scholarly journals A Deep Learning-Based Electromagnetic Signal for Earthquake Magnitude Prediction

Sensors ◽  
2021 ◽  
Vol 21 (13) ◽  
pp. 4434
Author(s):  
Zhenyu Bao ◽  
Jingyu Zhao ◽  
Pu Huang ◽  
Shanshan Yong ◽  
Xinan Wang

The influence of earthquake disasters on human social life is positively related to the magnitude and intensity of the earthquake, and effectively avoiding casualties and property losses can be attributed to the accurate prediction of earthquakes. In this study, an electromagnetic sensor is investigated to assess earthquakes in advance by collecting earthquake signals. At present, the mainstream earthquake magnitude prediction comprises two methods. On the one hand, most geophysicists or data analysis experts extract a series of basic features from earthquake precursor signals for seismic classification. On the other hand, the obtained data related to earth activities by seismograph or space satellite are directly used in classification networks. This article proposes a CNN and designs a 3D feature-map which can be used to solve the problem of earthquake magnitude classification by combining the advantages of shallow features and high-dimensional information. In addition, noise simulation technology and SMOTE oversampling technology are applied to overcome the problem of seismic data imbalance. The signals collected by electromagnetic sensors are used to evaluate the method proposed in this article. The results show that the method proposed in this paper can classify earthquake magnitudes well.

Author(s):  
Weichzhen` Gao

The basic principles of SCS implementation are as follows: Formation of sustainable social structure and its operational management; Monitoring and correction of social transformations and behavior of the general population: transparency as a major factor in the life of an innovative society; Stimulating competition as a motivation for success. Due to the transparency of social life, different patterns of behavior in different conditions are published in the information space of the society. Accordingly, actionable life scenarios are made available to the general public, which is fulfilling an educational mission regarding adaptation mechanisms in an innovative society; the SCS system is a significant component of the national strategy of integration and consolidation of the Chinese innovation society; carrying out softpolicy foreign policy: The positive experience of the Chinese innovation society in implementing SCS is a prerequisite for expanding its area of application in Asian, African and Latin American countries, especially the countries participating in the One Belt One Road project. SCS covers all spheres of social life of the modern Chinese citizen, forms a sustainable form of accountability to the society for the content and flow of their daily activities, aspirations and preferences.


2008 ◽  
Vol 7 (1) ◽  
pp. 53-70 ◽  
Author(s):  
Mohammad Amouzadeh

This paper aims to investigate the language used by newspapers in post-revolutionary Iran. More precisely, the paper sets out to analyze how such a language is deployed to represent relevant hegemonic ideologies. The approach adopted for this purpose draws inspiration mainly from critical linguistics, where it is hypothesized that, as far as the pertinent metadiscourse goes, media genres serve to activate and perpetuate social power relations. In keeping with this theoretical stance, the paper argues that socially constructed texts can be said to perform two complementary functions; on the one hand, they shed light on the realities experienced in social life; on the other, they reveal such aspects of those realities as are constructed through the use of language. It is thus in this context that the media language used in the post-revolutionary Iran lends itself to analytical investigation, where the available data reveal the co-existence of three competing discourse processes of ‘Islamization’, ‘Iranian Nationalism’ and ‘Western liberalism’, relating to the third stage development of post-revolutionary Iran.


Author(s):  
Ю.В. Ковалева

Представлен историографический анализ развития понятия большие социальные группы и историко-психологический анализ социальных феноменов , связанных с массовыми общественными явлениями в России. Сформулированы актуальные проблемы психологии больших социальных групп, к которым относятся неоднородность оснований для их выделения, недостаточная дифференцированность со сходными понятиями, неравномерность исследований в различные временные периоды и идеологическая нагруженность их разработки. Данная работа была ответом на необходимость восполнения знаний о процессах в таких группах, происходивших в различные исторические периоды развития социальной психологии, с соответствующим им уровнем научного осмысления, а также обобщением этой целостной картины на уровне современного понимания и формулировка перспективных направлений исследований. Целью исследования является установление связи между определением и основными свойствами понятия «большие социальные группы» (его синонимов, аналогов) и особенностями социальной ситуации в определенный период времени, а также реконструкция социальных процессов данного исторического этапа. Проверялась гипотеза о том, что большие социальные группы как феномены социальной жизни формировались в соответствии с историческим временем, а соответствующее им понятие и его свойства с одной стороны отвечали уровню развития гуманитарного знания, а с другой - пытались удовлетворить общественный и политический запрос в объяснении и управлении социальной ситуацией. Использовались методы историографии социальной психологии и психолого-исторической реконструкции . Первая часть статьи посвящена анализу первых двух этапов развития социальной психологии - с середины XIX до начала XX вв. и в 1920-е гг. XX в. The historiographic analysis of the development of the concept of large social groups and historical and psychological study of social phenomena associated with mass social phenomena was presented. Topical problems of the psychology of large social groups are formulated, including heterogeneity of the grounds for their isolation, insufficient differentiation with similar concepts, uneven research in various periods, and ideological loading of the history of its development. The study's main problem was the need to replenish the processes in such groups that took place in various historical periods of social psychology development as well as a synthesis of this holistic picture at the level of modern understanding and the formulation of promising areas of research. The study's purpose was to establish a connection between the definition and the basic properties of the concept of "large social groups" (and its synonyms, analogs) and the peculiarities of the social situation in a certain period, as well as the reconstruction of social processes of this historical segment. The hypothesis was tested that large social groups as phenomena of social life were formed under the past time. The concept and its properties were corresponding to them, on the one hand, compared to the level of development of humanitarian knowledge. On the other, they tried to satisfy the social and political requests to understand and manage the social situation. Methods of the historiography of the history of social psychology and psychological and historical reconstruction were used. The article's first part was devoted to the analysis of the early two stages of the development of social psychology - from the middle of the XIX to the beginning of the XX centuries and 1920 of the XX century.


