Reviewerly/exHarmony huggingface dataset:
Design Flood Discharge of 50 Years in Garang River Using Nakasayu Synthetic Unit Hydrograph Method

Abstract: Various kinds of buildings in civil engineering require careful planning. For example, in the planning of a water building needed a method to calculate the design flood discharge before starting to plan the dimensions of the building to meet the effectiveness of the water structure. Design flood discharge can be determined using several hydrograph methods that have been used in water building planning in Indonesia. One of the popular hydrograph method used is the Nakayasu Synthetic Unit Hydrograph method. In this case, the design flood discharge is located in the Garang watershed, precisely in Semarang City, province of Central Java, using rainfall data for the past 16 years. Hydrological analysis is carried out first before determining the design flood discharge with a return period of 2, 5, 10, 25, and 50 years. The results of the design flood discharge using Nakayasu method respectively were 305,522 m3/s, 390,742 m3/s, 447,783 m3/s, 520,560 m3/s, and 574,912 m3/s.
Psychological resources of management of pedagogical education at the university in the context of global changes

The article covers the problem of searching for psychological reserves for finding managerial mechanisms to accelerate the transformation of the national university educational system. There is a decrease in the population's assessment of ongoing reforms, which is partially caused by the lack of teachers’ activity to work out an adequate concept of development, the loss of the very meaning of university education, its substitution by different values, and, most importantly, the lag of universities in the transfer of modern knowledge. It is obvious that all developed educational technologies are aimed at accelerating of one of the slowest learning processes in education. One of the ways to reduce learning time is related to the digitalization of education, which theoretically tends to zero thanks to the introduction of microchips that connect the human mind with the computer. However, there are technologies of knowledge transfer that do not form professionals, who, in addition, must have certain competencies, experience and personal qualities. In the context of searching for effective ways to develop pedagogical education, attention is drawn to the study of the results of increasing its species diversity, as well as the integration of its main types - formal, non-formal and informal. Besides, it is important to change the position of the student outlining ways to prepare the educational elite, the main difference, the specificity of which is its universality. This can be achieved by creating a new geographically closed space, a new innovative environment, the beginnings of which began to manifest in the situation of the pandemic: an intellectual civilization aimed to provide conditions for the symbiosis of population, scientific knowledge and production. Further development of pedagogical knowledge in a high-tech society is impossible without integration with science. The growth of the scientific component, the active introduction of scientific methods forms the ability to foresee and predict the future, thereby turning pedagogical universities into an innovative information and educational environment.
PROFIL MOTIVASI UNTUK MELANJUTKAN PENDIDIKAN KE PERGURUAN TINGGI SISWA KELAS XII SMAN 4 GARUT

This study aims to get an overview and to understand in depth about the motivation to continue education to higher education students of class XII SMAN 4 Garut. The approach in this research is descriptive quantitative. Retrieval of data using the interview method. The subjects in this study were 5 students. The results of this study indicate that the factors inhibiting participants in continuing their studies to higher education include: Lack of interest in student learning towards education and higher education, lack of motivation from parents to improve their children's education, high costs of education in tertiary institutions and the economic condition of parents who insufficient or even inadequate, the requirements set by the desired tertiary institution are not fulfilled, and the community does not care less about education.Keywords: Motivation, Education to college
Siberian Philosophy in the Situation of “Desacralization” of Scientific Knowledge

The paper considers the phenomenon of “desacralization” of scientific knowledge as a consequence of the development of virtual Internet technologies. It is shown that the process of desacralization of knowledge can be a decisive factor in the reconfiguration of the existing hierarchy of scientific knowledge. This can help to bridge the intellectual gap existing between the metropolitan and provincial science. “Intellectual challenge” is considered as a characteristic of the current state of Siberian philosophy and as part of the larger waves of intellectual challenge that faces all philosophical and social sciences and is formed as a result of changes in the quantitative and qualitative characteristics of scientific knowledge.
Makine Öğrenmesi ve İş Zekası Yöntemleriyle Mobil Uygulamaların Başarısı Arttırılabilir mi?

