Webstation: configurable web-based workstation for reason driven data analysis
First Claim
1. A computer implemented method of analyzing results of a predictive model applied to a data pertaining to a plurality of entities, the method comprising:
- providing a predictive model for scoring the entities;
displaying a rank ordering at least some of the entities according to their scores; and
for each of the displayed entities, providing a hyperlink to a report tree containing a plurality of hyperlinked reports, including at least one summary report providing a quantitative summary of data contributing to a reason the entity is included in the rank ordered listing;
wherein the report tree contains a plurality of reports comprising;
a suspect list of entities identified by the predictive model;
a breakdown report of each entity'"'"'s activity by a selected categorization of the entity'"'"'s activity, the breakdown report linked to the entity in the suspect list;
a distribution chart linked from the breakdown comparing activity of the entity to activity of the entity'"'"'s peers;
a first subset report linked to the breakdown report showing the breakdown o the entity'"'"'s activity by at least one of age or gender of other entities which interact with the entity;
a second subset report linked to the first distribution report showing the breakdown of the entity'"'"'s activity by at least one of age or gender of other entities which interact with the entity;
a tabular report, linked to at least one of the breakdown report, the distribution chart, the first subset report or the second subset report, showing activity of the entity with respect to a selected categorization of the entity'"'"'s activity;
a interacting entity summary report linked to the breakdown report showing a summary of activities of the entity with respect to each other entity which interacts with the entity;
a comparison report linked to at least one of the previous reports, comparing activity of the entity for at least one other entity with activity of the entity'"'"'s peers for the same at least one other entity; and
a report linked to at least one previous report, providing a listing of individual activities of an entity with respect to a selected categorization of the entity'"'"'s activities.
3 Assignments
0 Petitions
Accused Products
Abstract
A system, computer program product, and method provide for reason driven data analysis in a web-based system that is configurable to various types of data and environments. The computer program product provides for navigation of a report tree of reports that are hierarchically organized with respect to reasons derived from an analysis of transactional data in a database. A frame based interface provides for easy and flexible navigation and configuration of the reports and other features. A configuration file is used to rapidly develop and customize the web-based system. Case management functionality is included to allow for management of cases being reviewed using the system.
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Citations
25 Claims
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1. A computer implemented method of analyzing results of a predictive model applied to a data pertaining to a plurality of entities, the method comprising:
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providing a predictive model for scoring the entities; displaying a rank ordering at least some of the entities according to their scores; and for each of the displayed entities, providing a hyperlink to a report tree containing a plurality of hyperlinked reports, including at least one summary report providing a quantitative summary of data contributing to a reason the entity is included in the rank ordered listing; wherein the report tree contains a plurality of reports comprising; a suspect list of entities identified by the predictive model; a breakdown report of each entity'"'"'s activity by a selected categorization of the entity'"'"'s activity, the breakdown report linked to the entity in the suspect list; a distribution chart linked from the breakdown comparing activity of the entity to activity of the entity'"'"'s peers; a first subset report linked to the breakdown report showing the breakdown o the entity'"'"'s activity by at least one of age or gender of other entities which interact with the entity; a second subset report linked to the first distribution report showing the breakdown of the entity'"'"'s activity by at least one of age or gender of other entities which interact with the entity; a tabular report, linked to at least one of the breakdown report, the distribution chart, the first subset report or the second subset report, showing activity of the entity with respect to a selected categorization of the entity'"'"'s activity; a interacting entity summary report linked to the breakdown report showing a summary of activities of the entity with respect to each other entity which interacts with the entity; a comparison report linked to at least one of the previous reports, comparing activity of the entity for at least one other entity with activity of the entity'"'"'s peers for the same at least one other entity; and a report linked to at least one previous report, providing a listing of individual activities of an entity with respect to a selected categorization of the entity'"'"'s activities. - View Dependent Claims (2)
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3. A computer implemented system for analyzing results of a predictive model applied to a data pertaining to a plurality of entities, the method comprising:
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providing a predictive model for scoring the entities; displaying a rank ordering at least some of the entities according to their scores, and for each of the displayed entities, providing a hyperlink to a report tree containing a plurality of hyperlinked reports, including at least one summary report providing a quantitative summary of data contributing to a reason the entity is included in the rank ordered listing; wherein the report tree contains a plurality of reports comprising; a suspect list report including a plurality of entities scored by the predictive model; at least one entity-based report, linked to an individual entity in the suspect list, and providing a comparison of the individual entity'"'"'s activity with respect to activity of the entity'"'"'s peers; at least one entity-subset report, linked an entity-based report, and providing a breakdown of the entity'"'"'s activity by a selected category; at least one entity to other entity report, linked to an entity-based report, and providing a breakdown of an entity'"'"'s activity with respect to each other entity which interacts with the entity; and at least one detail report, linked to at least one previous report, and providing a listing of activities that pertain to the report to which the detail report is linked. - View Dependent Claims (4, 5, 6, 7)
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8. A computer implemented system for analyzing results of a predictive model applied to a data pertaining to a plurality of entities, the method comprising:
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providing a predictive model for scoring the entities; displaying a rank ordering at least some of the entities according to their scores, and for each of the displayed entities, providing a hyperlink to a report tree containing a plurality of hyperlinked reports, including at least one summary report providing a quantitative summary of data contributing to a reason the entity is included in the rank ordered listing; wherein the entities are healthcare entities and the predictive model is for identifying suspicious healthcare entities from data including healthcare procedure reimbursement transactions associated with the entities; and wherein the healthcare entities are selected from a set consisting of;
healthcare providers, patients, claims processors, doctors, hospitals, nursing facilities, practice groups, laboratories, and pharmacies, and interacting combinations of any of the foregoing entities. - View Dependent Claims (9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24)
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25. A computer implemented method of analyzing results of a predictive model applied to a data set pertaining to transactions of a plurality of entities, the method comprising:
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executing a predictive model on the data set to select from the entities, a suspect list containing a plurality of suspects, the suspects rank ordered according to their predictive model scores, each suspect associated with a list of reasons generated by the predictive model for including the suspect in the suspect list, the reasons for each suspect rank ordered by their from a predetermined set of reasons; for each reason, providing a hyperlink to a report tree comprising a plurality of predetermined hyperlinked reports, arranged by their hyperlinks to provide access from the reason in the suspect list to at least one summary report providing a summary analysis of data related to the reason and the suspect, at least one summary report hyperlinked directly or indirectly to at least one detail report containing a list of specific transactions which contribute to the inclusion of the suspect in the suspect list; receiving a user input selecting for one a suspect from the suspect list a hyperlinked reason in the list of reasons associated with the suspect, and in response, generating from the report tree for the selected reason, a summary report providing the summary analysis of the transactions related to the selected reason and suspect; and responsive to user input selecting a hyperlink to one of the detail reports, generating the selected detailed report from the transactions associated with suspect.
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Specification