Open source community issue solution personnel allocation baseline determination method and system

Abstract

The invention provides an open source community issue solution personnel allocation baseline determination method and system, and relates to the technical field of collaborative and social computing, and the method comprises the following steps: a feature screening and extraction step: screening issue features according to the attributes of a target open source community, determining the human resource condition of the community, and building a simulation model; an open source community simulation step: training a reinforcement learning model according to the historical data and the simulation model of the target open source community; and a reinforcement learning model deployment step: inputting the to-be-allocated issue of the target open source community and the necessary community state information into the trained reinforcement learning model to obtain an issue solution personnel allocation baseline. According to the invention, learning can be carried out according to the developer state of the open source community and the specific information of the issue, so that a proper issue solution personnel allocation baseline is determined, and the operation efficiency of an open source software ecosystem is improved.

Description

technical field [0001] The present invention relates to the research on the ecosystem of open source software in the technical field of collaboration and social computing, in particular, to a method for determining the allocation baseline of open source community issue solvers based on reinforcement learning, especially to a method for determining the allocation baseline of open source community issue solvers and system. Background technique [0002] The open source software ecosystem is a socio-technical complex system where software developers co-evolve in the same ecological environment, and it is one of the main structural and functional units in the field of software engineering. The main organizational form of open source software development relies on version control services and code hosting platforms, such as GitHub, Gitee, GitLab, etc.; in open source communities, developers generally discuss and track development work through issues (which can be translated as tas...

AI Technical Summary

Problems solved by technology

In past practice, the assignment of responsible persons can only rely on the experience of community developers, but this method is not very applicable to large-scale open source communities with many participants, and it is difficult to comprehensively consider the load of community human resources and specific Issue's label, priority and other information to determine the right candidate

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