AI Open Source Project Recommendation Platform

Resolve Bottlenecks,
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Solution Overview

Problem

Open source projects face challenges such as slower development pace, lack of direction, and difficulty in connecting with other projects due to permissions and parallel developments, leading to bottlenecks and hindered progress.

Innovation Solution

A method that identifies features of open source projects, analyzes them, and generates a requirement mapping, utilizing AI and blockchain governance to improve collaboration, governance, and integration with market requirements, recommending users, projects, and code to developers based on sentiment analysis and market trends.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If open source projects allow wide permissions for use, study, modification and distribution, then accessibility and collaboration are improved, but development pace slows and direction becomes unclear

Engineering Contradiction:

ImproveaccessibilityVSAvoiddevelopment pace

Core Design Contradiction:

Adaptability or versatilityVSProductivity

Solution Approach 1:

The patent introduces an AI-based intermediary system that acts as a mediator between open source projects and contributors. This system analyzes project requirements, matches suitable contributors, and provides directional guidance, thereby maintaining wide accessibility while improving development pace and direction through intelligent coordination

Inventive Principle:

Principle #24Intermediary (Mediator)

2Adaptability or versatility

If multiple similar open source projects are developed in parallel, then diversity of solutions is improved, but progress is thwarted and resources are fragmented

Engineering Contradiction:

ImprovediversityVSAvoidprogress

Core Design Contradiction:

Adaptability or versatilityVSProductivity

Solution Approach 1:

The patent implements a merging mechanism that identifies similar open source projects and facilitates their consolidation or coordination. The AI system analyzes project similarities, recommends mergers or collaborations, and prevents resource fragmentation, thereby maintaining solution diversity while improving overall progress through coordinated development

Inventive Principle:

Principle #5Merging (Combining)

3Adaptability or versatility

If open source projects operate independently with autonomous governance, then project independence is maintained, but difficulty in connecting projects and individuals increases

Engineering Contradiction:

ImproveindependenceVSAvoidconnectivity

Core Design Contradiction:

Adaptability or versatilityVSEase of operation

Solution Approach 1:

The patent introduces a universal AI-based platform that serves multiple functions across independent open source projects. This platform provides standardized interfaces for project discovery, contributor matching, and collaboration coordination, enabling independent projects to connect easily while maintaining their autonomous governance structures

Inventive Principle:

Principle #6Universality (Multi-functionality)

Data Source

PatentUS11681501B2Artificial intelligence enabled open source project enabler and recommendation platform

Publication Date: 2023.06.20 INTERNATIONAL BUSINESS MACHINE CORPORATION

AI summary

A method, computer system, and a computer program product for project development in a collaborative platform is provided. The present invention may include identifying one or more features of an open source project. The present invention may include analyzing the one or more features of the open source project and assigning a sentiment to each of the one or more features. The present invention may include generating a requirement mapping for the open source project, wherein the requirement mapping is a series of the one or more features.