Group Messaging Thread Highlight Extraction
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Solution Overview
Problem
Conventional electronic messaging systems fail to effectively re-engage participants in group messaging threads after a period of absence, as participants are overwhelmed by numerous missed messages, leading to disengagement due to the time-consuming process of catching up.
Innovation Solution
An electronic messaging system that determines a participant's absence and identifies 'highlight' messages likely to be of interest, such as those with media, hyperlinks, or mentions, calculating scores for each message to prioritize and provide these to the participant upon re-accessing the thread, allowing for quick catch-up and re-engagement.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If all messages in the group messaging thread are provided chronologically to participants, then the complete conversation history is preserved, but absent participants are overwhelmed by the large number of messages and spend excessive time catching up
Solution Approach 1:
The system extracts only the most relevant messages from the complete conversation history and presents them to absent participants. Instead of showing all messages chronologically, the system identifies and extracts highlight messages based on engagement metrics, media content, and mention patterns, thereby reducing the time required to catch up while preserving essential conversation information.
Solution Approach 2:
The system segments the large volume of messages into different categories and prioritizes them for display. Messages are divided into highlight messages (containing media, mentions, or high engagement) and regular messages, allowing participants to first consume the most important content and then optionally explore the full thread if needed.
2Loss of information
If participants must read through all missed messages to understand the current context, then complete information is available, but participant engagement decreases due to the time-consuming process
Solution Approach 1:
The system performs preliminary analysis of the conversation thread before the participant returns, pre-identifying and pre-ranking the most relevant messages. This preliminary action of sorting and highlighting key messages occurs in advance, so when the participant returns, the context is already prepared and presented in an optimized order, eliminating the need to read through all messages sequentially.
Solution Approach 2:
The system changes the parameter of message presentation from chronological order to relevance-based order. By altering the sorting parameter from time-stamp sequence to engagement score or content importance, the system delivers context information more efficiently while maintaining participant engagement.
3Stability of the object's composition
If the system provides all messages in chronological order, then the complete thread is preserved, but the system cannot prioritize relevant content for absent participants
Solution Approach 1:
The system introduces dynamic adaptability into the message presentation by adjusting the display order based on participant-specific factors such as absence duration, message engagement metrics, and content types. While the underlying thread structure remains intact and can be accessed in full chronological order, the system dynamically prioritizes and presents messages based on their relevance to the returning participant.
Data Source
AI summary
The present disclosure is directed to systems and methods for identifying and providing highlight messages from a group messaging thread. For example, systems and methods described herein detect when a group messaging thread participant becomes absent from the group messaging thread, and identifies one or more highlight messages that were submitted to the group messaging thread while the participant was absent. Systems and methods described herein identify highlight messages that are specific to the absent participant, such that when the participant again accesses the group messaging thread, the participant can review the identified highlight messages in order to quickly “catch up” on the group messaging thread without having to read each electronic message submitted to the group messaging thread during the participant's absence.