Reviewerly/exHarmony huggingface dataset:
PERPUSTAKAAN DALAM DIMENSI MANAJEMEN PENGETAHUAN

The library is known as an information provider institution. Activities in libraries tend to revolve around procurement, storage and information services, not yet on knowledge management. Indeed knowledge is created from information, and vice versa, from knowledge will produce information. However, knowledge management has emerged from the economic and business world. Therefore this paper aims to dig deeper into the role and position of the library in the knowledge management dimension. This paper uses the literature study method, which is the source and method of data collection by taking data in the library, reading, recording, and processing research material. The results of this paper study are the library is a knowledge institution that also carries out the task of knowledge management. Librarians play the role of knowledge managers whose main task is to trace, select, sort, store and disseminate various types of knowledge. Librarians change the tacit knowledge that still exists in a person to expilcit, then the librarian explains the core of explicit knowledge in the library collection to the librarian. The conclusions of this study are the library is part of knowledge management. Libraries act as knowledge institutions and librarians automatically become workers / managers of knowledge. Furthermore the library processes the tacit knowledge into explicit knowledge, so that it is easily accessed, understood and utilized by the wider community
Dataset for "Participatory Design in Refugee Camps: Comparison of Different Methods and Visualisation Tools"

Shelters for the displaced can suffer from socio-cultural incompatibility and significant levels of occupant dissatisfaction. Participatory Design (PD) is known to help reduce such issues. This is the first study to investigate the effectiveness of different PD methods at engaging and capturing users’ needs for shelter design in refugee camps. It also aimed to identify which visualisation tools are best at: engaging participants; communicating designs (e.g. concept, size and materials); and facilitating proposing modifications. This is a particularly large study with 16 workshops and 161 participants. Two PD methods were deployed: (i) Design-your-own (where refugees proposed their ideal shelter); (ii) Adapt-a-design (where refugees evaluated and modified pre-existing shelter designs). The shelters in (ii) were presented using three visualisation tools: computer models, physical prototypes and virtual reality.This dataset includes demographic information of the participants of the workshops, and the participant evaluations of the three visualisation tools tested in the Adapt-a-design workshops.
Non-probabilistic Clustering

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Teaching English for Young Learners by Non-English Teachers in English Course

The lack of English teachers with a background in English Education Department in the institution of the course causes staff at the course institute to turn their brains to receive teachers who are not from an English Education Department background. With the presence of English teachers who are not graduates of English Education Department lowers the trust of parents to the professionalism of the course institution. This study aims to find out what methods are used by non-English teachers in teaching English in courses. Using qualitative descriptive methods, this study will explain the methods used by non-English teachers in teaching English in course. In the data collection, researchers interviewed four non-English teachers who taught at LKP Dunia Sausan. They are one kindergarten teacher, one elementary school teacher, and two students at one of the universities in Kudus. The result of the study was to apply Total Physical Response (TPR) method and singing method. Where, the TPR method is applied by two non-English teachers (students) and one non-English teacher. While, singing method is only applied by two non-English teachers (kindergarten teachers and elementary school teachers).
Priberam Labs at the 3rd Shared Task on SlavNER

This document describes our participation at the 3rd Shared Task on SlavNER, part of the 8th Balto-Slavic Natural Language Processing Workshop, where we focused exclusively in the Named Entity Recognition (NER) task. We addressed this task by combining multi-lingual contextual embedding models, such as XLM-R (Conneau et al., 2020), with character- level embeddings and a biaffine classifier (Yu et al., 2020). This allowed us to train downstream models for NER using all the available training data. We are able to show that this approach results in good performance when replicating the scenario of the 2nd Shared Task.
Human action recognition with 3D local binary patterns and dense micro-block difference description

