Reviewerly/exHarmony huggingface dataset:
The Development of Students Industrial Training Information System (FBM-STIS)

Student Industrial Training Information System (FBM-STIS) purposely developed for final year students from Faculty of Business and Management (FBM), Puncak Alam Campus who searching for industrial placement that fit with their studied background. It is aim to increase the accuracy and efficiency of the industrial placement process. The manual process required 107 days to complete and due to this long process, its increase the workload of administrative staff, workflow inefficiency and lead to poor record management. Through FBM-STIS, students need to fill up the internship application via online and this is in-line with Industrial Revolution 4.0 (IR 4.0) emerged worldwide. This system allowed students to request and check the status of the Application Letter (AL), dan Conformation Letter (CL) online without visiting FBM - Industrial Training Unit (FBM-ITU) counter physically. Hence, FBM-STIS also help internship coordinator to manage and monitor the application process online because of the easy access of the system; FBM-STIS can be accessed anytime and anywhere.
Right to Safety and Processing of Personal Data in Covid-19 Pandemic

Background: The strong limitations to rights of persons, that we all believed to be inviolable shortly before the emergency Covid-19, have raised many questions not only among citizens but also among jurists. The fine line between rights of individuals and rights of community is been countless times bypassed in pandemic management with government measures having urgent nature of application which have seriously affected the labile and difficult balances sought through perennial competitiveness of those rights. Acting in principal interest of community has imposed significant restrictions for individuals to freedom of movement and even to leave their home. Restrictions, equally stringent, have been taken in health sector: let us consider the obligation, in same cases, to undergo an inspection, through a swab, of contagious state. In all of this what role did the laws play on privacy and why, often, it was not necessary to acquire the consent of the individuals interested in implementing some of the procedures for containing the infection? A question which constitute the aim of this study. Methods: Based on a comparative methodology which compares acquis communautaire with Italian legislation, the research sets useful elements for an objective assessment of what happened during Covid-19 pandemic management. Results: The processing of personal data, even if activated without the consent of interested person, does not exclude him from carrying out actions on that data. Conclusion: The citizens can perform a control, even active, on the processing of their data by exercising their rights extended from access to rectification and even their cancellation.
THE EFFECT OF JEOPARDY GAME TOWARD STUDENTS’ VOCABULARY MASTERY

Vocabulary is one of the language aspects that should be mastered by the students in language learning. It has a main role for the students in understanding and applying the four basic skills in language learning. Most of the teachers do not pay attention to the media that they use in gaining students’ vocabulary mastery. This study aimed to find out whether the use of Jeopardy Game affected the students’ vocabulary mastery or not. This study conducted a quasi-experimental design. The population of this study was comprised of 186 students of the second grade of SMAN 1 Bukit Sundi that divided into 6 classes. The instrument of this study was a vocabulary test. The experiment class was taught by using Jeopardy Game, while the control class by using Guessing Game. In conclusion, there were significant differences between students who were taught by using Jeopardy Game and Guessing Game on Second Grade of SMAN 1 Bukit Sundi in 2020/2021 Academic Year&#x0D;
KEEFEKTIFAN MODEL KOOPERATIF TALKING STICK BERBANTUAN MEDIA AUDIOVISUAL TERHADAP HASIL BELAJAR IPS

Berdasarkan hasil observasi, wawancara, dan data hasil belajar IPS kurang maksimal dikarenakan kurangnya variasi model pembelajaran dan minimnya penggunaan media. Penelitian ini bertujuan untuk menguji keefektifan model kooperatif Talking Stick berbantuan media audiovisual terhadap hasil belajar IPS dan mendeskripsikan aktivitas siswa dalam pembelajaran. Jenis penelitian ini adalah quasi experimental dengan desain nonequivalent control group design. Teknik pengambilan sampel adalah cluster random sampling, dengan sampel sebanyak 111 siswa. Pengumpulan data menggunakan tes, observasi, wawancara, dan dokumentasi. Hasil uji hipotesis menunjukkan bahwa nilai thitung (3,333)&gt;ttabel (2,022) yang berarti model kooperatif Talking Stick berbantuan media audiovisual efektif terhadap hasil belajar IPS. Hasil uji n-gain kelas eksperimen lebih tinggi daripada kelas kontrol (0,524545&gt;0,298035) kriteria sedang. Pengamatan aktivitas siswa menunjukkan rata-rata skor aktivitas siswa kelas eksperimen lebih baik dibandingkan kelas kontrol (75%&gt;56%). Simpulan penelitian ini adalah model kooperatif Talking Stick berbantuan media audiovisual efektif terhadap hasil belajar IPS dan meningkatkan aktivitas siswa kelas IV SD Gugus Garuda Karanganyar Demak.&#x0D; Based on observations, interviews, and the obtained learning outcomes data, it showed that social studies outcomes were less maximal because lack of variation learning model and less of using instructional media. This research aims to examine the effectiveness of the Talking Stick cooperative model assisted by audiovisual media and to describe students activity on learning process. This type of research is quasi experimental with nonequivalent control group design. The sampling technique is cluster random sampling, with 111 students as samples. Data collection used test, observation, interview, and documentation. Hypothesis test results indicate that tcount (3,333)&gt;ttable (2,022) which means the Talking Stick cooperative model assisted by audiovisual media is effective on social studies learning outcomes. The N-gain test results of the experimental class are higher than the control class (0.524545&gt;0.298035) moderate criteria. The observation shows the average score of the experimental class student activity is better than control class (75%&gt;56%). The conclusion of this research is the Talking Stick cooperative model assisted by audiovisual media is effective in social studies learning outcomes and increase students activity of 4th grade elementary school of cluster Garuda Karanganyar Demak.
A Hybrid of Proposed Filtration and Feature Selections to Enhance the Model Performance

