Current，With big data、Innovative application of advanced technologies such as artificial intelligence，International relations research is moving towards the "fourth paradigm" with "high -density data" and "intelligent calculation" as its core。but，This innovation process is facing the problem of shortage of basic public products: data and calculation。In recent years，A batch of domestic universities has created an international relations laboratory，This article is based on the experience of the National Security Computing Laboratory of the University of Foreign Economic and Trade，Show it as a big data -based、Artificial Intelligence Technology，Digital platforms that provide international relations with international relations，I hope to promote the research of intelligent international relations from two aspects of data supply and computing supply。

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Under the background of advanced digital technology，The transformation trend of international relations research is prominent in the following aspects。One，Research material has changed hugely。Compared to traditional in -depth literature、Study on international relations based on the theoretical guidance situation and policy formulation，Intelligent International Relations Research is opening "God Perspective" through analysis of massive data，Find a complex relationship and development trend hidden under the noisy and chaotic data，Can be more accurate、More scientific policy guidance。Its two，New changes have emerged in the research method。Traditional research is mainly based on theoretical derivation、Causal hypothesis、The status quo is described as fundamental，and the research of intelligent international relations bet365 live casino games can be through computer science、Basic Mathematics、Calculation models in mathematics statistics to explore the correlation between massive data、Similarity、Correction and common linearity，Open new research path for international issues。Its three，Research tools are more intelligent and efficient。Grabbing from network data、Information sensor data collection，to data cleaning、dimension reduction analysis，and the pre -training and algorithm packaging of the calculation model，The tools of international relations research are gradually intelligent、Simple simplification，It is promoting the research of international relations to be scientific、Engineering development。

But，The current changes are still in the imagination stage to a large extent，Especially for most international relations scholars，Get massive data、Construction of the corresponding analysis model is still an incompetent obstacle in its research process。In other words，The current research of mainstream international relations still has not really entered the era of big data mainly in intelligent or semi -intelligentization。

First，Data acquisition and reading problems have not been solved。On the one hand，Data acquisition includes compilation of different types of network crawler programs for different web pages、Maintenance of the functions of various types of crawlers and noise reduction of massive data obtained、dimension reduction, etc.。These operations not only require more professional technical capabilities，At the same time, you need to pay a lot of time and energy，For most international relations scholars，It's a very difficult and boring thing。On the other hand，In the face of a large amount of data content in different languages，Although there are currently various auxiliary translation tools，But for most scholars who only have one or two languages，Still facing questions that cannot read and accurately analyze the data。

Next，Data analysis and bet365 Play online games calculations are still difficult。In the study of traditional international relations，Cross -type talents that not only lack both international relations and data modeling，At the same time, the existing calculation models are based on computer science、Based on the disciplines of mathematics statistics，There are rough basic algorithm models、Less pre -training models that adapt to international issues have less problems。This leads to a low ability to build and reuse the algorithm model，Most international relations scholars can hardly apply existing calculation models。Another，Processing massive data content also puts forward higher requirements for the corresponding computing power，Not only requires large -capacity storage equipment，At the same time, high -performance computing equipment。

Brief words，In the process of current international relations research towards intelligent or semi -intelligent，Data problems and calculation problems have reached key nodes that have to be resolved。

Data supply solution Break technical obstacles 

Look at the future，Data supply and computing models will definitely become the basic public product of intelligent international relations.，solving data problems and calculation problems will become an important issue for the current and next period of international relations。On the nodes of the new and old paradigmization of the current international relations，Data problems faced by the research of intelligent international relations，The National Security Computing Laboratory of the University of Foreign Economic and Trade is building two types of database resources: universal database and vertical database。

Laboratory thinks，Currently using artificial intelligence technology to extract massive data、The encoded database has surpassed the traditional artificial collection、Manual encoding database，is to adapt to the current big data、New rolling update database in the era of artificial intelligence。Although the requirements for the construction of such databases for technology and software and hardware are high，bet365 live casino games Data acquisition and storage also have a certain threshold，But you can imagine，Challenges to deal with massive data in the future、Find the potential operation law in complicated information in the field of international relations、Explore more accurate and appropriate policy plan，This database will gradually increase with the update and popularization of technology，New basic public products that become overall social science research, including international relations research。

