Abstract: The automatic processing of unstructured texts in natural languages is one of the relevant problems of computer analysis and text synthesis. Within this problem, the author singles out a task of text normalization, which usually suggests such processes as tokenization, stemming, and lemmatization. The existing stemming algorithms for the most part are oriented towards the synthetic languages with inflectional morphemes. The Uzbek language represents an example of agglutinative language, characterized by polysemanticity of affixal and auxiliary morphemes. Although the Uzbek language largely differs from, for example, English language, it is successfully processed by stemming algorithms. There are virtually no examples of effective implementation of stemming algorithms for the Uzbek language; therefore, this questions is the subject of scientific interest and defines the goal of this work. In the course of this research, the author solved the task of bringing the given texts in the Uzbek language to normal form, which on the preliminary stage were tokenized and cleared of stop words. To author developed the method of normalization of texts in the Uzbek language based on the stemming algorithm. The development of stemming algorithm employed hybrid approach with application of algorithmic method, lexicon of linguistic rules and database of the normal word forms of the Uzbek language. The precision of the proposed algorithm depends on the precision of tokenization algorithm. At the same time, the article did not explore the question of finding the roots of paired words separated by spaces, as this task is solved at the stage of tokenization. The algorithm can be integrated into various automated systems for machine translation, information extraction, data retrieval, etc.

Keywords: affix, repeating words, paired words, difficult words, simple words, lemmatization, stemming, tokenization, algorithm, normal form

References:
Bakaev I.I. Linguistic features tokenization of text corpora of the Uzbek language // Bulletin of TUIT: Management and Communication Technologies. – 2021. Vol. 4. – P. 1-8.
Hassan Diyanati M. et al. Words Stemming Based on Structural and Semantic Similarity // Comput. Eng. Appl. – 2014. – Vol. 3, ¹2. – P. 89–99.
Sharifloo A., Shamsfard M. A Bottom Up approach to Persian Stemming // Int'l Joint Conf. on Natural Language Processing : Vol. 2. – Hyderabad, 2008. – P. 583-588.
Rakhimova D.R., Turganbaeva A.O. Normalization of kazakh language words // Sci. Tech. J. Inf. Technol. Mech. Opt. – 2020. – Vol. 20, ¹4. – P. 545-551.
Yampolskiy R.V. AI-Complete, AI-Hard, or AI-Easy: Classification of Problems in Artificial Intelligence // Midwest Artificial Intelligence and Cognitive Science Conference. – Cincinnati, 2012. – P. 1-8. – URL: https://bit.ly/3vDqhI1.
Razmi N.A. et al. Visualizing stemming techniques on online news articles text analytics // Bulletin of Electrical Engineering and Informatics. – 2

Abstract: The subject of the study is to optimize systems management ergatic laws based psychophysiological operator capabilities. The complexity of the analysis of control movements of the operator is determined by the fact that the processes of manipulating the body ergatic control system are non-stationary, so you need a digital filtering techniques to eliminate the process of being analyzed low-frequency trend and move on to the analysis of a stationary random process. The technique of the automated processing control operator movements in applied research the reliability of ergonomics systems, test during ergonomic research on HIL simulator complex. The research methodology combines the techniques of engineering psychology, theory of reliability, ergonomics, spectral analysis, mathematical cybernetics and computational mathematics. The main conclusion of the study is that the analysis of the motions of the control operator must be an integral part of HIL ergonomic research because its results allow for adequate consideration of psychophysiological state and the reserve capacity of the system operator ergatic in managing its operation. This allows you to develop and implement a set of measures aimed at ensuring the proper functional reliability of professional activity ergatic system operator to ensure the safety of its operation.

