Reviewerly/exHarmony huggingface dataset:
FIRST AID TRAINING IN ACCIDENT FOR SENIOR HIGH SCHOOL STUDENTS: EFFORTS TO IMPROVE STUDENT’S KNOWLEDGE AND SKILLS

Introduction: Lamongan is one of the areas on the north coast with very high traffic accident rate. First aid for accident victims is an important part of the management of accident victims. Students who are in the adolescent age group can become first responders for accident victims. The purpose of this community service activity is to increase students' knowledge and skills in providing first aid to accident victims. Methods: First aid training activities for accidents use lecture, discussion, demonstration and role play methods. The training participants were 50 students of SMKN 1 Lamongan. The material presented in the training includes basic life support, dressings and splints as well as evacuation and transportation. Training using audio visual media and teaching aids. Evaluation of the training using the questionnaires given at the beginning and at the end of the training. Results: The results of the pre test showed that 28 students (56%) had low knowledge, while 22 students (44%) had moderate knowledge. The results of the post test after being given education and training to students were as many as 20 students (40%) had moderate knowledge and 30 students (60%) had high knowledge. Conclusion: First aid training for accident victims for SMKN 1 Lamongan students can increase students' knowledge and skills in performing first aid to accident victims. Students are expected to act as first responders for traffic accident victims.
Continual learning with invertible generative models

Catastrophic forgetting (CF) happens whenever a neural network overwrites past knowledge while being trained on new tasks. Common techniques to handle CF include regularization of the weights (using, e.g., their importance on past tasks), and rehearsal strategies, where the network is constantly re-trained on past data. Generative models have also been applied for the latter, in order to have endless sources of data. In this paper, we propose a novel method that combines the strengths of regularization and generative-based rehearsal approaches. Our generative model consists of a normalizing flow (NF), a probabilistic and invertible neural network, trained on the internal embeddings of the network. By keeping a single NF throughout the training process, we show that our memory overhead remains constant. In addition, exploiting the invertibility of the NF, we propose a simple approach to regularize the network’s embeddings with respect to past tasks. We show that our method performs favorably with respect to state-of-the-art approaches in the literature, with bounded computational power and memory overheads.
Pairwise Cross-Document Event Coreference Resolution with Contrastive Learning

Cross-Document (CD) Event Coreference Resolution (ECR) is a fundamental task in Natural Language processing (NLP) and Knowledge Base Population (KBP). Resolving the event coreference relationship is a challenging task, which necessitates a thorough semantic comprehension of the events. Existing methods have spontaneously formulated this problem as a binary classification task based on sentence segments. However, the information distributed in the longer context is ignored by most prior works. Recent event coreference works focus on adding auxiliary information to improve the performance. The information such as involved entity information, structural information or database queried information is extracted from related documents as long context. Whereas extraction error, matching error and other types of error are introduced in the process of obtaining related information when the context is incomplete. In this work, we present a Contrastive Learning based Pairwise Event Coreference (CLPEC) framework to complete and optimize the CD-ECR task utilizing contextual information with contrastive learning technology. We also adopt augmentation technology to preprocess event representations and improve our performance. Experiment results show that we achieve competitive results on a number of key metrics on the ECB+ corpus.
Exploration and Research on College English Classroom Teaching Model Based on MOOC under Internet Background

in the development of higher education, MOOC has become an important application mode of high-quality education due to the influence of large-scale network education development. Through the combination of teaching information, it changes the teaching mode, pays attention to the communication between students and teachers, and realizes flexible classroom teaching and network communication. This paper will analyze the relevant contents of college English classroom teaching in the era of MOOC, and figure out how to establish a perfect information sharing platform through the MOOC teaching, so that teachers can change their thinking and continuously improve the network integration mode of college English classroom.
Research on the innovation of Intelligent Student management Assessment Information System based on python software design

In the reform and development of modern education, the construction of intelligent student management and assessment information system based on modern information technology can not only build information management system for the management of colleges and universities, but also deal with the data information scientifically, and provide strong guarantee for the realization of digital and intelligent goals of college education. On the basis of understanding the current situation of intelligent student management and assessment information system innovation, this paper uses development technology to clarify the student management and assessment system, regards artificial neural network as the foundation, and constructs a standardized and perfect index management and assessment model. From the perspective of practical application, the intelligent student management and evaluation information system with software as the core meets the needs of modern education management.
PREVENTION OF TEENAGE PREGNANCY TROUGH COMPUTER ASSISTED TEACHING PROGRAMME IN DNH

