AI Estimation System for Content Setting Correction
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Solution Overview
Problem
In content generation, particularly for moving images like movies and animations, determining optimal content length and budget is often experience-dependent, leading to reworks and inefficiencies, especially for inexperienced creators.
Innovation Solution
An information processing apparatus that estimates values such as temporal length and shooting cost based on setting elements, compares these estimates with target values, and outputs correction information for adjusting setting elements, such as characters, locations, and props, to align with predetermined values like popularity and profitability targets.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If content creators rely on experience-dependent judgment for determining content length and budget, then subjective expertise can guide decisions, but inexperienced creators cannot make accurate assessments leading to reworks and inefficiencies
Solution Approach 1:
The patent introduces an AI-based estimation system as an intermediary between the setting elements and the target values. This intermediary automatically calculates temporal length, shooting cost, and other parameters based on input setting elements, eliminating the need for human experience-based judgment and providing consistent, accurate assessments for creators of all experience levels.
Solution Approach 2:
The system enables self-service by allowing the estimation apparatus to autonomously evaluate setting elements and provide feedback without human intervention. The apparatus automatically compares estimated values with target values and identifies appropriate corrections, making the assessment process independent of external expert judgment.
2Manufacturing precision
If creators make subjective judgments about content parameters, then flexibility in decision-making is maintained, but objective accuracy and consistency of assessments deteriorate
Solution Approach 1:
The patent implements a feedback mechanism where the estimation apparatus provides objective assessment results back to the content creation process. By comparing estimated values with target values and suggesting corrections to setting elements, the system maintains both accuracy and flexibility, allowing creators to make informed decisions while ensuring parameter precision.
3Reliability
If extensive experience is required for accurate content planning, then decision quality improves, but accessibility to content creation deteriorates
Solution Approach 1:
The patent replaces the mechanical system of human experience-based judgment with an automated AI estimation system. This substitution maintains high decision quality through consistent algorithmic evaluation while dramatically improving accessibility, allowing creators without extensive experience to make accurate assessments of their content plans.
Data Source
AI summary
Provided are an information processing apparatus, an information processing method, and a program capable of outputting information regarding correction of a setting element for content generation according to a target of a value generated by the content.The information processing apparatus includes a control unit that performs: a process of estimating a value caused by content on the basis of information of one or more of setting element set for generating the content; a process of comparing the estimated value estimated with a target value; and a process of outputting correction information regarding correction of the setting element on the basis of a result of comparison.