Reviewerly/exHarmony huggingface dataset:
Data Encryption and Decryption Techniques for a High Secure Dataset using Artificial Intelligence

The science of extracting patterns, trends, and actionable data analysis detail of large data sets. The growing existence of data in different county’s servers with structured, semi-structured, and unstructured data formats, such as the data. The demands of these are not met by conventional IT infrastructure, a modern landscape of "Data Analysis." For these reasons, several companies are turning to as a possible solution to this unmet commercial business, Hadoop (open-source projects). The amount of data collected by organizations, especially unstructured data, as businesses burst, Hadoop is increasingly emerging as one of the primary alternatives to store and execute operations on that data. The secondary question of data analysis is defense, the rapid increase in internet use, the dramatic shift in acceptance of people who use social media apps that allow users to generate content freely and intensify the already enormous amount of the site. In today's firms, there are a few stuff to bear in mind when starting innovation ventures for big data and analytics. In the business environment, the need for secure data analytics tools is mandatory. In the previous paper, they implemented a high profile dataset using the encryption technique. Using only the encryption method, cannot secure data very highly. There is a chance of knowing the original data to the third party. To reduce the above issues, the paper introduces a new technology called “Artificial intelligence". Using this new technology, paper can achieve more security for data sets. Using both encryption and decryption models in artificial intelligence can solve the drawback in an existing paper. This will provide the data with either a significant degree of authentication analyzed to ever be. The provision of data analytics is pursued with attribute-based restricts Data extraction allows enabled. This model will work better than the present model. In both security and sensitive economic restructuring, data analytical tools.
PENGEMBANGAN MEDIA PEMBELAJARAN INTERAKTIF MENGGUNAKAN ADOBE FLASH CS5 PADA TEMA 8 LINGKUNGAN SAHABAT KITA SUBTEMA 1 MANUSIA DAN LINGKUNGAN KELAS V SD NEGERI 104208 CINTA RAKYAT T.A 2019/2020

The porpose of this study was to develop interactive learning media using Adobe Flash was appropriate for class V student SD Negeri 104208 Cinta Rakyat T.A 2019/2020. The type of research used is Research and Development with the ADDIE model through 4 stages, namely the Define, Design, Development, and Desseminate. The subject in the study were all studentsof class V SD Negeri 104208 Cinta Rakyat. The results of the study on aspects of media assessment got a score of 93 % with a very decent category.Keywords: Interactive Media, Adobe Flash
Design and fabrication of potters kick wheel for ceramic wares production

An attempted to produce or fabricate a functional kick wheel have failed because some important principles guiding the fabrication of the kick wheel was neglected. Some of these are improper centered wheel head and low rotating force from the fly wheel. In this research, a design was generated in a bid to produce a functional kick wheel for pottery production using a marsonial wood for the skeletal part. The kick wheel was designed in such a way that the fly wheel and the centering can be self-controlled. Low cost of materials, reduced energy, lesser stress and conveniences during operation are all considered in the design principle. From the result of the ceramic ware produced, it was discovered that the machine can produce hollow ware with a well centered base with the advantage of self-reliant, no energy cost and less stress during usage.
IMPROVING READING COMPREHENSION OF GRADE VIII STUDENTS AT SMP NEGERI 1 TOLITOLI THROUGH SCANNING TECHNIQUE

The objective of the research is to prove whether the use of scanning technique is effective to improve students’ reading comprehension in narrative text. This pre-experimental study uses 30 students as a sample. They are grade VIII G of SMP NEGERI 1 Tolitoli. The procedure of this research consists of pretest, treatment, and posttest. The result of the analysis shows that scanning technique contributes greatly to the students’ comprehension in narrative text. It can be seen by the difference of the mean score between pre-test and post-test. The mean score of pre-test is 65.27 while in the post-test improved up to 79.37. The data of this research are analyzed by using SPSS Program version 16.0. Then the data of both tests are analyzed by using T-test, and the result shows that the T-test value 9.795 is high than T-table value 2.045. It can be inferred that scanning technique is very effective to improve students’ reading comprehension in narrative text. Keywords: Improving, reading comprehension, narrative text, scanning technique.
On the Stability of Multi-branch Network

Multi-branch architectures are widely used in state-of-the-art neural networks. Their empirical success relies on some design wisdom, like adding normalization layers or/and scaling down the initialization. In this paper, we investigate the multi-branch architecture from the stability perspective. Specifically, we establish the forward/backward stability of multi-branch network, which leads to several new findings. Our analysis shows that only scaling down the initialization may not be enough for training multi-branch network successfully because of the uncontrollable backward process. We also unveil a new role of the normalization layer in terms of stabilizing the multi-branch architectures. More importantly, we propose a new design ``STAM that can guarantee to STAbilize the forward/backward process of Multi-branch networks irrespective of the number of branches. We demonstrate that with STAM aggregation, the same training strategy is applicable to models with different numbers of branches, which can reduce the hyper-parameter tuning burden. Our experiments verify our theoretical findings and also demonstrate that the STAM aggregation can improve the performance of multi-branch networks considerably.
RELATIONSHIP BETWEEN HUMAN DREAM AND WELL-BEING

