Reviewerly/exHarmony huggingface dataset:
PL‐VSCN: Patch‐level vision similarity compares network for image matching

Image matching plays an important role in various computer vision tasks, such as image retrieval and loop closure detection in Simultaneous Localization and Mapping. The authors propose a discriminative patch-based image matching method that converts the problem of whole image matching to that of local patch matching. To construct the patch representation, the Patch-Level Vision Similarity Compare Network (PL-VSCN) is proposed to produce the patch feature. In the image matching process, local patches that potentially contain objects within images are initially detected, and the discriminative feature of each patch is extracted based on the pre-trained PL-VSCN. Then, the similarities between the patch pairs are calculated to construct the similarity matrix, and the corresponding patch pairs are detected based on the mutual matching mechanism on the similarity matrix. Experimental results indicate that the proposed PL-VSCN can generate the discriminative patch feature, which can accurately match the patch pairs with the corresponding content and distinguish those with non-corresponding content. In addition, the comparison experiments demonstrate that the proposed image matching method outperforms existing approaches on most datasets and effectively completes the image matching task.
Improving the Reading Ability of Students Using the Cooperative Integrated Reading and Composition (CIRC) Method in Class IV SDN 3 Cilangkap

&lt;em&gt;This study aims to improve students' reading comprehension skills by using the Cooperative Integrated Reading and Composition (CIRC) method. This research method was conducted in 3 cycles using a classroom action research design belonging to Kemmis and Mc Taggart. In implementing this research, the steps of the Cooperative Integrated Reading and Composition (CIRC) method are used, which are divided into three stages, namely the opening activity, the core activity, and the closing activity. The results of the research in the first cycle obtained an average value of 78.6 with the percentage of students who had completed 70% and those who had not completed were 30%. Furthermore, in the second cycle an average score of 85.5 was obtained with the percentage of students who had completed 90% and those who had not completed were 10%. Meanwhile, in cycle III, an average score of 89.8 was obtained with the percentage of students who completed 100%. The results obtained, namely the Cooperative Integrated Reading And Composition (CIRC) method can improve reading comprehension skills of fourth grade students of SDN 3 Cilangkap, Tasikmalaya Regency.&lt;/em&gt;
Implementation of KOHA Integrated Library Management System in Wollega University Main Library, Nekemte, Ethiopia

KOHA is widely used library automation software in the world and it has the provisions for all library operation. This paper appraised the implementation of Koha in Wollega University Library and went further to enumerate and discuss the challenges faced in the implementation of Koha and provided solutions to some of the challenges faced. This paper aims to elaborate the method of installation of koha, steps towards data migration from Excel to KOHA and upgrading process of KOHA version from 17.05 to 19.05.05. This is a descriptive paper of a case study conducted at Wollega University, Nekemte. The paper identifies several issues concerning data migration within a local scenario and elaborates how koha software installed and customised for university needs. The lesson learnt and the experience gained would stand to implement a similar kind of system at various places.&#x0D; Keywords: Library Automation, KOHA, Data Migration, Koha Customization
LANGUAGE FUNCTION IN SOCIAL LIFE AND ITS INFLUENCES

AbstractLanguage becomes a necessary thing because it helps the world having the interaction. In addition, a language is a structured system of communication used by humans. Languages consist of spoken sounds in spoken languages or written elements in written languages. There are some functions of language such as communication, the expression of identity, play, imaginative expression, and emotional release. Additionally, a language may consist of other symbolic elements like hand gestures in sign languages. Language becomes a necessary thing because it helps the world having the interaction. There are some functions of language such as communication, the expression of identity, play, imaginative expression, and emotional release. Human needs social life and social life need human. The functions of language give big impact to many aspects especially in social life. In this study, the use of language and how the function of language can give impact to society. Keywords: function of language, society, system
TEACHING PROCESS OPTIMIZATION OF PROFESSIONAL DISCIPLINES BASED ON THE GRAPHIC ORGANIZERS APPLICATION

