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2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)最新文献

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Study on The Current Situation and Problems of Green Finance Development in Guangdong 广东绿色金融发展现状及问题研究
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00106
B. Tang, Ping Huang
{"title":"Study on The Current Situation and Problems of Green Finance Development in Guangdong","authors":"B. Tang, Ping Huang","doi":"10.1109/ICDSBA48748.2019.00106","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00106","url":null,"abstract":"By comparing with Beijing, Shanghai, Jiangsu and other provinces and cities, this paper describes the characteristics of Guangdong’s green finance development from six dimensions: green bond, green credit, green insurance, green securities, green investment and carbon finance. It finds that Guangdong’s carbon finance has developed well and become the largest carbon trading market in China, but the development of green bond, green insurance and green finance are lagging behind. Guangdong’s green financial products present the problems of unbalanced structure, imperfect mechanism of green financial system and unclear policy orientation. Finally, some suggestions are put forward to promote the development of Guangdong’s green finance from the aspects of optimizing the cooperation mode of “government guidance and market mechanism” and playing a good combination of Guangdong’s fiscal and financial policies.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124623304","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
Fuzzy Logic Based MOOC Learning Evaluation Model Construction 基于模糊逻辑的MOOC学习评价模型构建
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00077
Fei Qiao, Xiao-Chun Zhu, Xiaowei Wang
{"title":"Fuzzy Logic Based MOOC Learning Evaluation Model Construction","authors":"Fei Qiao, Xiao-Chun Zhu, Xiaowei Wang","doi":"10.1109/ICDSBA48748.2019.00077","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00077","url":null,"abstract":"This research focuses on the subjective and objective factor evaluation index of students’ MOOC learning. Based on the foreign and military-related literature, an evaluation index system has been established from three directions: Students’ MOOC Learning Subjective Consciousness Indicator, Students’ MOOC learning support service, Students’ MOOC learning Self-Factor Characteristics. Based on the evaluation index system, a fuzzy network based forecasting model for students MOOC learning completion rates is established to help teachers to pre-warn learning completion rates.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124985902","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
Editorial ICDSBA 2019
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/icdsba48748.2019.00006
S. Patnaik
{"title":"Editorial ICDSBA 2019","authors":"S. Patnaik","doi":"10.1109/icdsba48748.2019.00006","DOIUrl":"https://doi.org/10.1109/icdsba48748.2019.00006","url":null,"abstract":"In today’s fast changing scenario, due to the wide adoption of digitalization, new challenges and opportunities are being identified in almost all sectors. Again to take advantage of these opportunities and sustain the challenges advanced techniques like data science and business analytics are being widely adopted. Data science and business analytics evolve from the intersection of many core fields such as mathematics, statistics, operation research, cognitive computing and computer science etc. While data science focuses on representation of data acquired from heterogeneous sources and extracting significant insights by analyzing the collected data; business analytics involves tools and techniques that simplify these processes for generating insights that supports in making decisions for solving complex business problems such as sales strategy for quality control, optimization of throughput and cost effectiveness. The heterogeneity of input data such as text, image, audio and video etc., is due to the variability in different sources including sales reports, medical records, purchase data, exchange rate data, consumer price indices, product and process status data, stock market data and so on.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122531132","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
Research on MBA Educational Practice Innovation Based on VR 基于VR的MBA教育实践创新研究
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00018
Xinfa Tang, Jiali Huang
{"title":"Research on MBA Educational Practice Innovation Based on VR","authors":"Xinfa Tang, Jiali Huang","doi":"10.1109/ICDSBA48748.2019.00018","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00018","url":null,"abstract":"MBA education in the new era is bound to face new challenges. As a kind of higher vocational education, MBA education should focus on the professional development of MBA students after graduation, but the current MBA education system of our country conflicts with this goal to some extent. MBA education supply-side and demand-side docking method needs to be improved. The development of information technology has given birth to VR technology. The application of this technology in education provides a path for the innovation of MBA educational practice. The application of VR technology in MBA teaching enables students to create suitable situations according to their own needs. The dynamic teaching process is highly immersive and students can experience the situation of solving practical problems. In this way, students not only increased their participation in class, but also the ability of management decision-making.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"616 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116077225","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
Preventing Financial Illegality and Crime by Using Internet Technology 运用互联网技术预防金融违法犯罪
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00050
Juan Wang, Jiao Chen
{"title":"Preventing Financial Illegality and Crime by Using Internet Technology","authors":"Juan Wang, Jiao Chen","doi":"10.1109/ICDSBA48748.2019.00050","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00050","url":null,"abstract":"In this paper, we believe that the development of Internet technology makes the form and scale of financial crimes change rapidly. How to prevent financial crimes from causing losses to enterprises and individuals under the new technology is a problem we need to solve. We note that ensuring the practical application of Internet technology in the financial field is a key measure to prevent financial crimes, especially Internet financial crimes. We need to master the application of Internet technology in the financial field to prevent financial crimes at this stage.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"168 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120890757","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
Research on The Innovation of Hybrid Teaching under The Platform of Rain Classroom ——Take “Advanced Business English Course” As an Example Rain课堂平台下混合式教学创新研究——以《高级商务英语》课程为例
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00068
Zhengying Wu