Under this concept，The laboratory first established a for global news、Think tank automatically capture，Automatic extraction of key information，Automatic encoding universal database。This database is currently targeted at the international political sector of mainstream news websites around the world、International relations think tank website and mainstream social media platform，Deploy nearly 1,000 network crawler programs，At the moment to capture various latest data information; grab the global data of 100,000 to 15,000 pieces every day，Basically, the time difference can be updated within an hour。and，This database also deploys the corresponding text translation function，Can translate 42 mainstream languages ​​around the world，Provide corresponding solutions for the data reading and information extraction problems of relevant researchers。In the future, the database will continue to expand the reptile queue，Plan to put governments from various countries、Data from the official website of international organizations and non -governmental organizations are captured together，Try to make this database into a development of the global situation at all times、Universal data public products with auxiliary policy decision -making analysis。

Another，The laboratory also builds a vertical database。With the widespread application of advanced intelligent weapons in the global military field，Drone has gradually subverted the traditional war form，bet365 live casino games Drone participation methods and application trends will affect national security and military strategic layout，An important issue of becoming a national military development and research。For this，The laboratory first uses an artificial method to coding the global drone military application event，​​Form a fixed database format，Then use machine learning to perform text recognition and information extraction of related events in the big database，Build a proprietary database that focuses on drone military applications。

Calculate the supply plan to help discipline innovation 

Looking at history，The emergence and application of new technologies is an important driving force to promote discipline innovation and paradigm breakthrough，and the application of advanced technology will be integrated、Simplified，Basic public products for forming scientific research innovation，can break the barrier wall of the disciplinary research at the corresponding stage，Realizing breakthrough innovation。Calculation problems in the research of intelligent international relations，Laboratory attempts to cultivate from talent、Calculating supply provides solutions。

First，Strengthen the cultivation of talent statistics and algorithm programming。This method is in line with the development ideas of other domestic academic teams in China，If you want to truly promote the research of intelligent international relations，In addition to attracting other discipline talents with mathematical statistical advantages，It should also be strengthened in the field of this subject、Promote the construction of cross -type talents，Only the number of talents entering this field continues to increase、The scale of talents continues to grow，can truly realize the breakthrough of the research paradigm of intelligent international relations。

Next，Accelerate integrated related mathematical statistical methods，Implement the replication of the model、Understanding、Standardization and simplification。Compared Bet365 lotto review to the huge cost that needs to be paid from talent training，Integrated calculation method is a more effective idea。Perhaps for most international relations scholars who cannot truly grasp the statistics of mathematics，Facing mathematical problems，It is better to bypass the difficult learning stage，Direct application integrated algorithm system to launch relevant big data research。This can not only fill the "technical gap" of the corresponding research，And can also drive more scholars to join the research ranks of intelligent international relations。Current，Laboratory has developed text analysis、Video analysis、Calculating models such as face and facial micro -surface identification，Just input、Output operation，You can extract the corresponding calculation results; it has reached a complicated analysis to the machine，Researchers only need to analyze the results based on their own professional knowledge、Explanation。At the same time，Laboratory is developing a set of machine learning、Text analysis、Social Network Analysis、Analysis of geographical space、Double difference model、Algorithm integrated platform including time series analysis，and provide sufficient computing power support for this integrated algorithm platform，Dedicated to simplify and reuse these algorithm models，Provide basic computing support for intelligent research in the field of international relations。

In short,，When technical innovation and application simplify the difficulty of operation and empower academic research to a certain extent，New technology will no longer be research obstacles，Instead, it will become a tool，Help academic research entering a new stage。In the face of international relations research, the transformation problem of the "fourth paradigm" is，The laboratory is building a basic public product for the construction of an intelligent era for the research of data and computing for the study of data and computing，Eliminate the "technical gap" between different Bet365 app download scholars caused by traditional technical obstacles，Promote the research of international relations to achieve major innovation in the next stage。

(The author is a professor at the School of International Relations at the University of International Business and Trade; PhD students at the School of International Relations at the University of Foreign Economics and Trade)