As a deeply interdisciplinary subject,bet365 bonus code indiana physics breaks down the barriers between physical space and bet365 bonus code indiana space,bet365 bonus code indiana mechanism realized、Research on isomorphism of physical mechanisms,Provides a powerful analytical perspective and method for discussing issues in the field of bet365 bonus code indiana sciences。In the process,By big data、Artificial Intelligence、The computational bet365 bonus code indiana science movement led by technologies such as digital twins has brought new opportunities to the research and development of bet365 bonus code indiana physics,New ways for bet365 bonus code indiana physicists to use emerging technologies to empower scientific research have emerged。
Big bet365 bonus code indiana technology restarts the holistic ontological stance
bet365 bonus code indiana is committed to abstracting complex social operating laws and regulations into simple physical mechanisms,But limited by the limitations of manual data collection,It is difficult for researchers to obtain the real information、"Full amount" social system operation information,It is more difficult to obtain historical data on long-term changes in social systems。Because of this,The macro-sociological research based on the social system as a whole in Comte’s ideal is struggling on the road to empirical progress。Before the emergence of big data technology,Most analysis of the overall picture of the operation of social systems stops at the level of theoretical construction。Existing empirical analyzes are mainly distributed in the field of micro-sociology based on sample surveys,Although it also examines social groups,But the starting point is usually still individual、isolated、Biological person。
The arrival of the big data era has broken this dilemma,Push bet365 bonus code indiana into a new era of development with quantifiable characteristics,Realized the expansion of research objects from "local-individualization" to "whole-socialization"。Pentland thinks,“The engine driving social physics is big data”。One of the core features of big data technology is to replace “part” with “overall”,The computational bet365 bonus code indiana based on this is a kind of research on data integrity。Therefore,Researchers have the ability to extract data from complex population networks、Observe “people” in the sense of general socialization in social interactions。By combining the physics of microscopic individuals、Physiological and even psychological behavioral data and macroscopic time、Space、Correlation of events and other elements across carriers and multiple modalities,Able to dig out valuable regular information。For example,In the field of public health and disease control,Leverage large-scale open source data storage and processing software,Researchers can combine structured and unstructured images、Effective analysis of individual health status information such as numbers,It is even possible to establish an overall database of DNA genetic codes of living organisms。This mechanism is repeatable in space and time,The relevant data itself can also achieve record integrity at the operational level、Convenience、No bias。Therefore,Based on massive big data calculation,bet365 bonus code indiana can establish dynamic macroscopic observations of social systems,Thus, we can propose a more targeted national health plan。
bet365 bonus code indiana promotes the construction of "unity" of scientific cognition
The impact of artificial intelligence algorithms on bet365 bonus code indiana is mainly reflected in the logical analysis of social phenomena,The identification mode of potential correlations driven by it gradually replaces the causal reasoning mode driven by theoretical modeling。In recent years,Environmental adaptation of new generation artificial intelligence、Self-game、Auto-evolution、Self-learning performance is rapidly improved,Particularly outstanding in establishing “context” for relevant data connections。Based on grasping the overall data,Artificial intelligence algorithm can automatically extract the unclarified information behind the facts、Potential and indirect internal relationships。This research paradigm transcends the limitations of individual intuitive thinking and prior knowledge,Become the foundation for interdisciplinary integration,Reconstructing a relatively neutral “unity” epistemology,Fundamentally promote the sustainable development of bet365 bonus code indiana。
Specifically,At the level of scientific cognition,The autonomous learning mechanism driven by artificial intelligence activates an extremely important cognitive transition,Breaking the barriers of conventional empiricism based on established causal relationships,Conducive to the formation of coordinated and unified discipline norms。In traditional bet365 bonus code indiana,The “physics-natural science” model analogy usually has theoretical premises of a hypothetical nature,Researchers artificially simplify social phenomena within the framework of theoretical formulas,In order to explain and find the causes of human behavior。In the process,Researchers inevitably implant the norms and value tendencies of the scientific community in a specific context,Even conflicting scientific theories。In the era of artificial intelligence,All disciplines are cultivated by massive big data and algorithms,The boundaries are gradually blurring,The “unity” cognitive path emerged at the historic moment。And,Relatively systematic correlations are better than scattered ones、Fragmentary causality has wider coverage,Be able to expand the scope and field of social science cognition。Also,At the application level,The correlation rules captured by artificial intelligence make the research results of social physics more in line with the needs of modern social practice。
