Context-Aware Collaboration Tool for Dynamic Workflow Generation

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Solution Overview

Problem

Current collaboration tools require users to structure their needs to fit the tool's fixed topology, which is inflexible and does not align with the user's thought process, especially in changing contexts.

Innovation Solution

A collaboration tool that allows users to select and combine different types of objects (such as people, content, and events) in a fluid and intuitive manner, using a context-aware approach to suggest collaboration actions based on the objects and their context.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If users follow a fixed workflow structure in collaboration tools, then the tool structure is simplified and easier to implement, but the user experience becomes rigid and does not adapt to changing contexts

Engineering Contradiction:
Improveadaptability to changing contextsVSAvoidtool structure complexity
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The patent implements a dynamic workflow generation system where the collaboration workflow is not fixed but adapts based on selected objects and detected contexts. The system dynamically determines workflow steps, participants, and actions based on real-time object selection and context detection, transforming the static tool structure into a flexible, adaptive system that responds to user needs.

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system changes workflow parameters dynamically based on detected contexts and selected objects. Different contexts (e.g., meeting context, chat context, file sharing context) trigger different workflow configurations, participant selections, and action sequences. This parameter adaptation allows the same tool to handle diverse collaboration scenarios without requiring complex manual configuration.

Inventive Principle:
Principle #35Parameter changes

2Ease of operation

If the user interface provides fixed collaboration options, then the interface is simpler to design and operate, but it does not align with the user's thought process

Engineering Contradiction:
Improveease of collaboration setupVSAvoidflexibility in collaboration methods
Core Design Contradiction:
Ease of operationVSAdaptability or versatility

Solution Approach 1:

The system performs self-service by automatically detecting contexts, selecting relevant objects, and generating appropriate workflows without requiring users to manually configure complex settings. The context detection mechanism automatically identifies collaboration scenarios based on selected objects and environmental data, while the workflow generator automatically determines participants and actions, freeing users from manual configuration tasks.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The interface incorporates feedback loops where the system continuously monitors user actions, selected objects, and detected contexts to adjust the workflow generation in real-time. This feedback mechanism ensures the generated workflow aligns with the user's actual needs and thought process, allowing for iterative refinement of collaboration parameters based on user interaction patterns.

Inventive Principle:
Principle #23Feedback

3Productivity

If the system requires users to select specific workloads and communication tools manually, then the system logic is simpler, but the user experience is less intuitive and more friction

Engineering Contradiction:
Improvecollaboration setup efficiencyVSAvoidsystem logic complexity
Core Design Contradiction:
ProductivityVSDevice complexity

Solution Approach 1:

The system performs preliminary actions by pre-configuring workflow templates and collaboration patterns based on detected contexts and historical data. Before the user completes their selection, the system pre-determines likely workflow steps, required participants, and communication channels, reducing the user's selection burden and accelerating collaboration setup while managing system complexity through automated pattern recognition.

Inventive Principle:
Principle #10Preliminary action

Data Source

PatentUS12265948B2Performing collaboration actions based on combinations of objects and contextual information
Publication Date: 2025.04.01 CISCO TECHNOLOGY INC
  • US12265948B2 patent drawing
  • US12265948B2 patent drawing
  • US12265948B2 patent drawing

AI summary

In one example embodiment, a plurality of objects selected by a user on a user interface for a collaboration tool are identified. The plurality of objects include at least two different types of objects. One or more collaboration actions to perform are determined by a computing device based on the types and contextual information for the plurality of objects. The one or more collaboration actions are presented on the user interface. A presented collaboration action is initiated from the user interface.