Methods and systems for interactive classification of objects
First Claim
1. A method for interactive classification of objects, comprising:
- receiving an instruction to place a new object in a workspace containing organized existing objects;
determining a degree of similarity of the new object to existing clusters of one or more existing objects or categorized groups of existing objects in the workspace using a similarity metric;
providing a visual indication of basis of similarity of a new object to the clusters or groups by visually indicating in similar clusters or groups one or more specific similarity terms or similarity elements that are the basis of similarity, andwherein the degree of similarity is used to influence space allocation and altering of a display of the workspace by one or more of panning, scrolling or resizing of objects to automatically bring into view clusters or group of the most similar objects without modifying the organization of the existing objects in the workplace.
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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.
43 Citations
23 Claims
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1. A method for interactive classification of objects, comprising:
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receiving an instruction to place a new object in a workspace containing organized existing objects; determining a degree of similarity of the new object to existing clusters of one or more existing objects or categorized groups of existing objects in the workspace using a similarity metric; providing a visual indication of basis of similarity of a new object to the clusters or groups by visually indicating in similar clusters or groups one or more specific similarity terms or similarity elements that are the basis of similarity, and wherein the degree of similarity is used to influence space allocation and altering of a display of the workspace by one or more of panning, scrolling or resizing of objects to automatically bring into view clusters or group of the most similar objects without modifying the organization of the existing objects in the workplace. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12)
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13. An interactive classification system, comprising:
a processor configured to execute the following circuits; a new object detection circuit that receives an instruction to place a new object in a workspace containing organized existing objects; a similarity determination circuit that determines a degree of similarity of the new object to existing clusters of one or more existing objects or categorized groups of existing objects in the workspace using a similarity metric; a similarity representation circuit that provides a visual indication of a basis of similarity of the new objects to the clusters or group by visually indicating in similar clusters or groups one or more specific similarity terms or similarity elements that are the basis of similarity; and a visual effect circuit used to influence space allocation and altering of a display of the workspace based on the degree of similarity by one or more of panning, scrolling or resizing of objects to automatically bring into view on the display clusters or group of the most similar objects without modifying the organization of the existing objects in the workspace. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21, 22, 23)
Specification