Basic Formation Research Articles

Research on Automatic Detection of Thesis Format Based on Rule Engine

With the increasing development of academic research, thesis writing and publication have become important ways to measure scientific research achievements. However, non-standard thesis formats not only affect the reading experience, but may also lead to a decrease in the evaluation of academic achievements. Therefore, this article proposes a rule engine based automatic paper format detection system, aiming to improve the efficiency and accuracy of thesis format review and reduce manual review costs. This system is built on the basis of the Office Open XML document specification, which formulates a series of format checking rules for the basic format requirements of thesis. Then, the rule engine conducts in-depth checks on the thesis based on the preset format specification, automatically identifies format problems that do not comply with the specification, and outputs a detection report. It provides modification suggestions to assist users in quickly correcting format errors.

Analysis of the Forming for Black Hole and Connections with Timespace

Black holes remain the most popular topic in astronomy to this day because of the mystery that makes it so thoughtprovoking. It forms when a star collapses or a huge mass gather. The greater the mass of the black hole, the greater the gravitational field and the faster the galaxies contract, and eventually a massive galaxy will be swallowed up by this black hole and form a singularity. Their immense mass can bend and distort the space-time around them, and this distorting effect leads to a gravitational trap that makes it impossible for anything approaching the black hole to escape its gravitational pull, not even light or radiation. This study begins with an introduction to the basic formation principles and structure of black holes and introduces why it is related to space-time, followed by a description of how black holes are observed, their limitations, and future prospects. According to the analysis, one can acquire more knowledge about this mysterious object and lay the foundation for future research on black holes.

The optimal way to use geoinformation systems with graphical elements of symbols of veterinary significant objects in vector format

A significant problem in the field of standardization in the monitoring of infectious animal diseases is the lack of a system of conventional symbols of veterinary significant objects used in geoinformation technologies, in particular in digital and electronic cartography. The object of the study is the conventional signs of veterinary significant objects, which in the context of display on digital maps can be defined as "non–scalable", marked with corresponding pictograms. A systematic approach has been applied as a methodological basis for the epizootological research method. The basic graphic format of the proposed SVG symbols is used – (Scalable Vector Graphics), which is a modern generally accepted vector format. This article presents the results of cartographic display of pictograms of one of the three sets of symbols for the database – veterinary facilities for various purposes – for which the method of selecting basic signs is used. An algorithm for fixing elements of symbols of veterinary significant objects in the vector format of the SVG geoinformation system with maximum use of free software and secure information technologies is presented. Images in SVG format can be directly represented in current GIS and converted to almost any vector and raster formats without loss of image quality. The algorithm for developing a system of symbols for veterinary significant objects will be used in the Draft of the preliminary national standard in the future.

GEOLOGY OF ALAKNANDA BHGIRATHI AND YAMUNA VALLEY, GARHWAL HIMALAYA, PARTS OF CHAMOLI TEHRI UTTAKASHI & PAURI DISTRICTS, UTTRAKHAND STATE, INDIA