The article analyzes sleep, its importance, and also draws conclusions about the lifestyle of young people.
Visibilidad en bases de datos del núcleo de revistas mexicanas de ciencias sociales y humanidades

The purpose of this chapter is to analyze the visibility profile in databases of what is called the basic core of Social Sciences and humanities Mexican journals.
Aplikasi Pencarian Bengkel Aktif dengan Google Maps API Berbasis Web

&lt;p&gt;&lt;em&gt;The rise of vehicle users in Makassar City mostly requires maintenance and repairs when the vehicle has a problem. Searching for a location is one of the most discussed problems at this time. The number of workshops spread in Makassar City is not comparable with information about its location. In order to make it easier for people to find and reach a location from a workshop, the location search process can be done by utilizing technology from the Google Maps API where we can see the location of the workshop. Therefore, it is necessary to have an application that can provide information about the location of the workshop that is still open that is around us, which later makes it easier for us to know which workshop is still open and closest to our location&lt;/em&gt;&lt;em&gt;.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;&lt;/p&gt;&lt;p&gt;Kata Kunci: &lt;em&gt;Bengkel&lt;/em&gt;&lt;em&gt;, &lt;/em&gt;&lt;em&gt;Google Maps, &lt;/em&gt;&lt;em&gt;Berbasis Web&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;&lt;/p&gt;
Sistem Informasi Geografis Untuk Pelaporan Dan Pelacakan Kejahatan Berbasis Android Pada Polres Gorontalo Kota

Geographic Information Systems (GIS) is a computer-based information system for storing, managing and analyzing, and calling geographic differential data that has grown rapidly in the last five years. This rapid technological advance has led more and more people to benefit, one of which is to provide information on crime reporting and tracking in the city's Gorontalo police. This research is focused on the city's Gorontalo police related to reporting and tracking information especially related to crime location information. From the results of the study found that there is still very little use of technology to present information to the police in Gorontalo city, this is certainly a condition that irony in the midst of the rapid state of technology development today. Research System is implemented and can make it easier to provide information navigation point location reporting and tracking crimes that occur in Gorontalo police area of the city and have been through system testing (Blackbox and Whitebox).
THE COVERAGE OF BOOKS AND BOOK-LOVING TOPICS IN THE 1ST GRADE TEXTBOOK AND THEIR PEDAGOGICAL SIGNIFICANCE

The teacher must constantly search and work for the student to consciously master the books and book-loving topics in the Grade 1Reading textbook. The role of illustration in the presentation of books and book-loving topics is also evaluated separately.
Derivation of Learning Styles for Solving Technological Problems

The purpose of this study was to derive the learning styles for solving technological problems using literature reviews, focused-group interviews, and grounded theory study. Results were obtained by examining the characteristics of the components from the extracted five categories namely Thinking-Intuition in recognition and judgement, Adaptation-Innovation in creativity, Reflection-Action in execution, Independence-Cooperation in interaction, and Avoidance-Participation in approach, all of which are aiming at different tendencies. The conclusions of the study were as follows. First, learning styles that reflects the characteristics of solving technological problems could be derived. Second, the learning styles of solving technological problems covers cognitive, affective and impressive area. Third, the learning styles were divided into five dimensions and two types for each dimension. From here, the following suggestions were made. First, empirical studies on how learners are classified to a specific learning type,   which shows the characteristics on the actual learning process, should be conducted. Second, it need to be specifically investigated how learning styles were derived should be investigated as well as the various characteristics of the learner such as solving technological problems ability, operational ability and so on .Third, it was necessary to establish concrete method of lesson considering learning styles. Fourth, various studies should be conducted on the relation between learning styles and learning.
Bayesian Meta-Learning for Few-Shot 3D Shape Completion

Estimating the 3D shape of real-world objects is a key perceptual challenge. It requires going from partial observations, which are often too sparse and incomprehensible for the human eye, to detailed shape representations that vary significantly across categories and instances. We propose to cast shape completion as a Bayesian meta-learning problem to facilitate the transfer of knowledge learned from observing one object into estimating the shape of another object. To combine the Bayesian framework with an approach that uses implicit 3D object representation, we introduce an encoder that describes the posterior distribution of a latent representation conditioned on sparse point clouds. With its ability to isolate object-specific properties from object-agnostic properties, our meta-learning algorithm enables accurate shape completion of newly-encountered objects from sparse observations. We demonstrate the efficacy of our proposed method with experimental results on the standard ShapeNet and ICL-NUIM benchmarks.
The Design of E-TOEFL Based Learning Management System in Universitas Bung Hatta

