Reviewerly/exHarmony huggingface dataset:
PENGARUH PERMAINAN PUZZLE TERHADAP KEMAMPUAN MENGENAL LAMBANG BILANGAN PADA ANAK USIA DINI

This study aims to determine whether there is an effect of puzzle game on the early childrens’ ability to recognize number symbols. This study involved 30 students aged 4-5 years at pada group A Kindergarten Aisyiyah Palopo. This study employed a pre-experimental with one-group pretest-posttest design. Test, observation and documentation were used to collect the data. The finding of study indicated that puzzle game had an effect on the students’ recognition of number symbols in kindergarten group A. The significance value (2-tailed) of this study was 0.008 (p <0.05). The results of the initial test and the final test changed significantly. Based on the descriptive statistics of the pre-test and post-test it was proven that the final test was higher. To conclude, puzzle game has an effect on the early childrens’ ability to recognize number symbols because it can improve children's ability to recognize number symbols.
An Approach to Integrate IoT Systems with No-Web Interfaces

The introduction of new technologies such as the Internet of Things (IoT) raises important problems that must be solved. One of these problems is the interoperability caused by the heterogeneity of the protocols and platforms. In this context, the web of Things is an architectural solution to this problem, because it takes advantage of Web technologies as a means to guarantee interoperability. Another significant challenge is developing and maintaining multiple variants of the applications to support different platforms. For this, Model Driven Engineering (MDE) can help in solving the current problem of developing and maintaining separate application variants. This is because MDE makes use of models to raise the level of abstraction in order to avoid addressing the details of the platforms and speed up the software development process by allowing the design and reuse of the code, and increasing the software quality. In this sense, this document describes a methodology based on models and services for the interoperability of emerging technologies that have a fundamental role in the emergence of the IoT. The result of this research is a concrete and abstract syntax along with a Model-to-Text transformation, to automatically generate software artifacts for IoT systems, thereby achieving the interoperability of mobile technologies, DTV, controllers, REST services and service coordination.
Library Cataloging, Classification, and Metadata Research: A Bibliography of Doctoral Dissertations—A Supplement, 1982–2020

The Merriam-Webster Online Dictionary defines research as “studious inquiry or examination; especially: investigation or experimentation aimed at the discovery and interpretation of facts, revision...
A law of robustness for two-layers neural networks.

We initiate the study of the inherent tradeoffs between the size of a neural network and its robustness, as measured by its Lipschitz constant. We make a precise conjecture that, for any Lipschitz activation function and for most datasets, any two-layers neural network with \(k\) neurons that perfectly fit the data must have its Lipschitz constant larger (up to a constant) than \(\sqrt{n/k}\) where \(n\) is the number of datapoints. In particular, this conjecture implies that overparametrization is necessary for robustness, since it means that one needs roughly one neuron per datapoint to ensure a \(O(1)\)-Lipschitz network, while mere data fitting of \(d\)-dimensional data requires only one neuron per \(d\) datapoints. We prove a weaker version of this conjecture when the Lipschitz constant is replaced by an upper bound on it based on the spectral norm of the weight matrix. We also prove the conjecture for the ReLU activation function in the high-dimensional regime \(n \approx d\), and for a polynomial activation function of degree \(p\) when \(n \approx d^p\). We complement these findings with experimental evidence supporting the conjecture.
PENGGUNAAN MEKUBAR (POP UP) UNTUK MENINGKATKAN AKTIVITAS DAN HASIL BELAJAR SISWA SEKOLAH DASAR

The completeness of activities and learning outcomes have not reached 75%, because the learning processes were implemented through image media both in the student's book and discussion methods. The research problem is focused on how to increase the students’ learning activities and outcomes after learning with the mekubar (Pop Up). The research objective is to describe the increase in activity and learning outcomes of data processing material after being given learning with the mecubar (Pop Up). The design is a classroom action research. The subjects included children in grade VI SDN Rejosari 03 Semarang. The instrument consisted of observation, questionnaire, and learning outcomes sheets. The data analysis technique is conducted descriptively. The results show that the students’ activity increased from 73% to 87% and the learning outcomes from 77% to 91%. Learning mathematics through mekubar (Pop Up) has been interesting. Teachers can use learning media suitable for learning materials.
Minimal Word Condition and the Source of Potential Interpretation in V-bu-C

