Controller Analyzing Cartoon Reading Patterns for Statistical Data Generation
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Solution Overview
Problem
Current methods lack the capability to effectively generate and distinguish statistical data from cartoon reading patterns, including reading time, repeated readings, stopping points, comments, and feedback, for individual users and different cartoon data sets.
Innovation Solution
A method and apparatus that analyze cartoon reading patterns to generate statistical data, considering user interactions such as reading time, repeated readings, and feedback, and provide these data to external apparatuses via a communication network.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If statistical data is generated from cartoon reading patterns, then user engagement insights are improved, but data processing complexity increases
Solution Approach 1:
The patent segments statistical data generation into multiple independent modules: reading time statistics module, repeated reading detection module, stopping point tracking module, comment analysis module, and feedback processing module. Each module handles a specific aspect of reading pattern analysis independently, reducing overall processing complexity while capturing comprehensive user engagement information.
Solution Approach 2:
The patent introduces an intermediary data structure layer that stores raw reading pattern data before statistical processing. This intermediary layer acts as a buffer between data collection and statistical analysis, allowing complex transformations without increasing real-time processing complexity. The intermediary structure organizes raw data into standardized formats that simplify subsequent statistical operations.
2Loss of time
If reading pattern analysis is performed in real-time, then user interaction responsiveness is improved, but processing speed decreases
Solution Approach 1:
The patent implements periodic batch processing for statistical data generation, where reading patterns are collected continuously but analyzed in periodic intervals. This approach maintains real-time data collection responsiveness while performing complex statistical analysis in scheduled batches, balancing user interaction responsiveness with processing speed. The periodic action allows the system to update statistics at optimal intervals without blocking real-time reading operations.
3Quantity of substance
If multiple statistical parameters are tracked, then data comprehensiveness is improved, but measurement precision decreases
Solution Approach 1:
The patent applies local quality by assigning different measurement precision levels to different statistical parameters based on their importance. Critical parameters such as reading time and stopping points use high-precision measurement with millisecond accuracy, while less critical parameters like comment frequency use lower-precision counting. This differential precision approach maintains comprehensive data coverage while preserving measurement accuracy for key metrics.
Data Source
AI summary
Provided is a method of providing statistical data related to cartoon data provided to a cartoon data display apparatus, the method including: obtaining, by a controller, first cartoon reading information by analyzing a cartoon reading pattern of a first user when the first user reads first cartoon data; generating, by the controller, first statistical data from the obtained first cartoon reading information; and providing, by a communication unit, the generated first statistical data to an external apparatus in communication with the controller.