By Aki-Hiro Sato
Applied data-centric social sciences target to advance either method and functional functions of assorted fields of social sciences and companies with wealthy info. particularly, within the social sciences, an enormous volume of information on human actions can be important for figuring out collective human nature. during this ebook, the writer introduces a number of mathematical options for dealing with a massive quantity of knowledge and analysing collective human behaviour. The e-book is made out of data-oriented research, with mathematical equipment and expressions used for facing info for a number of particular difficulties. the basic philosophy underlying the booklet is that either mathematical and actual thoughts are made up our minds through the needs of knowledge research. This philosophy is proven all through exemplar reviews of numerous fields in socio-economic structures. From a data-centric perspective, the writer proposes an idea that can switch people’s minds and lead them to begin considering from the foundation of information. a number of ambitions underlie the chapters of the booklet. the 1st is to explain mathematical and statistical equipment for information research, and towards that finish the writer delineates equipment with real info in every one bankruptcy. the second one is to discover a cyber-physical hyperlink among information and data-generating mechanisms, as information are consistently supplied by way of a few form of data-generating method within the genuine global. The 3rd aim is to supply an impetus for the strategies and method set forth during this e-book to be utilized to socio-economic systems.
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Additional info for Applied Data-Centric Social Sciences: Concepts, Data, Computation, and Theory
Several types of database servers can be used to handle and select data by using some conditions. After pre-processing, data are inserted into the database servers. Some data are structured as Extensible Markup Language (XML). The Structured Query Language (SQL) standard and the relational data model provide a uniform, powerful language to express many query needs and, in principle, allow customers to choose between vendors. XML databases have recently become available in both commercial and open usages.
This is called a cyber-physical system (CPS) , which consists of distributed computation interconnected by computer networks that monitor and control switched physical entities interconnected by physical infrastructures [157, 158]. The data flow from an actual environment, computation based on the collected data, and control over our environment based on computations are main focuses . 2 Meaning of Data Data is described as symbols associated with objects or concepts in the real world.
Org/html. 4 Concept 29 better understanding than detailed agent-based models. The model is used to guide researchers and provide a working hypothesis. This can include a simple ecological model as a socioeconomic model such as Ising-models [34, 99], Granovetter-type threshold models [79, 216] and voter models [39, 63, 141, 187]. There are some criticisms of simple models: They are too simple to use in decisionmaking. A simple model tends to be oversimplified and ignore other important parts of phenomena.