The European Union Digital Library (EUDL) is the central repository for all content published by the different branches of the European Alliance for Innovation (EAI). EUDL also hosts or indexes content from selected partner or member organizations and affiliates.
Rekayasa Ulang : Study Kasus Proyek Pembangunan Sistem Dinas Komunikasi Dan Informatika Jawa Timur

The Ministry of Communication and Information is one of the ministries in the Indonesian government that has representatives in each province called the Office of Communication and Information Technology of East Java (Kominfo) currently in charge of building applications, one of which is the Komeji e-commerce system, a new system there are still some bugs in the implementation, but in the Office of Communication and Information itself felt the development method that when using the waterfall project management, felt inappropriate.Reverse engineering and the creation of a product backlog will be the method used in this research, reverse engineering is focused here on the transaction process of the Komeji system. Using a model based design approach that aims to build a system object model that uses UML and DBMS standards derived through existing system listings. System documentation, namely software required specification (SRS), will then be continued to become a framework for work, and here will use Agile project management with the Scrum method used at the stage of making a product backlog,The results obtained from this documentation guide the developer of the change process in the system transaction process needed in the maintenance and development of the komeji system and the product backlog results can be a reference for implementing the Scrun Method when the System Development is made by the Office of Communication and Information Technology of East Java.
DIAGNOSIS OF SKIN DISEASES IN TODDLERS USING NAÏVE BAYES AND FORWARD CHAINING METHODS

The Center for Public Health is a functional organizational unit that implements health care that is thorough, integrated, evenly acceptable, and affordable to the community. The purpose of this research is to create an Expert System Application to detect skin diseases in toddlers according to the data in the public health center. The system development method used is the Extreme Programming (XP) method with working stages including planning, design, coding, and testing. The system is designed using Unified Modeling Language (UML) which includes use cases, activity diagrams, and chart classes, the software used is PHP (Hypertext Preprocessor) with MySQL databases and uses the Naïve Bayes and Forward Chaining methods. The end result of the creation of this App is to make it easier for users or the public in detecting skin diseases for toddlers.
Examining User Experience of eLearning Systems using EKhool Learners

E-learning platforms are becoming highly demanded between the students and universities as the virtual learning platforms are growing rapidly.The evaluation of the user experience is important as they show the attitude of the user towards the learning platform.This paper examined the user experience of the E-Khool learners in the E-Khool eLearning systems using the RideNN.E-Khool is a learning procedure that boosts the emotional connectivity in the busy class schedules by providing visually striking stock videos, images and audios.Initially, the user experience metrics, such as Nielsen usability heuristics, Didactic effectiveness heuristics, Hedonic heuristics and Website specific criteria are used for the evaluation of the user experience.Then, the evaluation metrics forms a vector and is given as the input to the RideNN classifier.The RideNN classifier predicted the performance of the user experience on the E-Khool platform.The user evaluation method based on RideNN is evaluated based on the metrics, like accuracy and MSE by varying the hidden layers.When compared to the existing user evaluation method, the proposed user evaluation method based on RideNN obtained a maximum accuracy of 0.95 and minimum MSE of 0.00113, respectively.
Physics of the French horn

This study explored the French horn and its various properties that contribute to its unique timbre. With an emphasis on the role of the right hand, the variables studied were: type of material, manufacturer, right hand position with respect to the bell, the range of notes, and player. The project mainly included experiments at Loyola University Chicago and was supported using Northwestern University’s anechoic chamber. Horns are cylindrical-conical hybrids and are able to produce many harmonics, creating a rich sound. The right hand in the bell can be used for quick intonation adjustments and its placement has large effects on the timbre. Our analysis determined the variable that most contributed to the unique sound was the right hand position, while the type of horn (a combination of material and manufacturer) and the range of notes played also had moderate effects on timbre. We will present the theory surrounding the horn's shape and various components, experimental procedure and analysis of our results. The significance of the results to the horn player will be discussed.
The Role Of Technology In The Educational Process

This article presents that technology is central to many sectors of society and its integration into the education process has great promise for student learning. With technology, one can expect  increased efficiency and effectiveness  on both the part of teachers and students. Technology can also prompt pedagogical change and address issues that affect learning, teaching and social organization. Technology can therefore be seen as both a tool and a catalyst for change. Students should embrace technology for them to benefit and teachers should be open to introducing technology into the classroom to improve and innovate their teaching practice.
PERENCANAAN JARINGAN PIPA AIR BERSIH DAN AIR LIMBAH PADA GEDUNG KULIAH BERSAMA UNIVERSITAS NEGERI MALANG