Keywords: ergatic system control, operator functional reliability, operator control movement, spectral analysis of signals, digital low frequency filtering, non-stationary signal processing, psycho-physiological reliability, ergonomic research, software engineering, engineering psychology

References:
Gusev D.V., Klimov R.S. Programmnyy kompleks apriornogo otsenivaniya pokazateley kachestva professional'noy deyatel'nosti operatora ergaticheskoy sistemy // Programmnye sistemy i vychislitel'nye metody. 2015. ¹ 4. S. 374-389.
Lukash A.A., Dimitriev Yu.V., Zhitnikov A.G. Metody ergonomicheskogo obespecheniya razrabotki sistem upravleniya ergaticheskikh kompleksov // Trendy i upravlenie. 2015. ¹ 2. S. 154-161.
Bogomolov A.V., Kukushkin Yu.A. Avtomatizatsiya personifitsirovannogo monitoringa usloviy truda // Avtomatizatsiya. Sovremennye tekhnologii. 2015. ¹ 3. S. 6-8.
Shcherbakov S.A., Kukushkin Yu.A., Soldatov S.K., Zinkin V.N., Bogomolov A.V Psikhofiziologicheskie aspekty sovershenstvovaniya metodov izucheniya oshibochnykh deystviy letnogo sostava na osnove kontseptsii chelovecheskogo faktora // Problemy bezopasnosti poletov. 2007. ¹ 8. S. 10.
Nikiforov D.A., Vorona A.A., Bogomolov A.V., Kukushkin Yu.A. Metodika otsenivaniya potentsial'noy nenadezhnosti deystviy letchika // Bezopasnost' zhiznedeyatel'nosti. 2015. ¹ 7 (175). S. 7-16.
Ushakov I.B.

Abstract: The subject of the study is the process of forming the parameters of the user interface that is being changed. The author considers the possibility of using neural network methods to process characteristics and classify the categories of user interfaces. To solve the problem studied, the structure of an artificial neural network based on a multilayer perceptron is modeled, the training set of data is prepared and the kit is used to train a simulated neural network. Based on the obtained parameters of the neural network, a mathematical model was constructed and analyzed to solve the problem in question, a study was made of the resulting data for various sets of input data that were not used in training the network. To form the training data set, simulate and train the neural network, the MathLab MathLab system and the Neural Network Toolbox expansion package are used, which allows building a neural network suitable for solving the tasks posed. The conducted research showed that the problem of classifying the parameters of the user interface by a set of input characteristics can be adequately solved with the help of a neural network of direct propagation based on a multilayer perceptron. The most important moments when using this solution are the choice of the architecture of the neural network being created and the preparation of a training data set for building a neural network

Keywords: testing, training, updating, classification, neural network, modeling, user interface, perceptron, Matlab, model

References:
Chernil'tsev A. G. Issledovanie protsessa obnovleniya graficheskogo interfeysa pol'zovatelya / A. G. Chernil'tsev // International Conference On Research In Computer, Electronics And Manufacturing Engineering: materials of conference. – Strasbourg, France: Smashwords, 2017. – P. 3-14.
Kallan R. Osnovnye kontseptsii neyronnykh setey: per. s angl. / R. Kalan. – M.: Vil'yamc, 2001. – 287 s.
Medvedev V. S. Neyronnye seti. MATLAB 6 / V. S. Medvedev, V. G. Potemkin; pod obshch. red. V. G. Potemkina. – M.: DIALOG-MIFI, 2002. – 496 s. – (Pakety prikladnykh programm; Kn. 4).
Uskov A. A. Intellektual'nye tekhnologii upravleniya. Iskusstvennye neyronnye seti i nechetkaya logika / A. A. Uskov, A. V. Kuz'min. – M.: Goryachaya liniya – Telekom, 2004. – 143 s.

Abstract: The article presents description of the method of semantic editing and a overview of current research in this field. The overview is presented in terms of dividing the views of the software system into the abstract, editable, executed, stored and visual parts. Tools and methods that allow increasing the productivity of software development are always relevant. There are various integrated development environments (IDEs), which combine different methods to significantly increase the productivity of the programmer in comparison with the work without IDE. One of the promising methods is the semantic editing of the program code of the developed system allowing changing the abstract representation of the software through various editable views. The author concludes that currently there are no universal integrated software development environments with semantic editing of program code. The development of such environments could significantly increase the productivity of the programmer in comparison with the work without IDE due to the semantic editing and the function of the version control system that tracks not text changes, but changes in the abstract code model.

