A polyrepresentational approach to interactive query expansion
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Learning document aboutness from implicit user feedback and document structure
Proceedings of the 18th ACM conference on Information and knowledge management
Interactive retrieval based on faceted feedback
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Extending faceted navigation for RDF data
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
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We present a new interactive paradigm for iterative information retrieval based on the automatic construction of a faceted representation for a document subset. Facets are chosen heuristically based on lexical dispersion, a measure of the number of different terms with which a word co-occurs within noun phrases appearing in the document set. The phrases in which these terms occur serve to provide a set of attributes, specializations, related concepts, etc., for the so-identified "facet" terms. The resulting representation serves the dual purpose of providing a concise, structured summary of the contents of a result set as well as presenting a set of terms for engaging in interactive query reformulation.