Imaging Application Recommendation via Operation Mode and Image Metadata
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Solution Overview
Problem
Existing methods struggle to recommend suitable applications for digital cameras based on their use state or desired captured images, as they rely on keyword search or user-current-application recommendations, which are inadequate for varying digital camera use scenarios.
Innovation Solution
A recommendation system that determines suitable applications for an imaging device by selecting images based on its operation mode and transmitting metadata to a server, which then recommends applications tailored to the current use state or image characteristics.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If keyword search or presentation of related applications is used to help users select applications, then the burden on users is reduced, but it becomes difficult to recommend applications that are suitable for specific digital camera use states or desired captured images
Solution Approach 1:
The patent changes the recommendation parameters from generic keywords to specific imaging parameters including operation mode, image characteristics, and camera settings. This allows the system to recommend applications that are specifically suited for the current imaging state while maintaining ease of use through automatic detection and recommendation.
2Ease of operation
If recommendation is based on applications currently being used, then user burden is reduced, but it cannot recommend applications suitable for varying digital camera use states or desired captured images
Solution Approach 1:
The patent segments the recommendation basis into multiple independent parameters including operation mode, image characteristics, and camera settings. This segmentation allows the system to accurately capture the specific imaging context and recommend applications that match the current use state rather than relying solely on currently used applications.
Solution Approach 2:
The system changes from using application usage history as the sole recommendation parameter to using multiple imaging-specific parameters such as operation mode, image characteristics, and camera settings, thereby improving recommendation accuracy for specific imaging contexts.
3Adaptability or versatility
If a vast amount of applications is provided for selection, then application variety is increased, but it becomes difficult for users to select a favorite application
Solution Approach 1:
The patent changes the selection criteria from generic application categories to specific imaging parameters such as operation mode and image characteristics. This allows the system to filter and recommend applications based on the current imaging state, making it easier for users to find suitable applications without being overwhelmed by the vast number of available options.
Data Source
AI summary
Provided is a recommendation apparatus including a determination unit configured to determine an application to be recommended to an imaging apparatus, based on information on an image selected in accordance with an operation mode of the imaging apparatus.