Evaluation Study on Creativity of Complex Creative Teams:Based on GA-FNN

机译：基于GA-FNN的复杂创意团队创造力评价研究

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Team creativity is the key to ensure that the team can bring about the complex creative projects with great-value.The creativity of complex creative teams was analyzed elaborately from three dimensions of creative thinking,activity and outcome,and its evaluation index system was constructed from the perspective of creative interaction.Fuzzy Neural Network based on Genetic Algorithm was proposed as its evaluation model,because it could not only fix the defect of the complete black-box operations on neural network by fuzzy language and rule but also solve the problems of being liable to falling into local optimum on BP Algorithm by Genetic Algorithm effectively.The applicability of Fuzzy Neural Network based on Genetic Algorithm in the creativity of complex creative teams was verified by the empirical analysis.

机译：团队创造力是确保团队能够实现具有巨大价值的复杂创意项目的关键。从创意思维，活动和结果三个维度对复杂创意团队的创造力进行了详细分析，并建立了评价指标体系。提出了一种基于遗传算法的模糊神经网络作为评估模型，因为它不仅可以通过模糊语言和规则解决神经网络上完整的黑盒子操作的缺陷，而且可以解决存在的问题。通过实证分析，验证了基于遗传算法的模糊神经网络在复杂创意团队创意中的适用性。

著录项

来源
《2014 International Conference on Management and Engineering》|2014年|1-7|共7页
会议地点 Shanghai(CN)
作者
HUI JIANG; QINGPU ZHANG;
展开▼
作者单位

School of Management,Harbin Institute of Technology,150001 Harbin,P.R.China;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类工业通用技术与设备;
关键词

相似文献

外文文献
中文文献
专利

1. Feeling Creative, Being Creative: An Empirical Study of Diversity and Creativity in Teams [J] . Terri R. Kurtzberg Creativity Research Journal . 2005,第1期

机译：感到有创造力，有创造力：团队多样性和创造力的实证研究
2. A Standardised Procedure for Evaluating Creative Systems: Computational Creativity Evaluation Based on What it is to be Creative [J] . Anna Jordanous Cognitive computation . 2012,第3期

机译：评估创造力系统的标准化程序：基于创造力的计算创造力评估
3. THE INFLUENCE OF CREATIVE STYLE AND CLIMATE ON SOFTWARE DEVELOPMENT TEAM CREATIVITY: AN EXPORATORY STUDY [J] . MARY HELEN FAGAN Journal of computer information systems . 2004,第3期

机译：创新风格和气候对软件开发团队创造力的影响：一项探索性研究
4. Evaluation Study on Creativity of Complex Creative Teams:Based on GA-FNN [C] . HUI JIANG, QINGPU ZHANG International Conference on Management and Engineering . 2014

机译：复杂创意团队创造性评价研究：基于GA-FNN
5. A Performance-based Study of the Effects of Schooling on Students' Creativity and Creative Self-efficacy [D] . Rip, Stephanie. 2019

机译：基于绩效的学校教育对学生创造性和创造性自我效能的研究
6. Mixed method evaluation of Relational Team Development (RELATED) to improve team-based care for complex patients with mental illness in primary care [O] . Danielle F. Loeb, Samantha Pelican Monson, Steven Lockhart, 2019

机译：关系团队发展的混合方法评估（相关）以改善初级保健中复杂精神疾病患者的基于团队的护理
7. We develop a model of scientific creativity and test it in the field of rare diseases. Our model is based on the results of an in-depth case study of the Rett syndrome. Archival analysis, bibliometric techniques and expert surveys are combined with network analysis to identify the most creative scientists. First, alternative measures of generative and combinatorial creativity are compared. Then, we generalize our results and present a stochastic model of socio-semantic network evolution. The model predictions are tested with multiple networks of rare disease specialties. We find that new scientific collaborations among experts in a field enhance combinatorial creativity. Instead, high entry rates of novices are negatively related to generative creativity. By extending the set of useful concepts, creative scientists gain in centrality. At the same time, by increasing their centrality in the scientific community, scientists can replicate and generalize their results, thus contributing to a scientific paradigm. [O] . Massimo Riccaboni, Maria Laura Frigotto 100

机译：我们开发了一种科学创造力模型，并在稀有疾病领域进行测试。我们的模型基于对Rett综合征的深入案例研究的结果。档案分析，文献计量技术和专家调查与网络分析相结合，以确定最具创造力的科学家。首先，比较生成和组合创造力的替代措施。然后，我们推广了我们的结果，并提出了社会语义网络演化的随机模型。模型预测用多个罕见疾病专业网络进行测试。我们发现，一个领域的专家之间的新的科学合作增强了组合创造力。相反，新手的高入门率与生成创造力负相关。通过扩展这组有用的概念，创造性的科学家获得了中心地位。同时，通过增加科学界的中心地位，科学家们可以复制和推广他们的结果，从而促进科学范式的发展。

Evaluation Study on Creativity of Complex Creative Teams:Based on GA-FNN

摘要

著录项

相似文献

相关主题

期刊订阅