Keywords: version control systems, IDE, human-computer interaction, linguistic tools, programming environments, projectional editor, semantic editors, code generation, user interfaces, software development

References:
Fowler M. Projectional Editing http://martinfowler.com/bliki/ProjectionalEditing.html (data obrashcheniya 20.04.2016)
Fowler M. Language Workbench http://www.martinfowler.com/bliki/LanguageWorkbench.html (data obrashcheniya 20.04.2016)
Chiusano P. A very early demo of semantic program layout https://pchiusano.github.io/2014-09-30/semantic-layout (data obrashcheniya 20.04.2016)
Chiusano P. Why are we still programming like it's the punchcard era? https://pchiusano.github.io/2014-09-30/punchcard-era.html (data obrashcheniya 20.04.2016)
Clark T. A General Architecture for Heterogeneous Language Engineering and Projectional Editor Support (2015)
Erdweg S., Storm T. Voelter M. and others. The State of the Art in Language Workbenches Conclusions from the Language Workbench Challenge (2013)
Pech V., Shatalin A., Voelter M. JetBrains MPS as a tool for extending Java PPPJ '13 Proceedings of the 2013 International Conference on Principles and Practices of Program-ming on the Java Platform: Virtual Machines, Languages

Abstract: The growth of a number of electronic devices and their capacities trigger the development of recommendation systems in general and adaptive interfaces in particular. Such systems collect information about user experience and analyze obtained data using the methods of machine-aided learning. Not ony the number of devices is growing, so is the number of users who often have different needs and demands. The author of the article pays special attention to the interface of USSD services. The purpose of the research is to develop an approach alllowing to decrease the average number of demands made by users while working with the text menu. To find a relevant solution, the author applied the methods of systems analysis and discovered a strong dependence between needs of each user and his/her context. Using the information about the execution context allowed to improve the existing methods and obtain better results. The author's approach is based on the two-stage clusterization: interface clusterization at the first stage and context clusterization at the second stage. To carry out testing the author used data collected during interaction with the users of USSD-services. 

Keywords: stereotyped adaptation, adaptation of the menu graph, context definition, user properties, buiding a user modelo, user clusterization, adaptation of tree-coded menus, adaptation of hierarchical interfaces, USSD, adaptive interfaces

References:
Learning Algorithm of Kohonen Network With Selection Phase – 2012-Mohamed Ettaouil1 , Essafi Abdelatifi2 , Fatima Belhabib3 ,and Karim El moutaouakil4-WSEAS TRANSACTIONS on COMPUTERS
Shumkina, V. V. ALGORITM AVTOMATIChESKOY ADAPTATsII DREVOVIDNYKh POL'ZOVATEL'SKIKh INTERFEYSOV.// Al'manakh sovremennoy nauki i obrazovaniya 2013. ¹ 6 (73). C. 194-196
Morozov I. S. Algoritm avtomaticheskoy adaptatsii interfeysa mobil'nykh USSD-servisov // Al'manakh sovremennoy nauki i obrazovaniya. 2015. ¹8-98.
Ontology-Based Model for Supporting Dynamic and Adaptive User Interfaces // International Journal of Human-Computer Interaction 2014 p. 771-786.
Tidvell D., Razrabotka pol'zovatel'skikh interfeysov // SPb: Piter 2008.
Persad, U., Langdon, P., & Clarkson, J. (2007). Characterising user capabilities to support inclusive design evaluation. Universal Access in the Information Society, 6, 119–135.
Leah Findlater, Krzysztof Z. Gajos. Design Space and Evaluation Challenges of Adaptive Graphical User Interfaces // AI Magazi

Abstract: The authors of the research focuse on the aspects of human-computer interaction between an operator and a group of autonomous mobile robots, in particular, optimized ergonomic ways of displaying information to a human operator in the decision-making process in the remote control mode. The authors study ergonomic aspects of imaging modes used to facilitate perception and transcoding to navigation for a quick inclusiong of an operator into the management in the supervisory mode in case there is interference with autonomous mobile robots determined in the course of the visual control. The authors analyze basic approaches to arranging activity means relying on theoretical views regarding regulation of the activities of the system operator taking into account occupations with similar activities. The research methodology combines ergonomics methods, systems analysis, engineering psychology, labour psychology, and design of human-machine interfaces. The main result of the research is the ergonomic description of activity means used by operators in the course of case monitoring over mobile robots in a given control zone taking into account available developments for similar professions as well as description of the priority areas for developing HMI operator communication systems with an autonomous mobile robot or a group of autonomous mobile robots. 