The number of applications developed for mobile platforms is increasing as developer interest is largely directed towards mobile platforms.In addition to the IOS platform, Google Play Store, one of the main platforms where developed mobile applications are published, also has a lot of developer interest, especially because it is open source.But there is no platform that developers can benefit from for elements such as the success that the developed application can provide or what features it should have.In this study, this problem was addressed.Accordingly, it is aimed to estimate and classify success according to the characteristics of the developed application.In addition, the evaluation of the developed application within the scope of business intelligence according to the characteristics of the previously developed applications is one of the main points of the study.Within the scope of the research, Decision Tree Regressor (DTC), Random Forest Regressor (RFR), K-Neighbors Regressor (KNN) and AdaBoost Regressor (ABR) were used for application rating estimates and the accuracy of the metrics were tested with R square score (R2), Mean Square Error (MSE) and Root Mean square Error (RMSE).Estimates for classification Random forest classification (RFC) decision tree classification (DTC), the K-Neighbors Classification (KNC), Classification MLP (MLP), AdaBoost Classification (ABC) and naïve Bayes (GNB) has been tested with the algorithms used and the accuracy of confusion matrix metrics.In this context, DTR with 80.73% and RFR with 82.89% gave the best results for rating estimation, DTC with 86.08% and RFC algorithms with 89.83% gave the best results for success classification.All predictions made with machine learning management in the scope of the study are dynamically shown in the web interface using the Flask framework.Therefore, a platform was created where developers could get Decision Support with business intelligence and the resulting results were analyzed and transferred into the work.In this way, mobile application developers will be able to see their shortcomings, if any, and have a prediction in terms of success.
Convolutional Neural Network as an Extractor Feature For Image Search

The deep learning method that can be used for image search was a convolutional neural network but there were many parameters and design decisions that were difficult to determine.In this study, a convolutional neural network method was used as an extractor feature for image search.Optimal feature extraction was performed at the last second fully connected layer (FC2) and used cosine distance as a distance metric with a threshold of 0.4.Producing the accuracy of model classification on the test data was 87.72%.
PENINGKATAN PEMAHAMAN SISWA TERHADAP TEKS EKSPOSISI DALAM MEDIA MASA MELALUI ADVANCE ORGANIZER DI SMPN

The object of the authors of this Scientific paper study is based on the fact thatstudents' understanding of the Exposition Text material is still low. In fact, bymastering of Indonesian language in general, the students do not experiencedifficulties in learning other subjects. This observation was carried out in Januaryto May 2017, because in those months the students had finished the general testand were at the end of the semester so that the condition of the students could be observed from the beginning. The Advance Organizer teaching model is one of the models in the information processing family developed by David Ausubel (1963). From this writing, it can be concluded that the existence of motivation in Advance Organizing learning the ability of students towards Exposition Text material and learning outcomes will be optimal. The more precise the motivation provided, the more successful the lesson will be. With high motivation, the intensity of student learning efforts. It will be able to increase students' understanding of the Exposition Text material in the media through the advance organizer. Keywords: Improvement, Exposition Text Material, Mass Media, Advance Organizer
Image Captioning System

Deep Learning is relatively a new field and it has grabbed a lot of attention because it provides higher level of accuracy in recognizing objects than ever earlier. NLP is also one field that has created a huge impact in our life. NLP has come a long way from producing a readable summary of the texts to analysis of mental illness, it shows the impact of NLP. Image captioning task combines both NLP and Deep Learning. Describing images in a meaningful way can be done using Image captioning. Describing an image don’t just mean recognizing objects, to describe an image properly we first need to identify objects present in the image and then the relationship between those objects. In this study we have used CNN-LSTM based framework. CNN will be used to extract features of the image while with the help of LSTM we will try to generate meaningful sentences. This study also discusses applications of Image captioning and major challenges faced in achieving this task.
The Effect of Procedural Justice on Organizational Citizenship Behavior (OCB) with Trust as the Intervening Variable

This study describes the effect of perceptions of procedural justice that employees feel on the organization and supervisor. Different sources that exist in perceptions of procedural justice will affect different OCB. This influence can be proven through the mechanism of social exchange relations that occur between organizational procedural justice and OCB which is mediated by trust. This research was conducted to determine the role of the target similarity model by examining the relationship of multifoci procedural justice, social exchange, and employee OCB together. The research sample involved nurses who worked at RSI (Islamic Hospital) Fatima Cilacap. Data collection was carried out using survey methods and questionnaires. Data analysis was performed using simple regression analysis through mediation. The results of this study found that the role of procedural justice in an organization is very important. Employees who have a perception of procedural justice will feel highly valued in their role as part of the organization so that the OCB shown to the organization tends to be high. The higher the level of perceptions of procedural justice felt by employees, the motivation of these employees to always show a higher OCB towards the organization and supervisor will also increase.
Development and use of educational resource in a pedagogical university on an inter-scientific basis

