Since the 1990s，The introduction of bibliometrics into academic bet365 score in my country has not only promoted academic development but also brought about many problems，Commentary article、Over-quantization、Single indicator、One-sided bet365 score、Low credibility is a serious problem that needs to be solved urgently in current academic bet365 score。With the development of technology，my country gradually enters the era of big data、Artificial Intelligence Era，The leap in information technology provides an opportunity for the transformation of academic bet365 score。The "Opinions on Further Improving the bet365 score of Philosophy and Social Sciences Research in Colleges and Universities" issued by the Ministry of Education in 2011 mentioned "strengthening the construction of databases such as peer experts and bet365 score results，Improving the informatization level of bet365 score work”，2018 General Office of the CPC Central Committee、The "Guiding Opinions on Promoting the Reform of the Talent bet365 score Mechanism by Classification" issued by the General Office of the State Council proposes to "strengthen the construction of bet365 score expert database and resource sharing"，Proposed requirements for the digitization of academic bet365 score。

Using data to integrate bet365 score resources。Datafication is not just digitalization。Dataization is the collection of data from the entire process of academic production and bet365 score activities、Screening、Mining、Process、Overview of system processes such as storage and application。The digitization of academic bet365 score can integrate multiple dimensions、Multiple levels、Systematic bet365 score resources。First，The digitization of academic bet365 score can be evaluated based on more types of academic achievements，Contains more than just academic papers、Works、Research reports and other traditional results，Also involves handout PPT、Chart、Program、Video、Blog、Public account tweets, etc.。Secondly，bet365 score data in the big data era is no longer limited to bibliometric data、Some peer review data and a small amount of altmetric data，Accurately identify and process conversion through dataization，Fragmented data、Unstructured data、Traditionally unavailable data such as behavioral data can be transformed into usable indicators。Last，Data storage and correlation methods can establish an integrated database，Whether it is the bet365 score subject (bet365 score expert、bet365 score agency、Scientific research management department, etc.)、bet365 score object (academic achievements、Project、Scholar、Journal、Institution, etc.)、bet365 score process (bibliometric indicators、Peer review data、bet365 score method、bet365 score period, etc.)、bet365 score results (quality bet365 score、Awards and Excellence、Professional title bet365 score, etc.)，Even bet365 score Policy、bet365 score research and other content can be included，This is convenient for calling different resources、Modular processing，You can also avoid multiple reviews、Waste of resources caused by repeated bet365 score。

Using data to return to the essence of bet365 score。The essence of academic bet365 score is to evaluate the level of academic quality。Current peer review is limited by time、Human cost，Only a small number of elite ratings can be achieved，The bibliometric bet365 score is limited by technical means and only evaluates from the perspective of influence，One of the reasons why academic bet365 score has long been criticized is the low level of dataization。Data collection、Mining、Storage can realize full sample academic bet365 score、Diversification、Dynamic、Systematization，Enable academic bet365 score to truly evaluate and identify the academic quality of the bet365 score object based on comprehensive data，Follow academic rules，Promote academic development，Also ensure the fairness of the bet365 score process、Open、Transparent。Driven by the digitalization of academic bet365 score，The purpose of bet365 score can also be liberated from administrative orientation，Not only can serve for professional title bet365 score、Awards and Excellence、Project acceptance、Core Journal Selection、University Ranking、Existing bet365 score activities such as subject bet365 score，Social bet365 score can also be provided、Institutional self-assessment、Scholar career bet365 score、Interdisciplinary bet365 score、Personalized bet365 score and other services，Return academic bet365 score to the essence and original intention of bet365 score。

Using data to open up a new situation in bet365 score。Academic bet365 score is based on partial bet365 score of sample data for a long time、One-sided bet365 score、Side bet365 score and delayed bet365 score，Current bet365 score methods and bet365 score results can no longer meet the higher needs of the academic community，Academic circles and society call for the establishment of a more complete and scientific academic bet365 score system。Dataization accompanies the entire process of academic production and bet365 score，Able in time、Record effectively、Processing and filtering bet365 score related data，Can simplify the current cost and process of academic bet365 score，Make bet365 score results more timely、Dynamics and Flexibility。The continuous development of artificial intelligence technology will also have a huge impact on the reform of academic bet365 score，For example, automatic data collection、Intelligent noise filtering、Provide personalized services、Expand the scope of needs。Intelligent data technology has automatic learning function，Be able to continuously revise and improve the academic bet365 score model through data，Choose targeted solutions for bet365 score content，Provide predictions and guidance for scientific research and academic development，Academic bet365 score will usher in disruptive changes by then，Open a new situation。

Dataization provides a solution for breakthroughs in academic bet365 score，However, there are still many problems in the digitalization of academic bet365 score。For example，The current data awareness of academic circles and bet365 score institutions is relatively limited、The data-based concepts of scientific research management departments and evaluators need to be urgently changed、Government departments and relevant societies need to strengthen top-level design、Related parties in bet365 score activities must cooperate、The integration of academic bet365 score field and big data technology should be strengthened，Realize the digitization of academic bet365 score from the theoretical and technical level to practical application, etc.，These still require joint efforts and advancement from all parties。

　(This article is a phased result of the National Social Science Foundation project "Research on the Improvement of Theoretical Methods of Academic bet365 score in the Big Data Era" (17BTQ015)

(Author’s unit: Research Center for Academic Achievements bet365 score of Humanities and Social Sciences, Renmin University of China)