This paper describes an action recognition method based on the 3D local binary dense micro-block difference. The proposed algorithm is a three-stage procedure: (a) image preprocessing using a 3D Gabor filter, (b) a descriptor calculation using 3D local binary dense micro-block difference with skeleton points, and (c) SVM classification. The proposed algorithm is based on capturing 3D sub-volumes located inside a video sequence patch and calculating the difference in intensities between these sub-volumes. For intensifies motion used the convolution with a bank of 3D arbitrarily-oriented Gabor filters. We calculate the local features for pre-processed frames, such as 3D local binary dense micro-block difference (3D LBDMD). We evaluate the proposed approach on the UCF101 database. Experimental results demonstrate the effectiveness of the proposed approach on video with a stochastic textures background with comparisons of the state-of-the-art methods.
Sistem Informasi Akuntansi Retur Penjualan Berbasis Web Di Butik Home Fashion Sukabumi.

At this time, data and information processing require the speed and accuracy of the data, based on the knowledge we get, to obtain better results it must be supported by an appropriate and relevant information technology to be applied in an institution /agency. The Sukabumi Home Fashion Boutique requires a system that supports sales returns that can facilitate the sales system which has not yet been computerized, the following are the methods used after conducting research, namely by using software development methods and data collection methods such as observation, interviews, literature review. The system used by the Sukabumi Home Fashion Boutique at this time starts from the customer submits the item he wants to return, the employee checks the item, then the cashier looks for customer transactions to make a sales return note, then the cashier returns the return money to the customer, and the cashier makes a report. So that it is possible during the process there are errors in recording and less accurate reports. Regarding the weakness in the sales return system at the Sukabumi Home Fashion Boutique, to help the Sukabumi Home Fashion Boutique, a Web-based Sales Return Application Design System was created, which can be used as a solution to overcome these problems and can run more effectively and efficiently.
معاییر تطبیق آلیات الحوکمة وأثرها على تطویر الاتصال التنظیمی وتحسین الأداء فی المؤسسات الحکومیة السعودیة

سعت الدراسة إلى تحقيق هدف رئيس يتمثل في التعرف على معايير الحوکمة المطبقة في المؤسسات الحکومية السعودية، وأثرها على تطوير الاتصال التنظيمي وتحسين الأداء في تلک المؤسسات، وإبراز مدى تأثير وجود نظام محکم وفعال لآليات الحوکمة في المؤسسات الحکومية على تحسين أداء العاملين بها، إضافة إلى رصد التحديات والمعوقات التي من الممکن أن تواجه تطبيق آليات الحوکمة في المؤسسات الحکومية السعودية، واستندت الدراسة في بناء متغيراتها وتفسير نتائجها على نماذج جودة الخدمة، کما تم توظيف منهج المسح، وفى إطاره تم مسح عينة قوامها 200 مفردة من العاملين في المؤسسات الحکومية المتمثلة في شرکة أرامکو – البنک المرکزي السعودي – الشرکة السعودية للکهرباء، وتم توظيف أداة الاستبيان لمعرفة آرائهم حول تطبيق آليات الحوکمة بالمؤسسات، وتوصلت الدراسة إلى عدة نتائج مهمة منها: أن الأسلوب المتبع لتطبيق معايير وآليات الحوکمة في المؤسسات عينة الدراسة کان إلزاميا، وکذلک وجود فروق احصائية في مدى تأثير وجود نظام محکم وفعال لحوکمة المؤسسات على التنافسية باختلاف المؤسسة، وکذلک الفروق لصالح من ينتمون لشرکة أرامکو. Criteria for applying governance mechanisms and their impact on developing organizational communication and improving performance in Saudi government institutions: a field study Abstract The study sought to achieve a major goal of identifying the governance standards applied in Saudi government institutions, and their impact on developing organizational communication and improving performance in those institutions, and highlighting the impact of an efficient and effective system of governance mechanisms in government institutions on improving the performance of their employees, in addition to monitoring Challenges and obstacles that may face the application of governance mechanisms in Saudi government institutions, The study was based on building its variables and interpreting their results on service quality models, and the survey method was used, and within its framework a sample of 200 individual workers in government institutions represented by Aramco - the Central Bank of Saudi Arabia - the Saudi Electricity Company was surveyed, and a questionnaire tool was used to find out their opinions On the application of corporate governance mechanisms, the study reached several important results, including: The method used to implement the standards and mechanisms of corporate governance in the institutions of the study sample was mandatory, as well as the existence of statistical differences in the extent of the impact of a robust and effective system of corporate governance on the competitiveness of the institution, as well as the differences in favor of those who belong to Aramco. Key words: Governance - Organizational Communication - Improving Performance.
Perbandingan Kinerja Algoritma Huffman dan Algoritma Shannon-Fano Dalam Mengkomperesi File Citra

