机构间合作伙伴关系成功的预测因素
Nicola Drago1, Tullio Vardanega2
1Brain Mind and Computer Science (BMCS), Human Inspired Technology Research Centre, University of Padova, Via Luzzatti, 4, Padova, 35121, Italy.
Evaluation and program planning
|October 23, 2025
概括
了解影响发展合作伙伴关系的因素是成功的关键. 这项研究确定了750个改善伙伴关系规划和评估的因素,旨在降低失败率.
科学领域:
- 发展 合作 合作 合作
- 伙伴关系评估 伙伴关系评估
- 项目管理 项目管理
背景情况:
- 发展合作伙伴关系对于集体能力建设至关重要.
- 在实现伙伴关系目标方面存在很高的失败率 (20%).
- 为了有效的预先评估,需要对成功/失败因素有更深入的了解.
研究的目的:
- 系统地识别和分类影响发展合作伙伴关系的因素.
- 开发一种半自动化方法来按重要性分类这些因素.
- 简化伙伴关系规划和评估流程.
主要方法:
- 系统地识别和分类伙伴关系影响因素.
- 开发一个由750个因子组成的数据集.
- 在运营,治理和项目质量轴上可视化因素.
- 将组分因素分为十个不同的集群.
主要成果:
- 一个包含750个影响伙伴关系成功的因素的全面数据集.
- 这些因素分为三个主要轴:运营/国家背景,治理/管理和项目质量.
- 这些因素分为十个集群,以方便分析和应用.
结论:
- 鉴定的因素和方法可以帮助评估人员和规划人员在多利益相关者讨论.
- 这种方法促进了信息收集和自然语言处理 (NLP) 和机器学习 (ML) 的使用.
- 未来的工作应该集中在标准化因素和整合自动化的上下文/行为分析.
关键词:
集群集成是指集群集成.预先评估 预先评估失败的因素是失败的因素.机构间伙伴关系 机构间伙伴关系预测 预测 预测成功的因素是成功的因素.可持续的发展 可持续的发展文本挖掘 (Text Mining) 是一种文字挖掘的方法.更多相关视频
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