The Development Of Four Higher Education Institutions State University Of Malang requires the planning of clean and waste water pipelines, as well as the estimated construction costs. The data needed is data shop drawing and Malang City HSPK in 2019. Guidelines for pipeline planning using SNI 03-7065-2005. Determination of clean water needs using the method of the number of users. In planning the dimensions of the clean water pipe using the Hazen-William method, while planning the dimensions of the waste water pipe and vent pipe using plumbing fixtures method. From the calculation results obtained dimensions of clean water pipes with a diameter range of 5 - ½; black water pipes with a diameter range of 6 - 2 ½; grey water pipes with a diameter range of 4 - 2; vent pipes with a diameter range of 2 ½ - 1; with a construction budget of IDR3,562,235,000.00.
PENGEMBANGAN APLIKASI QnA UNTUK PENDAFTARAN MAHASISWA BARU STMIK AKAKOM

STMIK AKAKOM annually opens new student registration through offline and online media. Through online media, several media such as websites, social media and email are used. However, on media such as social media, there are questions that often arise regarding new student registration information. With limited human resources to always be online for 24 hours, an alternative model is needed to provide answers to these questions, even though the social media manager offline. Nowadays. In the term of technological developments, it is possible to create a model of knowledge base in the form of a summary of questions and answers to certain topics. This knowledge base can use as a model for creating a prototype application that can provide answers if there are questions related to new student registration. This study aims to provide convenience in the question and answer process by using a Google Dialogflow.
Domain Adaptation Regularization for Spectral Pruning.

Deep Neural Networks (DNNs) have recently been achieving state-of-the-art performance on a variety of computer vision related tasks. However, their computational cost limits their ability to be implemented in embedded systems with restricted resources or strict latency constraints. Model compression has therefore been an active field of research to overcome this issue. Additionally, DNNs typically require massive amounts of labeled data to be trained. This represents a second limitation to their deployment. Domain Adaptation (DA) addresses this issue by allowing knowledge learned on one labeled source distribution to be transferred to a target distribution, possibly unlabeled. In this paper, we investigate on possible improvements of compression methods in DA setting. We focus on a compression method that was previously developed in the context of a single data distribution and show that, with a careful choice of data to use during compression and additional regularization terms directly related to DA objectives, it is possible to improve compression results. We also show that our method outperforms an existing compression method studied in the DA setting by a large margin for high compression rates. Although our work is based on one specific compression method, we also outline some general guidelines for improving compression in DA setting.
미 차기 행정부의 한반도 안보정책 전망과 한국의 대응방안

President-elect Joe Biden who put emphasis on alliance and multilateralism will require expectation and cooperation from his allies and partners. It is expected that he attempt to recuperate international order as a global leader. He will contain China by running faster. He will restore the ROK-U.S. alliance and adopt bottom-up realistic policy toward North Korea’s nuclear issue. President-elect Biden will pursue proactive position related to the Condition-Based Transition of Wartime Operational control and reasonably resolve defense burden sharing issue in the appropriate manner.By understanding and agreeing to a shared future vision of the Korean Peninsula, we will be able to build a peace regime through determination with our allies.A vision of a peace regime on the Korean Peninsula is to ① require strong diplomatic and security power in order to protect a unified Korea, ② pursue freedom, democracy, free market economy, human rights, and rule of law, ③ orient non-nuclear and peace state, ④ adopt parallel policy between alliance and multilateral security,The mission of the ROK-U.S. alliance is to deter war on the Peninsula, and if deterrence fails, this combined team must be prepared to wage a five-domain war of cyber and space as well as ground, maritime, and air. Based on this, the alliance should strive to create a peace regime on the Korean Peninsula as its end state mission goal.The ROK-U.S. alliance should endeavor to create peace on the Korean Peninsula by facilitating North Korea’s denuclearization, establishment of new combined defense system through the transition of wartime operational control, security regime building in Northeast Asia, and signing of a Korean Peninsula peace treaty.First, our alliance should develop strategies for North Korea’s denuclearization through contingency scenarios in simultaneous and parallel ways. Second, the ROK-US alliance should establish a ROK-led combined defense systems through the transition of wartime operational control (OPCON) and manage the peace. Third, considering average ten percent increase of defense burden, we can review 15 percent increase of defense burden sharing to five year from as appropriate level. The UNC’s role is crucial to implement and execute the armistice agreement. The Chinese and North Korean representative groups, which left MAC in 1994, should return and re-energize their efforts to support the MAC’S mission. Combined joint exercise should be resumed in order to deter war and keep peace. ROK-U.S. combed maneuver exercise should resume to manage peace and win the war.