The word de [inline-graphic 151] is generally used to express capability in the affirmative forms of Chinese potential structure. But the negative potential structure V-bu [inline-graphic 152]-C without de can also express the meaning of capability. What the origin of potential interpretation in V-bu-C is remains to be a mystery in the research of Chinese syntax. This paper proposes that there is a syntactic position in V-bu-C expressing the potential meaning. However, the reason de does not appear in the phonological form depends on prosody. Specifically, de cannot appear in the syntactic environment with both object and complement. This can be attributed to the mechanism of the nuclear stress assignment in Mandarin. Being the nuclear stress assigner, V-bu-C must be in conformity with the minimal word condition (not greater than or equal to three syllables), as a result of which de cannot show up in the phonological form. Such an analysis not only answers the question of what the source of the potential interpretation of V-bu-C is from the view of syntax, but also deduces and interprets various forms of potential structures.
Innovation in the New Model of Vocational Professional Teacher Education According to the Demands of the Industrial Revolution 4.0

Vocational education is very important to prepare skilled workers for economic development.Quality vocational education is very much determined by quality of vocational teacher as well as quality of vocational professional teacher education.This paper addresses innovations in the new model of professional teacher education (PPG-Pendidikan Profesi Guru) in Indonesia.Data were collected through literature review, focus group discussion and interview with selected parties involved in PPG program.The following findings were obtained.Vocational professional teachers are prepared through PPG which is carried out at Teacher Education Institutes (LPTK) with a learning load of 38 credits for pre-service PPG and 12 credits for in-service PPG after implementation of RPL (recognition of prior learning).The PPG curriculum consists of 3 main courses, namely the Deepening of Pedagogical and content knowledges including advance materials, Development of Lesson Plan and Clinical Practicum at the partner schools.The new PPG model has the following innovations: (1) developing Higher Order Thinking Skills (HOTS) by using the Technological and Pedagogical Content Knowledge (TPACK) approach, (2) improving the sociocultural understanding of students and school environment.(3) Improving teacher competences and collaboration between supervisors and tutor teachers.(4) Improving the ability to reflect on learning.(5) Increasing leadership skills in learning.(6) Optimizing the use of ICT in PPG by applying blended learning system in PPG.These innovations are expected to be able to improve the quality of future vocational teachers in accordance with the demands of the industrial revolution 4.0.
Improving Dutch sentiment analysis in Pattern

In this paper we investigate methods for improving the sentiment analysis functionality of Pattern.nl, the Dutch submodule of Pattern, an open-source library for web mining and natural language processing. We discuss the impact on performance of three different potential improvements: extending the module’s internal sentiment lexicon; removing subsets of neutral words from the sentiment lexicon; and improving the algorithm for combining multiple word-level sentiment ratings into a sentence-level sentiment rating. We evaluated the improvements on datasets from the product review domain (books, clothing and music) and a dataset of short emotional stories. The experiments show that lexicon expansion does not lead to better results; new normalization techniques, on the other hand, show a limited but consistent performance increase for sentiment ratings.
Design and Evaluation of Human-computer Interface for Auxiliary Aircraft Assembly

In the process of aircraft assembly, many assembly parts are involved, such as cable assembly, riveting hole and so on. How to effectively obtain and manage the information of the assembly process has become an important research issue. Augmented reality technology can superimpose virtual information on the real scene, improve workers' understanding of the assembly scene, and provide a more efficient way of accessing and managing information. Therefore, through the design of wearable AR intelligent glasses-aided aircraft assembly interface, this paper puts forward the design method of augmented reality interface on smart glasses, and evaluates the usability of the interface.
Formation of the value system of pedagogical universities’ students during their study

The authors rely on the theoretical position that value orientations should determine the meaning, validity and direction of pedagogical transformations, because values serve as basic norms and principles shaping consciousness and behaviour of people in society. The aim of the study is to determine features of formation of pedagogical University students’ value system during their period of higher professional education. Authors found that in the first year of training at a pedagogical University, there is no regularity in the prevalence of “polarity” in value orientations, i.e. there are both altruistic and selfish values. In the second year, there is more focus on the “internal” orientation of the values, on their egoistic tendencies. In the third year there is a certain balance in individual and social direction of the values and value orientations. In the fourth year, there is a “public direction “ of the students’ values, manifested in greater democratization, collectivization, in humanization of life ideals, i.e. in the fourth year under influence of industrial practices and studying professional disciplines professional identity of pedagogical universities students begins to shape. It is proved that the system of values in case of pedagogical university students develops during the period of their higher professional education.
PERAN PENTING COMPUTATIONAL THINKING TERHADAP MASA DEPAN BANGSA INDONESIA

