Abstract: Methods and systems provide a computational assistance for interactive classification that compensates for the small size of computer screens and accelerates classification tasks. Similarity indicators reduce manual search by enabling information objects to “call out” automatically to encourage a sensemaker to place related items nearby. Similarity terms signal which groups or objects match and why they match. Using these techniques, an interactive classification tool can focus a sensemaker's attention, move things into view automatically, and provide shortcuts for automatic classification. These techniques speed up classification for rule-based classification, example-based classification, and mixed strategies and have the potential for application in a wide variety of sensemaking tools.

Abstract: A method for interactive foraging for documents within a corpus of documents includes forming a working set of documents which are a subset of the corpus of documents. A visual representation of the working set and a portion of the corpus other than the working set are generated, and a visual representation of a retrieval boundary, between the working set and the portion of the corpus other than the working set, is presented. A further embodiment provides a system for interactive foraging of documents within a corpus of documents which includes, a visualization foraging subsystem, and an analytical repository containing a plurality of documents. The documents have been analyzed and are provided with associated dimensional data. A search mechanism of the visualization foraging subsystem is configured to form a working set of documents from the corpus of documents.

Abstract: Methods and systems provide a computational assistance for interactive classification that compensates for the small size of computer screens and accelerates classification tasks. Similarity indicators reduce manual search by enabling information objects to “call out” automatically to encourage a sensemaker to place related items nearby. Similarity terms signal which groups or objects match and why they match. Using these techniques, an interactive classification tool can focus a sensemaker's attention, move things into view automatically, and provide shortcuts for automatic classification. These techniques speed up classification for rule-based classification, example-based classification, and mixed strategies and have the potential for application in a wide variety of sensemaking tools.