Automatic query clustering
First Claim
1. A computerized interface for data presentation, comprising:
- a property analyzer that determines an item distribution and forms a plurality of first-level clusters based in part on a first property of a plurality of properties, and automatically determines a respective item distribution for each other property of the plurality of properties, calculates a clusterization score for each other property based on the respective item distribution, and selects one other property having a highest clusterization score; and
an organizer that automatically forms a plurality of new clusters based in part on the one other property, and presents the plurality of new clusters.
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Accused Products
Abstract
The present invention relates to a system and methodology for automatic clusterization and display of data items in a local or remote database system. Such clusterization can be based on properties associated with the data items such as a type, location, people, date, time, user-defined, and so forth, wherein an initial property may be employed to form a first level of clusterization and a subsequent property may be automatically determined to form an optimized clusterization from which to find and retrieve desired information. A computerized interface for organizing and retrieving data is provided. The interface includes a property analyzer to determine an item distribution for at least two cluster properties and an organizer that forms new clusters based in part on the item distribution.
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Citations
24 Claims
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1. A computerized interface for data presentation, comprising:
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a property analyzer that determines an item distribution and forms a plurality of first-level clusters based in part on a first property of a plurality of properties, and automatically determines a respective item distribution for each other property of the plurality of properties, calculates a clusterization score for each other property based on the respective item distribution, and selects one other property having a highest clusterization score; and an organizer that automatically forms a plurality of new clusters based in part on the one other property, and presents the plurality of new clusters. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A graphical user interface, comprising:
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one or more data items and associated properties stored in a database; one or more display objects created for each of the data items; an input component for selecting the data items and the associated properties; a property analyzer that forms a plurality of clusters based on a first property of a plurality of properties, and automatically calculates a clusterization score for each other property of the plurality of properties and selects one other property of the plurality of properties having a highest clusterization score, and determines a data item distribution based in part on the one other property; an organizer component that creates new clusters and stores the display objects associated with the data items in a respective new cluster based on the one other property; and a display component to present the display objects and the new clusters based in part on an automated analysis of the properties. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17)
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18. A computerized interface for optimizing retrieval and display of information, comprising:
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a property analyzer that determines an item distribution and forms a plurality of clusters based on a first property of a plurality of properties, automatically calculates a clusterization score for each other property of the plurality of properties and selects at least one other property of the plurality of properties based on the clusterization score associated with the at least one other property, and determines a distribution of a plurality of items based in part on the at least one other property; and an organizer that automatically forms a plurality of optimized clusters and distributes the plurality of items in the plurality of optimized clusters based in part on the at least one other property, and presents the plurality of optimized clusters. - View Dependent Claims (19, 20, 21, 22, 23, 24)
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Specification