Stored data is increasing in volume. Various data compression algorithms have been researched and developed. The purpose of this study was to compare the performance of the Huffman Algorithm and the Shannon-Fano Algorithm. A comparison of the performance of the compression algorithm is done by testing each image file. The application used to test was built using C ++. Four image file types will be tested using the application that has been built. The file being tested considers the image file type as a compression object. The current image file tends to increase in terms of file size. The results of testing the four image files obtained contain many symbols and frequencies in determining the value of data entropy. The same file tested using the Huffman Algorithm produces better compression gain. The Fish.bmp file uses the Huffman 2.0% algorithm and uses the Shannon-Fano algorithm 1.7%. The greater the entropy, the smaller the gain obtained. For example, the white.bmp file entropy: 0.19693 using the Huffman Algorithm can gain 85.2%. entropy Fish.bmp file 6.87332 can get a 2.0% gain.
Computer Vision Algorithms for Recognizing Basic Primitives of Objects Based on Digital Filters

The implementation of algorithms for primary image processing using one-dimensional digital filters adapted for DSP is considered. Methods of replacing a high bit operands with a lower one are used to increase performance, index arithmetic and methods using identifiers of graphic objects, replacing nonlinear operations with binary ones are presented. Algorithms for the detection of lines from the image, paths based on lines that form open or closed contours have been developed. The efficiency is shown when implemented on general-purpose processors.
Neural Network: A to Z

An artificial neural network is a basic building block for deep learning. Understanding the neural network and making intuitive sense of them is a major challenge for anyone who wants to use them. This is partly due to incomplete articles and highly technical and mathematical papers. Although understanding papers are the best way to completely grasp the ideas, it's very intimidating to beginners. Most of the articles available online are not complete in the sense that they fail to provide intuition about nuances of neural networks at a deeper level. It is important to understand the neural network at a deeper level to make practical use of it. With partial knowledge application of neural networks falls apart at multiple levels from choosing cost function to the learning rate. In this paper, we have covered major concepts of neural networks which is important to fully understand neural networks functionality. This paper also contains a zoomed-in view of each part of mathematics through equations and python code.
La negación paraconsistente a la luz del realismo lógico

In this paper I analyze some of the negation operators from the family of paraconsistent logics from the perspective of logical realism. I start by taking as cases two cases of study: the LP negation operator along with its metaphysical interpretation stated as dialetheism and the FDE negation with the metaphysical interpretation proposed by Beall (2016). I use this operators to draw a comparison with the different level of metaphysical commitments in some other paraconsistent negations. I discuss how LP negation a robust metaphysical commitment such as dialetheism relies on a leading role of logical negation while in Beall’s interpretation the search for a metaphysically balanced picture entails the disappearance of logical negation as a substantive notion. I the argue that it is possible to obtain an intermediate alternative, with a four-valued paraconsistent logic SF, which is compatible with a metaphysically balanced picture as Beall’s but it recovers a substantive notion of logical negation as a fundamental connective.
Αναγνώριση ανθρώπινης δραστηριότητας με χρήση βαθέων αναδρομικών νευρωνικών δικτύων σε πολυτροπικά δεδομένα αισθητήρων

The purpose of this thesis, focuses to examine the application of deep learning methods for the human activity recognition with using recurrent neural networks in multimodal sensor data. The data sets that are used are two. The first one contains data, which have been collected from the sensors of smartphones, while the second one contains sequences of images (video) that have been collected through optical media (camera).
Eclogite xenoliths document water cycling at the lithosphere-asthenosphere boundary