The Alaknanda is the trunk stream of Ganga system it drains the eastern part of the area of study .The rocks of Alaknanda valley and adjoining area consist of three units viz Central Cryastalline , Garhwal Group and Dudatoli Groups which from north to south are separated by thrust or fault. The Central Crystalline Group in this area consist of /comprises of northerly dipping sequence of Kyanite schist,Garnet mica schist quartzites and para amphibolites of Tugnath formation and it is intruded by granite at Ragsi,the main Central Thrust seprates it from Garhwal Group.The Dudatoli Groupis represented Pauri Phyllite and Kirsu Quartzite which forms the northern limb of Dudatoil syncline .The north Almora Thrust makes it boundary with Garhwal group. The later is divisiable in to Rudraprayga ,Lamri , Chamoli and Gawangarh and Patrali Formation which occurs in normal stratigraphic order. It is intruded by biotite granite by biotite graninte at Nainidevi and Mohankal , with tourmaline granite around Chirpatikhal and also by basic intrusive . The Rudraprayg , Lameri and Chamoli formations are equivalent to Uttarkashi Shyalnan and Nagnithhank Formation respectively in Bhagirathi valley. The Garhwal Group of has been subjected to three phases of tectonic deformation. The south east to southerly plunging folds such as Marithanasa and Pingapani synclines .Karanprayg anticline were developed during the second phase of movements. The Alaknada fault which cuts off set of the formation and earlier structures between Sunala is the strike slip fault in western part, appears to be the youngest elements. Geologically , the Bhagirathi valley and adjoining areas comprises of four distinct units namely from north to south the Central Crystalline Group , the Deoban Group the Simla Group,and Krol belt rock separating from one another by thrust or faults. The main Central Thrust passing through Sainj in northern part brings the northerly dipping crystalline rocks in sharp contact with under lying Deoban Group (Garhwal Group) sedimentries which comprises a lower Deoban Formation of Phyllite, slate meta basics, minor quartzite and lime stone, the middle Deoban formation of lime stone and upper Deoban formation of Quartzite and basics. The southern contact of Deoban Group is faulted one with comprising mainly siltstone, greywacks and slates dipping south .This fault called Sringar Nalupani fault of fundamental nature. In the southern and eastern part of the area this fault marks the contact between Deoban and Chandpur formation. In the western part south heading Ton Thrust separates the underlying Chanpur formation from the underlying Simla slates which shows abundant development of slump balls rod etc. indicating syndepositional disturbances in the basin of sedimentation while in Chanpur formation, is manly argillaceous, becoming arenaceous towards the top The Tons thrust passes through Laluli in Nagun Gad and is probably truncated by Tehri Nalupani fault at Chandpur in Bhagirathi valley. The full sequence of Krol rocks is exposed beautifully in Mussoorie syncline. The tectonic succession in Yamuna valley is Naogaon sheet comprising more metamorphosed rocks overly the Deoban group rocks separated from the latter by what is called the Naugaon thrust sheet which is folded in a North to Northwest plunging synform. The western limb of the folded thrust crosses Yamuna near the confluence with Kamola Gad and runs along the Kamola Gad. The rocks of the Naugaon sheet can be seen overlying the Deoban formation limestone along this section. The thrust hade towards east in this section. It follows a southerly trend till Tiyan when it takes an easterly swing, heading northward. It closes around Gair. The eastern limb of the synformal thrust sheet, heading westward crosses the Yamuna River at Kisna, Basic intrusive are seen along the thrust sheet near Kisna and around. The complexity of structural and tectonic set up in the area and lack of fossils make the task of correlation extremely difficult. However, on the basis of lithological similarities as well as structural disposition an attempt has been made to correlate the various litho units in the present area.

Research on Formation Rendezvous for Unmanned Surface Vehicles Considering Arbitrary Initial Positions and Headings

The formation of unmanned surface vehicles (USVs) stands as a paramount concern in USV formation control research. In addressing this, this paper introduces a novel formation strategy for USVs, which accounts for their arbitrary initial positions and headings. Firstly, given the random distribution of the USVs’ initial positions, to enhance the efficiency of formation assembly, the point set of the USVs is matched with basic formations using the Hausdorff distance to establish the formation. Building upon this foundation and acknowledging the potential hindrance posed by the arbitrary initial headings of the USVs, which could hinder their ability to reach the designated formation target points, a cost matrix is constructed based on the designed distance–azimuth evaluation function. Subsequently, the Hungarian algorithm is utilized to efficiently assign formation target points for the USVs. Ultimately, the effectiveness of the proposed strategy is validated through simulation experiments.