Keywords: ergonomics, labour psychology, man-machine interface, engineering-psychological design, external environment indication, autonomous mobile robot, man-machine interaction, ergonomic expertise, psychophysiology, psychological design

References:
Gander D.V., Alekseenko M.S. Osobennosti lichnostnogo potentsiala letchika v tsikle professional'nogo stanovleniya // Psikhologiya i Psikhotekhnika. 2015. ¹ 7. C. 684-696. DOI: 10.7256/2070-8955.2015.7.15692.
Lukash A.A., Dimitriev Yu.V., Zhitnikov A.G. Metody ergonomicheskogo obespecheniya razrabotki sistem upravleniya ergaticheskikh kompleksov // Trendy i upravlenie. 2015. ¹ 2. C. 154-161. DOI: 10.7256/2307-9118.2015.2.14472.
Kryuchkov, B.I., Usov V.M. Sozdanie modeley virtual'noy real'nosti, kak sposob obucheniya kosmonavtov vzaimodeystviyu s robotom – pomoshchnikom ekipazha i kak uslovie opredelenie potentsial'nykh oblastey ego poleznogo primeneniya // Trudy mezhdunarodnoy nauchno-tekhnicheskoy konferentsii «Ekstremal'naya robototekhnika». SPb: Politekhnika-servis, 2013. S. 230-244
Ushakov I.B., Bogomolov A.V. Informatizatsiya programm personifitsirovannoy adaptatsionnoy meditsiny // Vestnik Rossiyskoy akademii meditsinskikh nauk. 2014. ¹ 5-6. S. 124-128.
Bogomolov A.V., Kukushkin Yu.A. Avtomatizatsiya personifitsirovannogo monitoringa uslovi

Abstract: The authors study the online-booking process, the subject of the study is an information system of network of cinemas. Based on the analysis of the existing information system network of cinemas the authors define the requirements for the system on-line ticket booking. The online booking module, implemented by means of the PHP, MySQL database and CSS, has the following functionality: the possibility to book tickets for the movie sessions (up to 6 tickets); displaying the date of a movie session with the day of the week as additional information; displaying the time of the end of a movie session, for the convenient of time planning for cinema audiences; showing the genre of the film, its duration and age restriction; presenting special offers and the average ticket price; previewing  the occupancy of the cinema hall, without going to a separate Web page. The authors used by the method of deduction in which the conclusion on a common set of features is made based on a variety of partial signs. The authors also analyzed the existing module of online tickets booking of UCS Premiera. Developed online booking module was integrated with the information base cinema (1C: Enterprise). The booking system was tested during three months and then implemented in the "Planeta Kino" network of cinemas. Implementation of the online booking module enhances the role of the client's participation in the work of cinema, thus allowing the system to refer to the level of CSRP-Systems.

Keywords: online ticket booking, Web-client, 1C: Enterprise, information system, film industry, database, sinhranizatsiya, business processes, software, CSRP system

References:
Gribanova-Podkina M.Yu. Programmnaya realizatsiya ucheta tovara po tekhnologii FIFO // Programmnye sistemy i vychislitel'nye metody.-2014.-4.-C. 411-417. DOI: 10.7256/2305-6061.2014.4.13738.
Ermakova L.A. Informatika: elektronnyy uchebno-metodicheskiy kompleks / Elektron. dan.-Novokuznetsk: SibGIU, 2014.-148c.:il.-1 elektronnyy DVD disk (DVD-ROM); 12 sm.-¹ gos. registratsii 032140093
Milovanov M.M. Informatsionnye tekhnologii. Elektronnyy uchebno-metodicheskiy kompleks/Elektron. dan.-Novokuznetsk: SibGIU, 2014.:il.-1 elektronnyy DVD disk (DVD-ROM); ¹ gos. registratsii 032140093
Golosovskiy M.S. Informatsionno-logicheskaya model' protsessa razrabotki programmnogo obespecheniya // Programmnye sistemy i vychislitel'nye metody.-2015.-1.-C. 59-68. DOI: 10.7256/2305-6061.2015.1.14119.
Basin N. A. Podsistema avtomatizirovannogo sostavleniya raspisaniya prokatnoy setki dlya seti kinoteatrov "Planeta kino" / N. A. Basin, L. A. Ermakova // Teplotekhnika i informatika v obrazovanii, nauke i proizvodstve: sbornik dokladov IV Vserossiy

