2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)最新文献

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Research on the Use Intention of English Learning APP Among College Students 大学生英语学习APP使用意向研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00116
Min Liu
{"title":"Research on the Use Intention of English Learning APP Among College Students","authors":"Min Liu","doi":"10.1109/ICDSBA53075.2021.00116","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00116","url":null,"abstract":"Based on the Technology Acceptance Model (TAM) to study the factors that influence the intention to use English learning APP. Refer to many research results in the research on consumer behavior influencing factors, combined with the interview method to understand user experience and other information, build an English learning APP use intention influence model based on the technology acceptance model, put forward corresponding hypotheses and design questionnaires to obtain data Analyze consumers' intentions and influencing factors, use SPSS software to carry out data analysis, verify the hypotheses of influencing factors, analyze the problems existing in the English learning APP, provide guidance for its product and content improvement, and provide it with reference Suggestions for improvement to improve product competitiveness.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"196 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124245559","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
Does the Management Tone Information Convey the Level of Firm Innovation? : Evidence from Earnings Communication Conferences of GEM Listed Companies 管理语气信息是否反映企业创新水平?:来自创业板上市公司盈余报告会议的证据
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00081
Dongzhi Tan, Xuhui Liu
{"title":"Does the Management Tone Information Convey the Level of Firm Innovation? : Evidence from Earnings Communication Conferences of GEM Listed Companies","authors":"Dongzhi Tan, Xuhui Liu","doi":"10.1109/ICDSBA53075.2021.00081","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00081","url":null,"abstract":"Based on the text analysis of the 2010-2017 performance briefings of non-financial companies on China Growth Enterprise Market, this paper studies the relationship between management tone and corporate innovation. The conclusion of the study is that there is no significant relationship between the positive tone of management and corporate innovation, which confirms that in our high-context society, people’s language preference is to say good things and cannot convey true information. The more negative the tone of management, the lower the level of corporate innovation. However, the more positive the net tone of management, the higher the level of corporate innovation, which indicates that the tone information answered by management can convey the level of corporate innovation to a certain extent. Further analysis found that, the higher the quality of accounting information, the more significant the relationship between management tone and corporate innovation. This conclusion provides theoretical support and empirical evidence for regulators to strengthen the management tone behavior of management performance briefings, to identify innovative behaviors of listed companies for investors, and to improve the capital market information environment.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"113 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115667802","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
On the Use of M00201 Peristaltic Pump in Infusion Configuration of Pharmacy Intravenous Admixture Services Based on the Hospital Information System 基于医院信息系统的M00201蠕动泵在静脉输液配置中的应用
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00050
Jing Fang, Hongxia Sun, Yin Liu, Bin Li, Sheng Lou
{"title":"On the Use of M00201 Peristaltic Pump in Infusion Configuration of Pharmacy Intravenous Admixture Services Based on the Hospital Information System","authors":"Jing Fang, Hongxia Sun, Yin Liu, Bin Li, Sheng Lou","doi":"10.1109/ICDSBA53075.2021.00050","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00050","url":null,"abstract":"Objective: This project is to explore the application value of M00201 peristaltic pump in the infusion configuration of pharmacy intravenous admixture services (PIVAS). Methods: In the PIVAS infusion configuration, the disposable sterile empty needle was used as the control group, and the peristaltic pump was used as the experimental group. Results: The average preparation time of Aidi Injection, Marsdenia Tenacissima Injection, Cervus and Cucumis Polypeptide Injection, Kangai Injection, Levofloxacin Injection, Imipenem and Cilastatin for Injection in the experimental group was 34.21s±, 42.62s±, 13.68s±, 21.82s±, 24.11s±, 21.01s±, which was significantly less than that in the control group (73.62s±, 73.81s±, 24.08s±, 35.02s±, 49.17s±, 27.73s±). Compare different configuration methods before and after using peristaltic pump for 6 kinds of drugs, and there was a significant difference in the time required to complete the infusion preparation (P<0.05). Conclusion: The application of the peristaltic pump in the infusion configuration is easy to operate and can shorten the configuration time, which can effectively improve the efficiency of the intravenous drug configuration, ensure the safety of the clinical medication and improve the quality of the pharmaceutical care. With the assistance of Hospital Information System (HIS), this experiment classifies and records the problems existing in the traditional infusion configuration. This system then summarizes, contrasts and analyzes the experimental data, putting forward and implementing improvement measures accordingly. And the value in using the device in infusion configuration can be discussed thereby.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124920588","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