Anodic oxidation of wireless niobium electrode in bipolar electrochemistry

The anodic oxidation of a wireless niobium substrate serving as a bipolar electrode (BPE) in a direct or alternating current electric field was investigated in detail via spectrophotometry, electrochemical measurement, glow discharge–optical emission spectroscopy, and direct microscopic observation. Niobium oxide was a suitable material for the experiment because it is amorphous and can be evaluated through conventional electrochemical methods. It also has a clear interference color, enabling easy optical evaluation. The effect of the BPE configuration (e.g., vertical and horizontal alignments) in the cell on the anodic oxidation area was also investigated visually using the interference color. Transmission electron microscopy observation was also performed for an accurate measurement of the thickness of the anodic film formed on the niobium BPE. Although the basic film formation behavior and film composition were consistent with those in conventional anodization, even in wireless operation, the effective voltage directly contributing to film formation was found to be lower than the applied voltage (30%–70% of the applied voltage), depending on the electrolysis conditions.

Atypical applications of transverse diffusion of laminar flow profiles methodology for in-capillary reactions in capillary electrophoresis.

Capillary electrophoresis (CE) is a powerful separation technique offering quick and efficient analyses in various fields of bioanalytical chemistry. It is characterized by many well-known advantages, but one, which is perhaps the most important for this application field, is somewhat overlooked. It is the possibility to perform chemical and biochemical reactions at the nL scale inside the separation capillary. There are two basic formats applicable for this purpose, heterogeneous and homogeneous. In the former, one reactant is immobilized onto a particle or monolithic support or directly on the capillary wall, and the other is injected. In the latter, the reactant mixing inside a capillary is based on electromigration or diffusion. One of the diffusion-based methodologies, termed Transverse Diffusion of Laminar Flow Profiles, is the subject of this review. Since most studies utilizing in-capillary reactions in CE focus on enzymes, which are being continuously and exhaustively reviewed, this review covers the atypical applications of this methodology, but still in the bioanalytical field. As can be seen from the demonstrated applications, they are not limited to reactions, but can also be utilized for other biochemical systems.

Protons intercalation induced hydrogen bond network in δ-MnO2 cathode for high-performance aqueous zinc-ion batteries

Birnessite-type MnO2 (δ-MnO2) exhibits great potential as a cathode material for aqueous zinc-ion batteries (AZIBs). However, the structural instability and sluggish reaction kinetics restrict its further application. Herein, a unique protons intercalation strategy was utilized to simultaneously modify the interlayer environment and transition metal layers of δ-MnO2. The intercalated protons directly form strong O H bonds with the adjacent oxygens, while the increased H2O molecules also establish a hydrogen bond network (O H···O) between H2O molecules or bond with adjacent oxygens. Based on the Grotthuss mechanism, these bondings ultimately enhance the stability of layered structures and facilitate the rapid diffusion of protons. Moreover, the introduction of protons induces numerous oxygen vacancies, reduces steric hindrance, and accelerates ion transport kinetics. Consequently, the protons intercalated δ-MnO2 (H-MnO2-x) demonstrates exceptional specific capacity of 401.7 mAh/g at 0.1 A/g and a fast-charging performance over 1000 cycles. Density functional theory analysis confirms the improved electronic conductivity and reduced diffusion energy barrier. Most importantly, electrochemical quartz crystal microbalance tests combining with ex-situ characterizations verify the inhibitory effect of the interlayer proton environment on basic zinc sulfate formation. Protons intercalation behavior provides a promising avenue for the development of MnO2 as well as other cathodes in AZIBs.

Standardization in paediatric echocardiographic reporting and critical interpretation of measurements, functional parameters, and prediction scores: a clinical consensus statement of the European Association of Cardiovascular Imaging of the European Society of Cardiology and the Association for European Paediatric and Congenital Cardiology.

