Reviewerly/exHarmony huggingface dataset:
System Analysis and Forecast of Yield Time Series Based on Neural Network Technologies

With the help of neural networks, it is possible to automate the processes of pattern recognition, adaptive control, forecasting, creating expert systems, etc. Neural networks can successfully solve problems that traditional methods cannot cope with, relying on incomplete, noisy or modified information.In its pure form, neural network modelling is based solely on data without using a priori theories.The North Kazakhstan region is the object of the study.The paper uses the theory of random processes and high-order Markov chains, allowing to build a model of a series; statistics and econometrics, which are used to select a plurality of lagged variables that affect predictive indicators, and to estimate the probability matrices of transitions between states; nonlinear optimisation methods to construct a nonlinear trend model with harmonic components aimed at predicting the low-frequency component of a time series.The artificial neural network will be implemented using Matlab.Studies have shown that the yield time series are persistent, that is, they have the effect of "long-term memory".Autoregressive models cannot act as an adequate tool for modelling and forecasting such series.The practical significance of the study lies in the possibility to use the results to enhance plant yield at agricultural enterprises.
SIVA - Systematic Intra Voting Authenticator

Abstract: Presents a platform based on modern blockchain technology that provides maximum transparency and reliability of the system to build a trustful relationship between voters and election authorities. Without using any actual polling places, voting activity can be conducteddigitally over blockchain using the infrastructure provided by the Systemic Intra-Voting Authenticator. With the help of blockchain technology, transactions are recorded in a decentralised digitalledger across a number of computers, making it impossible to change the record in the pastwithout also changing all following blocks and getting network consent. It can be incorporated into voting processes to ensure an impartial election and lessen injustice. The Systemic Intra-Voting Authenticator uses adaptable consensus algorithms to support a scalable blockchain. Consensus algorithms are employed to make sure that each distributed system node is in agreement with the same system state. The voting transaction is made more secure and safe thanks to the Blockchain Security Algorithm used in the system. In order to execute a transaction in the chain, smart contracts offer a safe channel between users and networks. Smart contracts are automated contracts in which the contents of the agreement between buyers and sellers are entered directly into the contract.
Suspicious Activity Detection from Video Surveillance Using CNN Algorithm

Abstract: Suspicious Activity is predicting the part or joint locations of someone from a picture or a video. Human suspicious Activity is one amongst the key issues in laptop vision that has been studied for over fifteen years. it's necessary due to the sheer variety of applications which mightlike Activity detection. for instance, human cause estimation is employed in applications as well as video police investigation, animal following and behavior understanding, language detection, advanced human-computer interaction, and marker less motion capturing. Low price depth sensors have limitations like restricted to indoor use, and their low resolution and yelling depth info build it troublesome to estimate human poses from depth pictures. Hence, we have a tendency to attempt to use neural networks to over- return these issues. Suspicious act recognition from police investigation video is an energetic analysis space of image process and laptop vision. Through the visual police investigation, human activities may be monitored in sensitive and public areas like busstations, railway stations, airports, banks, searching malls, faculty and faculties, parking tons, roads, etc. to stop act of terrorism, theft, accidents and ill-gotten parking, vandalism, fighting, chain snatching, crime and different suspicious activities.
Penerapan Model Problem Based Learning pada Pembelajaran Tematik untuk Meningkatkan Hasil Belajar Siswa Sekolah Dasar

This research was motivated by the low thematic learning outcomes of students. This study aims to determine whether the application of the Problem Based Learning model can improve student learning outcomes in elementary schools. research is a qualitative and quantitative research conducted using Classroom Action Research (PTK) for 2 cycles. The research subjects were fifth grade students of SD Negeri 03 Pandam Gadang. This research was conducted in 4 stages, namely planning, implementation, observation and reflection. This research data collection technique consists of observation, tests and documentation of research instruments are observation, tests and non-tests. The results showed an increase seen from (1) Assessment of teacher activities in cycle I 82.14% good qualifications (B), cycle II to 92.85% very good qualifications (SB) because the implementation of learning carried out has fulfilled the steps of the Problem Based Learning model. (2) Assessment of student activities in cycle I average student score 65.73 with sufficient predicate (C), cycle II 80.83 with good predicate (B). (3) Assessment of student learning outcomes in cycle 1 average student score 65.73 with a predicate of sufficient (C), cycle II 80.83 with a predicate of good (B). It can be concluded that the application of the Problem Based Learning model can improve the learning outcomes of grade V students in elementary schools.
Calculation of the Risk Index for Diarrhea, ISPA, and Pneumonia in Toddlers in the City of Bandung Using Geographically Weighted Principal Component Analysis