Abstract: The article studies features of technical and tactical training in team sports using information technology. The main arguments in favor of such learning technologies are demonstrativeness, interactivity, use of combined forms of presenting the information and implementation of self-directed learning that affects the quality of learning process. These features make it possible to create such conditions of the training process by which athletes can much quicker learn the patterns of movements with complex coordination structure unavailable in conventional organization of technical and tactical training. Technology of the technical and tactical training is implemented on the playing field with controlled light light-backlit defining the light zones. Some zones, highlighted, are forbidden for the athlete; they can be static or move around simulating opponents. Such zones prevent the movement of the athlete, simulating game situations. The athlete assess the simulated situation, predicts its development, chooses a rational path and moves along it with the ball to the free zone or passes the ball through the free zone to the opponent’s area or to another member of the team. Depending on the athlete's personal level the coach chooses a program that specifies the training mode and level of complexity. The technical and tactical training level of the athlete can be judged by the number of hits into the forbidden highlighted zone, by the ability to evaluate simulated game situation and predict its development, by the ability to use own technical and tactical skills. The technology can be used in technical and tactical training of teams in varying sports, specializing in football, hockey, handball, rugby, basketball and other team sports.

Keywords: sport, sport games, training, technical competence, tactical competence, training, education technology, computer technology, information technology, game thinking

References:
Petrov P.K. Informatsionnye tekhnologii v fizicheskoy kul'ture i sporte. M.: Academia, 2008. 288 s.
Patent 2492894 RF, MPK A63V 69/00. Sposob tekhniko-takticheskoy podgotovki v igrovykh vidakh sporta / Afon'shin V.E., Rozhentsov V.V. ¹ 2012111366/12; zayavl. 23.03.2012; opubl. 20.09.2013, Byul. ¹ 26. 5 s.
Rozhentsov V.V., Afon'shin V.E. Takticheskaya podgotovka v igrovykh vidakh sporta s ispol'zovaniem virtual'noy real'nosti // Programmnye sistemy i vychislitel'nye metody. 2013. ¹ 3(4). S.272-276. DOI: 10.7256/2305-6061.2013.3.8904.
Polevshchikov M.M., Afonshin V.E., Rozhentsov V.V. A Technology for Technical Preparation of Young Athletes in Team Sports // European Journal of Physical Education and Sport. 2014. V. 3, ¹ 1. R. 54-58.
Afon'shin V.E., Polevshchikov M.M., Rozhentsov V.V. Tekhnologiya trenirovki peredach v sportivnykh igrakh // Uchenye zapiski universiteta imeni P.F. Lesgafta. – 2014.-¹ 1(107). – S. 10-13. DOI: 10.5930/issn.1994-4683.2014.01.107.p10-13.
Ratov I.P., Popov G.I., Loginov A.A., Shmonin B.V. Biomekhaniches

Abstract: The article focuses on the stress structure in IT and reviews a set of psychological techniques used to evaluate stress tolerance and personal qualities of a person. The authors select criteria for evaluation of informational and psychological stability of IT-specialist. Special attention is given to the importance of evaluation of informational and psychological stability of IT-specialist and building a technique of evaluation. The authors review the main stages of stress development: mobilization, frustration and deformation. These stages have common characteristics. However along with them there are individual differences in responding to stress factors. Depending on the level of stress tolerance and the ability to withstand stress for a long time authors identify three basic types of personalities. These types differ by the time during which a person can maintain the stability of the temporary pressure of chronic stress conditions, characterized by individual threshold of stress tolerance. The article presents criteria of informational and psychological stability of IT-specialist. These criteria form a necessary complex for further development of a technique of evaluation of informational and psychological stability of IT-specialist.

