Big data empower enterprises realize value creation
April 20, 2022 10:06 Source: "China Social Sciences" April 20, 2022 Total 2391 Author: Yuan Yehu Wu Duan Duan

With artificial intelligence、Blockchain、Cloud computing、The development of information technology such as the Internet of Things,The main stage of the world economic development on the digital economy station,Digital economy with data as the key element is becoming a new kinetic energy that promotes global economic development。Under the background of integration of the digital economy and the real economy,Enterprises realize data to empower business through digital transformation,Achieve corporate collaborative innovation、Turnive reduction and efficiency overflow effect。It can be said,Data is becoming more and more strategic resource for driving enterprise value creation。

The Fourth Plenary Session of the 19th Central Committee of the Party clearly proposed "sound labor、Capital、Land、Knowledge、Technology、Management and data and bet365 live casino games other production factors such as participating in allocation of allocation ",This is the first time that my country has incorporated data into the category of production factors。"Accelerate the construction of digital information infrastructure,Promote the development of the digital economy and the real economy,Empowerment of traditional industries transformation and upgrading,Remove the new industry and new business and new mode,constantly strengthening and doing superior to our country's digital economy ",It has become an important guide for economic and social development in the new era。Although the importance of data elements on economic development has become a consensus,But simple massive data does not automatically generate value,Data needs to be combined with production materials,Invest in the production process,The final formation value output,can truly integrate Bet365 app download into the value creation of the enterprise,Promote industrial upgrading and transformation。Visible data circulation paths in the enterprise are key factor affecting the output,The final manifestation is the inherent characteristics and mechanism of data empowerment enterprises to achieve value creation。

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G20 Hangzhou Summit (2016) defines the concept of digital economy as "use digital knowledge and information as the key production element、Using modern information network as an important carrier、A series of economic activities with the effective use of information and communication technology as an important driving force for efficiency improvement and economic structure optimization ",The function of data elements is defined here in the field of knowledge and information。Data empowering the path of corporate value creation,The earliest dates back to DIKW (data to information to all) model,and have important guiding significance in the current data application。That is,Based on data,by processing、Analysis of relevant information,and further refine the information、Digging,Finally fusion with corporate value creation,Evolution structure of sublimation into smart capabilities。

Specifically,Data is the most basic concept,It is the characteristic description and abstract expression of real things,Most of the information era is mostly saved、Transmission and processing。Information is data refinement and digital technology processing,Data streams that have a certain meaning and useful decision -making,"Know-What)。Knowledge is to summarize the information、Discovery and excavate valuable parts,to precipitate the structured content system,Describes the process of "Know-How"。Wisdom is the highest level,It is a knowledge based on the world,Analyze and explore the laws behind the material world movement,"Know-WHY)Bet365 app download ,and the ability to propose the real application of the solution。As a basic theoretical model,DIKW model provides a implementation path for data elements to play value and participation value creation,also revealed the essential characteristics of data becoming a production element。

  Data empowering corporate value creation mechanism

The process of data from basic resources to intelligent applications is the advancement relationship of "data -information -knowledge -wisdom" in the DikW model,Cost by reducing the personalized demand of the enterprise,Optimize the operation management process of enterprise,Promote corporate innovation improvement,Empowerment companies continue to improve efficiency,Realize value co -creation。

Data processing informatization。China Internet Network Information Center "Statistical Report of China Internet Development Status" shows,As of the end of 2021,my country's netizen scale reaches 1.032 billion,Internet penetration rate reaches 73%。You can see,my country has a huge number of netizens,But the network penetration rate still has great room for improvement。Information era,Any behavior in social reality space can be represented in the form of "data",As a result, massive data,And the growth rate of unprecedented speed。If it is not sorted and analyzed,Data will not have any utility and value。Therefore,Select the right technology,Extracted useful information resources,is the important meaning of the value of the data element。Enterprise uses data technology tools for data analysis,Potential information in the data,Improve information quality,Transforms data elements into valuable information resources,Establish a huge information digital system,The basis for becoming a personalized customization and accurate matching of enterprises。Data as a new type of production factors,Can exert efficiency alone,It is also the key resource for connecting bet365 live casino games other production factors to interact,This prompts the data to refine more useful information from the close association of production factors。From this, it can be seen,The relationship between data elements and information resources is inseparable,And the information is extracted from the data,The starting point for the creation of data production factors is the process of "data -information"。

