China Center for Internet Economy Research (CCIE) Research Paper Series最新文献

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Idea Recommendation in Open Innovation Platforms: A Design Science Approach 开放式创新平台的理念推荐:一种设计科学方法

China Center for Internet Economy Research (CCIE) Research Paper Series Pub Date : 2021-08-03 DOI: 10.2139/ssrn.3898894

Qian Liu, Qianzhou Du, Y. Hong, Weiguo Fan

{"title":"Idea Recommendation in Open Innovation Platforms: A Design Science Approach","authors":"Qian Liu, Qianzhou Du, Y. Hong, Weiguo Fan","doi":"10.2139/ssrn.3898894","DOIUrl":"https://doi.org/10.2139/ssrn.3898894","url":null,"abstract":"Collaborative crowdsourcing communities help firms obtain ideas generated by the public at a lower cost compared to those generated in-house. However, the growth of these communities has led to a large influx of ideas of mixed quality, which has made it difficult for firm experts to select and implement ideas. In this paper we propose a novel theoretical framework to (1) extract important features from a collaborative crowdsourcing community and (2) apply them to the practice of recommending ideas that are most likely to be implemented in the future. More specifically, we adopt the design science research paradigm, introduce the knowledge persuasion model as the kernel theory, operate users’ persuasive attempts and firm experts’ persuasive coping, and identify a rich set of features as predictors of the likelihood of idea implementation. We test our prediction framework on a large-scale collaborative crowdsourcing community. The results of our data analysis show that the proposed framework is effective and efficient in predicting the likelihood of idea implementation. To increase the interpretability of the prediction model, we also implement the SHapley Additive exPlanations (SHAP) analysis and discuss the relationships between important features and idea implementation. We conclude by discussing the theoretical and practical implications of these findings.","PeriodicalId":249234,"journal":{"name":"China Center for Internet Economy Research (CCIE) Research Paper Series","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132867960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

How Fintech Promotes China's Green Finance Development: Policies, Markets and Opportunities 金融科技如何推动中国绿色金融发展:政策、市场与机遇

China Center for Internet Economy Research (CCIE) Research Paper Series Pub Date : 2021-07-14 DOI: 10.2139/ssrn.3899690

Yunzhen Lyu

{"title":"How Fintech Promotes China's Green Finance Development: Policies, Markets and Opportunities","authors":"Yunzhen Lyu","doi":"10.2139/ssrn.3899690","DOIUrl":"https://doi.org/10.2139/ssrn.3899690","url":null,"abstract":"In September 2020, Chinese President Xi Jinping announced at the 75th United Nations Conference that China will strive to achieve carbon peaks by 2030 and carbon neutrality by 2060. China's investment in green and low-carbon fields is expected to continue to increase rapidly, and green finance will play a more important role. As an important support for the construction of the green financial system, the financial technology will play a key role in supporting the green financial services to the real economy more effectively. In China, financial technology has made some explorations and practices to promote green financial integration and sustainable development. It has been applied in more and more industries such as agriculture, consumption, construction, and micro-enterprises. For example, the use of financial technology can more effectively identify green assets, projects, products and services, carry out the collection, traceability, processing and analysis of environmental benefit data, and support green asset trading platforms, etc.; Financial institutions provide tools and methods to solve information asymmetry, reduce costs, and improve efficiency in low-carbon asset identification, transformation risk quantification, carbon asset information disclosure, etc.; it can be used in the green financial supervision policy tool, Enterprise carbon neutrality, systemic risk analysis, green investment and financing, financial products and innovative services, and green market mechanism construction provide more effective solutions.","PeriodicalId":249234,"journal":{"name":"China Center for Internet Economy Research (CCIE) Research Paper Series","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133367208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Comparative Studies on Development Strategies of Korea, Vietnam and China in the Economic Take-Off Period 经济起飞时期韩国、越南和中国发展战略比较研究

China Center for Internet Economy Research (CCIE) Research Paper Series Pub Date : 2021-05-18 DOI: 10.2139/ssrn.3848694

Feng Xiao

引用次数: 0