Keywords: stress tolerance, resistance measure, technical activities, digital information, stress, it-specialist, evaluation, criteria, operator, technology

References:
Gatchin, Yu. A. Avtodidaktika informatsionno-psikhologicheskoy bezopasnosti lichnosti v protsesse vzaimodeystviya s vysokotekhnologichnoy informatsionnoy sredoy / Yu.A. Gatchin, V.V. Sukhostat, Korneenko D.A. //Distantsionnoe i virtual'noe obuchenie – 2011. – ¹3. – S. 45–55.
Korneenko, D. A. Vazhnost' obespecheniya informatsionno-psikhologicheskoy bezopasnosti lichnosti v sovremennom informatsionnom prostranstve /D.A. Korneenko // Informatsionnye tekhnologii v professional'noy deyatel'nosti i nauchnoy rabote: sbornik materialov Vserossiyskoy nauchno-prakticheskoy konferentsii s mezhdunarodnym uchastiem. – Chast' 2 – Yoshkar-Ola: Mariyskiy gosudarstvennyy tekhnicheskiy universitet, 2012. – S.21-23.
Kabachenko, T. S. Psikhologiya upravleniya chelovecheskimi resursami. / Kabachenko T.S.// Ucheb. Posobie.-SPb.: Piter., 2003 – 400s.
Psilab, Psylabinfo (2013). Elektronnaya entsiklopediya po psikhologii. Moskva, Psilab. Web: http://psylab.info/Tsvetovoy_test_Lyushera.
Lyusher M. Tsvet vashego kharaktera /Lyusher M. // Ucheb. Posobie.-M.: Veche, Persey, AST, 1996 –

Abstract: In this paper we consider the problem of existing methods-ing, tools and technologies for construction machinery processing knowledge, dis-regarded approach to their construction, designed to solve the put-ing problem by integrating different methods and ways of solution of the problem, a common formal basis. Machine processing of knowledge of each particular system depends largely on the purpose of the system, the set of tasks. The main problem addressed in this paper is the lack of means to relatively inexperienced developer in terms satisfactory to design the machine processing of knowledge for application of intelligent systems for various purposes. Machine Design Technology knowledge processing involves the use of multi-agent architecture. In this paper, we consider two basic ways to classify agents: based on their functions and internal structure. Addresses a number of tools that provide additional opportunities for the design of machines processing of knowledge-based libraries. The article deals with the most important tools that enable the design of multi-agent systems. The paper discusses two basic ways of classifying agents: based on their functions and internal structure. Author consider a number of features that provide additional capabilities when designing knowledge processing machines on the basis of libraries. The article deals with the most important means to implement the design of multi-agent systems.

Keywords: multi-agent systems, machine, technology, design, knowledge information processing, agents, semantic network, information retrieval machine, operations, tasks

References:
Gavrilova, T. A. Bazy znaniy intellektual'nykh sistem. Uchebnik / T.A. Gavrilova, V.F. Khoroshevskiy. – SPb: Izd-vo «Piter», 2001.
Efimov, E. I. Reshateli intellektual'nykh zadach / E. I. Efimov;-M: Nauka, 1982.
OSTIS (2013). Otkrytaya tekhnologiya proektirovaniya intellektual'nykh sistem. Web: http://www.ostis.net.
Narushev, E. S. AgSDK: Instrumentariy razrabotki mul'tiagentnykh si-stem / E.S. Narushev, V.F. Khoroshevskiy // Trudy 7-oy Natsional'noy konferen-tsii po iskusstvennomu intellektu s mezhdunarodnym uchastiem, Pereslavl' Zalesskiy, 24-27 oktyabrya 2000. – M: IFML, tom 2.
V.V. Golenkov, D.V. Shunkevich, I.T. Davydenko Cemanticheskaya tekhnologiya
proektirovaniya intellektual'nykh
reshateley zadach na osnove
agentno-orientirovannogo podkhoda // Programmnye sistemy i vychislitel'nye metody. - 2013. - 1. - C. 82 - 94. DOI: 10.7256/2305-6061.2013.01.7.
N.A. Gulyakina, I.T. Davydenko, D.V. Shunkevich Metodika proektirovaniya
semanticheskoy modeli intellektual'noy
spravochnoy sistemy, osnovannaya
na semanticheskikh setyakh // Programm