Reviewerly/exHarmony huggingface dataset:
LibGuides: 6th Grade Individual Multimedia 2020-21: Home

A report on a person, place, event, idea, or invention during the time period of American history starting with the 1920’s to the early 1970s
CPR: Classifier-Projection Regularization for Continual Learning

We propose a general, yet simple patch that can be applied to existing regularization-based continual learning methods called classifier-projection regularization (CPR). Inspired by both recent results on neural networks with wide local minima and information theory, CPR adds an additional regularization term that maximizes the entropy of a classifier's output probability. We demonstrate that this additional term can be interpreted as a projection of the conditional probability given by a classifier's output to the uniform distribution. By applying the Pythagorean theorem for KL divergence, we then prove that this projection may (in theory) improve the performance of continual learning methods. In our extensive experimental results, we apply CPR to several state-of-the-art regularization-based continual learning methods and benchmark performance on popular image recognition datasets. Our results demonstrate that CPR indeed promotes a wide local minima and significantly improves both accuracy and plasticity while simultaneously mitigating the catastrophic forgetting of baseline continual learning methods.
A GIS-based Multi-criteria Decision Analysis Method to Explore Geothermal Favorability in the Southeastern Part of Central Iranian Volcanic Belt

Summary Reconnaissance exploration of favorable geothermal regions is under study in southeastern part of central Iranian volcanic belt in Kerman Province which is one of the promising geothermal zones in Iran. In this paper, a Geospatial Information System (GIS)-based multi criteria decision analysis method was used to explore geothermal favorability in the central part of Kerman Province. Geological, remote sensing, and aeromagnetic data were used to produce nine layers of information including hot springs, faults, intrusive bodies, volcanic units, alteration zones, temperature difference of land surface, apparent thermal inertia, magnetic anomalies, and Curie depth. All data layers were then combined in GIS using weighted sum method (WSM) and fuzzy logic method. Analytical Hierarchy Process (AHP) was used for calculating the weights for the factors. The results detected eight favorable geothermal zones in the study area which were highly correlated in both maps obtained from WSM and fuzzy logic methods. The results show that the southeastern part of the study area is the most promising zone to design future detailed studies.
Implementation Driving Stamp (CAP) Application Management for Fabric Department of Logistics Center

In a textile company or fabric pattern design is a must several companies have type product andin industrial textiles produce a variety of fabrics such as uniforms and fashion. In this research, itwill be explained how to make a fabric edge stamp application by processing and managingusing pattern design, the pattern design at a textile company is usually done in the Logisticscenter department. There are also several problems that occur in the production section. One ofthem is the process of procuring a stamp for the edge of the cloth. Here is the existence stillusing a simple way by using the office only, this is a problem because many of the brandsneeded for production have various forms of stamp brands and types requests from sales,therefore a management and arrangement is needed so that an edge stamp can be used on ascheduled and regular basis according to procurement requirements, so it is necessary to arrangeit systematically will made some application is needed to regulate and recap the use of the stampso that it is not used repeatedly, so the author wants to help solve the problem regarding thatstamp. solution to this problem by providing a database application for edge stamps to assist itsmanagement. In designing the application, the author uses Microsoft visual studio VB.Net. Thisapplication will later be made in the form of a data processing application which will make iteasier to manage the stamp produced and be able to recap the history for use stamp.
Reduction Modulo 2^{448}-2^{224}-1

An elliptic curve known as Curve448 defined over the finite field $\mathbb{F}_p$, where $p=2^{448}-2^{224}-1$, has been proposed as part of the Transport Layer Security (TLS) protocol, version 1.3. Elements of $\mathbb{F}_p$ can be represented using 7 limbs where each limb is a 64-bit quantity. This paper describes efficient algorithms for reduction modulo $p$ that are required for performing field arithmetic in $\mathbb{F}_p$ using 7-limb representation. A key feature of our work is that we provide the relevant proofs of correctness of the algorithms. We also report efficient 64-bit assembly implementations for key generation and shared secret computation of the Diffie-Hellman key agreement protocol on Curve448. Timings results on the Haswell and Skylake processors demonstrate that the new 64-bit implementations for computing the shared secret are faster than the previously best known 64-bit implementations.
Linear Homogeneous Linear Differential Equations of Third and Fourth order through GeoGebra Software for Engineering Students