A true experimental study was conducted with the aim to evaluate the effect of computer assisted teaching programme regading prevention of teenage pregnancy on level of knowledge &amp; level of attitude among 170 adolescent girls, 13 – 15 years of age studied in selected schools of UT, Dadara &amp; Nagar Haveli. The mean difference in level of knowledge is (21.77 ± 0.69), while in level of attitude is (75.48 ± 5.62) between pretest &amp; posttest in experimental group which shows improve in knowledge as well as change in attitude among adolescent girls. The result concludes that there is a need to educate girls regarding teenage pregnancy to bring awareness about consequences of it and preventive measures to avoid it with the help of school teacher
Applying improved D-partitioning method to define parameters of generators in ship power system

Determining the parameters of the elements of the ship electric power system in the limiting operation mode is carried out by constructing the boundaries of the system stability areas. To improve the efficiency of calculations of limiting modes, it is necessary to create mathematical models and methods that fully take account of the spe-cifics of equations that describe steady-state modes. There is proposed an improved D-partitioning method designed to select parameters that ensure stable parallel operation of the generators. The traditional method of D-partitioning is based on the assumption that usually the desired sets are a union of regions. In particular, this is the case for the linear systems with linear dependence on parameters. In this case, a problem of constructing the stability area can be reduced to a problem of determining the boundary of each area and indicating on which side of the boundary the points of the desired area lie. The main drawback of the D-partitioning method in the traditional formulation is that the range of values is obtained for both real and complex values of the variable parameter. There are considered the equations defining the D-partition curve for the case of linear dependence on one parameter of the coefficients of the characteristic polynomial. For the numerical solution of these equations there is proposed a method that, unlike the known methods, does not require cumbersome and poorly conditioned transformations of the characteristic polynomial.
The Strengths and Drawbacks of E-resources in Higher Education

The use of e-resources in higher education is inexorable. E-resources help students complete a variety of assignments and projects, and you can learn from other sources. While there are many other materials that are not important for education, one needs to be extremely careful with the resources because they require intense concentration. So, both educators and pupils must focus. E-resources perform by reinforcing higher education and accomplishing educational objectives. Higher education becomes enjoyable and interesting with flexible success through electronic resources. E-resources combine online and offline resources. Apart from that, e-resources improve teaching and learning and are helpful in research activities that improve learning outcomes. Review and pay attention to the advantages and some of the challenges of electronic resources in higher education. The review selected articles published from January 2015 up to March 2021. The articles about electronic resources in higher education were taken into consideration. The findings indicate that e-theses, e-dissertations, e-journals, e-books, and conferences are useful in higher education. The study found that electronic resources are very necessary for helping lectures in the teaching and learning process. A part of those resources helps with knowledge updates for the faculty members as well as the administration. Finally, e-resources are associated with databases that help students with writing. The study recommends training and orientation before learning research activities. Having good and powerful WI-FI is needed on campus for better access to resources. Unity and motivation for those who will be accessing resources continuously.
SISTEM PENDUKUNG KEPUTUSAN MENENTUKAN PENERIMA BLT DENGAN KEMISKINAN EKSTRIM MENGGUNAKAN METODE WEIGHT PRODUCT PADA DESA KLAMBIR V KEBUN

&#x0D; &#x0D; &#x0D; Recently, the receipt of Direct Cash Assistance has not been on target, where only the poor have received the Direct Cash Assistance. The unequal distribution of direct cash assistance is caused by decisions that are difficult to consider due to manual data processing. For this problem, the researcher hopes to help the decision maker no longer have trouble making decisions in determining the recipients of this Direct Cash Assistance because of the existence of a decision support system. This decision support system uses many criteria that must be met by the recipient of the direct cash assistance. This decision support system uses the weight product method which can assist in making decisions in determining who is more appropriate to receive Direct Cash Assistance through the ranking results obtained from the results of calculations using the weight product method.&#x0D; &#x0D; &#x0D;
En nu opgehoepeld!

(English) Besides the standard imperative mood (as in Loop! ‘Walk!’), Dutch has a few alternative imperative constructions. This article is about one of those forms, namely the imperative participle. This involves forms such as Opgehoepeld! (‘Go away!’), Ingerukt! (‘March off!’), Opgelet (‘Take care!’) and Niet getreurd (‘Don’t be sad!’). A question that arises is whether forms of the type niet getreurd should be left out of consideration in the way Postma (2013) does. I make a reasonable case for including the type niet getreurd as a member of the construction under consideration. The study is based on attestations from the OpenSoNaR and CHN corpora and an overview of some previous analyses and thus addresses the question which features imperative participles have in common and which types can be regarded as variants of one imperative participial construction.
THE INFLUENCE OF TECHNOLOGY-BASED MEDIA OF DIGITAL JAVANESE SCRIPT AMONG JUNIOR HIGH SCHOOL STUDENTS

