A series of associated merchant websites or respective merchant websites each selling narrowly defined product categories to shoppers who browse to select products for placement into a shopping cart. While each website is operated and controlled by a different merchant or a single merchant, each website has access to a shared server farm where information about each shopper is stored. Also shared is a virtual e-commerce shopping cart that the shopper can use to check out at any of the merchant websites even though the virtual e-commerce shopping cart may contain products from multiple different merchant websites. Each merchant website is associated with metadata limited to the narrowly defined product category, thereby providing enhanced SEO benefits without the need to purchase ad words. Each boutique specifically targets a single category making the shopping and buying experience easier. Information gathered from shoppers at each unique boutique is stored at the server farm for being shared with other associated merchants in the collection of sites. A shopper's user account will transfer between sites and allow the data gathered to be used in a cross-promotional method and will ensure the shopper's experience is consistent with what they like and want in future visits. Moreover, a merchant incentivizes an account holder to make an authorized transaction by terms and agreement to auditably donate to the account holder's affinity entity. To incent desirable commerce with locals, the merchant's terms may limit its donation by a derivation of navigation time between account holder and merchant, and/or by date and time of the transaction. The account holder can direct the donation to one of more affinity entities within their own community, and/or within a community where the transaction was physically conducted. An account holder can also donate at the time of transaction where the donation is paid by the account's issuer for reimbursement as a debit to the account holder's account statement. Other payment system participants may donate (the merchant's acquirer, issuer, and transaction handler for the issuer and acquirer), by way of favorable interchange rates, can also make audible donations to account holder directed affinities entities.

An information processing device applies a machine learning model to content for a specific thing for sale to generate changed content in which a predetermined portion other than the specific thing for sale in the content is changed, provides a user with the changed content having been generated, and applies a machine learning model to content for another thing for sale and changes a predetermined portion other than the other thing for sale in accordance with an action of the user with respect to the changed content in the content for the other thing for sale to generate changed content for the other thing for sale.

A store server is configured to be installed in a store and includes a communications interface, a memory, and a processing circuit. The communications interface is configured to facilitate communication with one or more other store servers installed in one or more other stores and a user terminal within the store. The memory is configured to store other store content related to products of the one or more other stores received from the one or more other store servers. The processing circuit is configured to acquire customer identification information that identifies a customer, transmit shopping content to a user terminal carried by the customer that includes information determined based on the customer identification information and the other store content stored in the memory, acquire purchase content related to product purchased by the customer in the store, and transmit the purchase content to the one or more other store servers.

In examples, a method of controlling customer access to an assay system comprises (a) receiving a system identifier; (b) identifying said system identifier; and (c) utilizing information obtained from the system identifier to perform one or more operations selected from: (i) enabling full access to said system and/or a consumable used in said system; (ii) enabling partial access to said system and/or a consumable used in said system; or (iii) denying access to said system and/or a consumable used in said system.

A system and method for generating an electronic catalog booklet for online computer users is disclosed. The system and method in an example embodiment includes providing access to a database of item listings; enabling selection of a plurality of item listings from at least some of the item listings provided in the database; enabling arrangement of the plurality of selected item listings on a plurality of pages in a computer-generated electronic catalog booklet; recording an identifier of the computer-generated electronic catalog booklet; and recording information associating each of the plurality of selected item listings with the identifier of the computer-generated electronic catalog booklet.

An information processing apparatus that analyzes video data obtained from an image capture apparatus to detect an article that has been pre-registered is disclosed. The apparatus, in a case where an article that is determined to be a property of an article holder that has been pre-registered is detected, searches for an advertisement viewer located within a range of a predetermined distance from the article holder from among advertisement viewers that have registered the article as an article they are interested in. The apparatus then informs an advertisement viewer found by the search of location information of the article.

Technologies are provided for reformulation of a tail query to a head query with the same purchase intent by mapping the tail query to the head query. In some of the technologies, a reasonable embedding can be learned on historical head queries. The embedding can then be refined by leveraging rewards generated from a persistently noisy oracle that compensates for the lack of historical behavioral signal for tail queries. Further, a contextual sampling technique that uses text-based rewards or oracle-based rewards, or both, can be implemented in order to avoid biases introduced by persistent noise in the oracle. Numerical experiments on large scale e-commerce datasets demonstrate that the provided technologies can outperform several conventional approaches to query reformulation.

Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform acts of: providing a search engine that includes, or communicates with, a recall personalization model configured to generate personalized recall sets of search results for users; receiving, at the search engine, a search query submitted by a user; generating, using the recall personalization module, a feature vector for the user that includes contextual features associated with the user; generating, using the recall personalization model, a simulated narrowing query that includes the search query submitted by the user and the feature vector; generating, using the search engine, a recall set of search results based, at least in part, on the simulated narrowing query. Other embodiments are disclosed herein.

A search system is provided for presenting diamonds that are available for sale to a user of the search system. The search system includes a graphical interface through which the user may input search parameters corresponding to gemological features. Diamond listings are generated in accordance with te search parameters and arranged according to user preferences.

Disclosed is a method of electronic commerce of vehicles. The method involves a server sending, responsive to search parameters, search results including identifying information of one or more matching vehicles. Available vehicles are conditionally included in the search results based on whether the available vehicles match the search parameters and each additional condition is met. In accordance with an embodiment of the disclosure, the additional condition includes a condition that, for each available vehicle in which its source market is different from a destination market of a prospective purchaser, a list price plus additional charges for exporting the available vehicle from the source market to the destination market is less than the wholesale value in the destination market. Thus, available vehicles that are too expensive and thus not practical for sale in a destination market can be omitted, thereby improving the electronic commerce of vehicles.