The Social, Political and Legal Aspects of Text and Data Mining (TDM)

The key issue of this article is inclusive education in connection with the formal and legal aspects of students’ safety when they are staying in educational institutions. In the first part, author describes the basic assumptions of the social model of education and it’s international conditions, also referring to solutions that have been recently implemented in the Polish education system. The second part indicates the problems that may be met by educational institutions and teachers trying to achieve a state of full inclusion. They relate to the school’s caring function in terms of security guarantees. The diversity of student population, especially wide range of educational needs may make it impossible for teachers to develop specific approach to individual pupil. It’s caused by formal items, largely determined by the financial situation of particular local government units.

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Legal Aspects of the Social Regulator of Contractual Relations in Labor Law of Ukraine

Law and Safety ◽

10.32631/pb.2021.1.18 ◽

2021 ◽

Vol 80 (1) ◽

pp. 130-138

Author(s):

Т. П. Голопич ◽

І. М. Голопич

Keyword(s):

Labor Law ◽

Practical Experience ◽

Legal Regulation ◽

Legal Aspects ◽

The State ◽

Collective Agreement ◽

Social Partnership ◽

Social Dialogue ◽

The Social ◽

Contractual Relations

Legal aspects of the social regulator of contractual relations in labor law of Ukraine have been revealed. The concept of social partnership and social dialogue as a legal regulatory mechanism of collective relations has been studied. Legal regulation of labor conditions at different levels, through agreements, reflecting the will and interests of the parties to the agreement, has been analyzed. It has been found out that the personal nature of work, the definition of the specific labor function, duration of working time, remuneration of labor, etc., shall be reflected in a contractual relationship, which requires new forms of relationship between a state, an employer and an employee. Such new forms are acts of social partnership representing the interests of employees, employers, and the state in general. Special attention in this process has been paid to the collective agreement, wherein the interests of the labor collective and the employer are reconciled. The significance of the collective agreement is enhanced in the context of the market economy transformation and the development of new forms of management. Based on international experience it has been proved that problems of economic and public life are addressed optimally, if the orientation is implemented not towards the confrontation, but towards the achievement of social compliance, adjustment of social partnership on the principles of cooperation between employers and employees, which are realized in forms of negotiations, the conclusion of collective agreements and collective arrangements, coordination of draft regulatory and legislative acts and consultation in decision-making by social partners at all levels. It has been defined that social partnership is implemented by means of social dialogue, as a set of coordination procedures of interests of association of employees, employers and the state. Social dialogue helps to provide social harmony and stability in the society, it addresses diverse social and economic problems; it is the universal mean of collective relations for each country, it takes into account its traditions and particularities, and it is based on the significant practical experience of real cooperation.

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Τhe Exception of Text and Data Mining from the Academic Libraries Standpoint

Open Journal of Social Sciences ◽

10.4236/jss.2021.95028 ◽

2021 ◽

Vol 09 (05) ◽

pp. 502-539

Author(s):

Maria-Daphne Papadopoulou ◽

Krystallenia Kolotourou ◽

Maria Bottis

Keyword(s):

Data Mining ◽

Academic Libraries ◽

Text And Data Mining

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Research rights added licence: Non-commercial translation and text and data mining

10.15223/stm.licencea.v1.00 ◽

2014 ◽

Cited By ~ 1

Author(s):

Keyword(s):

Data Mining ◽

Text And Data Mining

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Legal Problems of Digitalization: Theoretical and Legal Aspects

Legal Concept ◽

10.15688/lc.jvolsu.2019.4.3 ◽

2019 ◽

pp. 27-34

Author(s):

Yana Gaivoronskaya ◽

Olga Miroshnichenko

Keyword(s):

Artificial Intelligence ◽

New Technologies ◽

Legal Regulation ◽

Legal Aspects ◽

Social Regulation ◽

Legal Studies ◽

Legal Problems ◽

The Social ◽

Analysis And Synthesis ◽

Actual Change

Introduction: digitalization is an interdisciplinary problem, but the degree of its mediation by specialists in different fields varies significantly. The modern legal studies of digitalization are often haphazard and superficial. Lawyers are clearly lagging behind modern trends, which can create a number of serious problems in terms of the legal regulation and loss of humanitarian and legal values accumulated by humanity. This situation really creates a number of serious threats to the legal regulation, because technologies are developing, the number of rules associated with their use is increasing, and these rules are written by the experts in the field of digital economy and IT-technologies. The purpose of the study: to summarize the main theoretical and legal problems arising from the widespread introduction of digital technologies in the legal regulation and legal activity. Research objectives: to define the concept of digitalization; to consider the main trends of scientific research on issues related to the largescale spread of digitalization and artificial intelligence technologies; to identify and formulate the main problems of doctrinal and theoretical plan discussed by the legal community in the context of digitalization; to determine the limits of the real impact of new technologies on the social regulation. Methods: the system, structural and functional ones, the methods of analysis and synthesis, expert evaluation. Results: the paper systematizes the main problems of digitalization that concern modern lawyers. The problems of digitalization are divided into general social ones, concerning threats to the development of society as a whole, and special legal ones, concerning the actual change of the legal regulation and law in the era of digitalization. Conclusions: it is not technologies that need the legal regulation, but the relations with the use of technologies do. As for the “horror stories” about AI and total digitalization, most of the problems lie in the sphere of natural intelligence, not artificial one, in the sense that it is necessary to regulate the actions of natural intelligence carriers in the design of artificial intelligence.

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Sociocultural and Legal Aspects of Social Activity of Subjects in the Banking Sector

Bulletin of Kemerovo State University Series Humanities and Social Sciences ◽

10.21603/2542-1840-2019-3-2-159-164 ◽

2019 ◽

Vol 3 (2) ◽

pp. 159-164

Author(s):

Марина Козырева ◽

Marina Kozyreva ◽

Александр Криони ◽

Alexander Krioni ◽

Николай Морозов ◽

...

Keyword(s):

Russian Federation ◽

Banking Sector ◽

Social Activity ◽

Legal Aspects ◽

Microfinance Institutions ◽

Legal Standards ◽

The Social ◽

The Russian Federation ◽

High Level ◽

Credit Institutions

The paper features some sociocultural and legal aspects of social activity executed by various subjects of the credit relations in the Russian Federation. The focus is made on the banking sector. The authors use culturological and activity approaches to legal and illegal actions of credit institutions and demonstrate some specific traits of administrative offenses in this sector. The paper also describes the culture of credit loans, in particular, that of microfinance institutions. The authors believe that this kind of activity is aimed at gaining and can be characterized as immoral. They studied behavioral stereotypes of borrowers and credit institutions to classify the social activities of the credit relations subjects. A high level of social activity of borrowers is directed to satisfaction of physiological requirements and security needs. The social activity of credit institutions is mostly limited by its respect for legal standards and improving the level of culture of loan granting. Hence, if the social activity of credit relations subjects that meets cultural and legal standards, it contributes to the development of national economy.

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