Diarrhea, ISPA, and pneumonia are infectious diseases that are prone to occur in toddlers. The management of these three diseases is included in the Republic of Indonesia Ministry of Health's National Priorities for 2020-2024. One area that has a high risk of diarrhea, ARI, and pneumonia in toddlers is the city of Bandung. Effective and efficient disease control is needed, namely by controlling the three diseases simultaneously which can be emphasized on improving environmental quality, especially in areas with high disease risk. The analysis found that there is a spatial dependence on each variable and each variable is correlated with one another. Therefore, in this study used Geographically Weighted Principal Component Analysis (GWPCA). Calculation of the risk index and mapping with GWPCA produces a combined risk index of the three observed diseases by considering the spatial dependence of the data.
Development of E-LKPD Based on A Scientific Approach for Students of MAN 2 Model Medan

This study aims to develop an E-LKPD based on a scientific approach at MAN 2 Model Medan. The results of this study are in the form of an Electronic Student Worksheet (E-LKPD). Data collection using validation questionnaires, practical questionnaires, student activity sheets, and student response questionnaires to E-LKPD based on a scientific approach. The trial of the E-LKPD was carried out face-to-face in Class X-4 at the MAN 2 Model school. The results of this development research are an E-LKPD based on a scientific approach for students of MAN 2 Model Medan showing that: (1) The E-LKPD developed is stated to be valid based on the assessment of experts and math teachers with an average validity rating of 84.23% with a score "Valid", (2) E-LKPD based on a scientific approach was declared practical based on an assessment from a mathematics teacher with a proportion of 81.73% and an assessment from students X-4 MAN 2 Model with a proportion of 92.8%, (3) E- LKPD based on a scientific approach has been declared effective based on an assessment from the student response questionnaire with a score of 84% and an assessment from the student activity observation sheet with a value of 88.15 and categorized as very positive. From the results of the analysis above, it can be interpreted that the E-LKPD based on the scientific approach of the Medan Model MAN 2 students is valid, practical, and effective in using the E-LKPD in schools.
The Mark Usage as Message Nuances in Digital Chat Communication Between Japanese and Indonesian Written Communication

Exclamation mark or kantanfu in Japanese, is one of written language elements used to convey expressions. Based on exclamation mark usage, the meaning and nuance of a sentence could differ. Amidst the COVID19 pandemic that limits one’s interaction to another, the frequency of digital communication has significantly increased. Digital communication through chats has become an activity that cannot be separated from everyday life. Therefore, it is important to understand exclamation marks correctly. The aim of this study is to avoid misunderstandings that could happen through chats in Japanese. This study will compare the use and interpretation of exclamation marks in Japanese chat between Indonesians and Japanese. Japanese chat messages containing exclamation marks were analyzed using Hymes’ SPEAKING theory. This study uses Creswell's convergent mixed methods, with quantitative data of Indonesians’ questionnaire survey results, and qualitative data of interviews with Japanese people. Study results show that there are differences in the use and function of exclamation marks between Indonesians and Japanese.
Digital-Based Basic Accounting Training for Accounting Students at SMK N 1 Pangkalpinang (Series: 2)

Basic digital-based accounting skills, especially operating accounting computer applications, is a challenge for students majoring in accounting at SMK N 1 Pangkalpinang, given the ever-evolving application technology. The training we carry out can support students to improve their skills. Series training: 2 uses an accurate educational series application. This training consists of understanding and operating order financing with an accounting computer, analyzing return merchandise authorization (RMA), analyzing memorize transactions and recuring, operating file menus on an accounting computer, and operating reports with an accounting computer. Digital-based basic accounting training for students majoring in accounting at SMK N 1 Pangkalpinang (series: 2) has been successfully implemented, as seen from the ability of the trainees to operate accounting computer applications (accurate) and are able to make financial reports with accounting computers.
The Implementation of Picture Media as an Effort to Introduce EnglishVocabulary to Elementary Students at SD Negeri Palatiga, Baubau City

Picture media is one of the educational media that aims to trigger and stimulate the right brain so that the child can receive the information. This community service aims to provide information about learning models that can be used in English learning activities, which aims to make learning more interesting, attractive, creative, and fun. In addition, the purpose of implementing this community service is to train students’ skills, so that they can think critically and to be active in learning English in the class by using picture media. In this community service activity, the servant teaches by using two learning methods, namely the lectures method and the practical method. The results of this activity shows that the students seem more enthusiastic and active during the learning process. Then, their motivation and enthusiasm also arise from the studens themselves to learn English vocabulary.
Psychometric instruments in software engineering research on personality: Status quo after fifty years

