One embodiment of the present invention provides a system for generating a product recommendation. During operation, the system obtains data indicating vertices and edges of a graph. The vertices represent consumers and products and an edge represents an access relationship. The system may receive a query indicating an ego for determining a product recommendation. The system may then traverse the graph from a vertex representing the ego through a plurality of edges to a plurality of vertices representing products. The system may traverse the graph from the plurality of vertices representing products to a plurality of vertices representing other consumers. The system may then traverse the graph from the plurality of vertices representing other consumers to a plurality of vertices representing other products. The system may generate a recommendation that based on the plurality of vertices representing other products.

A system for generating and communicating playable videos over a computer network to customers of subscribing retailers is provided. The system employing software running on computers in engaged electronic memory, provides for the assembly and video content categorizing of information concerning each electronic video, in a library of such held in electronic memory, to allow for individual electronic video files to be matched to the customers, based a correlation thereof to the interests, buying habits, social and other ascertained customer information relating to each respective customer.

Methods and systems are disclosed for displaying an augmented reality virtual object on a multimedia device. One method comprises detecting, in an augmented reality environment displayed using a first device, a virtual object; detecting, within the augmented reality environment, a second device, the second device comprising a physical multimedia device; and generating, at the second device, a display comprising a representation of the virtual object.

A method for determining a size of a garment, comprising: receiving an image comprising a representation of the garment and a representation of a reference element, the reference element having a predefined shape and predefined dimensions; identifying the representation of the garment within the received image; identifying the representation of the reference element within the received image; determining first dimensions of the representation of the reference element within the received image and second dimensions of the representation of the garment within the received image; determining real dimensions of the garment using the first dimensions of the representation of the reference element within the received image, the second dimensions of the representation of the garment within the received image and the predefined dimensions of the reference element; and outputting the real dimensions of the garment.

Real time item listing modification is described. A listing modification system receives, via a real time communication protocol from a client device, user interaction data that describes an item listing of a network-based commerce system currently being accessed at the client device. The user interaction data further describes an identity of a user of the client device and a mariner in which the user of the client device interacts with the item listing. A modification user interface is generated for output at a different computing device and configured to present the user interaction data together with controls that are selectable to cause modification of the item listing output to the client device. The modified item listing is selectively output to only the client device, such that other computing devices simultaneously accessing the item listing are not updated to display the modified item listing.

Different action user-interface components in a comparison view are described. Initially, a selection is received to display a comparison view via a user interface of a listing platform. Multiple listings of the listing platform are selected for inclusion in the comparison view. A comparison view system determines which action of a plurality of actions, used by the listing platform, to associate with each of the listings. A display device displays the multiple listings concurrently in a comparison view via a user interface of the listing platform and also displays an action user-interface component (e.g., a button) in each of the plurality of listings. The action user-interface component is selectable to initiate the action associated with the respective listing. In accordance with the described techniques, the action user-interface component displayed in at least two of the multiple listings is selectable to initiate different actions in relation to the respective listing.

A computerized exchange network makes available on the Internet collected information of items under inspection, such as goods, real estate, or the like. In one aspect, the items and collected information, such as images and videos, are added to a virtual showroom or other virtual inspection site that presents an inventory of such goods, real estate, or the like available from multiple sellers and/or locations. In another aspect, detailed objective information about the items is provided. In another aspect, a data structure includes desired criteria for a desired item and provides an alert when an item of interest matches the desired criteria.

Systems and methods for managing a store's displays and for automatically ordering components for such displays. A system includes at least one database of products details regarding each product's various prices, physical packaging dimensions, descriptions, and at least one image of each product. The system allows a user to configure a fixture on which products are to be displayed. Each display fixture can then be provisioned by the user so that the identity of the products to be displayed on each display peg or shelf is displayed. The database may also include a database of the various display fixtures used in the store along with the parts, components, and supplies for those fixtures. The system automatically generates purchase orders and authorization requests if an order is above a certain amount. In the event a request is not addressed within a certain amount of time, the system generates automated reminders.

A method and system for undertaking a transaction in a Three-Dimensional (3D) interactive environment. The method includes invoking, by a processor associated with a system, from a source application, using a widget, a metaverse environment from a plurality of available metaverse environments, the invocation of the metaverse environment enabling a user to undertake experiential experiments on a plurality of products that form part of the invoked metaverse environment. The method includes selecting one or more products based on the experiential experiments. Further, the method includes processing, by the processor, in the invoked metaverse environment, using a meta-cart checkout engine of the invoked metaverse environment, purchase transaction for the selected one or more products, wherein the meta-cart checkout engine places the selected one or more products into a cart along with transmitting 3D metadata associated with the one or more products to a server.

A system is provided that executes a contest that includes displaying an image of a face of a model, among a plurality of models, to a user; receive inputs from the user to adjust a color of a blended cosmetic product to be applied to the face of the model; display the model with the adjusted color selected by the user; receive the image of the face of the model with the adjusted color as an entry of the user; display the entry of the user to a plurality of users and provide the plurality of users an option submit a vote on the entry of the users and entries of other users; output a result of a contest based on an entry receiving a highest number of votes. The system is further configured to output one or more colors of the blended cosmetic product included in the highest vote receiving entries corresponding to an extracted model as a recommendation to a user.