Abstract: A method can include establishing, by a computing system, a secure electronic network connection to an electronic agent running configured to access the dataset to dynamically generate the metadata related to the dataset on a client computing system. A method can include receiving, by the computing system, from the electronic agent via the secure electronic network connection, metadata related to a dataset, the metadata comprising a plurality of attributes of the dataset and a summary of the dataset. A method can include applying a valuation model to the metadata to determine an estimated value of the dataset, the valuation model comprising a machine learning model trained using marketplace data comprising sales prices and attributes of one or more datasets, wherein the model is trained to output the sales prices of the one or more datasets. A method can include determining, an estimated value of the dataset.

Abstract: Systems and methods for authenticating the identity of a user prior to giving access to confidential data at a user interface via a network are described. In an exemplary implementation in an Internet environment, a server hosts an application providing selective access by the user to confidential data related to the user. The user provides initial data to the application as part of a request to access the confidential data. At least one database having the confidential data stored therein is accessed by the server to retrieve confidential data relating to the user located in the database based on the initial data received from the client interface. An exam creation function causes the server to create an exam comprising at least one question based at least in part on a portion of the confidential data relating to the user. This function creates the exam based on at least one exam definition.

Abstract: Systems and methods for authenticating the identity of a user prior to giving access to confidential data at a user interface via a network are described. In an exemplary implementation in an Internet environment, a server hosts an application providing selective access by the user to confidential data related to the user. The user provides initial data to the application as part of a request to access the confidential data. At least one database having the confidential data stored therein is accessed by the server to retrieve confidential data relating to the user located in the database based on the initial data received from the client interface. An exam creation function causes the server to create an exam comprising at least one question based at least in part on a portion of the confidential data relating to the user. This function creates the exam based on at least one exam definition.

Abstract: Systems and methods for authenticating the identity of a user prior to giving access to confidential data at a user interface via a network. In an embodiment, a user provides initial data as part of a request to access the confidential data. At least one database having the confidential data stored therein is accessed by the server to retrieve confidential data relating to the user based on the initial data. An exam creation function causes creation of an exam comprising at least one question based at least in part on a portion of the confidential data relating to the user. This function creates the exam based on at least one exam definition. An exam administration function causes transmitting of the exam to the client interface for presentation to the user. The user is granted access to the confidential data subsequent to determination that the user successfully passed the exam.

Abstract: Systems and methods for authenticating the identity of a user prior to giving access to confidential data at a user interface via a network. In an embodiment, a user provides initial data as part of a request to access the confidential data. At least one database having the confidential data stored therein is accessed by the server to retrieve confidential data relating to the user based on the initial data. An exam creation function causes creation of an exam comprising at least one question based at least in part on a portion of the confidential data relating to the user. This function creates the exam based on at least one exam definition. An exam administration function causes transmitting of the exam to the client interface for presentation to the user. The user is granted access to the confidential data subsequent to determination that the user successfully passed the exam.