Although software development is a human activity, Software Engineering (SE) research has focused mostly on processes and tools, making human factors underrepresented. This kind of research may be improved using knowledge from human-focused disciplines. An example of missed opportunities is how SE employs psychometric instruments. Provide an overview of psychometric instruments in SE research regarding personality and provide recommendations for adopting them. We conducted a systematic mapping to build an overview of instruments used within SE for assessing personality and reviewed their use from a multidisciplinary perspective of SE and social science. We contribute with a secondary study covering fifty years of research (1970 to 2020). One of the most adopted instruments (MBTI) faces criticism within social sciences, and we identified discrepancies between its application and existing recommendations. We emphasize that several instruments refer to the Five-Factor Model, which despite its relevance in social sciences, has no specific advice for its application within SE. We discuss general advice for its proper application. The findings show that the adoption of psychometric instruments regarding personality in SE needs to be improved, ideally with the support of social science researchers. We believe that the review presented in this study can help to understand limitations and to evolve in this direction.
Pengaruh Media Komik Terhadap Peningkatan Hasil Belajar Siswa Sekolah Dasar 2 Alasangker, Buleleng, Bali

This study aims to determine the influence of Gautama Buddha's history comic media on learning outcomes of Elementary School 2 Alasangker. The method used in this research is quantitative research with experimental design. The instruments used in this research were questionnaires and evaluations which were distributed to 30 religious Buddhist students. The data obtained were then analyzed using a Likert scale and tested using the t-test. The results of this study indicate that comics have a very strong influence on, attractiveness, interest, motivation and understanding of learning each with an increase in learning outcomes, when viewed from the percent achievement of 88.33%, 89.16%, 77.50%, 88 ,66% (benefit). 85.83%. 93.33%, 80.83%, 74.16% (attractiveness). 86.66%. 78.33%, 71.66%, 80.00% (interest). 80.83%. 56.66%, 71.66%, 70.83% (motivation). 75.00%. 91.66%, 76.66%, 95.83% (understanding). From the results of the calculation of the comic media questionnaire with an increase in learning outcomes in total, the percentage of achievement is 80.58%. Furthermore, based on the t-test results from the evaluation of the learning achievement of Gautama Buddha's History material, it turns out that the media has a great influence on increasing learning outcomes. So, students are expected to learn well through the media used in the learning process so that they can improve their learning outcomes.
Bentuk Tari Munai Serapah di Sanggar Seni Sedulang Setudung Kabupaten Banyuasin (Komponen Nonverbal)

The purpose of this study was to determine and describe the form of Munai Serapah Dance in Sedulang Setudung Art Studio, Banyuasin Regency. The method used in this research is the qualitative method. The data collection techniques in this research are observation, interviews, and documentation. The data analysis technique used is data reduction, data presentation, and conclusion drawing. The results showedthat the body movements in munai serapah dance use basic Malay movements that are developed and created so as to create movements and music that are in harmony without reducing the meaning of the dance conveyed. The floor patterns used in Munai Serapah dance are arrows, circular, angled, straight, "V" shape, "A" shape, and face. the makeup used in Munai Serapah dance is stage makeup. Stage makeup is makeup intended for performance.This makeup is more assertive and bold and emphasizes certain effects such as the eyes, nose, lips, and eyebrows so that special attention is drawn to the face because theface is to be seen from a distance under bright lights. The music that accompanies the Munai Serapah dance was created simultaneously with the creation of the dance. Raden Gunawan is the music director as well as the dance director of Munai Serapah dance, adjusting between dance and music, and vice versa between music and dance. Munai Serapah dance accompaniment music was created using typical Malay musical instruments and modern musical instruments but still maintains the characteristics of thick Malay music. The musical instruments used in Munai Serapah dance include drums, organ, guitar, bass, drums, and vocals.
Perancangan Media Pembelajaran Menggunakan Android pada Mata Pelajaran Dasar-dasar Algoritma dan Pemrograman untuk Siswa Kelas X TKJ SMKN 1 Baso

Prior to this, learning the basics of algorithms and programming for class X TKJ SMK N 1 BASO has not used varied learning media so that students lack motivation in learning. This study aims to develop learning media using android in the lessons of the basics of algorithms and programming to and determine the feasibility of the developed learning media. This study uses the ADDIE development method, namely: 1. Analyze (Analysis), 2. Disign (design design), 3. Developme (development), 4. Implementation (implementation), 5. Evaluation (evaluation). This research was conducted at SMK N 1 BASO in early January to late January 2021 and to determine the feasibility of this product. From the product test that the author did, he obtained a validity test with an average value of 0.90 which is very valid, the author's practicality test got an average of 1.0 with a very high category, and the author's effectiveness test got an average value of 0.98, based on the results of this product test, can help students, teachers or lecturers who will conduct research in the field of education so that research can be continued to see the success of using this learning media for students and prospective teachers and teachers can develop material from this design that has been designed.
Pengaruh Model Pembelajaran Time Toke Terhadap Kemampuan Menulis Teks Prosedur Siswa Kelas XI SMA Negeri 19 Palembang

