System and method for targeted data gathering for tax preparation

A method implemented by a server computing device, the server computing device comprising a processor and a memory, the server computing device executing an electronic tax preparation application for targeted gathering of tax data for use with tax preparation, the electronic tax preparation application being stored as computer-executable instructions in the memory of the server computing device, said method comprising executing the instructions by the processor causing the server computing device to perform:

• generating and outputting, by executing a user interface manager of the tax preparation application and invoking a user interface generator, a user interface presentation comprising a plurality of interview questions or statements fora user;
• creating a user profile based on user information received though the user interface presentation from a user computing device over a network and responsive to the interview questions or statements;
• automatically identifying highly relevant tax topics based on the user profile, wherein a highly relevant tax topic is a tax topic determined to have a probability of being relevant to the user greater than a predetermined threshold;
• modifying one or more completion graphs, converted into one or more decision tables, for completing all required data fields for computing a tax return by eliminating nodes on the completion graphs that are not identified as being highly relevant tax topics, each completion graph representing a graph data structure, each completion graph comprising a plurality of nodes being logically dependent and connected with respective arcs forming one or more completeness paths for completing a tax topic determination, the plurality of the nodes comprising a beginning node, a plurality of intermediate nodes and a termination node, at least one arc being between the beginning node and at least one intermediate node, at least one arc being between the termination node and at least one intermediate node, and at least one arc being between different intermediate nodes, each node corresponding to a completion path, the beginning node and the intermediate nodes each corresponding to a respective tax question, a completion path for a tax rule and a logic operator generating a respective response corresponding to the respective tax question, respective arcs corresponding to respective answers and logic dependencies to the respective tax questions and the respective tax questions and being indicative of respective responses of the logic operator along each respective completeness path such that completion of the completion path for the tax rule is determined by the logic operator;
• executing a data capture utility of the tax preparation application through an application programming interface (API) and accessing one or more remotely located specific data sources containing the highly relevant tax topics and automatically capturing without user involvement, by using web crawling, user-specific tax data associated with the highly relevant tax topics from the data sources over the network, wherein the user-specific tax data is formatted in an extended MeF schema;
• executing a tax logic agent of the tax preparation application traversing the plurality of the nodes of the completion graph along each respective completion path from the beginning node to the termination node using the captured user-specific tax data and determining one or more suggested tax questions for obtaining missing tax data required to complete the tax return;
• receiving, by executing the user interface manager of the tax preparation application, the one or more suggested tax questions from the tax logic agent;
• and
• determining, by executing the user interface manager, a tax question to be presented to a user for completing the tax return and generating, by the user interface manager invoking a suggestion resolution element, an interview screen having the tax question to be presented to the user on a display of the user computing device for obtaining the missing tax data required to complete the tax return.