&amp;lt;p&amp;gt;The amount of water stored as OH-defects in nominally anhydrous minerals in the deep mantle is poorly constrained and its direct quantification can only be accessed by the analysis of mantle xenoliths. While the vast majority of xenoliths are peridotites and minor pyroxenites, some very rare xenoliths found in kimberlite pipes display an eclogitic mineral assemblage. We investigated three eclogite xenoliths from the 128 m.y. old Robert Victor kimberlite from South Africa that display an assemblage of garnet and omphacite with two samples showing additional kyanite, suggesting low-pressure gabbroic rock as protolith. Thermobarometry estimations based on Fe-Mg partitioning between garnet and pyroxene gives temperatures of 1100-1250 &amp;amp;#176;C. When projected on the cratonic geotherm (Griffin &amp;amp; O&amp;amp;#8217;Reilly 2007) an equilibrium depth of 200-210 km is obtained, confirming that these rocks come from the lithosphere-asthenosphere boundary. Therefore these fragments might be key witnesses to understand the deep cycling of water in the mantle. &amp;lt;br&amp;gt;&amp;lt;br&amp;gt;This study focuses on the H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O quantification in the three rock-forming minerals using Fourier transform infrared spectroscopy (FTIR). Omphacite contains 50-250 ppm H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O, kyanite contains 40-60 ppm H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O and garnet of only one eclogite contains 40 ppm H&amp;lt;sub&amp;gt;2&amp;lt;/sub&amp;gt;O. Garnet and omphacite with the highest OH content are enriched in Ca.&amp;lt;br&amp;gt;&amp;lt;br&amp;gt;&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;The use of advanced mapping and profiling techniques enabled the investigation of the spatial repartition of the OH component in these minerals. High-resolution mapping (5.6 &amp;amp;#181;m) of kyanite reveals diffusive gain of OH at the rim of the crystal that is interpreted as hydration during interaction with the kimberlitic melt. The OH plateau in the core of kyanite must therefore have been acquired previously, suggesting that this is residual OH that has been transported by subduction to the lithosphere-asthenosphere boundary by a once hydrated gabbroic protolith. Our results have implications for the retention of hydrogen over long timescale at the lithosphere-asthenosphere boundary and suggest that the deep cycling of water has been running since Archean times.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;&amp;amp;#160;&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;Griffin, W. L., &amp;amp; O'Reilly, S. Y. (2007). Cratonic lithospheric mantle: is anything subducted?. &amp;lt;em&amp;gt;Episodes,&amp;lt;/em&amp;gt; 30(1), 43-53.&amp;lt;/p&amp;gt;
Dataset for "A Novel Neural Network Architecture with Applications to 3D Animation and Interaction in Virtual Reality"

This is the dataset for the doctoral thesis A Novel Neural Network Architecture with Applications to 3D Animation and Interaction in Virtual Reality by Javier de la Dehesa Cueto-Felgueroso. See the original document for details.The dataset is structured in three parts. The files `gfnn_code.zip` and `gfnn_data.zip` contain the code and data for the experiments with grid-functioned neural networks discussed in chapter 3 of the thesis. The files `quadruped_code.zip` and `quadruped_data.zip` contain the code and data for the quadruped locomotion experiments and user study discussed in chapter 4. The files `framework_code.zip` and `framework_data.zip` contain the code and data for the human-character interaction framework experiments and user studies discussed in chapter 5. Each pair of files should be decompressed in the same directory, but separate from the other parts. Further details and instructions for each of the parts can be found within the corresponding compressed files.
Activity Concentration of Radionuclides and Their Correlation with the Total Chemical Content of Soils

