Reviewerly/exHarmony huggingface dataset:
The Construction and Application of Student Quality Evaluation System in Application-Oriented Universities Based on Decision Tree Algorithm

<p style="text-align: justify;"><span style="font-family: "times new roman";">The continuous growth of the amount of data puts forward higher requirements for data storage, management and analysis. People urgently need a new generation of computer technology and tools, which can intelligently extract useful information and knowledge from a large number of data. Applying data mining technology to education will help to find hidden useful information from a large number of educational data and guide educational work. This paper first selects the evaluation index, and then sets the corresponding weight of the index. At the same time, combined with the actual situation of application-oriented universities, using the constructed application-oriented university student quality evaluation system, this paper develops a set of evaluation system based on Internet technology, intuitive interface and simple operation, which can realize the dynamic modification of each evaluation index and weight to adapt to the education evaluation With the continuous development of the theory and the demand of the times for talents, and with the existing Wan fang Data System of student work fine management department to achieve data sharing. The results show that with the increase of the number of attributes, the accuracy value of the test set and the average absolute error of the training set are decreasing, but when the number of attributes is 3, there is an inflection point. The time (s) of the attribute selection algorithm is 28.82% less than the original data, and the number of cuts is 28.6% less than the original data The application of sex selection algorithm in the data set of students' quality evaluation in Application-oriented Universities greatly reduces the amount of calculation and improves the efficiency of the system.</span>
Challenges of Digital Literacy Education in Pandemic Period

The Covid-19 pandemic that has hit the world has had an impact in various fields including education. The application of teaching and learning from home forces educational institutions to switch to digital in implementing learning. The application of learning methods online provides new experiences in current learning methods. Various community responses are present. in response to this relatively new learning system. Rapid digital development and the current emergency situation demands that all stakeholders and all walks of life must adjust to developments. This is of course a common concern in providing solutions to existing problems, so that even in a pademi situation the teaching and learning process can still run smoothly. Digital literacy needs to be carried out extensively (starting from family, school and society), so that all these elements can not only use technology but can also make good and efficient use of it. This research uses a descriptive analysis method. The purpose of this research is to describe related media use. digital, in this case digital literacy, which can be used as an important key in the successful implementation of learning online during a pandemic.
Towards Inclusive Teaching Through Online Learning: An Example from ROSES.

composition poses great challenges to content-based image retrieval methods that operate at the granularity of entire images. In this study, we explore a new content-based image retrieval algorithm that mines visual patterns of finer granularities inside a whole image to identify visual instances which can more reliably and generically represent a given search concept. We performed preliminary experiments to validate our new idea for content-based image retrieval and obtained very encouraging results.
AN ANALYSIS OF STUDENTS� DIFFICULTIES IN FINDING THE CHARACTER VALUES OF NARRATIVE TEXT AT MA MUHAMMADIYAH BENGKULU

The researcher found that the students still had difficulties in finding character value, problem and difficulties with previous knowledge and metacognition in preliminary research. Therefore, objective of this research is to identify the factors that cause students� difficulties in finding character value of narrative text. The method used in this research was descriptive qualitative. The subject of this research was students of XI MA Muhammadiyah Bengkulu, who had the lowest score in preliminary research. The technique of collecting data was by analyzing interview and giving questionnaire to the students. The result showed the factors that causes students� difficulties in finding character value were exception in the decoding process, previous knowledge, motivation or perseverance, high level cognitive skills and metacognition. Based on the result of questionnaire, it can be concluded that most of students were fluent because they often read narrative text, so they can read the text in English easily. Then, most of students had problem in their previous knowledge, so they felt difficult to determine the character value. Although most of students do not have problems in motivation or perseverance because they like to read narrative text, they do not know how to find the character value in narrative text because they do not understand the story, so they felt difficult to determine the character value. Furthermore, most of students have problems in their metacognition, because they must read the narrative text repeatedly to determine the character value. In short, they must summarize the narrative text to determine the character value, because they felt difficult to determine the character value if they do not summarize the text.
STUDENTS’ PERCEPTION TOWARD E-LEARNING IN PANDEMIC ERA AT ENGLISH EDUCATION STUDY PROGRAM OF IAI MUHAMMADIYAH SINJAI