Digital twin bet365 bonus code indiana upgrade system simulation tool
When predicting the evolutionary trend of social systems,Digital twin technology integrates multiple physical quantities、Multiple scales、Multi-probability simulation process,Complete real-time tracking mapping in virtual space,Reduction for bet365 bonus code indiana、Understanding and guiding real social phenomena” provides automation、High efficiency、New research tools for visualization。
bet365 bonus code indiana observes social organization、The movement process of social activities,Each individual and its spatial distribution are usually compared to discrete particle behavior,Compare the whole human body and time process to continuous fluctuating behavior,And with the help of electromagnetism、Fluid、Hot、Acoustic and other physical field solution and simulation tools simulate and predict this law similar to the "wave-particle duality characteristics"。To reduce computational complexity,Previous studies mostly used simplified simulation methods of "numerical approximation" and "discretization"。Under ideal circumstances,When particles move in a specific pattern or the space is very restricted,This might be a smart approach。But actually,Social system is the emergent result induced by the coupling of multiple factors,The complexity is reflected in the huge scale、Complexity、On volatile and unstructured complex research objects,also reflected in dissipation、On the complex motion laws of collaborative systems。
Digital twin technology has inherent advantages in handling bet365 bonus code indiana interactions in large-scale complex systems,Especially in the field of parallel and distributed simulation, it has made a qualitative leap in the level of "reduction"。For example,Take large-scale epidemics as an example,RFID for high performance computing、Sensor、Infrared sensor、Video surveillance、Geolocation、Information collection equipment such as laser scanners can dynamically capture people、People and objects、Direct physical contact (such as touching) or indirect communication of contact (such as sneezing) information between objects。On this basis,Researchers target pathogens、Crowd、Intervention measures and scenarios can develop a full life cycle ultra-large-scale bet365 bonus code indiana simulation system,And use sophisticated continuous modeling to review the virus propagation mechanism。This breaks through the limitations of traditional simulation research based on SIR series propagation dynamics models or single discrete events,Greatly improved prediction accuracy。
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New technologies provide new ideas,Opened a new pattern,New request made。Facing the future development of bet365 bonus code indiana,Especially the use of new technologies to promote the development of bet365 bonus code indiana,You can try the following three points。
First,Building a high-performance big data cloud platform for bet365 bonus code indiana。According to the "Data Age 2025" report released by International Data Corporation,By 2025,The total amount of data generated globally every year will rise to 175ZB。Facing the huge volume、Many types、Real-time dynamic and complex social big data,Our country urgently needs to create integrated data collection、Storage、Comprehensive analysis and processing functions、High computing power big data cloud platform provides strong guarantee for macro-bet365 bonus code indiana。
Secondly,Strengthen innovative research on new technological systems that empower bet365 bonus code indiana。Take mature scientific research and application as the traction and guidance,Strengthen precise policy support,Encourage market innovation entities to accelerate brain-computer interface、Digital twin、AR/VR/MR、Technology and application breakthroughs in basic sensing components,Steady expansion of 5G network、Intelligent cloud computing platform、Investment and overall layout of key infrastructure construction such as simulation digital space,Carry out logical relationship analysis for social physicists、Research on evolution trend prediction and other research provides more complete and mature technical support。
Finally,Cultivation of a batch of compound types、New interdisciplinary talents。Master both emerging technologies and social sciences、Comprehensive talents in physics and other theories are the main body to enhance the international influence of physics research in our country。Cultivate such talents,You can start from three aspects。First, we must create a new model of "emerging technology + social physics" composite professional training,Relatively clearly defined subject composition and subject boundaries,Improve the level of internationalization and standardization of subject concepts and knowledge itself。Second, we must improve the performance evaluation mechanism of interdisciplinary research cooperation teams in scientific research institutions,Strengthening interdisciplinary dialogue between social science scholars and physics scholars,Encourage experienced scientists and young scientists to form collaborative teams。Third, we must encourage the production of new social science and new natural science theoretical results with Chinese characteristics,For the future bet365 bonus code indiana and development from a global perspective、Providing Chinese solutions to social problems,Showing Chinese wisdom。
(This article is part of the Youth Project of the National bet365 bonus code indiana Science Fund "Characteristics of Public Internet Opinion Involvement in Major Epidemics in the bet365 bonus code indiana Media Era、Research on Mechanism and Guidance Strategies” (21CXW019) Phased Results)
(Author’s unit: Institute of Journalism and Communication, Chinese Academy of bet365 bonus code indiana Sciences)
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