Automated data entry system
First Claim
1. A system for automatic data entry of information, comprising:
- a processor, said processor being configured to receive a plurality of documents and parse data entered in said plurality of documents;
a database structure, said database structure being configured to store parsed data,wherein a plurality of relationships developed from said parsed data is maintained; and
an ensemble predictor, said ensemble predictor being configured to review entered data of an input document and said plurality of relationships from said received plurality of documents and provide a suggestion for an uncompleted field of said input document said ensemble predictor including;
a plurality of individual predictors; and
a suggestion aggregator, said suggestion aggregator providing a single suggestion based upon a voting scheme among said plurality of individual predictors, at least one of said plurality of individual predictors including a weighting system determining performance of an individual predictor of said plurality of individual predictors and weights votes of an individual predictor based upon past performance.
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Accused Products
Abstract
The present invention is a novel system and method for providing automated data entry of information. The system may include a processing subsystem capable of processing extensible markup language documents, a predicting subsystem capable of reviewing entered data of an input document and providing a suggestion to the input document, and a database for storing parsed extensible markup language documents. Database may maintain a plurality of relationships among received data of previous documents, and predictor may analyze a plurality of relationships for suggestions. The method for providing automated data entry of information may monitor received data, analyze relationships among received data, and predict a data entry field. A data entry field may be based on received data and relationships among received data. Predicting of data entry fields may incorporate a plurality of predictors whereby one or more values from values provided by each of the plurality of predictors is provided to a user.
17 Citations
19 Claims
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1. A system for automatic data entry of information, comprising:
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a processor, said processor being configured to receive a plurality of documents and parse data entered in said plurality of documents; a database structure, said database structure being configured to store parsed data, wherein a plurality of relationships developed from said parsed data is maintained; and an ensemble predictor, said ensemble predictor being configured to review entered data of an input document and said plurality of relationships from said received plurality of documents and provide a suggestion for an uncompleted field of said input document said ensemble predictor including; a plurality of individual predictors; and a suggestion aggregator, said suggestion aggregator providing a single suggestion based upon a voting scheme among said plurality of individual predictors, at least one of said plurality of individual predictors including a weighting system determining performance of an individual predictor of said plurality of individual predictors and weights votes of an individual predictor based upon past performance. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A method for automating data entry of information, comprising:
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monitoring data received from a plurality of documents via a processor configured to receive said plurality of documents and parse data entered in said plurality of documents; analyzing relationships among said data received from a plurality of documents via an ensemble predictor; and predicting a data entry field via said ensemble predictor; determining performance of each individual predictor of said plurality of individual predictors via said ensemble predictor; weighing votes of an individual predictor based upon past performance via a weighting system of said ensemble predictor, wherein a plurality of predicted data entries are provided based on said data received from a plurality of documents and relationships among said data received from a plurality of documents, and providing a single suggestion from a plurality of predicted data entries for said data entry field via a suggestion aggregator, wherein said single suggestion is selected from predicted data entries. - View Dependent Claims (13, 14, 15)
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16. A system for automating data entry of information, comprising:
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a processor, said processor being configured to receive a plurality of documents and parse data entered in said plurality of documents; a database structure, said database structure being configured to store parsed data, wherein a plurality of relationships developed from said parsed data is maintained; and an ensemble predictor, said ensemble predictor including; a plurality of individual predictors, said plurality of individual predictors including at least one of a statistical predictor, an inductive predictor or an instance-based predictor, wherein each individual predictor is configured to review entered data of an input document and said plurality of relationships from said received plurality of documents and submit at least one suggestion for a uncompleted field of said input document; a weighting system configured to analyze performance of each individual predictor and weigh votes of each individual predictor based upon past performance; and a suggestion aggregator configured to provide one or more data entries from said at least one suggestion from each individual predictor based upon a voting scheme among the plurality of predictors in combination with weighting of each vote from each individual predictor. - View Dependent Claims (17, 18, 19)
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Specification