
US Patent No: 7,849,030
Number of patents in Portfolio can not be more than 2000
Method and system for classifying documents
Stats
-
Dec 7, 2010
Issued date -
May 31, 2006
filing date -
11/443,760
serial no -
In Force
status
Importance
Abstract
The invention provides a method and system for classifying insurance files for identification, sorting and efficient collection of subrogation claims. The invention determines whether an insurance claim has merit to warrant claim recovery efforts utilizing software code for partially describing a set of documents having unstructured and structured file data containing terms and phrases having contextual bases, code for transforming the terms and phrases, code for iterating a classification process to determine rules that best classify the set of documents based upon context, code for incorporating the rules into an induction and knowledge representation, thesauri taxonomies and text summarization to classify subrogation claims; code for calculating a base score and a concept vector to identify the selected claims that demonstrate a given probability of subrogation recovery.
First Claim
Related Publications
International Classification(s)
- [Classification Symbol]
- [Patents Count]
Cited Art
| Patent Info | (Count) | # Cites | Year |
|---|---|---|---|
|
|
|||
| 6,728,707 Relational text index creation and searching | 30 | 2001 | |
| 6,732,097 Relational text index creation and searching | 24 | 2001 | |
| 6,732,098 Relational text index creation and searching | 21 | 2001 | |
| 6,738,765 Relational text index creation and searching | 24 | 2001 | |
| 6,741,988 Relational text index creation and searching | 26 | 2001 | |
| 2004/0167,870 Systems and methods for providing a mixed data integration service | 42 | 2003 | |
| 2004/0167,883 Methods and systems for providing a service for producing structured data elements from free text sources | 22 | 2003 | |
| 2004/0167,884 Methods and products for producing role related information from free text sources | 22 | 2003 | |
| 2004/0167,885 Data products of processes of extracting role related information from free text sources | 22 | 2003 | |
| 2004/0167,886 Production of role related information from free text sources utilizing thematic caseframes | 24 | 2003 | |
| 2004/0167,887 Integration of structured data with relational facts from free text for data mining | 23 | 2003 | |
| 2004/0167,907 Visualization of integrated structured data and extracted relational facts from free text | 22 | 2003 | |
| 2004/0167,908 Integration of structured data with free text for data mining | 22 | 2003 | |
| 2004/0167,909 Methods and products for integrating mixed format data | 30 | 2003 | |
| 2004/0167,910 Integrated data products of processes of integrating mixed format data | 21 | 2003 | |
| 2004/0167,911 Methods and products for integrating mixed format data including the extraction of relational facts from free text | 23 | 2003 | |
| 2004/0215,634 Methods and products for merging codes and notes into an integrated relational database | 15 | 2003 | |
|
|
|||
| 4,933,871 Graded learning device and method | 22 | 1988 | |
| 5,317,507 Method for document retrieval and for word sense disambiguation using neural networks | 167 | 1990 | |
| 5,712,984 System for funding future workers' compensation losses | 43 | 1993 | |
| 5,613,072 System for funding future workers compensation losses | 91 | 1995 | |
| 5,745,654 Fast explanations of scored observations | 54 | 1996 | |
| 5,794,178 Visualization of information using graphical representations of context vector based relationships and attributes | 318 | 1996 | |
| 5,884,289 Debit card fraud detection and control system | 76 | 1996 | |
| 6,226,408 Unsupervised identification of nonlinear data cluster in multidimensional data | 45 | 1999 | |
| 6,366,897 Cortronic neural networks with distributed processing | 13 | 1999 | |
| 6,865,566 Approach for re-using business rules | 18 | 2001 | |
| 6,944,604 Mechanism and method for specified temporal deployment of rules within a rule server | 11 | 2001 | |
| 2002/0029,154 Mechanism and method for dynamic question handling through an electronic interface | 47 | 2001 | |
| 2003/0158,751 Fraud and abuse detection and entity profiling in hierarchical coded payment systems | 17 | 2002 | |
| 2003/0212,654 Data integration system and method for presenting 360.degree. customer views | 103 | 2003 | |
| 2005/0096,950 Method and apparatus for creating and evaluating strategies | 63 | 2003 | |
| 2004/0181,441 Model-based and data-driven analytic support for strategy development | 23 | 2004 | |
|
|
|||
| 6,711,561 Prose feedback in information access system | 18 | 2000 | |