{"title":"Research on The Innovation of Hybrid Teaching under The Platform of Rain Classroom ——Take “Advanced Business English Course” As an Example","authors":"Zhengying Wu","doi":"10.1109/ICDSBA48748.2019.00068","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00068","url":null,"abstract":"“Internet + Education” has promoted the rapid development of education in China, and Rain Class platform is welcomed by both teachers and students for its practical and specific online and offline hybrid teaching methods. This paper states firstly the academic research status of MOOC and Rain Classroom in China. Then it discusses three design principles of hybrid teaching in college English Rain Classroom, and based on the principles it analyzes the micro design of hybrid teaching in “Advanced Business English Course” under the platform of Rain Classroom, including specific requirements and content of the high-level, innovation and challenge of the course, the overall process of the Rain Classroom, and all-round interactive links. Through this research, we hope to further promote the extensive application of the platform of Rain Classroom and practical teaching of Business English.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116646785","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: 2
A Normal Parameter Reduction Method Based on The Comparison Value Table for Fuzzy Soft Set 基于比较值表的模糊软集正态参数约简方法
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00072
Xiuqin Ma, Qinghua Fei, Hongwu Qin, Huifang Li, Wanghu Chen
{"title":"A Normal Parameter Reduction Method Based on The Comparison Value Table for Fuzzy Soft Set","authors":"Xiuqin Ma, Qinghua Fei, Hongwu Qin, Huifang Li, Wanghu Chen","doi":"10.1109/ICDSBA48748.2019.00072","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00072","url":null,"abstract":"The method of normal parameter reduction which foundation is comparison table for the fuzzy soft set was introduced and illuminated. However, there is a deficiency in this algorithm. We find that the approach creates a comparison table and then bases on the score criteria for decision making problems and parameter reduction. The comparison table and score criteria may lead to incorrect choice and parameter reduction. Two counter-examples are given to point out the problem. Then, the comparison value table is given to overcome the weakness of the comparison table and score criteria. Finally, a normal parameter reduction approach by means of the comparison value table is proposed. One example validates our proposed method.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"96 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125983745","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
Exploration of Soft Power Path of Enterprises in Ethnic Minority Areas from the Perspective of Libich's Minimum Factor Theory 利必奇最小因素理论视角下的民族地区企业软实力路径探索
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00102
Shaojie Wang, Y. Tu
{"title":"Exploration of Soft Power Path of Enterprises in Ethnic Minority Areas from the Perspective of Libich's Minimum Factor Theory","authors":"Shaojie Wang, Y. Tu","doi":"10.1109/ICDSBA48748.2019.00102","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00102","url":null,"abstract":"Minimum factor theory tells us that in the vast minority areas of China, the key to the success of the soft power construction of enterprises lies in whether we can find the genes of our own corporate culture from the original ecological culture, and thus build a unique soft power system. Based on this, we can realize the cluster development of enterprises in minority areas, and then drive the rapid progress of the whole regional evolution. From the history of economic development in ethnic areas since China's market-oriented reform, those enterprises that can grasp the original ecological culture of ethnic areas and turn into their own soft power have not only achieved rapid development, but also become the leading enterprises in some sub-areas, and have not made great contributions to local economic development. For ethnic minority areas, the greatest driving force to support their development is not from outside, but need to be rooted in the local, build their own unique soft power system to support their sustainable development.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125643498","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: 1
Structural Analysis of Inbound Tourism Market of Shandong Province Based on SSM Model 基于SSM模型的山东省入境旅游市场结构分析
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00014
Zhang Wei, Zhang Dongmei, Yu Jie, Peng Shuzhen
{"title":"Structural Analysis of Inbound Tourism Market of Shandong Province Based on SSM Model","authors":"Zhang Wei, Zhang Dongmei, Yu Jie, Peng Shuzhen","doi":"10.1109/ICDSBA48748.2019.00014","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00014","url":null,"abstract":"Changes of the tourist market structure are the main factors affecting the formulation of tourism development strategy. The main overseas tourist sources in Shandong Province were chosen as the samples. The basic characteristics, geographic concentration trend and market structure of inbound tourists of Shandong Province were studied by using geographic concentration index and shift-share method, taking the statistics of inbound tourists in Shandong Province and China as basic data. The results showed that, during 2000-2015, the number of inbound tourists in Shandong Province increased significantly. The basic consumption of inbound tourists accounted for more than 60% of the total consumption structure. The main purpose of tourism was to engage in economic and commercial activities and tourism, the geographic concentration index of inbound tourism increased at first and then decreased. The highest structural status of tourist source country was South Korea, which had the strongest growth rate, structural contribution rate and competitiveness. Shandong Province’s inbound tourist source market had developed rapidly and had strong competitiveness, and its position in the country was on the rise. Finally, this paper presented some suggestions on targeted marketing and destination development.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133672463","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
Methods for Constructing Measurable and Metrizable Models of Knowledge Bases within Algebraic Approach 基于代数方法的知识库可测量和可度量模型的构建方法
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00066
B. Kulik, A. Fridman
{"title":"Methods for Constructing Measurable and Metrizable Models of Knowledge Bases within Algebraic Approach","authors":"B. Kulik, A. Fridman","doi":"10.1109/ICDSBA48748.2019.00066","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00066","url":null,"abstract":"Conventional methods to provide measurability and metrization of knowledge models cover only a small part of possible models, namely Bayesian networks and probabilistic analysis of models expressed by formulas of propositional calculus. The report proposes a new approach to building a wider class of measurable and metrizable knowledge models based on n-tuple algebra developed by the authors earlier. Besides. the proposed approach makes it possible to use clustering methods in models of knowledge bases.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"97 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127630768","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: 1
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