IEEE Transactions on Visualization and Computer Graphics · 2012 · 36 citations · 28 references
EngineeringDynamic Graph LayoutSemantic WebText MiningMds LayoutReference MapInformation RetrievalData ScienceData MiningIntelligent SearchingData RetrievalSearch TechnologyDocument ClusteringQuery HitsKnowledge DiscoveryComputer ScienceLinked Data VisualizationSearch Engine IndexingSearch Technique
We propose a method to highlight query hits in hierarchically clustered collections of interrelated items such as digital libraries or knowledge bases. The method is based on the idea that organizing search results similarly to their arrangement on a fixed reference map facilitates orientation and assessment by preserving a user's mental map. Here, the reference map is built from an MDS layout of the items in a Voronoi treemap representing their hierarchical clustering, and we use techniques from dynamic graph layout to align query results with the map. The approach is illustrated on an archive of newspaper articles.
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Least squares quantization in PCM
Sheelagh Lloyd · IEEE Transactions on Information Theory · 1982 · 15.1K citations · Full text
Indexing by latent semantic analysis
Scott Deerwester, Susan Dumais, George W. Furnas et al. · Journal of the American Society for Information Science · 1990 · 12.7K citations
Teuvo Kohonen · Proceedings of the IEEE · 1990 · 8.1K citations
Artificial Intelligence, Intelligent Information Processing, Vector Quantization +18