The importance of a humanitarian component in future preschool teachers' professional training has been proved in the article. The ways of quality assessment of educational result existing in practice of teaching professional disciplines have been critically analyzed.The purpose of the article consists in representation of separate results of a local research on use of graphic organizers in the course of teaching professional disciplines for future pedagogues of preschool education institutions. It has been presented a number of native and foreign scientists' researches (Т. Buzan, М. Dulama, J. Clark, J. Perkins, О. Pometun etc.) on a problem of students' thinking activation, development of their cognitive activity, criticality. Graphic organizers have been considered as the instrument of students' thinking activation. Their leading role in intelligent perception development and initial information understanding by students in mastering of "live knowledge" has been emphasized (A. Furman). Executed analysis of theoretical fundamentals of technology of graphic organizers application allowed choosing the most effective methods that correspond to the content and nature of subject matters. The method of educational information visualization has been justified. It has been defined different classifications of graphic organizers: by the form of the information organization (М. Eppler, Р. Lengler by the type of spatial images (D. Halpern); by the way of the goal achievement (D. Clark), etc. It has been convincingly proved the expediency of graphic organizers application at different stages of a lecture: at the beginning – as a means of motivation, students' concerning about new subject, the appeal to own experience and its reflection, orientation in a new subject; in the main part of lecture – as means of educational dialogue optimization, systematization of knowledge – the method of clusters, practical simulation of a certain model of professional actions; for the purpose of quality control of the acquired knowledge abilities or a reflection of changes in result of a lecture. Various ways of graphic organizers use have been illustrated through concrete examples: insert method, «Decision Trees», «Art gallery», «6 W»; tables «What? Where? How? In what? », M-table and others. The comparison of the results of motivation levels inspection, students' communicativeness and theoretical awareness at the beginning and at the end of the local research convincingly proved significant positive shifts in students' knowledge and skills.
Evaluasi Ekstraksi Fitur GLCM dan LBP Menggunakan Multikernel SVM untuk Klasifikasi Batik

Batik as one of Indonesia's cultural heritages has various types, motifs and colors. A batik may have almost the same motif with a different color or vice versa, therefore it requires a classification of batik motifs. In this study, a printed batik was used with various coastal batik motifs in Central Java. The algorithm for classification is selected Support Vector Machine (SVM) with feature extraction of the Gray Level Co-Occurrence Matrix (GLCM) and Local Binary Pattern (LBP). SVM has the advantage of grouping data with small amounts and short operation times. GLCM as an extractive feature for recognizing batik textures and LBP was chosen to do spot pattern recognition. In the experiment, we have used 160 images of batik motifs which are divided into two, namely 128 training data and 32 testing data. The accuracy results obtained from the SVM, GLCM and LBP algorithms produce 100% accuracy in polyniomial, linear and gaussian kernels with distances at GLCM 1, 3, and 5, where at a distance of 1 linear kernel is 78.1%, gaussian 93.7%. At a distance of 3 linear kernels 75%, gaussian 87.5% and at a distance of 5 linear kernels 84.3%, gaussian 87.5%. In the SVM and GLCM algorithms the resulting accuracy is at a distance of 1 with a polynomial kernel 96.8%, linear 68.7%, and gaussian 75%. At distance 3, the polynomial kernel is 100%, linear 71.8%, and gaussian 78.1%, while for distance 5, the polynomial kernel is 87.5%, linear 75%, and gaussian 81.2%.
VALIDATION ASSESSMENTS ON RESAMPLING METHOD IN IMBALANCED BINARY CLASSIFICATION FOR LINEAR DISCRIMINANT ANALYSIS

