Multimedia Activity Segmentation and Throttling
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Solution Overview
Problem
Content creators and consumers face challenges in collaborating effectively and receiving detailed feedback to improve content, with existing systems lacking in facilitating enhanced interaction and feedback mechanisms.
Innovation Solution
A computer-implemented data processing method that manages conversations linked to multimedia content by filtering and displaying activities based on viewer-specific criteria, allowing for the association of user activities with segments of multimedia content and enabling asynchronous conversations, sentiment analysis, and engagement scoring.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If all user activities are displayed for each multimedia content segment, then complete feedback information is provided, but information overload and user confusion increase
Solution Approach 1:
The patent extracts and displays only the most relevant user activities (such as questions, comments, and reactions) for each multimedia content segment, rather than showing all activities. This selective extraction prevents information overload while maintaining feedback completeness by focusing on the most valuable interactions.
Solution Approach 2:
The system applies different display qualities and levels of detail to different segments based on their engagement characteristics. High-engagement segments receive more detailed activity displays, while low-engagement segments receive simplified views, optimizing the user experience for each specific content region.
2Loss of information
If detailed filtering criteria are implemented for displaying activities, then relevant information is better organized, but system complexity increases
Solution Approach 1:
The patent implements a universal filtering system that handles multiple types of activities (questions, comments, reactions) and multiple segmentation criteria (temporal, thematic, engagement-based) through a single unified framework. This multi-functional approach organizes diverse information effectively without proportionally increasing system complexity.
Solution Approach 2:
The system dynamically adjusts filtering parameters based on content characteristics and user preferences, changing the organization criteria adaptively rather than requiring complex static filtering rules for every scenario.
3Measurement precision
If user activities are linked to specific content segments, then feedback precision is improved, but data processing complexity increases
Solution Approach 1:
The patent divides multimedia content into discrete segments and links user activities to specific segments, creating a structured data model that improves feedback precision. This segmentation approach organizes data systematically, making processing more manageable despite the increased detail.
Solution Approach 2:
The system introduces an intermediary layer that manages the mapping between user activities and content segments, simplifying the data processing complexity by handling the association logic in a dedicated component rather than requiring complex integrated processing.
4Adaptability or versatility
If asynchronous conversations are enabled among viewers, then collaboration is enhanced, but system resource consumption increases
Solution Approach 1:
The patent implements periodic or event-driven updates for asynchronous conversations, where the system processes and notifies users only when new activities occur rather than continuously monitoring all interactions. This reduces system resource consumption while maintaining full collaboration capability.
Solution Approach 2:
The system allows users to self-manage their conversation participation and notification preferences, enabling them to control their own resource consumption while maintaining access to collaboration features when needed.
Data Source
AI summary
An activity management system is configured to allow users to access multimedia content where the multimedia content is divided into segments. While a user is viewing or interacting with the multimedia content, the user can submit one or more activities (e.g., comments, questions, replies, or reactions) using an interface. The system is operable to electronically link the activity provided by the user with the particular segment of multimedia content in which the activity was captured by the system. The system is also configured to throttle the number of activities that are displayed to a user for any given segment based on (1) viewers linked to the user (e.g., groups, social media groups, etc.), (2) viewers that influence the user, (3) viewers selected by the user, (4) viewers that cause the user to be engaged with the multimedia content, and (5) a threshold number of activities set by the viewer or the system.