Verification of Factors Promoting Creation of Outcomes of Co-Creation Activities

Ryoji Horita, Takayuki Ito
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Abstract

The purpose of this research is to verify the factors that promote creation of new outcomes through co-creation activities. The following three hypotheses were made; 1. The higher degree of achievements of aims set by the academic workshop, the more user activity on social media and the number of outcomes through co-creation projects created, 2. The more positive feedback on user activities on social media, the more user activity increases, 3. As the number of user activities on social media increases, the number of outcomes generated through co-creation projects increases. The target of this research was Special Interest Group on Crowd Co-Creation Intelligence at The Japanese Society for Artificial Intelligence. The feature of this group is to support creation of co-creation project and to promote activities by combining the academic workshop and social media. The following four data were analyzed; (a) Result of questionnaire conducted after academic workshops, (b) Log data of social media, (c) The number of new outcomes generated by co-creation activities. Each data of (a) to (c) were aggregated for each co-creation project. Spearman's rank correlation coefficient was calculated. A causal relationship model that affected the number of outcomes was constructed by path analysis using items which correlation was significant. As results, the following four findings were obtained; 1. Promoting the sharing of participants' activities and interests in the academic workshop activate the number of discussion on social media and increase the number of outcomes generated through co-creation projects, 2. Increasing the number of cheer for co-creation projects contributes to increasing the number of comments on social media and outcome of co-creation projects, 3. Supporting increase the number of comments on social media increases the number of outcomes generated by co-creation projects, 4. The causal relationship model that affects the number of outcomes had a certain validity.
促进共创活动成果创造的因素验证
本研究的目的是验证通过共同创造活动促进新成果创造的因素。我们做了以下三个假设:1. 学术研讨会设定的目标实现程度越高,社交媒体上的用户活跃度和通过共创项目创造的成果数量就越多,2。2 .社交媒体上对用户活动的积极反馈越多,用户活动增加越多。随着社交媒体上的用户活动数量的增加,通过共同创造项目产生的成果数量也在增加。这项研究的目标是日本人工智能学会的群体共同创造智能特别兴趣小组。该小组的特点是支持共创项目的创作,并结合学术研讨会和社交媒体来推广活动。分析以下四组数据:(a)学术研讨会后问卷调查结果;(b)社交媒体日志数据;(c)共创活动产生的新成果数量。(a)至(c)的每个数据都是针对每个共同创造项目进行汇总的。计算Spearman等级相关系数。通过通径分析,选取相关性显著的项目,构建影响结果数的因果关系模型。作为结果,得到以下四个发现:1. 促进参与者在学术研讨会上的活动和兴趣的分享,激活了社交媒体上的讨论数量,并增加了通过共同创造项目产生的成果数量,2。2 .增加共同创造项目的欢呼数量有助于增加社交媒体上的评论数量和共同创造项目的成果。支持增加社交媒体上的评论数量可以增加共同创造项目产生的结果数量。影响结果数的因果关系模型有一定的效度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Transactions of The Japanese Society for Artificial Intelligence
Transactions of The Japanese Society for Artificial Intelligence Computer Science-Artificial Intelligence
CiteScore
0.40
自引率
0.00%
发文量
36
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