Objectives:Toextract and identify the subjective information of social media user from the unstructured data.To overcome the high dimensionality and sparsity those are the two major challenges in sentiment analysis of text datasets.To increase the model performance by using possibly minimum feature sets in a text classification problem.Methods: We proposed a new filtration method which is applied for the removal of correlated features and zero importance features in addition to the various feature selection methods.The various feature selections such as Mutual Info, Lasso, Recursive Feature Elimination and dimensionality reduction, Principal Component Analysis (PCA) have been used along with the proposed filtration to find the compelling features.This approach was evaluated using three Indian Government Schemes and these tweets were classified using Random Forest classifier.The performance was evaluated using various metrics such as accuracy, precision, recall, f1_score, log loss and roc-auc.Findings: In this research, we proposed a model for selecting relevant and non-correlated feature subsets from the unstructured dataset.From this model, accuracy of 92% with the minimum log loss 0.22 was achieved through the minimum number of feature set.Improvements: This study proves that the performance of the model will be improved by overcoming those two problems (dimensionality and sparsity).Here various feature selection methods have been applied with the proposed filtration in order to minimize the number of features.The computing time and the model performance will be improved as a result of decreasing the features.And this will be more effective in case of large datasets.Even though Random Forest performs well in high dimensional datasets we need some more optimization.
Mode recovery in neural autoregressive sequence modeling

Despite its wide use, recent studies have revealed unexpected and undesirable properties of neural autoregressive sequence models trained with maximum likelihood, such as an unreasonably high affinity to short sequences after training and to infinitely long sequences at decoding time.We propose to study these phenomena by investigating how the modes, or local maxima, of a distribution are maintained throughout the full learning chain of the ground-truth, empirical, learned and decodinginduced distributions, via the newly proposed mode recovery cost.We design a tractable testbed where we build three types of groundtruth distributions: (1) an LSTM based structured distribution, (2) an unstructured distribution where probability of a sequence does not depend on its content, and (3) a product of these two which we call a semi-structured distribution.Our study reveals both expected and unexpected findings.First, starting with data collection, mode recovery cost strongly relies on the ground-truth distribution and is most costly with the semi-structured distribution.Second, after learning, mode recovery cost from the ground-truth distribution may increase or decrease compared to data collection, with the largest cost degradation occurring with the semi-structured ground-truth distribution.Finally, the ability of the decodinginduced distribution to recover modes from the learned distribution is highly impacted by the choices made earlier in the learning chain.We conclude that future research must consider the entire learning chain in order to fully understand the potentials and perils and to further improve neural autoregressive sequence models.
Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model

This paper describes our contribution to SemEval-2021 Task 5: Toxic Spans Detection.Our approach considers toxic spans detection as a segmentation problem.The system, Waw-unet, consists of a 1-D convolutional neural network adopted from U-Net architecture commonly applied for semantic segmentation.We customize existing architecture by adding a special network block considering for text segmentation, as an essential component of the model.We compared the model with two transformers-based systems RoBERTa and XLM-RoBERTa to see its performance against pre-trained language models.We obtained 0.6251 f1 score with Waw-unet while 0.6390 and 0.6601 with the compared models respectively.
STUDENT SATISFACTION IN LEARNING LISTENING WITH INTERACTIVE CD BASED ON AUDIO VISUAL MEDIA AT STKIP PGRI SUMATERA BARAT