The curse of class imbalance affects the performance of many conventional classification algorithms including linear discriminant analysis (LDA). The data pre-processing approach through some resampling methods such as random oversampling (ROS) and random undersampling (RUS) is one of the treatments to alleviate such curse. Previous studies have attempted to address the effect of a resampling method on the performance of LDA. However, some studies contradicted with each other based on different performance measures as well as validation strategies. This manuscript attempted to shed more light on the effect of a resampling method (ROS or RUS) on the performance of LDA based on true positive rate and true negative rate through five validation strategies, i.e. leave-one-out cross-validation, k-fold cross-validation, repeated k-fold cross-validation, naive bootstrap, and .632+ bootstrap. 100 two-group bivariate normally distributed simulated and four real data sets with severe class imbalance ratio were utilised. The analysis on the location and dispersion statistics of the performance measures was further enlightened on: (i) the effect of a resampling method on the performance of LDA, and (ii) the enhancement in the learning fairness of LDA on objects regardless of sample size, hence reducing the effect of the curse of class imbalance.
THE STUDY OF AUTOFEEDER LAYOUT AND THROWER DISTANCE AT CV PUTRA GUNUNG SARI SEGARA VILLAGE LELATENG KECAMATAN NEGARA KABUPATEN JEMBRANA, BALI PROVINCE

&#x0D; Feeding is one of the factors that influence shrimp farming. Feeding should be done regularly. The amount of feed can affect the shrimp's growth. Less amount of feed can hinder the shrimp’s growth and the shrimp become malnourished. On the other hand, the high amount of feed can cause contamination from wasted food scraps. Autofeeder is a technology that can regulate shrimp feeding. Automatic fish feeder is a tool that can automatically spread shrimp feed and adjust the frequency of feeding. Besides, the automatic fish feeder can also reduce the effort and time for farmers to feed fish. The purpose of this research is to learn about the Autofeeders operation, layout, and thrower distance in CV Putra Gunung Sari Segara, Lelateng Village, Kecamatan Negara, Kabupaten Jembrana, Bali Province.&#x0D; &#x0D; &#x0D; Keywords&#x0D; Atofeeder, layout, and the thrower distance&#x0D;
Pengaruh Brainwriting Berbasis Learning Management System (LMS) Terhadap Kemampuan Menulis Teks Eksposisi Siswa

Abstrak: Penelitian ini mengaplikasikan model Brainwriting berbasis learning Management System (LMS) terhadap peserta didik kelas X SMK Ma’arif Kota Batu untuk membuktikan efektifitasnya pada pembelajaran menulis karangan teks eksposisi. Metode penelitian yang digunakan adalah eksperimen ( Quasi Experimental Design). Desain yang diaplikasikan termasuk dalam non-equivalent control group design Posttest Only Control Group Design ( POCGD ) dengan sampel sebanyak 40 orang yang terbagi menjadi dua kelompok, (X RPL) sebagai kelompok eksperimen dan (X-TO2) sebagai kelompok kontrol. Instrumen penelitian menerapkan tes tulis untuk mengukur hasil belajar menulis karangan teks eksposisi. Uji statistik alpha Cronbach, Kolmogorov-Smirnov, Levene Statistic, independent t-test yang diberdayakan dalam penelitian ini. Hasil uji statistik independent t test oleh 2 penilai menunjukkan Sig. (2- tailed ) sebesar 0.000 dengan kesimpulan ditolak dan diterima. Dengan begitu dapat disimpulkan ada pengaruh dengan diterapkannya model brainwriting berbasis LMS terhadap kemampuan menulis karangan teks eksposisi. Abstract : This research ap p lied the brainwriting model learning Management System (LMS)-based on students in class X SMK Ma'arif Kota Batu to prove its effectiveness in learning to write exposition text. The study method used is experimental (Quasi-Experimental Design). The design applied was included in the non-equivalent control group design Posttest Only Control Group Design (POCGD) with a sample of 40 people divided into two groups. X-RPL as an experiment group and X-TO2 as a control group The research instrument applied a written test to measure learning outcomes write essays text exposition. Cronbach's alpha statistic test, Kolmogorov-Smirnov, Levene Statistics, independent t-test were used in this study. The results of the independent t-test statistic test by 2 assessors showed Sig. (2-tailed) of 0,000 with the conclusion that is rejected and is accepted. Thus it can be concluded that there is an influence by the implementation of the LMS-based brainwriting model on the ability to write essays text exposition .
Designed and Implementing of Quadcopter Control Unit Capable of Tracking and Detecting Airplanes Types