Text Mining Applied in Evolution of Q&A Platforms users’ Information Demand on Tourism in COVID-19 Normalization 文本挖掘在新冠肺炎常态下旅游问答平台用户信息需求演化中的应用
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00016
Wanjing Zhang
{"title":"Text Mining Applied in Evolution of Q&A Platforms users’ Information Demand on Tourism in COVID-19 Normalization","authors":"Wanjing Zhang","doi":"10.1109/ICDSBA53075.2021.00016","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00016","url":null,"abstract":"The purpose of this paper is to study the changing trend of Chinese Internet users' attitude towards tourism under the influence of COVID-19, and to explore the value of tourism development and change in the stage of normalization of COVID-19. This research obtained 870,000 user comments by crawler on the topic of \"tourism\" from Zhihu, China's largest online Q&A community, and classified 12 first-level topics by exploring the topics in user comments based on LDA model. In addition, this research utilized the SnowNLP model to make emotion analysis on each comment, and compared the trend of users' attention as well as emotion on tourism-related topics in months from 2019 to 2020. It is found that the attention to tourism in online communities has increased due to COVID-19; the fluctuation of attention to each tourism-related topic is closely related to the progress of COVID-19 and the promulgation of related policies. Users' emotion tendency and attention fluctuation in each topic show a high degree of consistency. Based on this, this paper puts forward suggestions including stabilizing the tourism industry structure and vigorously developing online tourism and IP consumption.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123352885","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
Impacts of Belt and Road Initiative on China’s Foreign Trade Costs “一带一路”倡议对中国外贸成本的影响
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00061
Zhu Chen, Ziqi Li, Mengchao Yao
{"title":"Impacts of Belt and Road Initiative on China’s Foreign Trade Costs","authors":"Zhu Chen, Ziqi Li, Mengchao Yao","doi":"10.1109/ICDSBA53075.2021.00061","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00061","url":null,"abstract":"Bilateral trade costs have become a chief barrier to global economic integration, with international trade growing enormously in the past few decades. However, Belt and Road Initiative (BRI) in full swing brings numerous opportunities and challenges to China’s international trade, which therefore has impacts on China’s trade costs. Using annual panel data of trade and economy from 1998 to 2016, this paper first measures the bilateral trade costs between China and 128 countries, and then analyzes the impacts of BRI on bilateral trade costs between China and B&R countries. B&R and non- B&R countries get the decreased trade costs together over time. Furthermore, B&R countries possess the smaller trade costs than non-B&R countries with China simultaneously, the bilateral trade costs between China and Southeast Asia are the smallest in B&R region. Strong negative impacts are obvious in the advance of BRI on bilateral trade costs between China and B&R countries, and the level of these impacts is more significant in 2014 than the rest years. Moreover, 21st-Century Maritime Silk Road countries reflect stronger impacts than The Silk Road Economic Belt countries on China’s bilateral trade costs.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125433880","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 Development of Cultural Creative Intelligent Products in Liaoning Province 辽宁省文化创意智能产品发展研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00023
Hu Jun
{"title":"Research on the Development of Cultural Creative Intelligent Products in Liaoning Province","authors":"Hu Jun","doi":"10.1109/ICDSBA53075.2021.00023","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00023","url":null,"abstract":"More and more modern technology has been applied to the traditional cultural creative industry, which has enhanced the technicality and novelty of traditional cultural products. The integration of culture and modern technology is profoundly changing the way people live and learn. Liaoning new formats, to develop cultural industry is not only a \"restructuring, livelihood\" major step, is the revitalization of Liaoning economy important economic engine, this paper deeply analysis the Liaoning province regional cultural industry development present situation and innovation development pattern of cultural products, to explore suitable for the condition of culture industry in Liaoning province traditional cultural products of intelligent and marketization process. And explore the effect of the intellectualization of traditional cultural products. Through these studies, it can provide important enlightenment for the intellectualization of traditional cultural products in Liaoning Province, showing that the integration of new technology, especially information technology and traditional cultural and creative industry is not only conducive to the transformation of traditional cultural and creative industry, forming new business forms and models, but also conducive to promoting the upgrading and intelligent transformation of related industries.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120952696","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
Risk Measurement Portfolio Investment Model Supporting Process Integration and its Algebraic Solution 支持过程集成的风险度量组合投资模型及其代数解
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00058
Sicheng Wang