Data mining knowledge。In the era of data explosive growth,Data scale presentation multiplication expansion effect,But in fact, the network traffic of the data generated by humans is less than 37%,Most of the network data traffic is essentially the secondary data generated by data and information during the transformation of knowledge。"Information -Knowledge" is based on "data -information",Therefore, it can also be regarded as a progressive expression of "data -knowledge"。Knowledge is divided into explicit knowledge and hidden knowledge,Knowledge creation process is the founding field、Dialogue、The spiral rise of the four stages of the system and the practice field。In the era of digital economy,The generation of knowledge covers a wider range of scenes,It also includes data analysis and processing,evolved into unreasonable and verified knowledge,These knowledge converge in the system field,After integration and screening,So as useful new knowledge。The essence of the process of data element formation is to fully mobilize knowledge and other elements,Value of digging and release data elements,to enhance the "overflow effect" of intellectual element。Refine it from the huge amount of basic data and processing information,Digging out the hidden "knowledge" value system,can the invisible knowledge be explicitized、Internal knowledge externalization。For example, integrate processing by the behavior data in a large number of proficient craftsmen work processes,Analysis of the precise information bet365 Play online games of the work steps and programs,This is the level of "data -information"; for the technical ability information contained in this information, further refine the preparation of the work process and operation specifications of craftsmanship,can we convert hidden "knowledge" into visual technical methods,Formulate a standardized production mode,For enterprise technical model management,Improve the overall efficiency of the enterprise,This is the process of "information -knowledge"。Knowledge is relative to information,Have a clearer purpose、Guiding connotation,Enterprise uses digital technology,Discover the data、The complex and evolutionary relationship between data and information,Provide knowledge services with personalized and real -time use value,Not only is it more effective to gain knowledge,Stepping knowledge flow,Speed ​​the process of data transformation into knowledge。

Data application intelligence。"Knowledge -Wisdom" is the expression of the highest level of data elements,Knowledge of the transformation of wisdom is to achieve through data empowerment。In the era of digital economy,Smart Capital has surpassed land、production factors such as labor and capital,An important driving factor of becoming the value of the company's creation,The generation of wisdom reflects the data。Data elements If only information processing、Knowledge mining can not really create value,Data informatization and knowledge can enable companies to better understand their business processes and consumers,and transform knowledge into more "wisdom" decisions and management。Social attributes of the data elements by mobilization,Empower the production of digital information and knowledge、Management and sales process,Then through information technology innovation and management innovation、Innovative integration of business model,Breeding new industries、New format、New mode,This is the process of the Bet365 app download data element that ultimately realize the intelligent application。On the one hand,On the Internet、Cloud computing、Blockchain、Under the wide application of digital technologies such as artificial intelligence,The deep fusion of the data elements of the enterprise and other elements and the interconnection of all things,Promote the intelligent change of enterprises,Intelligent plans to drive the enterprise、Intelligent execution and intelligent control of intelligent decision path formation。Data a lot、Timely、Diversity and other features,greatly reduced corporate information asymmetry,Enhanced the value of corporate resources,Realized standardized empowerment,Bring the intelligent and external service intelligence of the enterprise。On the other hand,Collection of various data、Analysis and application,Promoting industrial digitalization process,More data resources are generated,further accelerated the ecological cycle of the data element,better integration with the industry,Create a good practical foundation and rich application scenario,Improving the intelligent application level of data elements。

Under the background of increasing downward pressure on the global economy,Digital economy becomes a stable economic growth、The key starting point for achieving economic recovery,and further spawned the occurrence of the digital science and technology revolution。Under the background of the construction of digital China,Create a new advantage of digital economy,We must strengthen the construction of data infrastructure,Give play to the advantages of massive data and rich application scenarios,Data data value creation function,Promote the deep integration of the digital economy and the real economy。Data empowering enterprises achieve value creation as a force point,Big data empower traditional industries transformation and upgrade,bet365 best casino games Breaking time and space limit、Extension of the industrial chain and reconstruction value creation mode,It has become a new round of technological revolution and new opportunities for industrial changes、Strategic choice to promote high -quality economic development。

  (This article is the "Mechanism and Strategy Research on Revenue Distribution" (20ZDA047) phased achievement)

(Author Unit: School of Accounting, Jiangxi University of Finance and Economics、Government Asset Research Center)

Editor in charge: Chen Jing
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