The total heavy metal content and activity concentration of natural radionuclides were obtained in native and anthropogenically transformed soil of the Rostov agglomeration (south of the Russia). The specific activity of natural radionuclides in soils of the has been comparable with indicators typical for chernozems of the Rostov region. Increased activity of 40K, 232Th is observed in the upper horizons, which is due to the origin of the radionuclides themselves and fertilization in the agrogenic period of soils, before the specified areas were included in the urban area. The correlation between activity concentration of radionuclide and total content of heavy metals were derived by Spearman&amp;#x27;s Rank-Order Correlation. The study was revealed that the activity concentration of thorium and radium doesn’t provide significant correlation with the total content of heavy metals. The group of buried horizons have shown a positive correlation with naturally occurring 40K in contrast with humus horizon (AU). The carbonates-accumulating group of horizons (BCA, [BCA]) have random correlation sign by each of metals. The most significant correlation was observed for the B horizons group.
Sequence Number Extension for Windowed Protocols

Sliding window protocols use finite sequence numbers to determinesegment placement and order. These sequence number spaces wrap aroundand are reused during the operation of such protocols. This documentdescribes a way to extend the size of these sequence numbers at theendpoints to avoid the impact of that wrap and reuse withouttransmitting additional information in the packet header. Theresulting extended sequence numbers can be used at the endpoints inencryption and authentication algorithms to ensure input bit patternsdo not repeat over the lifetime of a connection.
ANALISIS PENGGUNAAN GAYA BAHASA GURU PENDIDIKAN USIA DINI DALAM PROSES PEMBELAJARAN

This research describes the teacher's language style in the learning process, this study uses descriptive qualitative research to examine the language style used during the process of teaching and learning activities directly. The title raised in this study is Analysis of the Use of Early Early Childhood Teacher Style Language Education in the Learning Process The data obtained in this study are through studies and interviews directly to PAUD teachers. This research was conducted at PAUD Tunas Bhakti Pertiwi. The goal is to know how a teacher can use language to early childhood. As for what will be discussed in this study regarding the formation of polesidenton, tautology, rhetoric, metapora, tropen and metonimia. This study aims to determine the process of teaching a teacher to early childhood in the use of language style during the learning process.
Development of Educational Abilities of Students in the System of Continuing Education in the Context of the Pandemic

The definition of abilities and their proper development are the most important pedagogical tasks that require special attention, solutions, and approach, especially during the period of changes in the content of the educational process associated with the pandemic.To update the educational approaches associated with remote forms of learning, it is necessary to pay attention to the pedagogical conditions: it is to them that the planned and systematic activity of all participants in the educational process, regardless of the form of its organisation, is subordinated.The article examines the pedagogical conditions that contribute to the development of school students' visual abilities in the context of modernisation and reform of modern Russian education in the context of changes caused by COVID-19.The author analyses the pedagogical conditions to expand the content of the concept of continuity of secondary vocational and higher education developed by him, including in its structure the content components of general education and training of future designers and teachers of technology and design in the structure of multi-level vocational education as potential directions of its development in the context of global challenges associated with changing its tasks and content.
Hubungan Kecerdasan Emosi Dan Dukungan Sosial Dengan Kesadaran Beragama Pada Siswa SMA Perguruan Panca Budi Medan

The research aims to see the emotional intelligence and social support relationship with religious consciousness in the high school students. Proposed hypothesis: A relationship of emotional intelligence and social support with religious consciousness in students. Data is collected through a scale method of emotional intelligence scale, social support scale and religious awareness scale. The study was conducted against 120 students. Sampling technique with Random system. Data analysis using multiple regression analysis. The results showed that:          (1) There is a very significant positive relationship between emotional intelligence and religious consciousness. These results can be seen from the correlation coefficient rx1y = 0.602; Sig < 0.010. (2). There is a very significant relationship between social support and religious consciousness, where obtained correlation coefficient rx2y = 0.713; Sig < 0.010. (3). There is a very significant relationship between emotional intelligence and social support with religious consciousness. These results are indicated by the coefficient of Freg = 67.824; Sig < 0.010. The weight of donations from emotional intelligence and social support to religious consciousness is 53.7%. In a separate sense, emotional intelligence contributed 36.3% to religious consciousness, while social support contributed 50.9% to the consciousness of the same.