Content Presentation Control via Operation Log Analysis
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Solution Overview
Problem
Existing content presentation technologies fail to automatically adjust volume levels and playback speeds in response to changes in image and sound content during playback, requiring manual user intervention and not accounting for user preferences over time.
Innovation Solution
An information processing apparatus that analyzes operation logs to identify trends in user interactions with content, generating control information for adjusting volume levels, playback speeds, and presentation timing to match user preferences, and provides this information for automatic content control.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If manual volume adjustment is used during content playback, then the user can control presentation quality, but the user experience deteriorates due to repeated manual operations
Solution Approach 1:
The system automatically adjusts volume levels during content playback based on operation logs and identified user preferences, eliminating the need for manual user intervention. The content presentation apparatus serves itself by autonomously controlling volume changes according to learned patterns from historical operation data.
Solution Approach 2:
The system collects operation logs from user interactions with content playback controls, analyzes these logs to identify volume adjustment patterns and preferences, and uses this feedback to automatically control future volume adjustments during content presentation, creating a closed-loop system that continuously improves user experience.
2Extent of automation
If automatic volume control based on operation logs is implemented, then the user experience improves through automated adjustments, but the device complexity increases due to logging and analysis mechanisms
Solution Approach 1:
The operation log storage mechanism serves multiple functions: it records user preferences for future automatic control, provides data for analyzing content characteristics, and enables identification of user-specific playback patterns. This multi-functional approach consolidates what could be separate complex systems into a unified logging and analysis framework.
Solution Approach 2:
The system performs preliminary analysis of operation logs to identify user preferences and content characteristics before actual content playback begins. By pre-processing and storing analyzed preference data, the system reduces the computational complexity required during actual playback, as the heavy analysis work is completed in advance.
3Stability of the object's composition
If volume levels are resumed from previous settings, then playback continuity is maintained, but the system fails to adapt to changes in content characteristics over time
Solution Approach 1:
Instead of statically resuming fixed volume settings from previous playback sessions, the system dynamically adjusts volume levels during content playback based on real-time analysis of operation logs and identified user preferences. The volume control transitions from a static resume function to a dynamic adaptive control system that responds to content characteristics and user behavior patterns.
Solution Approach 2:
The system changes the volume parameter dynamically during content playback based on analyzed operation logs and identified patterns. Rather than maintaining a fixed volume setting or simply resuming the last setting, the system continuously adjusts the volume parameter to match user preferences and content characteristics, transforming volume control from a static parameter to a dynamically optimized one.
Data Source
AI summary
It is an object of the present invention to allow for appropriate control of how to present content during presentation of the content. An information processing apparatus obtains content identification information. Storage means stores operation logs each of which includes both the time at which an operation to control presentation of content was performed during presentation of the content and details of the operation. The information processing apparatus retrieves operation logs corresponding to the obtained content identification information from the storage means. Based on the retrieved operation logs, a tendency of operation changes is identified. In accordance with the tendency, the information processing apparatus generates control information for controlling how to present content. The control information includes details of control and a timing of the control. The information processing apparatus provides the control information.