This research aims to know the problem of what is the students’ perception toward E-Learning at English Education Study Program of IAI Muhammadiyah Sinjai, especially during the pandemic era. The researchers use the descriptive qualitative method in this research. The population in this research were all students in English Education Study Program, Academic Year 2017/2018 of Faculty Tarbiyah and Teacher Training, IAI Muhammadiyah Sinjai that consist of 34 people. While the sample of this research is also 34 people by using Total Sampling technique. Technique of collection data that used in this research were interview, coding, classifying, and documentation. The result of this research showed that most of the students thought that the use of E-Learning in pandemic era was negative perceptions. These negative perception caused by some reasons, namely: the limitation of network and internet quotes; unsupportive facilities, such as laptop and gadget or handphone; limited time in interacting with lecturers.
Bugsby: a tool support for bug triage automation

Within the software development life cycle, tackling issues has become an essential part, playing an important role in maintaining software quality. Once a bug report has been submitted, it is very important to perform triage to establish its severity or duplication.
Application of Conversational Artificial Intelligence for Farmer's Advisory and Communication

Artificial Intelligence (AI) on machines is a difficult topic to debate. It entails the development of robots that can imitate intelligence. This chapter examines some of the most recent AI developments and practices and then proposes an alternative theory for improving some of today's most well-known and widely accepted postulates. Conversational AI is a sub-domain of AI that deals with speech-based or text-based AI agents that can imitate and automate conversations and verbal interactions. Due to two major advancements, conversational AI agents such as chatbots and voice assistants have multiplied. The techniques are needed to create highly accurate AI models, such as Machine Learning and Deep Learning. Farmers make up half of India's population, although they only provide 13.9% of the country's gross domestic product (GDP). This huge disparity may be bridged by giving farmers better access to information and professional counsel (e.g. knowing which seeds to sow and how to treat pests can significantly impact yield). In this chapter, we studied how Natural Language Processing can be used in conversational AI agents who can deliberately communicate with farmers for solving their queries.
Evoluindo Redes Neurais Convolucionais na Detecção de Emoções Usando Micro AGs

The Deep-emotive v.1 is a CNN that recognizes emotions by thehuman face’s pictures. In this context, the CNN’s structure creationdepends on several hyperparameters, which impact the resultspositively or negatively. The Genetic Algorithm implementationallows us to explore the search space of these hyperparametersto find the best architecture for solving the problem. The definedsearch space is formed by the combination of both the numberof convolutional layers and the fully connected ones, the numberof filters for each layer, the size of filters, the subsampling type,and the number of nodes in the fully connected layer. This paper proposes to improve the Deep-Emotive network with the imple-mentation of Convolutional Neural Networks (CNNs) architectures using Genetic Algorithms. The FER-2013 dataset was chosen toclassify seven emotions by images of facial expressions, as it had the worst performance in the first version of the network, reach-ing an accuracy of 60.71%. This dataset has images with common problems for computer vision algorithms, such as occlusion, im-balance, perspective, noises, as well as images that do not exist in the context of emotions. The experiment’s results indicate thatthe proposed approach can generate a CNN architecture with anaccuracy of 63,84% in the train set and 62,39% in the validationset. Despite a low-performance rate, the experiments indicate thatthe algorithm can generate more adapted individuals who havealready overcome the performance achieved by the first version ofthe network defined empirically. Thus, results show potential forexploitation in environments with more computational resources.
Convolutional Neural Network and LSTM Applied To Abnormal Behaviour Detection From Highway Footage

ABSTRACT Relying on computer vision, many clever things are possible in order to make the world safer and optimized on resource management, especially considering time and attention as manageable resources, once the modern world is very abundant in cameras from inside our pockets to above our heads while crossing the streets. Thus, automated solutions based on computer vision techniques to detect, react or even prevent relevant events such as robbery, car crashes and traffic jams can be accomplished and implemented for the sake of both logistical and surveillance improvements. In this paper, we present an approach for vehicles’ abnormal behaviours detection from highway footages, in which the vectorial data of the vehicles’ displacement are extracted directly from surveillance cameras footage through object detection and tracking with a deep convolutional neural network and inserted into a long-short term memory neural network for behaviour classification. The results show that the classifications of behaviours are consistent and the same principles may be applied on other trackable objects and scenarios as well.
Peningkatan Prestasi Belajar Ekonomi Melalui Metode Pembelajaran Student Teams Achievement Devision Tahun Pelajaran 2019/2020