This research was motivated by researcher’s interest in measuring students satisfaction by using CD interactive based audio visual media at STKIP PGRI Sumatera Barat. The purpose of this research was to determine how students satisfaction with CD interactive. This research was conducted by using descriptive research with approach is quantitative. The population of this research was 85 students of English department at STKIP PGRI Sumatera Barat academic years 2019 who took comprehensive listening course with sample 28 students from session A 2019. Researcher used questionnaire and interview as instrument in this research. The data was collected by distributing questionnaire to 28 students and conducting interview with 2 students. The result of this research indicate that the average of questionnaire is 75%. Therefore, it can be concluded that students are satisfied when learning listening by using CD interactive in the classroom.
Model for Profiler Agent during unexpected educational circumstances

Nowadays distance education helps when no other traditional possibility is allowed. But is it a good alternative to replace entirely the traditional education? Could it provide at least the same level of quality or it brings problems that we are not prepared for? The paper presents an observation of a problem with keeping students focused on their education – constant dropping of engagement and unintentional loss of attention during situation of distance learning. Appling measures to keep students’ attraction led to the need of some aspects’ automation – a model for a new intelligent assistant, software agent, was developed, along with the current ones in the existing system. This assistant will create profiles of students, helping with personalized tracking of each student’s progress in specific subject, recommending topics to improve knowledge and fill knowledge gaps. It will “live” in the extension of an existing system and cooperate with other agents to accomplish its goals, proactively assisting in students’ learning aspects, as well as teachers’ efforts to prepare better and more suitable educational materials.
Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction

We describe three baseline beating systems for the high-resource English-only sub-task of the SIGMORPHON 2021 Shared Task 1: a small ensemble that Dialpad's 1 speech recognition team uses internally, a well-known off-the-shelf model, and a larger ensemble model comprising these and others.We additionally discuss the challenges related to the provided data, along with the processing steps we took.
Productization and Product Structure: Extending The Perspective to Software Business

Productization and product structure can be beneficial for companies in various product-related considerations.The focus on software business and software products, however, has been deficient.This study takes a specific software perspective to provide a software business perspective to productization discussion.Productization of software is considered by bringing different perspectives on the software product.Constructive, qualitative approach is used in studying the productization and software product structure of a case company.The empirical study reveals softwarerelated challenges and shows how productization and product structure are beneficial also with software business, including the Software as a Service (SaaS) business model.The results indicate that further focus on product structure and consistent productization logic is also necessary for software business.The basic principles of productization of physical products or services may remain the same, but some software business specifics must be addressed.Hence, software context may influence productization and product structure logic.Companies involved in the software business can benefit from the improved understanding in managing their software offerings.Well productized software offering enables maintaining the scope of the software being developed and the operations of what is being sold, delivered, and invoiced.This study is among the first to consider the productization concept, including product structure in the software business context to indicate the context specifics.
Analysis of the problem on preparing future primary school teachers for the organization of pupils’ labor training

Analysis of the problem on preparing future primary school teachers for the organization of pupils’ labor training. The preparation of future primary school teachers for organizing labor training of young learners in the educational process of high school has been analyzed in the article. The essence and structure of the “readiness of future teachers to organize labor training of young learners” phenomenon have been revealed. The preparation of future primary school teachers for the organization of labor training of young learners in the educational process of high school has been monitored. The problems of young learners’ labor training have been discussed, and the forms and methods for preparing future primary school teachers for the organization of labor training have been developed. Preparation as a general concept is interpreted as an organized, purposeful long-term educational process in different types of educational institutions whose ultimate aim is to achieve the readiness to carry out professional pedagogical activities in a particular specialty. Readiness of future primary school teachers to organize labor training is interpreted as a result of preparing students during their studies at a higher pedagogical institution, as the state of the future teacher who has mastered the system of knowledge on productive, project technologies. The formation of future primary school teachers’ readiness is not a spontaneous or involuntary process. This is a systematic and purposeful activity.
Custom on-axis head-mounted eye tracker for 3D active glasses

Currently, no low cost commercial 3D active glasses with embedded eye tracker are available despite the importance of 3D and eye tracking for numerous applications.In this context, a simple low cost eye tracker for 3D glasses with liquid crystal shutters is presented and tested for orthoptics applications.By using a beam splitter to better align the camera with the line of sight when the subject looks at a target in front of him at far range, the new design allows recording high quality images with limited pupil deformation when compared to other commercial eye trackers where the cameras can be far from this axis (head mounted or fixed).Such a design could be useful for various applications from orthoptics to virtual reality
LAYANAN INFORMASI PADA RUMAH SAKIT MAMAMI KOTA KUPANG BERBASIS WEBS

