摘要:“Cloud governance” is a new challenge for governments to provide better social services in the background of blooming information technology,mass data and internet.A possible solution was provided:omniscient system,which was based on blockchain technology and smart contract.It not only reduces careless mistakes and malicious tamperings made by human beings,but also sharply cuts down the labor costs on daily operations.
摘要:Based on the current forecasting theory and practice in the economics of tax,big data applications give chance for the improvement and development of theory and practice.The main progress and characters in this field were summarized.The main progress and characters of economic analysis and forecasting with big data in tax field were summarized,and some advices about the future development were given.
关键词:analysis of economics of tax;forecasting of tax;big data
摘要:The public security situation was becoming more and more complex and changeable in the big data era that proposed the higher requirements for safeguarding of the national public security.Further studying of using big data technology to promote the public security governance has very important significance to maintain China's public security environment.The current situation of China's public security,challenges of maintaining public security and the public security governance in the big data era was analyzed.The dilemma of public security governance in China was discussed.To promote governance innovation of public security,four aspects were proposed,which are ability,technical means,ways of thinking and new field based on big data technology.
摘要:The issues of agriculture,countryside and farmers are receiving a lot of concerns in China.The development of big data technology brings new opportunities to solve the issues.Firstly,the role of big data to promote the development of wisdom agriculture was analyzed.Then,the basic characteristics,connotation and development trend of agricultural big data were summarized and the promotion of big data technology to solve the issues of agriculture,countryside and farmers was discussed.A sound exposition of the bottleneck and main problems of agricultural big data was presented.Finally,the path of big data technology serving agriculture,countryside and farmers,including governmental guidance and promotion,innovation of technology,was proposed.
关键词:agricultural big data;wisdom agriculture;internet of things;cloud computing
摘要:The progress of research and practice in data quality standardization was reviewed,and the framework of data quality was introduced,which was put forward by the international standard of ISO 8000 data quality.The master data quality,transaction data quality and product data quality were discussed.The method and measurement theory of the large data quality standardization for sharing were discussed.At last,suggestions for China’s government in the big data quality control and standardization were put forward.
关键词:government big data;master data;product data;data quality;ISO 8000
摘要:Faced with a wide range of intelligent transportation application scenarios and technical requirements,the general big data system is difficult to adapt to a variety of processing and make a quick response.In order to solve this problem,the methodology of agile big data for the first time was put forward.Based on the iterative nature of data science,the agile big data architecture based on micro service was designed,and the key points of the traffic oriented micro service and data fusion technology were discussed.The agile big data architecture provides new idea and method for efficient and flexible data mining and machine learning under the environment of traffic big data.
关键词:agile big data;micro service;big data architecture;container;big data fusion
摘要:In order to achieve and exam the unconstrained demand data related to each customer in real time and dynamically from both internal and external data resources,including structured and unstructured information,a big data warehouse framework for demand unconstraining estimation in revenue management was proposed.After that,the challenges in unconstrained demand knowledge mining,as well as the process of development and application of business intelligence analysis tools for demand unconstraining estimation were discussed.
摘要:Due to problems like immaturity of platform technology,lack of unified technical framework and inadaptation of organization structure,silo applications and complicated mashup structures were formed when enterprises were introducing big data technology.With maturity of big data platform technology,unified big data platform was gradually becoming the core of enterprise analysis system.The thoughts of enterprise-level big data platform integration from three aspects,management,operation and technology were analyzed.Suggestions about organization structure development,reconstruction and implementation of big data platform operation process,technology planning and realization of platform were provided.At last,practical experiences of unified big data platform integration of China Mobile were presented.
关键词:unified big data platform;BI+;Hadoop;centralized BI system
摘要:Telecommunication big data is good alternative data source for credit evaluation of consumers.Meanwhile,credit risk management is a crucial task for telecommunication operators.In this work,the application of telecommunication big data in credit risk management was introduced.The application example of telecommunication big data in financial credit scenario was analyzed.Some suggestions were given about how to employ telecommunication big data to credit risk management in China.
关键词:telecommunication big data;credit risk management;credit scoring;alternative data;data sharing
摘要:Potential conflicts of interest arising from the transfer of value between pharmaceutical industry and physicians could significantly affect clinical care,research findings and physician decision-making.To enhance the transparency of the transfer of value between pharmaceutical industry and physicians,the open payments program of USA and disclosure UK datasets from four aspects:data resources,open status,type of transfer of value and policy guarantee were introduced.In addition,the international research advances based on the datasets were also reviewed.At last,the characteristics and existing problems of the datasets were discussed.The inspiration for China was proposed.
关键词:data sharing;pharmaceutical industry;physician;transfer of value