A search system includes circuitry that receives input data including a request from a user; displays, as search target information, one or more search target candidates satisfying a search condition among search targets, the one or more search target candidates being acquired by searching a database of the search targets by using the received input data as the search condition; and receives, as an input, first additional information based on first input information of the one or more search target candidates, the first additional information including an additional search condition that differs according to a search target candidate selected from among the one or more search target candidates.

According to embodiments of the disclosure, there are provided a method, an apparatus, a device and a medium for content presentation. The method includes: receiving a service viewing request from a client device; determining, in response to the service viewing request, a primary service and at least one additional service to be provided; and providing, to the client device, a presentation of an aggregate page including primary service information related to the primary service and additional service information related to the at least one additional service, where the primary service information is presented at a higher priority than the additional service information or the primary service information is more prominently presented than the additional service information.

A supporting program for a printer, when executed by a controller of an information processing device, causes the information processing device connectable to the printer, to perform printing processing in response to a universal printing program receiving, from the application program, a print instruction that causes the printer to print an image to be printed, and to receive an error event from the universal printing program, the error event being output by the universal printing program in response to the universal printing program receiving an error notification from the printer after the printing. In a case where the error event output from the universal printing program indicates an insufficient consumable error, the supporting program causes the information processing device to perform notification processing of displaying a notification screen that prompts purchase of a replacement consumable on a user interface of the information processing device.

Systems and methods for battery system management and monitoring apparatus(es) and equipment using a sensor cluster are described. The systems and methods can be used to automatically repair or otherwise address actual and predicted failure modes of the apparatus(es), which include electrical systems, power systems, energy storage systems, and other systems.

A computer-implemented method includes determining a set of target listings, retrieving a seed image associated with the seed listing, the seed listing is categorized within a first item category, and generating a seed item feature vector for the seed image using a convolutional neural network (CNN) trained with images of items. The method also includes identifying a plurality of feature vectors associated with the first item category, comparing the seed item feature vector to the plurality of feature vectors using a k-nearest neighbors (kNN) algorithm, and generating a set of nearest neighbor listings to the seed listing. The method further includes storing the set of nearest neighbor listings as associated with the seed listing, selecting one or more nearest neighbor listings from the set of nearest neighbors, and presenting the one or more nearest neighbor listings as a recommendation to a user of the online e-commerce system.

An electronic commerce system includes a work machine and a controller communicably coupled to the work machine and the user device. The controller is configured to generate a graphical user interface on a display, the graphical user interface comprising information related to the work machine and collect operation data from at least one of the work machine or the user device. The controller is further configured to generate a recommendation based on the operation data, provide the recommendation to a user via the graphical user interface, receive a user input interacting with the recommendation, and initiate a transaction implementing the recommendation.

A system may include a connectivity module communicatively and physically coupled to a work machine and one or more processing circuits configured to: receive data indicative of a component; obtain communication information associated with communicating with the component based on the data indicative of the component; populate, after receiving the data indicative of the component, at least one empty communication data entry of a profile corresponding to the work machine and the connectivity module with the communication information to create a machine-specific state of the profile that facilitates data interpretation and collection related to the component associated with the work machine by the connectivity module; and update the profile in response to receiving one or more additional communications indicative of one or more additional and/or removed components associated with the work machine.

A method for automatically spending a balance of an account, including determining that a remaining balance of the account is greater than a predetermined threshold, determining a spending balance, determining that a first item on a purchase list is affordable, scheduling a first order to purchase the first item, and sending a first notification of the first order to a user.

An invoice processing system configured to match a customer to a vendor based on independently received customer information. The system receives a first set of customer data from a customer, a second set of customer data and invoice data from a vendor, and matches the customer with the vendor using a matching algorithm. Optical character recognition and machine learning may be used to extract and classify customer data. The system may also standardize vendor data, facilitate vendor discovery based on keywords and search queries, and match customers to other vendors offering similar products or services.

Certain aspects of the disclosure provide for reducing the number of interactions and/or communications between a client device and server device, and for example, when placing an order on a client and server system for processing user interactions.