An assortment planning method, an assortment planning system and a processing apparatus thereof for a smart store are provided. The assortment planning system includes at least one tracking apparatus, a plurality of detecting apparatuses, and a processing apparatus. The tracking apparatus is used to identify a plurality of consumer tracks. The detecting apparatuses are used to detect a plurality of consumer interactive behaviors of a plurality of products. The processing apparatus includes a binding device, an intention analyzing device and an estimating device. The binding device is used to bind the consumer interactive behaviors with the consumer tracks to obtain a number of interactive behavior time sequence records. The intention analyzing device is used to obtain a plurality of consumption intentions for the products according to the interactive behavior time sequence records. The estimating device is used to estimate a best product combination according to the consumption intentions.

A messaging gamification device. A messaging gamification device can include a customizable message provisioning system and a customizable display system. A method of operating a messaging gamification device can include controlling reproduction of content on a customizable display system of the gamification device according to how a user interacts with the gamification device and content presentation rules.

An event servicing (ES) computing device for targeting ancillary merchants based on wallet events is provided. The ES computing device receives primary purchase data for a primary purchase made by a user with a primary merchant, and determines and displays to the user one or more secondary merchants based at least in part on the primary purchase data. The ES computing device further receives secondary purchase data for at least one secondary purchase made by the user from the one or more secondary merchants and determines whether the user has requested to cancel the primary purchase. When the user has requested to cancel the primary purchase, the ES computing device automatically cancels the at least one secondary purchase. When the user has not requested to cancel the primary purchase, the ES computing device processes payment transactions for the primary purchase and the at least one secondary purchase.

In general, embodiments of the present invention provide systems, methods and computer readable media for recommending contextually relevant promotions to consumers in order to facilitate their discovery of promotions that they are likely to purchase from a promotion and marketing service.

A system includes a device, a database, and a processor. The device receives a social network post including text and an image depicting a customizable product. The database stores a purchase history of a user of the device. In response to determining that the device displayed the post, the processor determines, using a machine learning algorithm, that the image depicts the product and determines a set of retailers offering the product. The processor predicts, based in part on the purchase history, a customization for the customizable feature of the product that the user prefers and a retailer of the set of retailers offering the customized product. The processor then sends a recommendation of the customized product to the user, including a link to purchase the product from the predicted retailer. Then, in response to receiving a purchase request from the user, the processor completes a purchase of the customized product.

Systems and methods are provided for facilitating a chat session. The systems and methods may include receiving chat data, and predicting a likelihood of interest of the user in the chat data, the prediction being based on a model of the user's behavior and information reflecting an attribute and an availability associated with a user. The systems and methods may further include providing a notification to a device associated with the user based on the determined likelihood of interest.

Dynamic content can be delivered via email. Email messages include HTML content with one or more hyperlinks referring to a network-connected dynamic content server. The hyperlinks are accessed upon rendering of the email on a client device, triggering a request to a dynamic content server. The dynamic content server determines a content item to be served in response to the request. The dynamic content item determination may be based on factors including the identity of the requester, the email communication in which the hyperlink is embedded, recent activities or behavior on the part of the requester, and/or known preference or demographic information associated with the requester. The request can be directed to a selected content item stored within a content delivery network, for transmission back to the requester and display to the user within the email.

An online system receives a content item from a content provider, the content item having a bid price and including a link to a messaging application. The link is configured to initiate a direct message in the messaging application between the content provider and a user who interacts with the content item. The online system receives a request for content items from a target user and determines a compatibility score between the target user and the content item based on one or more sets of criteria. A first set of criteria indicates a compatibility between the user and the messaging application. The online system determines a subsidy for the content item based on the compatibility score. The online system adjusts the bid price with the determined subsidy to determine an auction price and includes the content item with the auction price in a selection process for presentation to the user of the online system.

[Object] To improve convenience for providing a coupon with the use of a spatial or temporal modulation component added to light that can be captured while a service is being used.

[Solution] Provided is a method for providing a coupon by using a terminal device and at least one server configured to provide a service to the terminal device, the method including: capturing light while the service is being used, transmitting key information based on a spatial or temporal modulation component of the light to the server, and receiving coupon information related to the service transmitted from the server by using the terminal device; and receiving the key information from the terminal device and issuing the coupon information in accordance with the key information by using the server.

Described is a system for discovering user interests through online social media, and more specifically, to a way of doing so by means of a bi-directional graph model. During operation, the system generates a confidence matrix F based on user interactions and co-occurring tags on a social media platform. The confidence matrix F indicates a likelihood of the users in the social media platform as being interested in a particular topic. Based on such likelihoods, an action can be initiated regarding a particular topic for those users whose likelihood of being interested in the particular topic exceeds a predetermined threshold. For example, the system generates and presents an online advertisement to users regarding a particular topic to those users whose likelihood of being interested in the particular topic exceeds a predetermined threshold.