The goal of this study is to design and implement a new idea for air-launched quadcopter control unit using the digital video processing. In this study, itâ€™s endeavored to transmit the captured videos by a camera embedded on the quadcopter via video transceiver and after pro-cessing, the ground station relays appropriate command to the quadcopter to tracking target. Moreover, itâ€™s desired to detect a target in the sky and both stay in one direction until detect the target when intercepting toward the target and the quadcopter intercepts the target in every direction. In order to identify the type of aerial targets, the dimensions are studied at different intervals, which makes military and non - military goals detected at different intervals.Â Â
THINK TANKS IN ALBANIA: A CASE OF A FLAWED POWER-KNOWLEDGE NEXUS

Think tanks are widely considered to be an important part of political life in mature democracies (McGann, 2019). The aim of the article is to present a preliminary characterisation of the institutional landscape of think tanks in Albania, based on the results of a qualitative and quantitative study conducted at the turn of 2017. The paper starts with presenting the specific features of the Albanian think tank sector and then proceeds to identify two major, yet interlinked, challenges facing Albanian think tanks, namely: (i) the lack of any internal political and institutional market for their research products, which is evidenced by their negligible impact on the policymaking process; (ii) the dependence on financing from external donors, which seriously constricts the autonomy of Albanian think tanks in defining their research agenda. The authors propose that this analysis of Albanian think tanks will aid in understanding how the Albanian political system functions as a whole.
Dasboard Monitoring Mahasiswa Dan Lulusan Untuk Meningkatkan Potensi Penerimaan Mahasiswa Baru Serta Strategi Pemasaran

In the development of information technology today, information technology can be used in various aspects of the world of work to help and facilitate the work, one of which is in the field of education or academic. One example is at a university. The university is very important in looking at and monitoring the performance of its students and graduates, to support the need for information quickly and up to date on various business processes, so that executives at a university can see the development and analyze the data well. This research will use the science of information technology namely business intelligence by using the OLAP (Online Analyctical Processing) method that there are stages in it, among others, Analysis Services Project, Integration Service Project, and Reportin. This research was designed with a monitoring system through a dashboard. This dashboard with a Business Intelligence perspective not only dynamically monitors, but also provides predictive results information to support decisions for executives at a university
A comparison study of NoSQL document-oriented database system

By increasing data generation at these day, requirement for a sufficient storage system are strongly needed by stakeholders to store and access huge number of data in efficient way for fast analysis and decision. While RDBMS cannot deal with this challenge, NoSQL has emerged as a solution to address this challenge. There have been plenty of NoSQL database engine with their categories and characteristics, especially for document-oriented database. However, it makes a confusion for the system developer to choose the appropriate NoSQL database for their system. This paper is our preliminary report to provide a comparison of NoSQL databases. The comparison is based on performance of execution time which is measured by building a simple program. This experiment was done in our local cluster by exploiting around 1 million datasets. The result shows that RDB has better performance than CDB in terms of execution time.
Sociological approaches to the study of external competitive environment in education

The results of modern research in the ﬁeld of sociology of a competitive external educational environment are considered. The concept of the competitive environment of the educational organization is deﬁned and the behavioral, functional and institutional components are singled out.
Will you be my quarantine: A computer vision and inertial sensor based home exercise system