| 6,714,905 Parsing ambiguous grammar | 31 | 2000 | |
| 6,745,181 Information access method | 23 | 2000 | |
| 6,408,277 System and method for automatic task prioritization | 46 | 2000 | |
| 2004/0225,653 Software tool for training and testing a knowledge base | 9 | 2004 | |
| 2004/0254,904 System and method for electronic communication management | 13 | 2004 | |
| 2005/0187,913 Web-based customer service interface | 10 | 2004 | |
|
|
|||
| 2001/0011,265 Method and apparatus for deploying data among data destinations for website development and maintenance | 17 | 2000 | |
| 2001/0039,594 Method for enforcing workflow processes for website development and maintenance | 30 | 2000 | |
| 2001/0027,457 Method and apparatus for storing changes to file attributes without having to store an additional copy of the file contents | 9 | 2001 | |
| 2001/0044,834 Method and apparatus for automatically deploying data in a computer network | 25 | 2001 | |
| 2002/0004,824 Method and apparatus for automatically deploying data and simultaneously Executing computer program scripts in a computer network | 20 | 2001 | |
| 2005/0160,088 System and method for metadata-based distribution of content | 6 | 2005 | |
|
|
|||
| 5,325,298 Methods for generating or revising context vectors for a plurality of word stems | 202 | 1991 | |
| 5,398,300 Neural network having expert system functionality | 78 | 1991 | |
| 5,471,627 Systolic array image processing system and method | 17 | 1992 | |
| 5,819,226 Fraud detection using predictive modeling | 210 | 1992 | |
| 5,619,709 System and method of context vector generation and retrieval | 385 | 1995 | |
|
|
|||
| 6,223,164 Method and system for generating statistically-based medical provider utilization profiles | 75 | 1995 | |
| 2001/0053,986 Method and apparatus for requesting, retrieving, and normalizing medical information | 30 | 2001 | |
| 2002/0194,131 Method and system for electronically transmitting authorization to release medical information | 29 | 2001 | |
| 2002/0111,833 Method and apparatus for requesting and retrieving de-identified medical information | 21 | 2002 | |
| 2002/0116,227 Method and apparatus for requesting, retrieving, and obtaining de-identified medical informatiion | 22 | 2002 | |
|
|
|||
| 4,752,889 Dynamic, interactive display system for a knowledge base | 103 | 1986 | |
| 5,138,695 Systolic array image processing system | 14 | 1989 | |
| 5,663,025 Magenta toner and developer compositions | 4 | 1994 | |
|
|
|||
| 6,430,539 Predictive modeling of consumer financial behavior | 254 | 1999 | |
| 6,839,682 Predictive modeling of consumer financial behavior using supervised segmentation and nearest-neighbor matching | 180 | 2000 | |
|
|
|||
| 5,361,201 Real estate appraisal using predictive modeling | 150 | 1992 | |
|
|
|||
| 6,691,136 Fast data retrieval based upon contiguous consolidation of records according to frequency of access | 11 | 2000 | |
|
|
|||
| 6,597,775 Self-learning real-time prioritization of telecommunication fraud control actions | 43 | 2001 | |
|
|
|||
| 2003/0167,189 System and method of drug disease matching | 11 | 2000 | |
|
|
|||
| 2005/0080,804 System and method for maintaining componentized content | 16 | 2004 | |
|
|
|||
| 6,518,584 System and method for characterizing targets using two forms of optical irradiation and acoustic irradiation | 4 | 2000 | |
|
|
|||
| 6,704,728 Accessing information from a collection of data | 36 | 2000 | |
|
|
|||
| 4,570,156 Self-contained secured work station | 14 | 1984 | |
|
|
|||
| 5,745,854 Method and apparatus for dynamically adjusting a maximum number of users on a channel utilizing a voice activity factor | 13 | 1995 | |
|
|
|||
| 5,918,208 System for providing medical information | 74 | 1995 | |
Patent Citation Ranking
Maintenance Fees
| Fee | Large entity fee | small entity fee | micro entity fee | due date |
|---|---|---|---|---|
| 3.5 Year Payment | $1600.00 | $800.00 | $400.00 | Jun 7, 2014 |
| 7.5 Year Payment | $3600.00 | $1800.00 | $900.00 | Jun 7, 2018 |
| 11.5 Year Payment | $7400.00 | $3700.00 | $1850.00 | Jun 7, 2022 |
| Fee | Large entity fee | small entity fee | micro entity fee |
|---|---|---|---|
| Surcharge - 3.5 year - Late payment within 6 months | $160.00 | $80.00 | $40.00 |
| Surcharge - 7.5 year - Late payment within 6 months | $160.00 | $80.00 | $40.00 |
| Surcharge - 11.5 year - Late payment within 6 months | $160.00 | $80.00 | $40.00 |
| Surcharge after expiration - Late payment is unavoidable | $700.00 | $350.00 | $175.00 |
| Surcharge after expiration - Late payment is unintentional | $1,640.00 | $820.00 | $410.00 |