The impact of advances in digital technology has eroded the existence of the Javanese language as one of the regional languages used in Indonesia. The Javanese Script, an important component of the Javanese language, is less attractive to the younger generation. Digital literacy can be used to develop culture because it fits the characteristics of the current generation as digital natives. Now, people can write Javanese scripts using a computer because the Javanese Script has been successfully included in the digital standard writing system (Unicode) since 2009. This is also utilised by developing a Javanese script keyboard called Aksaraya which can be installed on the IPad. The method chosen in this research is quasi-experimental. It was carried out by giving treatment with Aksaraya media to reveal its influence through a pretest-posttest control group design experimental design. The analysis in this study is the Paired sample T-Test with the help of SPSS 21 for windows. In this study, the population used was SMP Negeri 4 Pakem, while the sample taken was the eighth-grade students. Their conceptual understanding of data is gained from tests conducted before and after using digital-based Javanese script learning media. The analysis showed that the students' mean scores after using digital-based Javanese writing learning media were higher (80.05) than before (60.96). It showed the correlations (0.670) that indicated a strong relationship with Sig. (0.000) ˂ α = 0.05. It can be concluded that Aksaraya learning media significantly influences students' learning results.
Pengaruh Penggunaan Model Discovery Learning Berbantuan Media Audiovisual terhadap Keterampilan Menulis

The purpose of this study was to describe the effect of using a discovery learning model assisted by audiovisual media on the skills of writing explanatory texts for class XI students of SMAN 1 Sungai Tarab. This type of research is a quantitative research with a quasi-experimental method of the one group pretest-posttest design. Based on the results of the study concluded the following three things. First, the skills of writing explanatory texts for class XI students of SMAN 1 Sungai Tarab before using the audiovisual media-assisted discovery learning model are in the Adequate qualification (LdC) with an average value of 67.24. Second, the skills of writing explanatory texts for class XI students of SMAN 1 Sungai Tarab after using the audiovisual media-assisted discovery learning model are in the Good qualification (B) with an average value of 83.87. Third, based on the t-test, the alternative hypothesis (H1) is accepted at the level of confidence and degrees of freedom (dk) = (n-1) because tcount&gt;ttable (6.40&gt;1.70). In other words, the discovery learning model assisted by audiovisual media influences the skills of writing explanatory texts for class XI students of SMAN 1 Sungai Tarab.
"STUDY TO DETERMINE USEFULNESS OF RDWI IN DIAGNOSIS OF IRON DEFICIENCY ANAEMIA."

Introduction Iron deciency is the most common nutritional deciency in both developing and developeds countries. In era of rising cost consciousness, efcient diagnostic approaches, which can rule in or rule out diseases with sufcient accuracy so testing is minimized. RDWI has more specicity for IDAthan RDW. So it can rule out IDAbetter than RDW. RDWI appears to be a reliable and useful index for initial screening of microcytic hypochromic anemia and is better than RDW in differentiating iron deciency anemia and beta thalassemia trait. Material And Methods Total 400 patients were included who were suspected for anemia during OPD visit. We have calculated RDWI of all patients using automated hematology analyzer using blood collection in EDTA vacutainer. Serum ferritin levels were also estimated using automated biochemistry using ELISA as principle method Result: There was total 66 patients having &lt;220 RDWI and 7 patients of these 66 patients were having &lt;15 ng/ml serum ferritin. Sensitivity of RDWI to diagnose IDAwas as good as 92.78 % in this study. The specicity and positive predictive value were 19.47% and 26.94% respectively. Negative Predictive Value (NPV) of RDWI to diagnose IDAwas 89.39 %.were having S.ferritin &lt;15 ng/ml.
DIAGNOSTIC UTILITY OF BREAST FNAC IN THE EVALUATION OF PALPABLE MASSES - A TERTIARY CENTRE STUDY

Background: The purpose of the study was to evaluate the cytological features of palpable breast masses and to advocate the utility of breast FNAC . Material And Methods: Aretrospective study of one and a half years duration was conducted in the Department of Pathology of a tertiary care hospital which included 110 patients with palpable breast masses. Histopathological correlation in 110 cases was obtained and diagnostic efcacy calculated by sensitivity, specicity, poisitive predictive value (PPV) and negative predictive values (NPV). Results: Cytological diagnosis was rendered in 110 patients with age group ranging from 15 to 68 years. Breast lesions commonly presented in upper inner quadrant (48%) of both breasts. Aspirates were diagnosed as non-neoplastic in 15 lesions (13.6%) and neoplastic in 95 lesions (86.36%) [benign 65.45%, and malignant 20.9%]. There were two false positives and one false negative, with 96.83% specicity, 97.87% sensitivity, PPV 95.83%, NPV 98.39%, and diagnostic efcacy of 97.27% for the palpable breast lesions respectively. Conclusion: FNAC is a rapid and economical procedure with high accuracy for cytological diagnoses of breast masses and helps the surgeon to plan for further treatment.
SYNERGETIC SYNTHESIS OF MULTIVARIATE NONLINEAR DYNAMIC OBJECTS

