Headings of the journal
"Educational Resources and Technologies"
All rubrics
Release: 2021-3 (36)
DOI: 10.21777/2500-2112-2021-3-53-59
Keywords: recommendations, video, video scene properties, hierarchical RNN, video-sequence continuation
Annotation: This article suggests a continuation method for a video-sequence by means of hierarchical recurrent neural networks. The method is based on the information about the visual and semantic properties of video-scenes obtained fr om the video and its previously known data. The article presents algorithms for identifying the visual and semantic properties of video- scenes and an algorithm for extending the video sequence as well. It describes the result of the method and demonstrates its worth. It also describes possible scenarios its usage. The method can be used for recommending short video clips and films. As a result a set of videos is obtained wh ere each element is close to the initial selection in terms of the selected properties.
Decision-making by an individual based on their attitude to risk
Release: 2021-2 (35)
DOI: 10.21777/2500-2112-2021-2-57-64
Keywords: risk aversion, utility function, convex (concave) function, expected utility, benefit
Annotation: This article is devoted to the problem of decision-making by an individual, taking into account his attitude to risk. It is assumed that the behavior of the individual obeys certain laws. This assumption allows the use of quantitative decision-making methods based on the use of convex programming methods. When solving optimization problems, risk indicators have a decisive influence on the value of the objective function. The properties of the utility function are considered in the neoclassical approximation. The most important property of such functions is their concavity (convexity) over the entire domain of definition. The characteristics of concavity are formulated: through the second derivative, through the chord and through the tangent. The options for measuring risk aversion and the corresponding paths for finding the extremum of the expected utility function are considered. The initial premise of the analysis is the axiom that the individual's actions are always aimed at achieving the maximum of his individual utility function. The conclusion is made about the influence of risk aversion on the choice of an individual.
FORMAL COMPATIBILITY FEATURES OF REGISTERS
Release: 2021-3 (36)
DOI: 10.21777/2500-2112-2021-3-60-71
Keywords: managerial registers, semantics of managerial registers, registers predicate, compatibility registers, connectivity registers, linguistic variable
Annotation: The purpose of this article is build a theoretical model of automatic connection of various departmental managerial lists. The topic of the article is relevant for organizing interagency cooperation in terms of data exchange. Basing on the framework (common part) of management lists the article provides formal definitions of atomic and structured management lists with atomic and linguistic attributes. The latter are an extension of the relations introduced by Edgar Codd. The article also views the compatibility signs of such lists. It uses such a research method as logical categorization of management lists from simple to complex ones. The formal definitions of homogeneous and structured lists considered in the article containing atomic and linguistic attributes as well as signs of their compatibility can form the basis for the development of standards for automated data exchange between information systems. In particular the definitions of homogeneous and structured lists can be used in the development of exchange formats and for data exchange services between various information systems as well.
DEVELOPMENT OF INFOLOGY
Release: 2021-4 (37)
DOI: 10.21777/2500-2112-2021-4-61-69
Keywords: informatics, infology, infological categories, infological triad, semantic gaps
Annotation: The state and development of infology, which represents the science of information as a phenomenon in all types of society activities is considered in the article. The key issue of infology is people training in working with information in the most productive way. The basic triad of infology is highlighted, on which all reasoning is built. The basic triad includes an information field, information objects, information units. The information field is a reflection of the real world and connects disparate information objects into a single model. Infological categories are highlighted within the information field, which emerge when solving scientific, engineering and educational problems. An information object is a generalized concept that includes information models, information situations, information constructions, information metamodels. Information units are represented as indivisible elements of an information object and an information field. They allow us to conduct the structuring of information objects and form an information description of the world view. The situations of a semantic gap in the information field as a result of the implementation of contradictory categories in the display of the objects under study or the emergence of new objects of the real world are considered. The conceptual foundations of infology in the elimination of semantic gaps are revealed. In general, the aim of the article is systematization of the basic concepts and categories of ontology as a science and as practice within a rapidly developing field of information activity.
FUNCTIONAL APPROACH TO THE ASSESSMENT OF ACADEMIC PERFORMANCE OF STUDY GROUPS
Release: 2021-1 (34)
DOI: 10.21777/2500-2112-2021-1-61-68
Keywords: assessment of group performance, sigmoid, logit, performance function, integral assessment, Rasch model
Annotation: The article deals with the method of comparative assessment of group performance of students on the basis of specially developed characteristics. The methodology is intended for comparative analysis of the results of the activities of different groups within the same educational institution. In this paper, we propose a new type of sigmoid function, which is called the academic performance function. The arguments of the academic performance function are positive values. In fact, these arguments are related to the number of students in the group and the grades received. The special characteristics of the proposed methodology are the efficiency function and the integral evaluation of the test results. The method of comparative assessment of group performance of students using the proposed performance function is an alternative to the Rasch model. In practical application for teaching staff, the method is less time-consuming, which is demonstrated by practical examples. The method is described and the results of experimental evaluation using this method are presented. The conditions for using the method are described.