The purpose of this research is to identify whether there is an increase in economic learning achievement in class VIII SMP N 2 Kartasura in the use of the STAD (student teams achievement division) procedure. This type of research is experimental research that intends to equate something as a result of certain treatments. The population in this research is all grade VIII students of SMP Negeri 2 Kartasura for the academic year 2019/2020 which consists of 6 classes with a total of 240 students. On the other hand, the illustration in this research is 1 class (40 students) taken using the Simple Random Sampling method. The required information is obtained through the provision of explanatory tests. The test questions to be used were tested for validity and reliability. Besides that, documentation procedures are used to clarify information. The method of analysis uses normality test, homogeneity test, and makes hypothesis testing with mean difference test (t test). From the results of the analysis it can be concluded that: STAD cooperative education can improve student achievement in class VIII SMP Negeri 2 Kartasura in the 2009/2010 academic year. before the experiment (66, 675) or there is a difference of 14, 4. It means that STAD cooperative education is better (more efficient) in improving student achievement.&#x0D; Keywords: STAD (Student Teams Achievement Division), economics learning achievement
O CUIDADO DA EQUIPE DE ENFERMAGEM COM O PACIENTE EM TRATAMENTO HEMODIALÍTICO

Objective: To discuss the role of nursing in encouraging breastfeeding in the pregnancy-puerperal cycle.Methodology: This is an integrative literature review carried out in the following electronic databases: National Library of Medicine (MEDLINE), Latin American and Caribbean Literature on Health Sciences (LILACS), Scientific Electronic Library Online (SciELO) and Database Nursing Data (BDENF).To define the inclusion criteria, complete original articles were selected, freely available online in Portuguese, English and Spanish and published in the last 10 years.As for the exclusion criteria, we defined: duplicate studies, review articles, monographs, theses, editorials and those that do not answer the guiding question of the study.Thus, the study obtained a total sample of 09 articles.Results: The study discussed the role of nursing in encouraging breastfeeding throughout the woman's pregnancy-puerperal cycle, which highlighted the relevance of the role of these professionals in the context of public health, since the literature has already shown that the Breastfeeding is an act of multiple benefits for the mother/baby binomial.Conclusion: Nursing plays a key role in the breastfeeding process, and therefore needs to be valued.Thus, it is believed that there is a need to invest in promoting the training of these professionals, aiming at better quality of care for women in the context of breastfeeding.
COMPREENSÃO DOS PROFESSORES FRENTE ÀS NECESSIDADES DE ALUNOS COM DIABETES TIPO 1 NAS ESCOLAS

Objective: To discuss the role of nursing in encouraging breastfeeding in the pregnancy-puerperal cycle.Methodology: This is an integrative literature review carried out in the following electronic databases: National Library of Medicine (MEDLINE), Latin American and Caribbean Literature on Health Sciences (LILACS), Scientific Electronic Library Online (SciELO) and Database Nursing Data (BDENF).To define the inclusion criteria, complete original articles were selected, freely available online in Portuguese, English and Spanish and published in the last 10 years.As for the exclusion criteria, we defined: duplicate studies, review articles, monographs, theses, editorials and those that do not answer the guiding question of the study.Thus, the study obtained a total sample of 09 articles.Results: The study discussed the role of nursing in encouraging breastfeeding throughout the woman's pregnancy-puerperal cycle, which highlighted the relevance of the role of these professionals in the context of public health, since the literature has already shown that the Breastfeeding is an act of multiple benefits for the mother/baby binomial.Conclusion: Nursing plays a key role in the breastfeeding process, and therefore needs to be valued.Thus, it is believed that there is a need to invest in promoting the training of these professionals, aiming at better quality of care for women in the context of breastfeeding.
ESTILOS DE VIDA DE PACIENTES APÓS DIAGNÓSTICO DE DIABETES MELLITUS TIPO 2: UMA REVISÃO DE LITERATURA

Objective: To discuss the role of nursing in encouraging breastfeeding in the pregnancy-puerperal cycle.Methodology: This is an integrative literature review carried out in the following electronic databases: National Library of Medicine (MEDLINE), Latin American and Caribbean Literature on Health Sciences (LILACS), Scientific Electronic Library Online (SciELO) and Database Nursing Data (BDENF).To define the inclusion criteria, complete original articles were selected, freely available online in Portuguese, English and Spanish and published in the last 10 years.As for the exclusion criteria, we defined: duplicate studies, review articles, monographs, theses, editorials and those that do not answer the guiding question of the study.Thus, the study obtained a total sample of 09 articles.Results: The study discussed the role of nursing in encouraging breastfeeding throughout the woman's pregnancy-puerperal cycle, which highlighted the relevance of the role of these professionals in the context of public health, since the literature has already shown that the Breastfeeding is an act of multiple benefits for the mother/baby binomial.Conclusion: Nursing plays a key role in the breastfeeding process, and therefore needs to be valued.Thus, it is believed that there is a need to invest in promoting the training of these professionals, aiming at better quality of care for women in the context of breastfeeding.
Buku Bergambar “Self Healing” Sebagai Media Edukasi Untuk Remaja Pasuruan

