参考产品的质量和多样性对在线社区的创意活动的影响
Keisuke Sato1, Kunhao Yang2, Kazuhiro Ueda3
1Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, 153-8902, Japan. lesucre326@g.ecc.u-tokyo.ac.jp.
Scientific reports
|July 11, 2024
概括
为了促进创造力,适度接触多样化,高质量的例子是最好的. 内容过多或过少,或内容过于相似,可能会阻碍在线社区的创意产出.
科学领域:
- 心理学 心理学 心理学
- 人与计算机的交互
- 社会学 社会学 社会学
背景情况:
- 了解影响创造力的因素对于促进创新至关重要.
- 之前的研究还没有明确定义最佳类型的信息曝光来增强创意产出.
研究的目的:
- 调查参考产品质量和多样性对用户生成内容质量的影响.
- 识别与创意表现正相关的信息曝光中的特定模式.
主要方法:
- 对三个大型在线社区数据集的统计分析:城市:天际线 (修改),SCP-wiki (协作写作) 和我们自己的档案 (粉丝小说).
- 检查引用用户生成内容的质量和多样性与新生成内容的质量之间的关系.
主要成果:
- 参考产品的适度质量多样性对产生的产品质量产生了积极的影响.
- 参考产品的高含量多样性会对产生的产品质量产生负面影响.
- 参考产品的极高质量显示出与产生的产品质量存在负相关性.
结论:
- 最佳的创造力是通过平衡地接触到多样化而不是压倒性的高质量的例子来实现的.
- 研究结果表明,信息暴露与创造性产出之间存在微妙的关系,挑战了简单化的模型.
- 对设计在线平台和创意工具的影响,以更好地支持用户创新.
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