The purpose of this study was to determine the effect of the time token learning model on the ability to write procedural texts for class XI students of SMA Negeri 19 Palembang. The research method used is the Poss Experiment - test Only Control Design method. test data collection. The data analysis technique used is a test technique. The results of the study on the ability to write procedural texts for class XI students of SMA Negeri 19 Palembang. The results of the calculation of student learning data valuesusing the t-test (T Test from Anova) contained in a SPSS V 22 program show that which means if the Sig value &gt; 0.05, then the data distribution is homogeneous, and if the Sig value &lt; 0.05 then the data distribution not homogeneous. The result of the calculation of the significant value above the value obtained is a t-test of 0.28 &gt; 0.5. It means that the Sig value &gt; 0.05, the researcher concludes that "There is an influence of the Time Token Learning Model on the Ability to Write Procedure Texts for Class XI Students of SMA Negeri 19 Palembang".
Legal Insights on Token Model

Blockchain technology allows data or information to be digitally recorded, ensuring its security by making it impossible to modify or delete it after closing the blocks related to this data or information. Basically, with blockchain, no new elements can be added to the already closed blocks, they can only be read. The blockchain creates the conditions for the secure transfer of information between different people and entities by applying certain pre-established encryption keys. Access to an online network also allows the use of blockchain-specific infrastructure. This article represents a primer in Romanian on blockchain, token economy, and related legal structures.
PRACTICAL USAGE OF INTERNET RESOURCES FOR STUDENTS OF HIGHER EDUCATIONAL ESTABLISHMENTS

The issue of improving the methods and forms of teaching foreign languages is always important for education in the light of improving the quality and efficiency of foreign language professional training of specialists in any field.In the article it is claimed that in the modern methodology of teaching foreign languages, the emphasis has shifted from the formation of students strong systematized knowledge to form the ability to act independently.Internet resources help in foreign language classes to implement personal-oriented approach to education, to ensure individualization and differentiation of education, take into account students' abilities, their level of education, inclinations, interests, etc.The main aim of this article is to define forms and methods of using Internet resources in the process of learning English with students and during their own practice.Such tasks as determination of the means of Internet resources, establishing the main directions of using Internet resources for the formation of language competences; characterization the directions of using Internet resources for the formation of reading and writing competencies are stated in the scientific work.The expediency is substantiated and the experience of using various Internet sources as a means of intensifying foreign language learning is presented in the article.The variability of the use of different Internet sources with direct filling is described, which can be used not only in the training of foreign language students, but also in practice in general secondary education institutions and directly independently in the process of self-education and practice at schools.The results of an experiment conducted among university teachers and students while using the same sites are presented and their effectiveness is determined.
SISTEM INFORMASI DESA TIPANG BERBASIS WEB

The development of the village government is currently good with the village fun budget from the central government wich aims to advance the village, current village development cannot be separated from the support of information technology, almost every village requires information technology to improve services to the community. One example is the existence of an internet program entering the village, the internet is currently not only enjoyed by urban communities but has reached rural communities. The difficulty of accessing exiting information makes researchers interested in developing a website-based village information system with the aim of improving services to rural communities, access to information can be obtained easily, using interviews, field observations, and system design, this website-based information system can improve services to the public so that information to the public can be accessed easily and accurately.
Development of Tourism Learning Media of Smkn 2 Batam Using The MDLC Method

In particular, industrial developments that contradict labor qualifications in administration and tourism have increased the demand for labor in these fields. Realizing this, in 2005, the Batam City Government took proactive measures to develop human resources in Batam City by holding a Vocational High School program located in Batam Center; Batam 2 State Vocational School was still using the online learning system due to the rampant virus disturbance, namely COVID 19. Data is a series of reports, figures, objects, symbols, &amp; descriptions collected from various sources. Data collection makes an excellent decision to serve as an information bridge for launching new products if it is in the marketing realm. In practice, there is also a preference for collecting data using an online communication message called WhatsApp and using the exclusive interview method to become a mediator between the author and Ms. Herlina. This implementation has increased the interest of Batam 2 SMK Negeri 2 students in packaging tourism learning media products regarding transfer in, transfer out, and the transfer process. The results of this study are in the form of making learning media at SMK Negeri 2 Batam in the vocational tourism sector; several animations need to be repaired again using the MDLC stages contained in the testing section.