Pasuruan is an area that has many talented young people. As an area with a lot of potential for the younger generation, Pasuruan is very concerned about education on their mental health. However, the development of awareness of self-healing is quite slow due to the influence of some social environments that pay less attention to mental health and mental wounds. Another factor is the lack of educational media regarding self-healing. Therefore, it is necessary to make some kind of illustration for educational media in the form of picture books, so that teenagers know that mental wounds can be healed by self-healing. The research method used in conducting this research is observation, namely making direct observations to the intended location and conducting interviews with resource persons. Then supported by literature study sourced from books and journals. The design process for making this picture book starts from the Pre-Production stage which includes the script and rough layout. For the Production process is the character visualization process, coloring, editing process. And for the Post-Production process is the process of finishing, publishing and testing. The test was carried out through a media questionnaire which was distributed to 30 respondents of late teens to find out how well they understood this book. The results of the questionnaire show that this book can be understood well. Thus, this self-healing picture book is appropriate to be used as an educational medium for teenagers.&#x0D; Keywords : Ilustrated book, media education, caracter cisualisation, self healing.
The Using of Library Social Networks Profiles for the Moral and Informational Support of Readers in March-April of 2022

The scientific topicality. The development of libraries in recent decades has been marked by the transformation of their functions: modern book collection is not only the preservation of books and publishing books, but also cultural and educational functions (educating young people of the best human and civic qualities, intellectual development, important events of the year, promotion and use of information and library resources of the book collection, etc.). The library became especially relevant as information and resource center during the COVID-19 pandemic.&#x0D; The purpose of research is to analyze the representation of libraries in social networks for cultural and educational activities among the population during the Russian-Ukrainian war.&#x0D; The methodology. In the research such methods were used: the comparative method (comparison of the activities of libraries from different regions of Ukraine), the description methods (description of posts on “Facebook” social network), the analysis and data visualization (analysis of the latest research on educational and informational work of libraries through social networks; the results of the analysis of posts according to certain criteria), methods of comparison (comparison of the libraries activities in different Ukrainian regions) and generalization (conclusions on the activities of the library in the front areas and in the rear area).&#x0D; The results. The peculiarities of cultural and educational activities and moral and informational support of library users since the beginning of the full-scale Russian-Ukrainian war (analysis period 24.02.2022–30.04.2022) are analyzed.&#x0D; The scientific novelty. It is the first time of determination of the main directions of cultural and educational work and moral and informational support provided by libraries during the Russian-Ukrainian war.&#x0D; The practical significance. The results of the research are presented in the form of a detailed description of library posts and in tabular form according to the following criteria: number of posts, regularity of posts, nature of posts and number of educational activities.&#x0D; The conclusion. An analysis of library representations in different regions of Ukraine on social networks showed that all libraries have suspended book publishing for a short period of time (up to a month) since the beginning of full-scale Russian aggression in Ukraine, but at the same time provided informational support to the public. The articles of all libraries represent the educational and volunteer activities of librarians during the Russian-Ukrainian war. Social networks in this activity provide information support for such events and information support for the activities of both volunteers and internally displaced persons.
Mediation component of psychoanalysis in the evolution of culture and the formation of culturology as a science

The purpose of the article is to highlight the mediating role of psychoanalysis in the processes of evolution of culture and art and the formation of culturology as a new and young scientific field. The main attention is paid to the mediating role of psychoanalysis in the development of the cultural and artistic field and the formation of personality.&#x0D; The methodology of this scientific research is culturological principles and research methods. It is the culturological methodology that has convincingly proved the mediating role of psychoanalysis in the civilizational development of culture and art, in the processes of formation of culturology as a scientific field.&#x0D; The topicality is, firstly, the application of culturological methodology, which made it possible to clarify the mediating role of psychoanalysis in the civilizational evolution of culture and art and the formation of culturology as a science in general.&#x0D; The scientific result of this study is a positive attempt with the help of culturological methodology to clarify the mediating role of psychoanalysis in the evolution of culture and art and in the processes of formation of culturology as a science.&#x0D; The practical significance of the scientific results of the article is that they can serve as a source material for further research on this issue, and can be used as research material for the preparation of scientific and methodological and teaching handbooks for lectures on issues of culture, art and culturology.