In this study the adding of 3 theories from 10 article about Computational Thinking, Critical Thinking, and PISA Test . The aspect of Computational Thinking have correlation with Critical Thinking, and PISA Test. Critical Thinking is the basic theory to have Computational Thinking. Computational Thinking is about Dekomposisi, Abstraksi, Pattern Recognition, Algorithm. Otherwise consept of  Computational Thinking is Logic and logical thinking, Algorithms and algorithmic thinking, Patterns and pattern recognition, Abstraction and generalization, Evaluation, and Automation. The questions in the PISA test do use HOTS-based type of questions. In working on HOTS-based type of questions, computational thinking and critical thinking skills are needed, therefore why Computational Thinking has an important role for the progress of the Indonesian nation.Keywords: Computational Thinking, Critical Thinking, PISA Test
Determinants of Participation in Entrepreneurial Activities Among Rural Households: Evidence From Borno State, Nigeria

This study focuses on the determinants of participation in entrepreneurial income generating activities among rural households in Borno State, Nigeria. 2014-2015 General Household Survey data conducted by The National Bureau of Statistics of Nigeria was used, and the study use purposive sampling technique to select a sample of 292 rural households since the study is on rural households. The result was analyzed using Logit model. Result of the study revealed that Gender of the household head, education, and occupation, and household size, access to credit and family type has positive and significant impact on participation in entrepreneurial income activity. Therefore, the study recommends that government at local, state and federal level are advised to establish a sustainable framework that will enable rural dwellers have access to credit at reduced interest rates. Households involve in small scale traditional entrepreneurial activities should also be provided with skill enhancing training by the government and non-governmental organisation in order to improve the quality of commodities they provide and get attractive return.
MILAAP - Marriages In Lockdown: An Attempt to Augment Presence

With over 10 million weddings happening in India every year, the wedding industry in the country is one of the largest industries worth over $25bn growing at a rate of 30% annually. However, this industry was unable to sustain the challenges posed by the lockdown, thus affecting several professions employed in this sector and causing immense loss for innumerable families. Although virtual weddings have started to find a place in this industry, the lack of connectivity, togetherness, and limited technology employed is preventing many from opting for these alternatives. In view of the above, the purpose of this study was to analyse the restrictions posed in current virtual weddings and study the potentials technology could provide in enhancing the wedding experience. For this purpose, we propose ‘Milaap’ an immersive virtual wedding experience that promotes the values of togetherness and organising ceremonies in a more connected atmosphere.
Research on Professional Reform of 1+ X Certificate Based on Web Front End

In order to cultivate high-level application-oriented talents, the Ministry of Education promulgated the National Vocational Education Reform Implementation Plan.The plan will launch the implementation of the "1+X" certificate system reform and the plan for building high-level vocational colleges and majors with Chinese characteristics. 1 refers to the graduation certificate, and X refers to multiple professional qualifications.This paper describes the research on curriculum reform based on 1+ X in the major of Web front-end engineer.
Caracterización estructural del sistema de ledges y clavos mineralizados del sector Cachinalito, mina El Guanaco, región de Antofagasta, Chile

The high sulfidation epithermal gold deposit El Guanaco is located in the Palaeocene-Lower Eocene metallogenic belt in the Antofagasta Region, northern Chile, 215 km SE of Antofagasta city. The deposit is characterized by a system of sub-parallel ledges made of vuggy silica and quartz enargite veins. In the Cachinalito sector, on the north western side of the ore deposit, the ledges system has a discontinuous linear morphology, with a general ENE-OSO orientation, consisting of many ledges segments that change abruptly in orientation, thickness, length and inclination. Grade analysis distribution, detailed mapping at deposit scale, and identification of individual structures (ledges) shows that one of the key factors in deposit genesis is the structural control. The structural analysis allowed visualizing the different segmentations within a general structure, considering the sizes, horizontal and vertical continuity, degree of connection between ledge segments of different orientations, as well as determining the orientations with greater development of mineralized structures. The distribution of the grades allowed to characterize and identify the ore shoots within the ledges, and to interpret the ascending pathways of the mineralizing fluids by dimensioning and separating the high- and low-grade mineralized sectors. This type of analysis and identification represents an important exploration tool and helps exploration and / or production drilling in this type of deposit.
Информационная этика в условиях развития электронной культуры