Based on the synergetic approach, the article solves the problem of analyzing a chemical reactor as a control object and formulates recommendations on the structural and topological synthesis of various control system options.The main feature of technological control objects, in which, as a result of hydromechanical, physical, chemical influences on the flows of the starting substances, their physical properties, state of aggregation and composition change, is their multidimensionality, nonlinearity, multiconnectedness, as well as parametric uncertainty of the mathematical model at the design stage.This type of facility includes a chemical reactor, thermal management, which in most cases is carried out using single-circuit or cascade automatic control systems based on linear algorithms.Promising in this regard is the method of analytical design of aggregated controllers (ADAR) developed in the framework of the synergetic theory of control.
Nanomaterials Used in Flexible Electronics: Recent trends and future approaches

Abstract: The latest research in soft electronics reveals a substantial demand for devices that can fold, bend and stretch to suit the requirements of technological advances. Cellulose, silk, and elastomers are employed in making biodegradable, environmentally benign substrates that accommodate nanofibers, nanoparticles, nanotubes, graphene, and biomaterials in their nano-form. Flexible materials can hold circuits and sensors and can substitute conventional substrates. Transient electronics, e-skin, and biosensors are the most sought-after in medical technology, sensors, energy storage devices, and wearables. These stretchable materials lead the way for developing eco-friendly and sustainable technology to attain sustainable development goals. This research work discusses nano species imbibed in printable and flexible electronics. An analysis of the documents extracted from the Scopus database using VOSviewer and patents in the domain of flexible electronics are presented along with altmetrics.
Integrating an Ontological Reference Model of Piloting Procedures in ACT-R Cognitive Architecture to Simulate Piloting Tasks

To accurately replicate the procedures and actions of piloting an aircraft, it is important to create an intelligent system capable of analyzing and executing tasks using established protocols in the field. In this study, we introduce a cognitive agent based on the ACT-R cognitive architecture that incorporates an ontological reference model into its declarative memory. The purpose of this is to simulate the performance of critical piloting tasks, such as take-off, in a manner similar to that of a human pilot. The agent accomplishes this by utilizing production rules stored in its procedural memory to deduce knowledge captured and formalized by the ontological reference model stored in its declarative memory. Our findings suggest that this approach is a key step towards developing a cognitive agent that can be tested in a real flight simulator, providing insights into how human pilots function in terms of their cognitive and affective behavior.
Peningkatan Keterampilan Menulis Bahasa Jawa dengan Metode CIRC melalui Media Komik Strips Siswa Kelas V di SD Negeri 03/04 Margoyoso

This study aims to improve writing skills in Javanese using the CIRC (Cooperative Integrated Reading and Compotition) method. The low ability to write Javanese is considered difficult for students, as a result, students are passive in learning. The CIRC Method Through STRIPS Comic Media is expected to be an alternative for learning to write Javanese. The type of research used is Classroom Action Research using one cycle, in the initial conditions, which initially only averaged 13 or 52.86% of students who had writing skills, in the first cycle the score increased to 19 or 74.71% of students. The impact of research using the CIRC method of learning through STRIPS Comic Media can improve the writing skills of the fifth grade students of Margoyoso State Elementary School.
Analisis Pengembangan Bahan Ajar Tematik dalam Keterampilan Membaca di UPT SD Negeri Batu Jaya

This study aims to analyze the pattern of reading development that occurs in students. This research was conducted using a qualitative descriptive method. After making observations, interviews were then conducted with resource persons who understood how the teaching and learning process was and how students' abilities were in terms of understanding a reading. The thematic method is one form of innovation in the field of education that familiarizes students to think critically and accustoms teachers to have a high focus and always improve their abilities. From the results of research conducted, there were various student responses when retelling what they had read in front of the class. Students who have difficulty controlling their emotions will definitely have difficulty in retelling what they have read and there will be many words that are difficult to miss, and students who are too confident in themselves also tend to have difficulty controlling their existing emotions. They will be more active in telling stories but the essence of the story is not conveyed properly and eventually makes the audience bored. Small things like this will become habits that greatly affect the growth and development of students in the future. Character must be formed from an early age so that students have good and polite communication skills.