 7th ACM international conference on Web search and data mining
Hybrid entity clustering using crowds and data
The VLDB Journal — The International Journal on Very Large Data Bases
Comment-based multi-view clustering of web 2.0 items
Proceedings of the 23rd international conference on World wide web
Clustering results of image searches by annotations and visual features
Telematics and Informatics
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Organizing Web search results into clusters facilitates users' quick browsing through search results. Traditional clustering techniques are inadequate since they don't generate clusters with highly readable names. In this paper, we reformalize the clustering problem as a salient phrase ranking problem. Given a query and the ranked list of documents (typically a list of titles and snippets) returned by a certain Web search engine, our method first extracts and ranks salient phrases as candidate cluster names, based on a regression model learned from human labeled training data. The documents are assigned to relevant salient phrases to form candidate clusters, and the final clusters are generated by merging these candidate clusters. Experimental results verify our method's feasibility and effectiveness.