Systems and methods are described herein for generating potential feature combinations for a new item. A neural network may be utilized to identify positive and/or negative sentiment phrases from textual data. Each sentiment phrase may correspond to particular features of existing items. A machine-learning model may utilize the sentiment phrases and their corresponding features to generate a set of potential feature combinations for a new item. The potential feature combinations may be scored, for example, based on an amount by which a potential feature combination differs from known feature combinations of existing items. One or more potential feature combinations may be provided in a feature recommendation. Feedback (e.g., human feedback, sales data, page views for similar items, and the like) may be obtained and utilized to retrain the machine-learning model to better identify subsequent feature combinations that may be desirable and/or practical to manufacture.

A method and apparatus for managing capabilities of an account of a user system at a commerce platform are described. The method may include receiving, at the commerce platform, a request from a user system that identifies an account at the commerce platform and includes a capability requested for the account, where the requested capability corresponds to a desired functionality of the account. The method may also include mapping the requested capability to a compliance plan that defines a set of account data to be collected before activation of the capability for the account by the commerce platform. Furthermore, the method may include transmitting a message, generated by the commerce platform, that comprises a listing of additional data to be provided by the user system before activation of the capability for the account, where the additional data comprises a minimal set of account data defined by the compliance plan less any data already associated with the account at the commerce platform. The method may also include, in response to receiving, by the commerce platform, at least one response from the user system that includes the additional data, activating the capability for the account.

A method, system, and computer program product for identifying a malicious user obtain a plurality of service requests for a service provided by a processing system, each service request of the plurality of service requests being associated with a requesting user and a requesting system, and a plurality of service responses associated with the plurality of service requests, each service response of the plurality of service responses being associated with the processing system; and identify the requesting user as malicious based on the plurality of service requests and the plurality of service responses.

In general, this disclosure describes a multi-zone secure AI exchange. The multi-zone secure AI exchange may be implemented in a multi-cloud, multi-data center environment, where each zone may be in a different cloud or data center. The multi-zone secure AI exchange may include a data repository, a data exchange, and shared services. The data repository may be configured to store algorithms and datasets, each having a respective owning user. The data exchange may receive datasets and algorithms from the data repository, and may perform the algorithms to produce output data. Each of the data repository, data exchange, and shared services may have a different level of security. The data repository may implement the highest level of security, allowing the owner user, and only the owning user, to control how their data and algorithms move in and out of the data repository, or are changed while in the data repository.

Disclosed herein are systems, methods, and non-transitory computer-readable storage media for uploading, by a verified party, verified-party content to a media platform, receiving requests by a client device for store content, and displaying the uploaded verified-party content along with store content on the client device.

A system and method for exchanging or selling event tickets, including a database, a computing device, a seller's mobile device and a buyer's mobile device, a network connecting the computing device and the mobile devices, a plurality of modules executing on the computing device including an authentication module, a geolocation information, and a tickets information module, wherein the geolocation information module tracks the geolocations of the one or more users' mobile devices and verifies that the geolocations of the seller's mobile device and the buyer's mobile device are within a same venue as a prerequisite to the confirmation platform module facilitating an exchange of tickets.

Certain embodiments of the present invention provide methods and systems for dynamic classification of electronic vendors. Certain embodiments provide a method for dynamic vendor classification. The method includes analyzing a vendor based on a comparison of vendor features; categorizing the vendor based on the analysis; and permitting access to the vendor according to the categorization of the vendor. The categorization may include trusted, not trusted, or unsure, for example. Analysis may include comparing a first outlet of the vendor with a second outlet of the vendor, for example. Analysis may include comparing an outlet of the vendor with an outlet of a second vendor, for example. A vendor may be defined as a particular outlet for a vendor and/or all outlets associated with a vendor (a vendor entity).

A computer-implemented method includes generating on a user terminal a merchant web site associated with a merchant with code for a merchant web page, transmitting a product selection request for the user to a remote open payment system that is separate from the merchant, and displaying purchase information responsive to the product selection request using the code for the merchant web page.

A method for signing up a user to a service for controlling at least one functionality in a vehicle (10) by means of a user terminal (20) comprises the following steps: —communicating a user identifier and an identifier associated with the vehicle (10) to a server (50); —having the server (50) authenticate an electronics unit (11) of the vehicle (10); —in the event of successful authentication, registering the user identifier and the identifier associated with the vehicle (10) in association with one another in the server (50).

A method for the verification and authentication of additive manufactured product, comprising the steps of receiving, from a customer, at least one customer requirement for a product, deriving at least one manufacturing requirement and generating a product geometry file for the product, recording, by a first computing device, to a distributed transaction register, a first transaction reflecting certification of the product geometry file, obtaining a first output reflecting the first transaction, printing the product with a 3D printer, recording, by a second computing device, to the distributed transaction register, a second transaction reflecting the printing of the product and the first output, obtaining a second output reflecting the second transaction, embedding within the product a unique code reflecting the second output, whereby the product geometry file and the printing of said product may be verified with the unique code such that the product may be authenticated.