With the development of electronic culture and its forms, the emergence of new channels of communication and the digitalization of social institutions, ethical issues are becoming more and more relevant. The article examines the factors and contexts that have the greatest influence on the formation and features of the ethics of the electronic environment. A brief historical overview of the formation of the problem of information ethics is presented, and its characteristics are given. Systematization of the main approaches to the interpretation of electronic culture and its nature is given, the advantages of the existential-axiological approach are shown, as well as its possibilities in the study of digital communication problems. The features of information ethics formation in the conditions of electronic culture associated with a high level of liberalism, utilitarianism, and Antinomianism in solving the problem of freedom and security in the digital environment are revealed. Some ethical problems of virtual communication in the human-human and human-AI systems are revealed, and the main risks in this sphere are systematized.
Effect of Learning Interests, Attention Parents, Learning Motivation and Learning Outside of School Mentoring Achievement of Class X SMK in Jakarta

This study aimed to analyze the variable interest in learning, parental attention, motivation to learn, and tutoring outside school on student achievement of class X SMK in Jakarta. This research was conducted in Jakarta, data were collected using questionnaires and obtained by using purposive sampling method on 130 respondn class X SMK in Jakarta. Then, the collected data were analyzed using SPSS 22.0. The results showed that: 1) Interest in Learning positive and significant effect on learning achievement. 2) Attention Parents and significant positive effect on learning achievement. 3) Motivation positive and significant effect on learning achievement. 4) Tutoring School outside positive and significant impact on learning achievement.
Analysis of Regularization in Deep Learning Models on Testbed Architectures

Deep Learning models have come into significant use in the field of biology and healthcare, genomics, medical imaging, EEGs, and electronic medical records [1–4]. In the training these models can be affected due to overfitting, which is mainly due to the fact that Deep Learning models try to adapt as much as possible to the training data, looking for the decrease of the training error which leads to the increase of the validation error. To avoid this, different techniques have been developed to reduce overfitting, among which are the Lasso and Ridge regularization, weight decay, batch normalization, early stopping, data augmentation and dropout. In this research, the impact of the neural network architecture, the batch size and the value of the dropout on the decrease of overfitting, as well as on the time of execution of the tests, is analyzed. As identified in the tests, the neural network architectures with the highest number of hidden layers are the ones that try to adapt to the training data set, which makes them more prone to overfitting.
Success and Failure Part 1: In Celebration of Failure [MicroBusiness]

Examines the necessity of failure as a way to understand a problem. Failure is all around us, and it can be a good thing. It is an opportunity to improve, though improvement is not guaranteed. Failure is a signal, and it’s how we respond to it that determines whether we continue to fall short or pivot to success.
Validity of Math Comic Design Using Computational Thinking to Stimulate the Special Needs Student’s Critical Thinking Ability

Critical thinking is an act reasonable thinking in choosing a problem-solving strategy for proper decision making. If students have high critical thinking skills, students can solve math issues easily. Comics can be used as form of variation in the provision of interactive, fun, and reinforcing student critical thinking skills. The study aimed to analyze and design Math Comic by Computational Thinking methods to stimulate students’ critical thinking skills. This type of research is descriptive research method. The research result in several findings. First, teachers need a medium of learning. Second, the special needs student’s critical thinking ability needs to be improved. Third the researcher designs Math Comic consisting of covers, prefaces, tables of contents, usage instructions, basic competence, core competence, achievement indicators, comic story development, and matters of evaluation. Fourth, Math Comic was designed according to computational thinking methods to stimulate students’ critical thinking skills. The results of this study can be used as a guide for mathematics teachers in developing Math comic that make students understand mathematics and have critical thinking skills simultaneously. The contribution of this research is to stimulate critical thinking skills into Math comic. In addition, Math comic is designed according to the computational thinking.
Mining User-aware Rare Sequential Topic Monitoring Pattern on Single Sign-on Document Stream in Multiple Web Applications

In this paper, Sequential Topic Patterns (STPs) technique is used to formulate the issues of User-aware Rare Sequential Topic Patterns (URSTPs) mining in Internet document soure. The Sequential Subject Pattern (STP) is used to define and track Internet users' customised and abnormal behaviours. In certain real - world contexts, STP is incorporated, such as tracking of irregular user behaviours. A set of algorithms are used in three stages to overcome innovative mining issues: first, pre-processing to retrieve probabilistic topics and define sessions for various users. Second, using pattern-growth, generating all the STP candidates with (predicted) support factors for each user. Third, by doing user-aware rarity evaluation on derived STPs, choosing URSTPs.
Цифровая Земля: от идей к воссозданию виртуальной копии планеты

The article considers the conceptual foundations of the Digital Earth in the context of the socio-technogenic development of the world, the transfer of various social and natural processes to the virtual space for the purpose of subsequent modeling of scenarios of safe sustainable development.