Kupang City is municipality city and East Nusa Tenggara Capital city at once. Its glowing population, from time to time, causing varied problems, as such, in creasing pollution, limitedness resources, infrastructures and economic growth, thus generate broad impact, without exception, public healt threatening. Mamami Hospital is a prevate ownership healty mean in Kupang city,runing public trasition healt service, by general practioner, medical specialis on tooth , child, midwife service,internal disease, surgical operation, ophthaltmologist, tediarticiant, public care healt reference. Mamami Hospital, estimated, faces to potential problems, first, of its ignorance healt care information by a large member of Kupang‘s population, and second, possesses no available and accurate data on its patiens recording on digital device. Personally to thanks every one, the owner especeally, who received me to practice my digital device application skill at Mamami Hospital, writer would like to contributed a public information for mamami hospital. Further information on method of this research, researcher uses discription, bibliography observation and interview. Based on above finding, writer apprently suggest Mamami Hospital’s, agent to answer its need to cultivate in their relationsip with patients by public health information from digital device. This public information facilitate them to communicate each other on their need.
HUBUNGAN ANTARA AKTIVITAS FISIK PADA LANJUT USIA DENGAN TINGKAT KESEIMBANGAN

Objective: This study aimed to know the relationship between low physical activity and balance in the elderly.Methods: This type of research is a descriptive correlative study between the low physical activity of the elderly and the balance of the elderly consisting of 37 elderlies in the work area of Puskesmas Pondok Tinggi based on purposive sampling technique.Examination of low physical activity using the Physical Activity Scale for the Elderly (PASE) questionnaire shows that the mean ± SD value of low physical activity is 55.37 ± 18.99 and measurement of balance using the Time Up and Go Test (TUGT) obtained a mean ± SD balance of 18.14 ± 5.67.Results: The Spearman-Rank Correlation Coefficient test obtained p value <0.001where p <value α (0.005) with a value of r = -0.535,which means that there is a significant relationship between low physical activity and changes in the balance of the elderly with negative correlation, which means that it is getting lower.physical activity, the balance of the elderly is getting worse.Conclusion: There was a significant relationship between low physical activity and balance in the elderly.
Toward Extended Sensory Interface for Impaired Person

Interfaces are needed for humans and machines to interact with each other. Recently, various interface methods have been used in real life. Especially for those who cannot use the hand, it is not possible to use the hand movement or finger contact-based interface. Therefore, research is needed for user-friendly interfaces for users who are difficult to use by hand. The extended sensory interface described in this paper is an interface that utilizes the heat generated by the convection generated by the user in the exhaled breath. The exhaled breath can be a new invisible hand. And, in this paper, this is expressed as an extended sensation. The exhaled breath towards the surface of things convection causes the surface temperature to rise above the surroundings. By analyzing these temperature differences with a thermal image camera, it is possible to detect traces of conduction heat points due to the extended sensation. Since the traces of conduction heat point is directly generated by the user, it can be utilized for the interface. In this study, we explain the results derived through various experiments and discuss how the extended sensory interface can be utilized by impaired per-son who have difficulty using their hands.
Authentic Material Media to Enhance Students’ Reading Descriptive Text

This research was aimed to find out the effect of using authentic material media on descriptive text reading comprehension at the XI grade MAS Baharuddin Tapanuli Selatan. Research methodology that used in this research was quantitative method. Types of the research was experimental research. The population of the research was the students at XI grade of MAS Baharuddin Tapanuli Selatan. Further, the sample of the research included 44 students. They were experimental class consist of 25 students and control class consist of 19 students. In collecting the data, the researcher used test to know students’ descriptive text reading comprehension by learning using authentic material media. To analyze the data, the researcher used t-test formula. After using Authentic Material media the result of T-test tcount was bigger than ttable (2.781.67). It means that hyphothesis alternative (Ha) was accepted. It was concluded that there was significant effect of using Authentic Material Media.
THE EFFECT OF KWL TECHNIQUE ON STUDENTS' SPEAKING SKILL OF ENGLISH EDUCATION PROGRAM AT POTENSI UTAMA UNIVERSITY

&lt;p&gt;This study was conducted to investigate the effect of KWL technique on students' speaking skill. The goal of this investigation was to figure out whether the use of KWL technique had effect on students' speaking skill. The study used research by doing Classroom Action Research design. The population of this study was 40 English Education program students of Potensi Utama University in the fourth semester of 2017-2018 Academic Year. A placement test was given to 40 students. Forty students were taken as the sample of this research. Foretest and Aftertest was designed using analysis descriptive and quantitative. The average value for cycle I and cycle II shows the average which increased substantially. Furthermore, this significant difference means that cycle II more effective than cycle I. The results of the questionnaire analysis clearly indicate increases when learning the speaking skills through technique KWL.&lt;/p&gt;