{"title":"Risk Measurement Portfolio Investment Model Supporting Process Integration and its Algebraic Solution","authors":"Sicheng Wang","doi":"10.1109/ICDSBA53075.2021.00058","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00058","url":null,"abstract":"In the securities market full of risks and opportunities, when investing in securities, both individual and institutional investors always take the safety and liquidity of investment funds as the premise, and rationally use investment funds to achieve the purpose of lower risks and higher returns. Markowitz established a portfolio investment decision model with the variance of securities return rate as the measure of investment risks, and selected the optimal portfolio. This paper analyzes the shortcomings of Markowitz model based on supporting process integration, and puts forward the risk objective function of optimal portfolio selection based on semivariance (E-Sh) risk measure. By simplifying and analyzing the equation, under certain conditions, the nonlinear option pricing model is transformed into a linear equation type, and the specific time-dependent option pricing formula with transaction costs is obtained.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116494153","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
Empirical Study on the Relationship between Regional Logistics Development and Economic Growth 区域物流发展与经济增长关系的实证研究
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00055
Bing Zhang
{"title":"Empirical Study on the Relationship between Regional Logistics Development and Economic Growth","authors":"Bing Zhang","doi":"10.1109/ICDSBA53075.2021.00055","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00055","url":null,"abstract":"Along with the social division of labor refinement, under the process of global economic development, because of the advanced management thought and form of organization, logistics was applied in regional economic development, including the effect of stress on the development of regional economic integration, widespread concern from all walks of life, important research direction of regional economy gradually into the relationship between logistics and regional economic growth. In this paper, according to the regional logistics in our country economic development theory and the international logistics under the support of economic theory, with real GDP index to measure the Yangtze river between silk road economic belt and the surrounding areas in major provinces and cities logistics technical index of economic development, regional economic development and logistics technology level of two indicators to measure the qualitative relationship analysis, USES the international cargo logistics turnover function to measure, mainly using logistic function using the quantitative analysis model of measure of the relationship between the two.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127045955","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 Efficiency of Capital Utilization of Insurance Asset Management Companies in China : based on the three-stage DEA model 中国保险资产管理公司资金利用效率研究——基于三阶段DEA模型
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00064
Chen Liu
{"title":"Research on the Efficiency of Capital Utilization of Insurance Asset Management Companies in China : based on the three-stage DEA model","authors":"Chen Liu","doi":"10.1109/ICDSBA53075.2021.00064","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00064","url":null,"abstract":"With the continuous expansion of the asset scale of insurance industry, the problem, how to use funds more efficiently to improve efficiency needs to be solved urgently. Based on the three-stage DEA model, this paper measures the capital utilization of 10 insurance asset management companies in China from 2013 to 2018. The empirical results show that the overall capital utilization efficiency of insurance asset management companies in China is relatively low. According to the problems of low efficiency and scale adjustment, it is suggested that optimizing investment, such as improving investment ability, expanding business scale, introducing and cultivating talents, in order to form a modern investment philosophy and promote the efficiency of capital utilization.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130690465","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
An Analysis of Enterprise Value Management under the Network Economy Environment 网络经济环境下的企业价值管理分析
2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2021-09-01 DOI: 10.1109/ICDSBA53075.2021.00084
S. Cheng
{"title":"An Analysis of Enterprise Value Management under the Network Economy Environment","authors":"S. Cheng","doi":"10.1109/ICDSBA53075.2021.00084","DOIUrl":"https://doi.org/10.1109/ICDSBA53075.2021.00084","url":null,"abstract":"With the coming of network economy, under the mechanism of market becoming global competition, the development mode of enterprises should be reformed and restructured according to the requirements of network economic environment. Merger and reorganization become an effective means to improve the competitiveness of enterprises. The network economic environment makes the value chain model evolve to the network model, and the enterprise reengineering based on value management becomes the inevitable need of enterprise development. From the perspective of value management, this paper studies business process reengineering deeply, which provides methods and means for resource integration of large enterprise groups after reengineering.","PeriodicalId":154348,"journal":{"name":"2021 5th Annual International Conference on Data Science and Business Analytics (ICDSBA)","volume":"636 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132927715","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
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