2020 ◽  
Vol 19 (3) ◽  
pp. 641-653
Author(s):  
Gennadiy N. Mokshin

This article reconstructs the cultural doctrine of the famous publicist of populism (narodnichestvo), I.I. Kablits (Yuzov). To just equate Kablits views with the slogan of yuzovshchina would be a narrow interpretation of his kul'turnichestvo; the slogan is characteristic for extreme right-wing populism during the upsurge of the revolutionary populist movement (narodovol'cheskoe dvizhenie). In 1880, Kablits was the first of the legal populists to pose the question, What is populism? According to the publicist, true narodnichestvo should be based on the principle that the forms of public life of the people must be in conformity with the development level of their consciousness. The author explains Kablits evolution from Bakunism to a peasant-centered narodnichestvo by his interpretation of the reasons for the split between the intelligentsia and the people. Kablits considered them antagonists, and defined the ultimate goal of the narodniki as the liberation of the people from the power of the intellectualbureaucratic minority, the latter supposedly trying to subjugate the life of the masses to its will. The article analyzes the main provisions of Kablits sociocultural concept of social transformations: apolitism, populism, and the initiative of the masses. The article identifies the differences between his program of developing the cultural identity of the people, on the one hand, and other populists' understanding of the tasks of cultural work, on the other. Particular attention is paid to Kablits-Yuzov's attitude towards the problem of educating the masses. Kablits was one of the few Russian populists who opposed the idea that the foundations of the worldview of the people must be changed, arguing that this would eliminate the traditional moral values of the village, including the sense of collectivism. The author assesses how Kablits, the leading publicist of the newspaper Nedelya, contributed to the establishment of a cultural direction in narodnichestvo at the turn of the 1870s and 1880s. According to the author, Kablits played a leading role in shaping the ideology of the right flank of the cultural direction in narodnichestvo. However, the pure populism of Kablits turned out to be too pseudo-scientific, dogmatic and irrational to attract the democratic intelligentsia for a long time; the latter had already become disillusioned with the idea of the people as the creator of new forms of social life.


Author(s):  
Alp Karaca

Homosapiens is the common family name for contemporary human beings. There are different kinds of homo species but the most recent one with the most improved abilities are human beings of the present era, who have adapted themselves to the new technologies and life conditions by improving themselves. The substantial improvements in technology started with the French Revolution in 1799. Initially, technology helped human beings in the production and industry sectors. Thereafter, in the 1990s, technology penetrated living spaces, firstly helping with household duties and then impacting social life, first with the radio and later with the television. Living spaces started to change through the organisation of spaces, and most houses were organised according to location reserved for the television. This is the biggest change brought about by technology in living spaces. The expectations of human beings were on the rise simultaneously with economic welfare and consumption-based demands. In the 2000s, phyisical limitations occurred, while expectations increased even more. These were constraints over time, materials and economy, and the solution came from technology via virtual reality and generated cyber spaces, which were without limits, economical and surpassed the built environments. Due to the lack of physical conditions, built envionments ceded their place to virtual living spaces and virtual cities. In the present study, data collection was undertaken via a study of innovations within living spaces and also via an observation of social lives within living spaces. The present article aims to present what can be foreseen, on the basis of cause and effect, concerning the impacts of the current evolution on the one hand and massive outbreaks of viruses on the other hand, the impacts on the physical spaces of the homosapiens species that have succeeded in adapting to all the changes that they have come across from their beginnings until the present era, the impacts that both phenomena will have on the current living standards and living spaces of humans and what changes human living spaces will undergo in the ongoing process of evolution. Human beings will continue renewing themselves throughout the said phenomena before concluding their process of evolution.   Keywords: Innovative, technology, living spaces, living standards, homosapiens.


2021 ◽  
pp. 58
Author(s):  
Grigory N. Utkin

The article reveals the conceptual, meaning-forming role of the categories of the unconditional and conditional in law. At the same time, their dialectical relationship with each other and with other categories is put in the center of attention. The dialectic of the unconditional and conditional is revealed by achieving the unity of the three stages of theoretical analysis, which allows us to present the unconditional and conditional, on the one hand, as the content of all concepts, through which the idea of law is generally expressed in various aspects and elements; on the other hand, the entire set of categories subject to dialectical analysis appears as elements of the content of the unconditional and conditional as semantic units that Express the universal characteristics of law in its features, isolation from other forms of social life.


