Video Template Pushing Using Creation And Viewing Heat
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Solution Overview
Problem
The process of pushing video editing templates in creation-oriented content ecosystems is complex due to richer and multi-level content ecology, requiring accurate calculation of heat metrics that consider both video creation and publishing ends, and addressing homogenization of templates.
Innovation Solution
A method for pushing video templates that involves obtaining and presenting a candidate template description information set based on heat metrics, including creation and viewing preferences, to accurately determine a target video editing template through human-machine interaction.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If video templates are pushed based on traditional single-end heat metrics, then the pushing process is simple, but the accuracy and reliability of template selection deteriorates in creation-oriented content ecosystems
Solution Approach 1:
The patent segments the heat metric calculation into two distinct components: first heat (creation end preferences) and second heat (viewing end preferences). This segmentation allows each heat type to be calculated and optimized independently, improving measurement precision without overwhelming system complexity.
Solution Approach 2:
The patent adds a new dimension to heat metric evaluation by incorporating both creation end and viewing end perspectives. This dual-dimensional approach transforms the traditional single-end heat calculation into a multi-perspective evaluation system, enhancing accuracy while maintaining manageable complexity through structured processing.
2Reliability
If multiple heat dimensions are considered for accurate template selection, then template determination accuracy improves, but system complexity increases
Solution Approach 1:
The system segments the complex multi-dimensional heat evaluation into distinct modules: first heat calculation module, second heat calculation module, and template matching module. Each module handles a specific aspect of the evaluation, improving reliability while keeping individual module complexities manageable.
Solution Approach 2:
The patent performs preliminary actions by pre-calculating and storing first heat and second heat values for multiple candidate templates before the actual template selection occurs. This preliminary preparation reduces the complexity of the final selection process while ensuring reliable, data-driven template determination.
3Measurement precision
If traditional video template pushing methods are used in creation-oriented ecosystems, then implementation is straightforward, but template homogenization increases and user preference accuracy decreases
Solution Approach 1:
The patent segments the template pushing process into distinct phases: candidate template identification, first heat calculation, second heat calculation, and final template selection. This segmentation improves user preference measurement accuracy by systematically considering multiple factors while maintaining operational clarity through structured workflow.
Solution Approach 2:
The patent introduces another dimension to template evaluation by simultaneously considering both creation end preferences (first heat) and viewing end preferences (second heat). This multi-dimensional evaluation improves user preference measurement accuracy and reduces template homogenization while maintaining reasonable implementation complexity through modular processing.
Data Source
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AI summary
The present disclosure relates to a method, apparatus, apparatus, and medium for pushing a video template. First heat of a candidate video editing template represents creation heat of the candidate video editing template at a video creation end, and second heat represents viewing heat of a target video, that is created by using the candidate video editing template, at a video publishing end. Heat of the candidate video editing template may be determined based on heat in an entire link between the video creation end and the video publishing end. This expands the consideration factors of the heat of the candidate video editing template, improves the accuracy of the heat of the candidate video editing template, and improves the accuracy of the determination of the candidate template description information set. Moreover, a target video editing template is more accurately determined, and the target video editing template is presented to the client for users to use to create and publish a video. Therefore, the method for pushing the video template can be applied to a creation-oriented content ecosystem scenario, and the reliability of the pushing method of the video template is also ensured.