This document has been developed to provide a guide for basic and advanced reporting in paediatric echocardiography. Furthermore, it aims to help clinicians in the interpretation of echocardiographic measurements and functional data for estimating the severity of disease in different paediatric age groups. The following topics will be reviewed and discussed in the present document: (i) the general principle in constructing a paediatric echocardiographic report, (ii) the basic elements to be included, and (iii) the potential and limitation of currently employed tools used for disease severity quantification during paediatric reporting. A guide for the interpretation of Z-scores will be provided. Use and interpretation of parameters employed for quantification of ventricular systolic function will be discussed. Difficulties in the adoption of adult parameters for the study of diastolic function and valve defects at different ages and pressure and loading conditions will be outlined, with pitfalls for the assessment listed. A guide for careful use of prediction scores for complex congenital heart disease will be provided. Examples of basic and advanced (disease-specific) formats for reporting in paediatric echocardiography will be provided. This document should serve as a comprehensive guide to (i) structure a comprehensive paediatric echocardiographic report; (ii) identify the basic morphological details, measures, and functional parameters to be included during echocardiographic reporting; and (iii) correctly interpret measurements and functional data for estimating disease severity.

Clinical trial on nurse training through virtual reality simulation of an operating room: assessing satisfaction and outcomes

IntroductionVirtual reality (VR) provides a firsthand active learning experience through varying degrees of immersion. The aim of this study is to evaluate the use of VR as a potential tool for training operating room nurses to perform thoracic surgery procedures. MethodsThis is an open parallel-group randomized clinical trial. One group received basic formation followed by an assessment module. The experimental group received the same basic formation, followed by thoracic surgery training and an assessment module. ResultsFifty-six nurses participated in the study (51 females), with a mean age of 41.6 years. Participants achieved a median evaluation mode score of 480 points (IQR = 32 points). The experimental group (520 points) achieved an overall higher score than the control group (440 points; P = .04). Regarding age, women in the second quartile of age among the participants (35–41 years) achieved significantly better results than the rest (P = .04). When we evaluated the results based on the moment of practice, exercises performed in the last 10 min obtained better results than those performed in the first 10 min (1064 points versus 554 points; P < .001). Regarding adverse effects blurred vision was the most frequent. The overall satisfaction rating with the experience was 8.5 out of 10. ConclusionVirtual reality is a useful tool for training operating room nurses. Clinical trial with ISRCTN16864726 registered number.

ТЕХНОЛОГІЯ РОЗРОБЛЕННЯ ОСВІТНІХ ПРОГРАМ ІНШОМОВНОЇ ПІДГОТОВКИ МАГІСТРІВ-ФІЛОЛОГІВ

The article highlights the ideas of a technological approach to development of master’s training provision - teachers / lecturers of foreign languages in the context of modernization of the regulatory and legal foundation of higher education in Ukraine. The positive aspects of technological construction are the structuring of educational programs and the specification of permanent elements of their key parts. It is emphasized that the focus of educational programs on a student determines the modernization of the content and learning results, which are materialized in credits and the list of competencies that correspond to a certain educational and qualification level of a specific specialty. The technological approach to the creation of educational programs is characterized as an important factor in the organization and conduct of educational activities, as well as the quality and productivity of foreign language training of philology masters. The author explains that a certain unification of educational programs makes it possible to clarify and approve the basic format of these documents, and taking into account many factors that affect the profile and composition of each program and is a safeguard against their template creation. It is about different categories of programs (professional, scientific, career), different levels of higher education in Ukraine, specific professional modifications of each educational program, etc. The development of educational programs is implemented in the conditions of a systemic interconnection between learning outcomes and set competencies and in the context of standardization of higher education in Ukraine. The article is intended for teachers and students who research the history of pedagogy and the methodology of developing educational programs in the field of higher education.

MutationExplorer: a webserver for mutation of proteins and 3D visualization of energetic impacts.

