Patent application number | Description | Published |
20100014762 | CATEGORIZER WITH USER-CONTROLLABLE CALIBRATION - A calibrated categorizer comprises: a multi-class categorizer configured to output class probabilities for an input object corresponding to a set of classes; a class probabilities rescaler configured to rescale class probabilities to generate rescaled class probabilities; and a resealing model learner configured to learn calibration parameters for the class probabilities rescaler based on (i) class probabilities output by the multi-class categorizer for a calibration set of class-labeled objects, (ii) confidence measures output by the multi-class categorizer for the calibration set of class-labeled objects, and (iii) class labels of the calibration set of class-labeled objects, the class probabilities rescaler calibrated by the learned calibration parameters defining a calibrated class probabilities rescaler. In a method embodiment, class probabilities are generated for an input object corresponding to a set of classes using a classifier trained on a first set of objects, and are rescaled to form rescaled class probabilities using a resealing algorithm calibrated using a second set of objects different from the first set of objects. The method may further entail thresholding the rescaled class probabilities using thresholds calibrated using the second set of objects or a third set of objects. | 01-21-2010 |
20100253967 | PRINTER IMAGE LOG SYSTEM FOR DOCUMENT GATHERING AND RETENTION - A system and method for document image acquisition and retrieval which find application in litigation for responding to discovery requests are disclosed. The method includes automatically acquiring image data and associated records for documents being processed by a plurality of image output devices within an organization and archiving the image data and associated records as image logs for the processed documents. When a request for document production is received by the organization, the image logs (and/or information extracted therefrom) are automatically filtered through at least one classifier trained to return documents responsive to the document request, and documents corresponding to the filtered out image logs are output. One of the filters may be configured for filtering privileged from non-privileged documents. | 10-07-2010 |
20100312725 | SYSTEM AND METHOD FOR ASSISTED DOCUMENT REVIEW - A system and method for reviewing documents are provided. A collection of documents is portioned into sets of documents for review by a plurality of reviewers. For each set, documents in the set are displayed on a display device for review by a reviewer and temporarily organized through grouping and sorting. The reviewer's labels for the displayed documents are received. Based on the reviewer's labels, a class from a plurality of classes is assigned to each of the reviewed documents. A classifier model stored in computer memory is progressively trained, based on features extracted from the reviewed documents in the set and their assigned classes. Prior to review of all documents in the set, a calculated subset of documents for which the classifier model assigns a class different from the one assigned based on the reviewer's label is returned for a second review by a reviewer. Models generated from one or more other document sets can be used to assess the review of a first of the sets. | 12-09-2010 |
20100313124 | MANIPULATION OF DISPLAYED OBJECTS BY VIRTUAL MAGNETISM - A computer implemented tactile user interface (TUI) and a method of manipulating objects with a virtual magnet are provided. The TUI includes a display comprising a touch-screen. The display is configured for displaying a set of graphic objects, each graphic object representing a respective one of a set of items, such as documents, e.g., text documents or images. A virtual magnet is caused to move on the display, in response to touching on the touch-screen, e.g., by dragging a finger or other implement across. The magnet is associated with a particular function command such that a subset of the graphic objects exhibits a response to the virtual magnet (e.g., is caused to move, relative to the virtual magnet or exhibits another visible response), each graphic object in the subset moving or otherwise responding as a function of an attribute of the underlying item represented by the graphic object. | 12-09-2010 |
20120216114 | QUERY GENERATION FROM DISPLAYED TEXT DOCUMENTS USING VIRTUAL MAGNETS - A system and method are provided for dynamically generating a query using touch gestures. A virtual magnet is movable on a display device of a tactile user interface in response to touch. A user selects one of a set of text documents for review, which is displayed on the display. The system is configured for recognizing a highlighting gesture on the tactile user interface over the displayed document as a selection of a text fragment from the document text. The virtual magnet is populated with a query which is based on the text fragment selected with the highlighting gesture. The populated magnet is able to cause a subset of displayed graphic objects to exhibit a response to the magnet as a function of the query and the text content of the respective documents which the objects represent and/or to cause responsive instances in a text document to be displayed. | 08-23-2012 |
20130077857 | PRINTER IMAGE LOG SYSTEM FOR DOCUMENT GATHERING AND RETENTION - A system and method for document image acquisition and retrieval find application in litigation for responding to discovery requests. The method includes receiving automatically acquired electronic image logs comprising image data and associated records for documents processed by a plurality of image output devices within an organization. When a request for document production is received, the image logs (and/or information extracted therefrom) are automatically filtered through at least one classifier trained to return documents responsive to the document request, and documents corresponding to the filtered out image logs are output. One of the filters may be configured for filtering out documents that include attorney-client exchanges. | 03-28-2013 |
20130194308 | REVERSIBLE USER INTERFACE COMPONENT - A method of configuring a widget and a tactile user interface which displays the widget are disclosed which enable menu-setting operations with minimal touch gestures and occupation of screen space. The interface includes a touch sensitive display device and memory which stores instructions for displaying the widget and a set of graphic objects together on the display device. The widget has two or more virtual sides, each of the sides being associated with a respective functionality. The widget is flipped, in response to a recognized touch gesture, from a first of the sides to a second of the sides, whereby the functionality of the widget is changed. The graphic objects are associated, in memory, with respective items having attributes. The graphic objects exhibit a response to the widget functionality of a currently displayed one of the sides of the widget based on the attributes of the respective items. | 08-01-2013 |
20140237359 | QUERY GENERATION FROM DISPLAYED TEXT DOCUMENTS USING VIRTUAL MAGNETS - A system and method are provided for dynamically generating a query using touch gestures. A virtual magnet is movable on a display device of a tactile user interface in response to touch. A user selects one of a set of text documents for review, which is displayed on the display. The system is configured for recognizing a highlighting gesture on the tactile user interface over the displayed document as a selection of a text fragment from the document text. The virtual magnet is populated with a query which is based on the text fragment selected with the highlighting gesture. The populated magnet is able to cause a subset of displayed graphic objects to exhibit a response to the magnet as a function of the query and the text content of the respective documents which the objects represent and/or to cause responsive instances in a text document to be displayed. | 08-21-2014 |