The quarantine situation inflicted by the COVID-19 pandemic has left many people around the world isolated at home Despite the large variety of mobile device-based self exercise tools for training plans, activity recognition or repetition counts, it remains challenging for an inexperienced person to perform fitness workouts or learn a new sport with the correct movements at home As a proof of concept, a home exercise system has been developed in this contribution The system takes computer vision and inertial sensor data recorded for the same type of exercise as two independent inputs, and processes the data from both sources into the same representations on the levels of raw inertial measurement unit (IMU) data and 3D movement trajectories Moreover, a Key Performance Indicator (KPI) dashboard was developed for data import and visualization The usability of the system was investigated with an example use case where the learner equipped with IMUs performed a kick movement and was able to compare it to that from a coach in the video © 2020 Owner/Author
Nationalism Moh. Hatta through the Sigil Application in History Learning

&lt;p&gt;Learning in schools today still uses the method of lectures and the use of Microsoft office power points. The use of teaching materials is still considered less supportive of historical learning in today's schools. Therefore, interesting and effective teaching materials are required, one of which is sigil application. This research aims to encourage the renewal of teaching materials, especially in historical learning. The approach used in this study is a qualitative method. The population used is grade XI students of IPS SMA N 1 Pacitan school year 2019/2020. The type of sample used is simple random sampling technique. Data collection techniques using polls. Based on the results of the study can be concluded: 1) Moh nationalism. Hatta was a nationalism handed over entirely to the people. 2) sigil application is one of the software applications used to create e- books in Epub format. 3) Historical learning using sigil applications can affect students' nationalism.&lt;/p&gt;
PENGARUH PENGGUNAAN MODEL SAVI TERHADAP KETERAMPILAN MENULIS TEKS EKSPLANASI PADA SISWA KELAS XI SMA NEGERI 10 KABUPATEN TEBO

The purpose of this research is to describe the influence of using Savi learning model on writing explanatory text for class XI students of SMA Negeri 10 Kabupaten Tebo. The method used in this research is quasy-experimental. In this research, 2 classes were used, namely the XI IPS 2 class control class which consists of 18 students and the XI IPS 1 the experimental class which also consists of 18 students. The requirements test that is carried out is the normality test and the homogeneity test. The results of the normality test for the experimental class are 0.24&gt; 0.05 and for the control class are 0.78&gt; 0.05. It means that the data are normal. The homogeneity test results is 0.661&gt; 0.05 which means that the data are homogeneous. Thus the hypothesis can be tested. Hypothesis testing is done using the t-test formula. The results of this research indicate that the value of t = 3.633 is higher than t table = 2.024. It can be concluded that there is an influence of using the Savi model on the learning outcomes of writing explanatory text for class XI students of SMA Negeri 10 Kabupaten Regency. The average value of the experimental class is 79.72, which was higher than the control class value of 60.56.
PENGARUH MODEL PROBLEM BASSED LEARNING BERBANTUAN MEDIA AUDIOVISUAL TERHADAP KETERAMPILAN MENULIS TEKS ULASAN FILM SISWA KELAS XI SMA N 7 PADANG

ABSTRACT This study has three objectives which are described as follows: (1) Describe the ability to write a film review text in class XI SMA N 7 Padang before using the Problem Based Learning model assisted by audiovisual media. (2) Explaining the skills of writing a movie review text for grade XI of SMA N 7 Padang after using the Problem Based Learning model assisted by audiovisual media. (3) Explain the influence of the Problem Based Learning model assisted by audiovisual media on the skills of writing film review texts on grade XI students of SMA N 7 Padang. This type of research is quantitative research with experimental methods. The design of this research is one group pretest and posttest design. The population in this study were class XI students of SMA N 7 Padang, who were registered in the 2018/2019 school year as many as 332 people. The sample in this study was 33 students who were determined using a technique (purposive sampling). The variable of this study is the text writing skills of film reviews before and after using the Problem Based Learning learning model assisted by audiovisual media of class XI students of SMA N 7 Padang. Kata kunci: Pengaruh, model problem bassed learning berbantuan media audiovisual, menulis teks ulasan film