In the presented paper, the key problem of higher education pedagogy is updated, the solution of which allows the transfer of teacher education to a qualitatively new level in the context of inter-scientific interaction. Using the methods of comparative, factor analysis, inductive-deductive, hypothetical and synthetic methods, a model has been developed for the formation of an information-educational resource and its use in the educational process of a university. The originality of this model is characterized by the novelty of the methods for the formation and implementation of the developing potential of the numerous multilateral inter-scientific relations of pedagogy with other human sciences. It is established that the information and educational resource formed on an inter-scientific basis has a developing focus. Its implementation ensures the integration of the teacher education content, the development of a mechanism of inter-knowledge interaction, the formation of complete and holistic, metadisciplinary knowledge, universal professional skills and competencies of students. In accordance with this, the path of organizing integrative educational and cognitive activities through expert development and implementation of a database of people in the educational process of a pedagogical university is substantiated. The advantage and priority of using in the training of future teachers the developing potential of inter-scientific communication in comparison with the traditionally used simplest binary connections of pedagogy and other sciences is proved. The developed technology for teaching students of a pedagogical university in the context of inter-scientific communication using a developing educational resource can be useful to both teachers and masters, graduate students, doctoral students who have mastered the metalanguage culture of conducting educational and scientific research. It can be used in teaching undergraduate and graduate students in other areas and profiles of training.
DESIGN OF KOST RENT INFORMATION SYSTEM

Rumah Kost Hj. Gaby is one of the many boarding houses for rent around industrial areas and offices in the Tg. Priok area, North Jakarta. This boarding house still uses a board in front of the house to indicate that the house is rented out for boarding. This method is less effective in promoting the boarding house because prospective tenants must accidentally pass and see the promotion board. The down payment for boarding and monthly rent still has to meet directly with the owner of the boarding house so that it requires special time. The boarding rental information system that is designed is expected to help prospective tenants or tenants to make more practical order and payment transactions, in addition to helping boarding owners tidy up their boarding room rental management The methods used in this research are: interviews, observation, and literacy studies for data collection. Meanwhile, the model used for software development uses the Rapid Application Development Model (RAD). The results of this study are expected to assist boarding owners in promoting their boarding houses and also provide a more effective way of conducting transactions related to the boarding houses.
A LOOK AT ADVANCES IN CNN-BASED CROWD COUNTING APPROACHES

Crowd counting is one of the booming topics and has a large number of applications such as urban planning, public safety, video surveillance etc.Our aim is to compare and analyze and highlight architectural specifications of three state-of-the-art convolutional neural network (CNN) based crowd counting algorithms.These algorithms were developed to perform successfully in a wide range of scenarios, the occurrence of many challenges such as uneven density in the crowd scene, variations in perspective and scale of the image.Spatial Divide and Conquer Network(S-DCNet) makes use of divide and conquer based strategy in the spatial domain of image.In Congested Scene Recognition Network (CSR-Net), it uses dilated kernels and a simple CNN front-end.Spatial/Channel-wise Attention Regression Network (SCAR) instead of just focusing on local appearance it mainly focuses on pixel-wise context of the image and tries to reduce the mistakes on background estimations.From the study, SCAR shows the best performance among these.
KLASIFIKASI STATUS KEMISKINAN RUMAH TANGGA DENGAN METODE SUPPORT VECTOR MACHINES (SVM) DAN CLASSIFICATION AND REGRESSION TREES (CART) MENGGUNAKAN GUI R (Studi Kasus di Kabupaten Wonosobo Tahun 2018)

The poor are people who have average monthly expenditures per capita below the poverty line. Wonosobo District became the poorest district in Central Java in 2011-2018, although the percentage of poor people has decreased every year. It cannot be separated from the efforts of the Wonosobo District Government to overcome poverty through various programs. This study classified households in Wonosobo District in 2018 as poor and non-poor based on influencing factors. This study used the Support Vector Machines (SVM) method to be compared with the Classification and Regression Trees (CART) method. It used the data from the 2018 National Socio-Economic Survey of Central Java with a total of 795 observations. Result of the research using the SVM method and the RBF kernel, the classification accuracy reaches 89.82% then the classification accuracy using the CART method reaches 87.08%. GUI designed by RShiny package can make easier for users to analyze the SVM and CART with the valid output.
SUPPLEMENTARY MATERIALS WITH THE LOCAL STORIES FOR EXTENSIVE READING ACTIVITY FOR THE NINTH GRADE OF SMP

