Automated Event Engagement Sampling for Content Format Optimization

Resolve Bottlenecks,
Find Innovative SolutionsGenerate Solutions

Solution Overview

Problem

Existing systems fail to automate the measurement and dynamic personalization of workplace and social event engagement, lack proper monitoring of information distribution, and do not attribute event impact to modifications or predict future engagements.

Innovation Solution

An event management system that analyzes event audiences, content, and engagement to optimize retention by dynamically adjusting content format and delivery based on real-time metrics and feedback, allowing for personalized experiences and informed future event decisions.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If automated systems are introduced to measure and dynamically modify event engagement, then event personalization and optimization improve, but system complexity increases

Engineering Contradiction:

Improveevent personalizationVSAvoidsystem complexity

Core Design Contradiction:

Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The system segments event engagement measurement into multiple independent components: engagement sampling module, feedback collection module, content modification module, and distribution monitoring module. Each component handles a specific aspect of engagement optimization, reducing overall system complexity while maintaining high adaptability.

Inventive Principle:

Principle #1Segmentation

Solution Approach 2:

The system performs preliminary engagement sampling and audience analysis before the event to pre-determine optimal content formats and delivery methods. This advance preparation reduces real-time computational complexity while enabling highly personalized event experiences.

Inventive Principle:

Principle #10Preliminary action

2Measurement precision

If real-time engagement sampling and monitoring are performed during events, then engagement measurement accuracy improves, but time and computational resources are consumed

Engineering Contradiction:

Improveengagement measurement accuracyVSAvoidprocessing time

Core Design Contradiction:

Measurement precisionVSLoss of time

Solution Approach 1:

The system performs engagement sampling on a partial basis during events, selecting representative samples of attendee engagement rather than continuously monitoring all participants. This approach maintains measurement accuracy while significantly reducing processing time and computational overhead.

Inventive Principle:

Principle #16Partial or excessive action

Solution Approach 2:

The system implements periodic engagement sampling at strategically timed intervals during the event rather than continuous monitoring. This periodic approach captures essential engagement metrics while minimizing time consumption and allowing the event to proceed without disruption.

Inventive Principle:

Principle #19Periodic action

3Duration of action of moving object

If dynamic content modification and personalized delivery are implemented, then attendee retention improves, but information distribution monitoring becomes more complex

Engineering Contradiction:

Improveattendee retentionVSAvoiddistribution monitoring complexity

Core Design Contradiction:

Duration of action of moving objectVSDevice complexity

Solution Approach 1:

The system implements feedback loops that automatically monitor content distribution and engagement metrics, using this information to dynamically adjust content delivery. This automated feedback mechanism simplifies monitoring complexity while maintaining high retention through continuous optimization.

Inventive Principle:

Principle #23Feedback

Solution Approach 2:

The system enables self-service monitoring where the event management system automatically tracks and reports its own content distribution effectiveness without requiring external intervention. This self-monitoring capability reduces operational complexity while maintaining comprehensive oversight of personalized content delivery.

Inventive Principle:

Principle #25Self-service

Data Source

PatentUS12406212B2Automated optimization of events by engagement and format

Publication Date: 2025.09.02 AT&T INTELLECTUAL PROPERTY I L P

AI summary

Concepts and technologies disclosed herein are directed to automated optimization of events by engagement and format. According to one aspect disclosed herein, an event management system can create an event for a specified topic based upon input provided, at least in part, by an event creator. The input can identify initial event content, a plurality of event attendees, a location for the event, and an event presenter. The event management system can receive a selection of a desired audience for the event. The event management system can accept the initial event content to be presented during the event and can determine a time for the event. The event management system can perform engagement sampling during the event. The event management system can utilize the selection, the time, and the engagement sampling to optimize the event. The event management system can determine a follow-up action to be performed after the event.