Abstract: The present disclosure relates to systems and methods for enhanced mapping of transaction data to a target document, and for classifying line items of the mapped transaction data, using classification algorithms. Embodiments provide a system including a column mapping module to receive a target scheme specifying a target structure for the target document, receive transaction data having a source structure, and map at least one source column to at least one target column of the target columns based on application of classification algorithms to features identified from the source transaction data. The system also includes a row classification module to classify the rows of the mapped transaction data into classification categories. The system also includes a validation handler to receive validation input from a user, validating the column mapping and/or the row classification. The validating including accepting the recommendation or rejecting the recommendation and selecting a correct choice.

Abstract: Exemplary embodiments of the present disclosure relate to systems, methods, and non-transitory computer-readable media that achieve eventual consistency of interrelated data in a computing system based on a relationship between the interrelated data (e.g., dependencies between interrelated data) and a configuration of an application programmed to consume the interrelated data. Exemplary embodiments can utilize one or more implicit or explicit dependency graphs, such as an implied or explicit directed acyclic graph corresponding to the interrelated data and the dependencies between the interrelated data. Subsets of the interrelated data can be associated with one or more groups or boundaries in the dependency graphs based on a configuration of applications programmed to consume the interrelated data and/or based on the dependencies between the interrelated data.

Abstract: Systems and techniques are disclosed for planning and performing an audit. The systems and techniques determine whether a Single Audit or a program-specific audit is to be performed for an entity, and automatically select one or more compliance procedures that are to be used during the auditing process.

Abstract: A data network storing data relating to work done by vendors for clients is described. The network includes two or more servers, each server containing (1) an exhaustive vendor data base that contains client-independent vendor data for every vendor, and (2) one or more individual client databases, each containing client information for a single client. The exhaustive vendor data base is replicated between the servers, and the client information for each client is contained by one individual client data base on one server.

Abstract: A facility for insuring information currentness is described. The facility receives from a party a request to submit an invoice. In response to receiving a request, the facility tests the currentness of information to be provided by the party. The facility permits the party to submit an invoice in connection with the request only if the testing determines that the information to be provided by the party is current.

Abstract: A method of determining locations for social media postings may include: retrieving, by communicating with at least one application programming interface (API) of a social media system over one or more first communication networks, at least one social media posting; determining at least one location mention in the at least one social media posting; determining at least one location based on the at least one location mention; determining a primary location from the at least one location; storing, in at least one database on a non-transitory machine-readable storage medium, at least one set of geo-coordinates for the primary location in at least one posting object for the at least one social media posting; and outputting, by communicating with a user system over one or more second communication networks, the at least one social media posting with the stored at least one set of geo-coordinates for display on the user system.

Abstract: A method for enabling a user to search database profiles includes receiving user input categorizing an information need, and determining whether the user input corresponds to a first or a second type of category. In response to determining that the user input corresponds to the first category type, the method includes requesting user input defining a first query, and in response to receipt of the query, and executing the defined first query against a set of one or more databases based on the user input categorizing the information need. In response to determining that the user input corresponds to the second category type, the method includes requesting additional user input regarding the information need.