Hypergraph Workflow Visualization for Multi-Source Data
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Solution Overview
Problem
Current project management tools struggle to effectively manage and display the complex, dynamic relationships between multiple workflows and stakeholders in modern work environments, particularly when dealing with large volumes of data from diverse sources, leading to information overload and manual curation requirements.
Innovation Solution
A workflow management system that analyzes electronic objects from various applications, extracts metadata, computes hypergraph data, and presents a user interface with a graphical representation of workflows as a hypergraph, allowing for dynamic zooming, edge and node ranking, and compressed context representations to manage and share information efficiently.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If traditional project management tools are used to display workflow information, then the system is simple to operate, but it cannot handle large volumes of data from multiple sources and cannot display relationships between multiple workflows
Solution Approach 1:
The patent introduces a hypergraph data structure as an intermediary layer between multiple data sources and the user interface. This hypergraph automatically ingests and integrates data from diverse sources (email, messaging, document management systems) and represents relationships between workflows, stakeholders, and tasks. The hypergraph computation engine processes this data automatically, eliminating the need for manual curation while maintaining system simplicity for end users.
Solution Approach 2:
The system segments the complex workflow management problem into distinct components: data ingestion from multiple sources, hypergraph computation, visualization rendering, and user interaction. Each component handles a specific aspect of the problem, allowing the system to manage large volumes of data without overwhelming the user interface. The hypergraph itself segments relationships into nodes and edges that can be independently processed and displayed.
2Extent of automation
If automated project management tools are used, then data processing is automated, but they require manual curation and synthesis of information before sharing
Solution Approach 1:
The hypergraph computation engine operates autonomously to ingest, process, and visualize workflow data from multiple sources without requiring manual intervention. The system automatically computes relationships between entities, updates the hypergraph structure as new data arrives, and renders appropriate visualizations. This self-service capability eliminates the manual curation step that plagues traditional automated project management tools.
Solution Approach 2:
The system continuously ingests data from connected applications and automatically updates the hypergraph representation in real-time or near-real-time. Rather than requiring batch processing or manual updates, the workflow management system maintains continuous operation, constantly refining its understanding of project status and relationships as new information becomes available from email, messaging platforms, and document management systems.
3Quantity of substance
If workplace knowledge graphs are used to display relationships, then large volumes of data can be ingested, but they overwhelm the user with extraneous information
Solution Approach 1:
The visualization system dynamically adapts its display based on user context, selected time frames, and importance rankings of workflows and entities. Rather than presenting all data simultaneously, the system adjusts what information is visible and how it is organized based on current user needs. This dynamic presentation maintains ease of operation while handling large volumes of underlying data through intelligent filtering and hierarchical organization.
Solution Approach 2:
The system applies different visualization strategies and levels of detail to different portions of the hypergraph based on local characteristics. Important workflows and active time frames receive more detailed representation, while less critical areas are summarized or collapsed. This local quality approach allows the system to present comprehensive data while maintaining user comprehension by tailoring the presentation to local context rather than applying a uniform display strategy.
4Loss of information
If detailed workflow information is displayed, then complete project status is visible, but information overload occurs making sharing impractical
Solution Approach 1:
The system adds temporal and hierarchical dimensions to the workflow visualization. Instead of presenting all information in a single flat view, the hypergraph organizes data across multiple dimensions including time frames, workflow hierarchies, and stakeholder perspectives. Users can navigate through these dimensions to access complete project status information while the system manages presentation complexity by allowing progressive disclosure of details based on user exploration rather than overwhelming the initial view.
Data Source
AI summary
A workflow presentation receives electronic object from multiple sources, such as electronic messaging systems and document management systems. The system develops a hypergraph representation of the objects in which the objects appear, individually or in clusters, as edges along various rails of the hypergraph. Each rail represents a workstream to provide a visual representation of the electronic objects that are associated with one or more workstreams of a project.