This study aims at developing supplementary reading materials with local values of Sukadana for extensive reading activity designed for the ninth grades students of SMPN 1 Sukadana. Using research and development model adapted from Hyland (2003) and stages of materials development model adapted from Tomlinson (2012) as the bedrock of the study, supplementary reading materials containing four local stories is produced. The pictures and illustrations laid were able to assist the students in understanding the texts and also to attract them to read. The students are expected to use this product as additional materials for extensive reading activity since such materials are not available in their school library and in the market. In addition, teachers can implement Extensive Reading activity by utilizing this product since it can help the students to read more fluently and to expand their knowledge.
Effect of Directed Activities Related to Texts on English Writing Skill: Relevance and Adequacy of the Content of Grade XI Students

This paper addresses the effect of directed activities related to texts (DARTs) on English writing skill: relevance and adequacy of the contents. An experimental study was conducted through true pre test post test control group design. A public sector degree college for boys from district Lahore was selected as sample of the study. Sixty students out of 400 enrolled in session 2018-19 were selected and divided into two equal groups randomly. DARTs were intervened continuously for 16 weeks to the experimental group. Students’ English writing skill: relevance and adequacy of the content was measured through a supply type English writing skill test. Test was marked according to the rubrics Test of English for Educational Purpose (TEEP) by Reading University. Data were analyzed by using repeated measures paired sample t test and independent sample t test. Findings revealed that Directed Activities Related to Texts (DARTs) were effective for teaching English writing skill: Relevance and adequacy of the content. Teachers teaching English as second language at grade XI were recommended to teach text by implementing DARTs as classroom activities for teaching English writing skill. Students of grade XI were also recommended to practice DARTs to improve their English writing skill
Analysis and Design of Administrative Data Management Using an Elicitation Approach (Case Study: LKP Putra Putri Indonesia)

This research aims to analyze and design an administrative data management information system in LKP3I, which currently manages it is still manual, namely using Ms. Excel office tools, so it often experiences problems such as accumulation of documents, difficulty finding data, and scattered data of course participants. The application development process using the waterfall model includes collecting data and information, at the analysis stage using the elicitation approach technique which is represented by system modeling, namely flow maps, context diagrams, and data flow diagrams. Construction of web-based application systems using the programming languages VB.Net and Ms. Access as database management system, testing and evaluating the feasibility of the system using the BlackBox and group discussions. Based on the results of the research and system evaluation conducted, the prototype of the LKP3I administrative data management system that was built through the elicitation approach received a fairly good assessment, which proves that the hypothesis in this study has been tested. Respondents can receive the results of the information system prototype that will be implemented with the provision of improved specifications and functions of user requirements.
Orchestral writing into the I. Stravinsky’s opera «Mavra» in the aspect of general and singular

The purpose of this article is to study I. Stravinsky’s opera «Mavra» in the aspect of embodiment of «universals» (by S. Savenko) of the composer’s orchestral logic and usage of specific devices of orchestration, spawned by original artistic idea and genre traits of the opera. The article applies such methods of this scientific research as genre, historical and system-functional. The scientific novelty of the investigative article is caused by the fact, that it is foremost research in domestic musicology of specifics of «Mavra’s» orchestral writing on intersection of general and singular. Conclusions. The analysis of orchestral writing in «Mavra» allowed us to draw the following conclusions a namely specifics of orchestral writing are caused by peculiarities of selected model’s genre as well as by orientation towards the theatre of representation; orchestral writing reveals multi-figure and combinative principles, which, if one is to use the terms of S. Savenko, might be described as «universals» of orchestral writing; specifics of orchestral writing is defined by the interaction of the two projection of I. Stravinsky’s orchestral logic: general and singular (special); composer tends to use multi-figure and combinative methods in a concealed way, with some transfigurations (rhythmic-intonation configuration of figures is being reduced as they become akin to formulae), that reflects universal artistic inclination towards game and variative thinking on multiple levels of artistically-aesthetic integrity; timbre and texture structure of the opera is marked by lack of full string group in the orchestra, relatively rare changes of timbres and timbre combinations compared to early ballets, smaller quantity of timbre combinations on the vertical axis, more pronounced continuity of time; omission of complicated combinative and multi-figure composition principles, that causes the orchestral space to be dimensional.