2021 ◽  
Vol 66 (Special Issue) ◽  
pp. 152-152
Author(s):  
Dario Sacchini ◽  
◽  
Pietro Refolo ◽  
Barbara Corsano ◽  
Mario Picozzi ◽  
...  

"This work is aimed at critically illustring the eight-year experience of the Master in “Clinical Bioethics Consultation” (2013-2020). This advanced second-level Master was promoted in 2013 by the Catholic University of the Sacred Heart of Rome, and co-worked by other Italian clinical as well as academic institutions (University Campus Bio-medico of Rome, Insubria University of Varese, “Federico II” University of Naples, Lanza Foundation of Padua, Local Health and Social Care Unit n. 7 (ULSS) of Veneto Region, Treviso; Ospedale San Giovanni Calibita Fatebenefratelli – Isola Tiberina, Rome, and Italian Group for clinical ethics consultation (GIBCE)). To this aim, it first will discuss two points: on the one hand, an epistemological one, i.e. the justification of the activity of ethics consultant in clinical settings supported by the authors; on the other hand, a pedagogical one, i.e. the identification of the learning needs clinical bioethics gives birth to. The second part of the work will focus on the experience of the Master, explaining its basic features (objectives, methods, contents, evaluation tools, etc), offering a critical review, and identifying the challenges this initiative has to face in the next future. "


2021 ◽  
Vol 77 (2-3) ◽  
pp. 617-642
Author(s):  
Antonio Di Chiro

In this essay we will try to analyze the thought of the philosopher Giorgio Agamben on the pandemic. The aim of the work is twofold. On the one hand, we will try to demonstrate that Agamben’s positions on the pandemic are not to be understood as mere extemporaneous statements, but as integral parts of his philosophy. On the other hand, we will try to show how these positions are based on a deeply paranoid and anti-scientific vision, since Agamben believes that the effects of the epidemic have been exaggerated by the centers of power in order to create a “state of exception” that allows to crumble social life and to use the fear of poverty as a tool to dominate society. We will try to demonstrate that it is precisely starting from the critique of Agamben’s positions that it is possible to rethink a philosophy and a politic to come and a new reorganization of social and intimate relations between human beings.


Author(s):  
Kateryna Malyarchuk

Purpose of the article. The purpose of the article is to analyze the phenomenon of makeup art and its connection with social stratification and social myth. Methodology. The study of the phenomenon of makeup in connection with social mythology and social stratification is associated with the use of general scientific methods of analysis, generalization, synthesis, etc. Not only in line with art history and sociological knowledge, but also knowledge of psychology, cultural studies, philosophy, etc., which provides for the integration and inclusive combination of appropriate methods and approaches. The artistic and typological method made it possible to analyze the phenomenon of makeup, social myth and social stratification as integral phenomena with specific features. The combination of anthropological, axiological and historical approaches with the use of socio-cultural and art criticism tools made it possible to identify the main value-semantic and content-structural constants of these phenomena. Scientific novelty. The art of makeup is presented as the basis of social mythology and its connection with social stratification, which makes it possible to position makeup as one of the backbone components of the socio-cultural system, as well as facilitate the study of the entire spectrum of its cultural phenomena. Conclusions. Makeup, as an axiologically loaded phenomenon, is the basis for the creation of social mythology and support for social stratification, characterizes the processes of social development, significantly affects the public consciousness and behavior of both social groups and individual subjects. By the nature of the course of the processes of being, the phenomenon of makeup allows one to see the specifics of social phenomena and determine their place in the structure of social life. The positive role of makeup is that it is one of the conditions for the integrity of society, providing cultural, art, moral, etc. the continuity of its imperatives. The negative one is that it not only represents the social stratification of society, but also becomes a means of deepening it, stereotyping and accumulating in its practices both positive and negative patterns of sociocultural models of behavior. Because, as part of social mythology, the phenomenon of makeup is ambiguous: on the one hand, it partly threatens social development, and on the other hand, it helps to consolidate people and society in overcoming the challenges of our time.


2021 ◽  
pp. 1-34
Author(s):  
Mukulika Banerjee

Chapter 1 examines the significance of India’s constitution as both a democracy and a republic and the force of B. R. Ambedkar’s ideas on the necessity for “democracy in social life” alongside the institutions of formal democracy. It is the first study that draws attention to India’s credentials as a republic as a way of understanding its democracy. The chapter introduces the site of this study and the linkages between agrarian and democratic values. Methodologically, it shows the importance of using the approaches of the Manchester School in India (hitherto unexplored) and the value this adds to our definition of what constitutes “the political.” Here, “the political” contains both agonistic and competitive tendencies on the one hand, but also reparative and cooperative impulsions. The methodology of this book, of studying electoral and non-electoral social life alongside each other, and the four key “events” of the book are also explained.


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