Adp, Inc.

Claria Corporation

Robert Wohlers

Debashis Ghosh

Kurt Newman

Scott Eagle

Marc E Silverberg

Lee E Amber

A method, system and apparatus for accessing an internal database that includes at least one payroll database, identifying an individual, a first location, a second location, a future date, and a time of day. Responsive to identifying the individual, the first location, the second location, the date, and the time of day, determining a predicted travel time for the individual between the first location and the second location at the time of day on the future date.

Commute distance optimization

A method, computer system, and computer program product that aggregates data regarding a plurality of factors correlated with demographic parameters; performs iterative analysis on the data using machine learning to construct a predictive model of purchasing propensity; populates, using the predictive model, a database with predicted values of spending propensity for selected demographic parameters; converts the predicted values of spending propensity in the database into percentages of observed values of spending propensity for a selected group of people within the selected demographic parameters over a specified time period to create indices of spending propensity; and rank orders the people within the selected group according to their indices of spending propensity.

Method and system for predictive modeling of consumer profiles

A method, a computer system, and a computer program product for predicting changes in market dynamics for a geographic region. A computer system identifies human resource data regarding employees of organizations. The human resource data comprises geolocation data based at least partially on a geolocation of the organization and geolocations of the employees. The computer system generates a plurality of location aggregates for different combinations of dimensions of the human resource data across a plurality of different geolocations. The computer system identifies a set of matched markets for a particular geographic region based on similarities among facts for the different combinations of dimensions among the plurality of location aggregates. The computer system identifies a predicted change in market dynamics for the particular geographic region based on a change in market dynamics for the set of matched markets. The computer system digitally presents the predicted change in market dynamics for the particular geographic region.

Market analysis system

A method and apparatus for reducing an amount of resources required for address validation. An address validation program running on a processor unit configures a tax information table in a payroll database to have an authorization column indicating whether an employee having data in a row of the tax information table has authorized release of data in the row; receives a validation request for at least one validated address entered in one or more request fields in a graphical user interface connected to the processor unit; searches only rows having an indication of authorization in the authorization column of the tax information table; and responsive to finding at least one current address in the tax information table, displays the at least one current address in one or more response fields of the graphical user interface as the at least one validated address.

Resource reduction in address validation

A computer-implemented method, system, and computer program product for research in a double-blind framework, links, by a data processing system, a double-blind framework application to an intra-network database, provides a double-blind framework portal linked to the double-blind framework application, and responsive to a request entered on the double-blind framework portal, provides to a requestor, responses to research surveys directed to an audience selected from the intra-network database based on an intra-change system. The intra-network database comprises a database of entities and employees of the entities that have opted-in to an intra-change system. The intra-change system provides financial incentives to the entities and employees by sharing a fee paid by the requestor for each research survey.

Double-blind research portal

A method, computer system, and computer program product are provided for automatically causing an action to be performed and a payment for the action to be made in a blockchain environment. The blockchain environment receives a transaction. The transaction is configured to activate a smart contract. In response to being activated by the transaction, the smart contract issues a message within the blockchain environment. The message causes the action to be performed at a location device and an indication of the payment for the action to be rendered on a display of a device.

Blockchain based action and billing

In one embodiment, a first message and a second message are sequentially displayed in the same presentation vehicle. Initially, the first message may be displayed in the presentation vehicle. The second message may replace the first message in the presentation vehicle if the presentation vehicle is about to be closed. Sequentially displaying two messages in the same presentation vehicle minimizes the number of presentation vehicles on a computer screen and provides at least two chances to attract an end-user's attention. It provides end-users with another alternative choice without taking up any more display space. When employed to display advertisements, for example, this provides more value to end-users and enables more advertisers to reach their target audience.

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Indian Land, SC, United States of America

Robert Wohlers