利用生成式AI增强团队多样性：一种新的项目管理框架
Enhancing Team Diversity with Generative AI: A Novel Project Management Framework
AI总结：
本文提出一种利用生成式AI技术的新项目管理框架，旨在解决学术和研究团队成员构成单一的问题，通过整合社会学识别的成功团队成员性格和角色模式，提升团队多样性。
摘要：
本研究进展论文介绍了一种新的项目管理框架，该框架利用生成式AI技术。该框架旨在解决学术和研究项目团队中普遍存在的团队成员构成单一的问题，特别是在大学和研究机构中。它通过整合社会学识别出的成功团队成员的性格和角色模式，利用生成式AI代理来填补团队动态中的空缺。这种方法通过评估团队成员的性格和角色，并利用在性格数据集上微调的生成式AI代理来填补特定团队角色，为传统项目管理流程增加了一层分析。我们的初步实验显示模型在理解和处理性格特征方面的能力有所提升，表明生成式AI队友在真实世界项目环境中的潜在有效性。本文旨在探索AI在增强团队多样性和项目管理中的实际应用。
英文摘要：
This research-in-progress paper presents a new project management framework that utilises GenAI technology. The framework is designed to address the common challenge of uniform team compositions in academic and research project teams, particularly in universities and research institutions. It does so by integrating sociologically identified patterns of successful team member personalities and roles, using GenAI agents to fill gaps in team dynamics. This approach adds an additional layer of analysis to conventional project management processes by evaluating team members' personalities and roles and employing GenAI agents, fine-tuned on personality datasets, to fill specific team roles. Our initial experiments have shown improvements in the model's ability to understand and process personality traits, suggesting the potential effectiveness of GenAI teammates in real-world project settings. This paper aims to explore the practical application of AI in enhancing team diversity and project management
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