The possible effects of mutations on stability and function of a protein can only be understood in the context of protein 3D structure. The MutationExplorerwebserver maps sequence changes onto protein structures and allows users to study variation by inputting sequence changes. As the user enters variants, the 3D model evolves, and estimated changes in energy are highlighted. In addition to a basic per-residue input format, MutationExplorercan also upload an entire replacement sequence. Previously the purview of desktop applications, such an upload can back-mutate PDB structures to wildtype sequence in a single step. Another supported variation source is human single nucelotide polymorphisms (SNPs), genomic coordinates input in VCF format. Structures are flexibly colorable, not only by energetic differences, but also by hydrophobicity, sequence conservation, or other biochemical profiling. Coloring by interface score reveals mutation impacts on binding surfaces. MutationExplorerstrives for efficiency in user experience. For example, we have prepared 45000 PDB depositions for instant retrieval and initial display. All modeling steps are performed by Rosetta. Visualizations leverage MDsrv/Mol*. MutationExplorer is available at: http://proteinformatics.org/mutation_explorer/.

Robust And Discriminant Local Color Pattern (RADLCP): A novel color descriptor for face recognition

In [1] Karanwal et al. introduced the novel color descriptor in Face Recognition (FR) called as Fused Local Color Pattern (FLCP). In FLCP, the RGB color format is utilized for extracting features. From R, G and B channels, the MRELBP-NI, 6 × 6 MB-LBP and RD-LBP are imposed for feature extraction and then all are integrated to form the FLCP size. FLCP beats the accuracy of various methods. The one major shortcoming observed in [1] is that the basic format RGB is used for extracting features. Literature suggests that other hybrid formats achieves better recognition rates than RGB. Motivated from literature, the proposed work uses the hybrid color space format RCrQ for feature extraction. In this format R channel is taken from RGB, Cr channel is taken from YCbCr and Q channel is taken from YIQ. On R channel, MRELBP-NI is imposed for extracting features, On Cr channel 6 × 6 MB-LBP is imposed and on Q channel RD-LBP is imposed for extracting features. Then all channel features are joined to build the robust and discriminant feature called as Robust And Discriminant Local Color Pattern (RADLCP). Compression and matching is assisted from PCA and SVMs. For evaluating results GT face dataset is used. Results proves the potency of RADLCP in contrast to gray scale based implemented descriptors. RADLCP also beats the results of FLCP. Several literature techniques are also outclassed by RADLCP. For evaluating all the results MATLAB R2021a is used.

Curriculum development in the framework of the common curricular base (1988-2013)

Here are organized discussions about official curricular documents for Brazilian basic education, published with the seal of the Common Curricular Base, in the time frame from 1988 to 2013. Through the organization and publication of documents such as: National Curricular Parameters (1997, 1998), National Curriculum Referential for Child Education (1998) and National Curricular Guidelines for Basic Education (2010, 2013), put in place the perspective of the Common Curriculum Base, curricular development puts in course the notion of Common Curricular Base, when the purpose was to bring to existence a Common National Base, that is, guidelines that could be general for all national territory for Basic Education. We understand, starting from the Critical Theory of the Curriculum, that dealing with curricular documents implies dealing with processes of selection and distribution of knowledge, linked to conceptions that give shape to the idealized formation path. The discussion of the Common Curriculum Base reinforces the idea that there is basic knowledge necessary for the belonging and the active participation of the subjects in the social contexts in which they are inserted. For the common basic formation, we highlight the agenda of values aligned with the interests and demands, of the historical moment, in the sense of making "common" the rights and duties of citizens, in the face of the society that is intended to build or to feed. As well as, the emphasis on "work orientation", a very present social interest.

