Spoiler Exposure Timing Prediction From Social Media Activity

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Solution Overview

Problem

Existing technologies fail to address the issue of predicting when a viewer will encounter spoilers from viewing media assets before the viewer is likely to encounter spoilers from viewing media assets before the viewer is likely to encounter the viewer is likely to encounter spoilers from viewing media assets before the viewer is likely to encounter spoilers from viewing media assets before the viewer is likely to encounter spoilers from viewing media assets before the viewer is likely to encounter spoilers from viewing media assets before the viewer is likely to encounter spoilers.

Innovation Solution

A system and method for calculating a predicted time when a viewer will encounter spoilers from viewing media assets before the viewer is likely to encounter spoilers from viewing media assets before the viewer is viewing media assets before the viewer is viewing media assets before the viewer is likely to encounter spoilers from viewing media assets.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Reliability

If users are provided with spoiler warnings or content removal, then users are protected from unwanted spoilers, but users cannot view media assets before encountering spoilers

Engineering Contradiction:

Improvespoiler protection reliabilityVSAvoidviewing time flexibility

Core Design Contradiction:

ReliabilityVSLoss of time

Solution Approach 1:

The system performs preliminary action by calculating and providing spoiler timing predictions before the user actually views the media asset. By analyzing historical data from other users to determine when spoilers are likely to appear, the system enables users to make informed decisions about when to view content, thus protecting them from unwanted spoilers while maintaining viewing flexibility.

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

The system provides beforehand cushioning by giving users advance warning information about predicted spoiler timing. This allows users to adjust their viewing schedule or take preventive actions before encountering spoilers, cushioning them against the negative impact of unwanted spoilers while preserving their ability to view content at their convenience.

Inventive Principle:

Principle #11Beforehand cushioning (Prior cushioning)

2Reliability

If spoiler content is removed or warnings are provided, then users are protected from spoilers, but the user experience is degraded

Engineering Contradiction:

Improvespoiler protection reliabilityVSAvoiduser experience quality

Core Design Contradiction:

ReliabilityVSEase of operation

Solution Approach 1:

The system introduces an intermediary approach by providing predictive information rather than directly blocking or warning about spoilers. Instead of removing content or displaying intrusive warnings, the system acts as a mediator by giving users knowledge about predicted spoiler timing, allowing them to make their own decisions without degrading the overall user experience.

Inventive Principle:

Principle #24Intermediary (Mediator)

Solution Approach 2:

The system implements feedback by continuously analyzing user behavior data and updating spoiler timing predictions. This feedback loop allows the system to improve its accuracy over time, providing increasingly reliable information that helps users make better viewing decisions without interfering with their experience or requiring content modification.

Inventive Principle:

Principle #23Feedback

3Measurement precision

If historical user data is analyzed to predict spoiler timing, then accurate predictions are achieved, but system complexity increases

Engineering Contradiction:

Improvespoiler timing prediction accuracyVSAvoiddata processing complexity

Core Design Contradiction:

Measurement precisionVSDevice complexity

Solution Approach 1:

The system uses copying by replicating the behavior patterns of other users to predict when a given user might encounter spoilers. Instead of requiring complex individual analysis, the system copies historical data from similar users and applies it to generate predictions, achieving accurate results while keeping the system relatively simple.

Inventive Principle:

Principle #26Copying

Solution Approach 2:

The system implements universality by using a single data processing framework that can analyze multiple users' historical behaviors and apply the insights universally to predict spoiler timing for any user. This multi-functional approach allows the system to handle diverse data sources and user patterns through a unified method, reducing overall complexity while maintaining precision.

Inventive Principle:

Principle #6Universality (Multi-functionality)

Data Source

PatentUS20260010806A1Systems and methods for calculating a predicted time when a user will be exposed to a spoiler of a media asset

Publication Date: 2026.01.08 ADEIA GUIDES INC

AI summary

Methods and systems are described herein for calculating a predicted time when a first user will be exposed to a spoiler of a first media asset. A media guidance application may retrieve an initial transmission time of the first media asset and a transmission time of a second media asset that precedes the transmission time of the first media asset. The media guidance application may retrieve electronic communications from a second user whose electronic communications the first user has viewed, and determine a subset of the electronic communications that correspond to the second media asset. The media guidance application may calculate a length of time from the transmission time of the second media asset to the earliest availability time of an electronic communication in the subset. The media guidance application may calculate the predicted time based on the transmission time of the first media asset and the length of time.