Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th 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
Training algorithms for linear text classifiers
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Accessing multimedia through concept clustering
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Queries? Links? Is there a difference?
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Syntactic clustering of the Web
Selected papers from the sixth international conference on World Wide Web
TOPIC ISLANDS—a wavelet-based text visualization system
Proceedings of the conference on Visualization '98
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Foundations of statistical natural language processing
Foundations of statistical natural language processing
Deriving concept hierarchies from text
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Scalable browsing for large collections: a case study
DL '00 Proceedings of the fifth ACM conference on Digital libraries
An investigation of linguistic features and clustering algorithms for topical document clustering
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Personal ontologies for web navigation
Proceedings of the ninth international conference on Information and knowledge management
Finding topic words for hierarchical summarization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Algorithms
Learning Algorithms for Keyphrase Extraction
Information Retrieval
An Experimental Comparison of Model-Based Clustering Methods
Machine Learning
Faceted metadata for image search and browsing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic image annotation and retrieval using cross-media relevance models
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Generating hierarchical summaries for web searches
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Learning to cluster web search results
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Nearly-automated metadata hierarchy creation
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
SWDB'04 Proceedings of the Second international conference on Semantic Web and Databases
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Minimum-effort driven dynamic faceted search in structured databases
Proceedings of the 17th ACM conference on Information and knowledge management
How usable are operational digital libraries: a usability evaluation of system interactions
Proceedings of the 1st ACM SIGCHI symposium on Engineering interactive computing systems
Information Processing and Management: an International Journal
Semplore: A scalable IR approach to search the Web of Data
Web Semantics: Science, Services and Agents on the World Wide Web
Measure-driven keyword-query expansion
Proceedings of the VLDB Endowment
NLP support for faceted navigation in scholarly collections
NLPIR4DL '09 Proceedings of the 2009 Workshop on Text and Citation Analysis for Scholarly Digital Libraries
Facetedpedia: dynamic generation of query-dependent faceted interfaces for wikipedia
Proceedings of the 19th international conference on World wide web
Enriching wordnet with Folksonomies
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Facet discovery for structured web search: a query-log mining approach
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Exploring the information space of cultural collections using formal concept analysis
ICFCA'11 Proceedings of the 9th international conference on Formal concept analysis
Latent topic feedback for information retrieval
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Browsing-oriented semantic faceted search
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Exploiting available memory and disk for scalable instant overview search
WISE'11 Proceedings of the 12th international conference on Web information system engineering
Editorial: Narrative-based taxonomy distillation for effective indexing of text collections
Data & Knowledge Engineering
Extending faceted navigation for RDF data
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Skimmer: rapid scrolling of relational query results
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Approximately optimal facet selection
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Generating facets for phone-based navigation of structured data
Proceedings of the 21st ACM international conference on Information and knowledge management
SHIATSU: tagging and retrieving videos without worries
Multimedia Tools and Applications
Journal of Web Engineering
Automated faceted reporting for web analytics
Proceedings of the 4th international workshop on Web-scale knowledge representation retrieval and reasoning
Future Generation Computer Systems
Hi-index | 0.04 |
Databases of text and text-annotated data constitute a significant fraction of the information available in electronic form. Searching and browsing are the typical ways that users locate items of interest in such databases. Interfaces that use multifaceted hierarchies represent a new powerful browsing paradigm which has been proven to be a successful complement to keyword searching. Thus far, multifaceted hierarchies have been created manually or semi-automatically, making it difficult to deploy multifaceted interfaces over a large number of databases. We present automatic and scalable methods for creation of multifaceted interfaces. Our methods are integrated with traditional relational databases and can scale well for large databases. Furthermore, we present methods for selecting the best portions of the generated hierarchies when the screen space is not sufficient for displaying all the hierarchy at once. We apply our technique to a range of large data sets, including annotated images, television programming schedules, and web pages. The results are promising and suggest directions for future research.