Dynamic Message Expiration Based on Member Response Patterns

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Solution Overview

Problem

Members often struggle to respond to offers in a timely manner on social networking platforms, leading to socially awkward situations and cluttered messages for senders, as existing systems lack effective methods to determine optimal time limits for responses.

Innovation Solution

A social networking system collects member data to analyze response habits and offer characteristics, using predictive analytics to recommend effective time limits for messages, ensuring timely responses and managing message expiration.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of operation

If no time limit is set for message responses, then members have flexibility to respond at their convenience, but response rates decrease and message clutter increases

Engineering Contradiction:

ImproveMember flexibility in respondingVSAvoidResponse rate

Core Design Contradiction:

Ease of operationVSProductivity

Solution Approach 1:

The system dynamically changes the time limit parameter based on multiple factors including member activity patterns, message type, and historical response data. By adjusting the expiration time parameter rather than using a fixed value, the system maintains member flexibility while improving response rates through psychologically effective time constraints.

Inventive Principle:

Principle #35Parameter changes

Solution Approach 2:

The system implements feedback loops that monitor member response behavior and use this data to refine time limit recommendations. Response rate metrics and member engagement patterns feed back into the algorithm, allowing continuous optimization of time limits to balance flexibility and productivity.

Inventive Principle:

Principle #23Feedback

2Productivity

If a fixed time limit is imposed on messages, then response rates increase due to urgency, but member satisfaction decreases due to social awkwardness

Engineering Contradiction:

ImproveResponse rateVSAvoidSocial awkwardness

Core Design Contradiction:

ProductivityVSObject-affected harmful factors

Solution Approach 1:

The time limit is made dynamic rather than fixed, adapting to individual member preferences, message contexts, and historical behavior patterns. This dynamic adjustment reduces social awkwardness by avoiding overly aggressive or inappropriate time constraints while maintaining sufficient urgency to improve response rates.

Inventive Principle:

Principle #15Dynamics

Solution Approach 2:

Different time limit qualities are applied to different message types, member pairs, and contexts. Rather than a universal time limit, the system tailors the temporal characteristics to specific local conditions, ensuring appropriateness and reducing social friction while maintaining effectiveness.

Inventive Principle:

Principle #3Local quality

3Ease of operation

If manual monitoring of message responses is used, then members maintain full control over their messages, but time management efficiency decreases

Engineering Contradiction:

ImproveMember controlVSAvoidTime management efficiency

Core Design Contradiction:

Ease of operationVSLoss of time

Solution Approach 1:

The system enables automatic self-service functionality where messages automatically expire and are removed based on algorithmically determined time limits. Members benefit from automated time management without manual intervention, while the system preserves member control by allowing customization of preferences and manual override when needed.

Inventive Principle:

Principle #25Self-service

Solution Approach 2:

The system performs preliminary actions by pre-calculating optimal time limits based on historical data and member patterns before messages are sent. This advance preparation automates the time management process, eliminating the need for manual monitoring while maintaining member control through configurable settings.

Inventive Principle:

Principle #10Preliminary action

4Adaptability or versatility

If messages remain in the system indefinitely, then members can respond at any time, but message clutter increases and engagement decreases

Engineering Contradiction:

ImproveResponse window flexibilityVSAvoidMessage volume

Core Design Contradiction:

Adaptability or versatilityVSQuantity of substance

Solution Approach 1:

The system changes the temporal parameter of message retention by implementing dynamic expiration times. Messages are automatically removed after optimal periods, reducing clutter while maintaining adequate flexibility for members to respond. This parameter-based approach balances message volume management with response opportunities.

Inventive Principle:

Principle #35Parameter changes

Data Source

PatentUS10931620B2Calculating efficient messaging parameters

Publication Date: 2021.02.23 MICROSOFT TECHNOLOGY LICENSING LLC

AI summary

Methods and systems for creating optimal time limited messages is disclosed. The server system receives a limited time message request from a first member, wherein the message request identifies a second member as the intended recipient and includes an offer. The server system accesses a member profile associated with the second member. The server system determines a message expiration time recommendation based, at least in part, on member profile data of the second member. The server system receives an expiration time selection from the first member. The server system creates a limited time message based on the received message request. The server system transmits the limited time message to the second member.