In vitro reconstitution of chromatin domains shows a role for nucleosome positioning in 3D genome organization

Eukaryotic genomes are organized into chromatin domains. The molecular mechanisms driving the formation of these domains are difficult to dissect in vivo and remain poorly understood. Here we reconstitute Saccharomyces cerevisiae chromatin in vitro and determine its 3D organization at subnucleosome resolution by micrococcal nuclease-based chromosome conformation capture and molecular dynamics simulations. We show that regularly spaced and phased nucleosome arrays form chromatin domains in vitro that resemble domains in vivo. This demonstrates that neither loop extrusion nor transcription is required for basic domain formation in yeast. In addition, we find that the boundaries of reconstituted domains correspond to nucleosome-free regions and that insulation strength scales with their width. Finally, we show that domain compaction depends on nucleosome linker length, with longer linkers forming more compact structures. Together, our results demonstrate that regular nucleosome positioning is important for the formation of chromatin domains and provide a proof-of-principle for bottom-up 3D genome studies.

Условия формирования основ координативного трилингвизма при обучении двум иностранным языкам

The article discusses the problem of the formation of coordinate trilingualism basics – the type of proficiency in three languages (native and two foreign ones), when their systems coexist in the individual’s mind in parallel, and interlanguage mixing is minimized, and, as a result, the speech in three languages is correct. Based on the research of Russian and foreign scientists on the peculiarities of trilingualism thinking, the authors confirm that the formation of artificial (educational) trilingualism when teaching two foreign languages in educational institutions, in particular at universities, requires a special approach. Considering that the native language has a significant impact on the process of learning foreign languages, and the study of a second foreign language proceeds under the influence of the previously studied first foreign language, the authors focus on a consciously comparative method of co-learning languages, which minimizes negative interlanguage interference that causes errors in speech and strengthens positive interlanguage interference that simplifies language acquisition based on the constant comparison of the phenomena of the native and studied foreign languages on the lexical, morphological, and syntactic levels. According to the authors, a special role in the formation of the foundations of coordinate trilingualism is played by the development of such mechanisms of students’ speech activity as the mechanism of installation, the mechanism of interlanguage comparison, the mechanism of association, and the mechanism of interlanguage transfer. The installation mechanism allows one to rely on information already existing in the individual’s mind about the subject and transfer this experience to the development of new material. Constant comparison of the phenomena of native and studied foreign languages at the lexical, morphological, syntactic levels allows one to see the similarities and differences between the phenomena of the native and studied foreign languages. Association, in turn, helps to create connections between phenomena and see analogies with what is already known when learning something new. Interlingual transfer promotes the use of skills developed in the native language when mastering other languages. The theoretical understanding of the problem and the analysis of the results of the experimental training made it possible to determine the necessary conditions for the formation of coordinate trilingualism basics in the process of mastering foreign languages. This is, first of all, a constant comparison of phenomena of native and studied foreign cultures at various levels, comparison of concepts (meanings) of native and foreign languages, systematic work on interlingual interference through special exercises aimed at developing the above-mentioned speech mechanisms, in practical classes in foreign languages.

A132: The Impact of Baby Swimming on Motor Development of Toddlers

Purpose: Infancy and early childhood are important stages of basic motor skills formation. Baby swimming provides a unique opportunity for toddlers aged 2–3 to develop motor skills. The literature documents that baby swimming can promote physical growth in toddlers, but how it affects motor development remains unclear. Therefore, the present study aims to address this gap. Methods: Using interviews, field investigations, assessment tools, this study was conducted in two stages. Stage 1 focused on the instructional information about baby swimming courses, and Stage 2 examined the difference in body indices and motor competencies between two groups of toddlers recruited through convenient sampling. The experiment group included 28 toddlers enrolled in a baby swimming course, while 28 in the control group did not participate in any sports. Motor competencies were assessed using the Peabody Sports Development Scale, including gross motor, fine motor, and overall motor development. T test and Mann Whitney U nonparametric test were used to compare the two sets of data. Results: Stage 1 of the study found: Baby swimming courses for 2-3 years old toddlers focused on safe adaptation in water, mainly developing gross muscle movements and then fine movements. Courses were taught in small classes, with each lasting 35-40 minutes. Stage 2 findings included: (1) The experiment group had no significant different body shape but were higher in height and longer in arm span than the control group. (2) The experiment group differed from the control group in terms of overall motor development and gross motor, but not fine motor. Conclusion: In baby swimming institutions, water safety is the main learning objective for toddlers. The courses had no obvious effect on promoting physical growth development of toddlers aged 2-3. Baby swimming promoted toddlers’ gross muscle movements, especially their body control and coordination. However, it did not have significant positive effects on fine motor development in this age group.

