Automated Email Bundling via Ephemeral Grouping Model
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Solution Overview
Problem
Current email clients lack efficient mechanisms for grouping and managing content, leading to cluttered user interfaces and limitations in sharing and automatic updates, as traditional folder and label systems are not ephemeral and can complicate navigation, especially on mobile devices.
Innovation Solution
An automated bundling system that uses a bundle generation model to evaluate email data based on user signals, content metadata, and server-side metrics to create and manage bundles of emails, which are ephemeral and can be automatically updated, allowing for improved organization and bulk actions without cluttering the user interface.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If traditional folder structures are used to group emails, then content organization is achieved, but the user interface becomes cluttered and navigation is complicated
Solution Approach 1:
The patent segments the email management system into two distinct components: persistent folder structures for long-term organization and ephemeral bundles for temporary grouping. Bundles are transient groupings that can be created, viewed, and deleted without permanently altering the folder hierarchy, thus organizing content without cluttering the interface.
Solution Approach 2:
The patent introduces bundles as temporary, disposable groupings of emails. Unlike permanent folders, bundles are ephemeral structures that exist only for the duration needed to perform bulk actions or organize specific sets of emails, then can be discarded without leaving traces in the navigation pane.
2Ease of operation
If folder structures are used for content management, then emails can be grouped, but sharing with other users is limited and automatic updates are not supported
Solution Approach 1:
The patent makes bundles universal by enabling multi-user collaboration. A bundle created by one user can be shared with other users who can then perform bulk actions on the shared emails. The bundle structure supports multiple owners and participants, allowing the same grouping mechanism to serve both individual organization and collaborative email management needs.
3Adaptability or versatility
If labels are used instead of folders, then content can be managed flexibly, but the same interface cluttering and mailbox history issues occur
Solution Approach 1:
The patent segments the labeling function from the traditional folder structure by introducing bundles as a separate, ephemeral layer. Labels remain attached to individual emails in the mailbox history, while bundles provide flexible grouping without requiring permanent navigation pane entries, thus achieving flexibility without interface clutter.
4Ease of operation
If manual folder creation is required, then content can be organized, but automatic bundling of content is not achieved
Solution Approach 1:
The patent implements self-service automation where the email system automatically creates bundles based on detected patterns in email traffic, sender relationships, and user behavior. The system autonomously identifies groups of emails that should be bundled together and creates these groupings without requiring manual user intervention, while still allowing users to create and customize bundles when needed.
Data Source
AI summary
Non-limiting examples describe automated bundling of content on behalf of a user by an application/service. As an example, a bundle of content may be a bundle of emails created on behalf of a user by an email service. Email data associated with a user account of an email service may be accessed. The email data may be evaluated by applying a bundle generation model that that evaluates the emails for bundling associations. An exemplary bundle generation model may evaluate the email data based on: user signal data from actions pertaining to categorization of specific emails, content and metadata corresponding with the email data, and server side metric analysis of activity corresponding with the user account. A bundle of emails may be automatically generated based on an evaluation result from applying the bundle generation model. The bundle of emails may be transmitted for display in a mailbox of the user account.