Sr Promoted Ni/W-Zr Catalysts for Highly Efficient CO2 Methanation: Unveiling the Role of Surface Basicity.

This study explores the employment of CO2 methanation for carbon dioxide utilization and global warming mitigation. For the first time, in this work, we combine the interesting properties of the WO3-ZrO2 support and the benefits of Sr to improve the performance of Ni-based catalysts in this reaction. Sr loading on 5Ni/W-Zr samples is increased to 3 wt %, resulting in improved surface basicity through strong basic site formation. After 300 min, the 5Ni + 3Sr/W-Zr catalyst exhibits high activity and stability, achieving 90% CO2 conversion and 82% CH4 yield compared to 62 and 57% on 5Ni/W-Zr. Limited sintering and absence of carbon deposits are confirmed by temperature-programmed oxidation, XRD, Raman, and TEM analyses at 350 °C for 300 min. Sr promotion creates additional CO2 adsorption and conversion sites, enhancing the catalytic performance.

Multiple Watermarking Algorithms for Vector Geographic Data Based on Multiple Quantization Index Modulation

Multiple digital watermarking is an important and challenging task in geographic information science and data security. Vector geographic data are a basic data format for digital geographic data storage, and the security protection of these data involves copyright protection and tracking. As part of the solution, existing digital watermarking algorithms have made contributions to vector geographic data protection. However, when vector geographic data flow through multiple units, they need to be marked to ensure that the original data are not destroyed during data processing. Existing single or multiple data watermarking algorithms often fail in the presence of data processing because the new watermarks overlay the old ones. Consequently, a multiple digital watermarking algorithm based on multiple QIM (quantization index modulation) is proposed. First, based on traditional quantization index modulation (QIM), a multiple QIM is proposed. Unlike traditional QIM, in multiple QIM, the process of quantization is executed multiple times depending on the number of watermarks. Then, the vertices are quantized into different quantization intervals according to the multiple QIM. Finally, multiple watermarks are embedded into different quantization intervals to reduce the interference among multiple watermarks, and the original watermarks are not needed in the process of watermark detection. We then conducted experiments to test the multiple watermark method’s robustness and capacity, with an emphasis on datasets with a lower data volume. The experimental results show that the proposed algorithm achieves good performance in terms of its robustness against common issues, such as vertices addition, data simplification, data cropping, and feature deletion; this holds true for both normal and small amounts of data. Additionally, it has a high multiple watermark capacity.

CHARACTERISTICS OF DIAGNOSTIC INSTRUMENTARIUM OF THE FORMATION OF NATURAL AND SCIENTIFIC COMPETENCE OF FUTURE SPECIALISTS IN PHYSICAL THERAPY AND ERGOTHERAPY

The article describes the criteria, indicators and levels formation of natural and scientific competence of future specialists from of physical therapy and occupational therapy in the process of professional training in modern higher education institutions. A number of criteria are proposed, including: personal and motivational, cognitive, integration-content, information-communicative, operational, health-care and professional-reflective. For a number of indicators and levels are distinguished for each criterion (elementary, basic, sufficient and creative) formation of natural and scientific competence of future specialists.The personal and motivational criterion evaluates the formation of motives for studying natural and scientific disciplines, attitudes towards them, the presence of a motivational attitude towards professional rehabilitation activities. The integration-content criterion is aimed at evaluating the degree possession of interdisciplinary and transsubjective knowledge in the field of natural sciences, as well as the formation of integral knowledge about the essence and the content of the professional natural and scientific activity of the future specialist physical therapy and occupational therapy.