Several authors have proposed the use of GeoGebra software for the development of learning in various areas of physical sciences, mathematics and engineering.We use GeoGebra, because it is a free software, this tells us that it is free for teachers and students.This also present the convenience that can be downloaded and installed on home and universe computers, as well as mobile phone application.Today, there are many applications of GeoGebra to find the solutions of differential equations.In our case we will see some animated and dynamic constructions of applets of solutions for certain homogeneous linear differential equations with constant coefficients of third and fourth order, which are created in the course of differential equations for engineering careers at the Universidad Antofagasta in Chile.In previous works [8,10] is quoted as saying that thanks to GeoGebra, also is possible to obtain the result of the exercise of a function quickly and accurately.It is used for supporting the theory of each concept (straight, exponential) detailed in the mathematical content, ant to verify the results obtained by solving the exercises in a traditional way.This work is the continuation of the teaching and work project "Interactive animations and creations in linear differential equations of the first order: the case of GeoGebra.
Ar divvērtīgā mangāna joniem aktivēta magnija germanāta materiāla ilgspīdošā luminiscence

In the course of study, 10 different MgGeO3:Mn2+ samples with different manganese 2+ ion concentrations were synthesized: 0 mol%, 0.1 mol%, 0.25 mol%, 0.5 mol%, 0.75 mol%, 1 mol%, 1.5 mol%, 2 mol%, 5 mol% and 10 mol%. The samples emit a good luminescence in the red spectrum diapason and can be excited by ultraviolet radiation and X-rays. Samples can shine for up to more than 10 hours after excitation. X-ray diffraction, excitation spectra, luminescence spectra, afterglow spectra, extinction kinetics and thermostimulated luminescence were measured for samples. The obtained results provide the basis for assessing the processes taking place in the materials and the effect that the concentration of admixture ions has on the luminescence. Perhaps in the future it will be possible to use magnesium germanate in medical diagnostic equipment, yielding a further improved insight into the human body. In this case, the results of the study will be useful for medical application.
Crossword Puzzle-Based Utilization of ICT as an Innovation in Learning in Primary Schools

Challenges in education is very diverse, with challenges in the digital era that is going on now. Innovation in learning is very necessary to make the students feel meaningful learning. The puspose of this research is to find out the latest innovations in learning in primary schools. The study conducted in SDN 01 Mojoreno, Sidoharjo subdistrict, Wonogiri district. The results of this study show that teaching elementary school in SDN 01 Mojoreno, Sidoharjo subdistrict, Wonogiri district is not maximized in learning, especially ICT-based innovation. Elementary school-based learning in ICT is indispensable in innovative learning in primary schools.
An Assessment of Text Reading Habits of Pakistani M.Phil. Level Students

Reading can play a vital role in personality development. No one can neglect its importance. But recent trendsshow that students’ priorities are changing overtime, and they are interested more in social media, entertainment, and reading novels. The purpose of reading is specific to them. Reading can make students optimistic and ambitious about their dreams.It is crucial to learn the easy and effective ways of reading at the university level because university level study is different from school and college level.University M.Phil. level requiresvariousforms and patternsof reading to achieve excellent grades. This study attempts to analyze the reading habit of students at a leading public university in Multan city. The purpose of the study is to measure the reading habits of M.Phil.Level students by percentage in the Economics department. It is a case study in which a questionnaire wasapplied to collect data from the Economics Department of Bahauddin Zakariya University Multan, Pakistan. A sample size of 30 respondentsat M.Phil. level was used to collect the data from the Economics Department of the University.The findings of the study showedpoor reading habitsamong the students while their interest was high towards social media, using the internet, and other activities. They like to read novels and other reading stuff instead of reading course books.
Tackling the Challenges of Earth Science Data Synthesis: Insights from (meta)data standards approaches

Earth and Space Science Open Archive posterOpen AccessYou are viewing an older version [v1]Go to new versionTackling the Challenges of Earth Science Data Synthesis: Insights from (meta)data standards approachesAuthorsValerieHendrixiDDanielleChristiansoniDCharulekaVaradharajanMadisonBurrusiDShreyasCholiaiDYou-WeiCheahiDHousenChuiDRobCrystal-OrnelasiDJoanDamerowiDZarineKakaliaiDFiannaO'BrieniDGilbertoPastorelloEmilyRoblesiDDebAgarwaliDSee all authors Valerie HendrixiDCorresponding Author• Submitting AuthorLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0001-9061-8952view email addressThe email was not providedcopy email addressDanielle ChristiansoniDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0002-8663-7701view email addressThe email was not providedcopy email addressCharuleka VaradharajanLawrence Berkeley National Laboratoryview email addressThe email was not providedcopy email addressMadison BurrusiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0003-2296-4698view email addressThe email was not providedcopy email addressShreyas CholiaiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0002-4775-8201view email addressThe email was not providedcopy email addressYou-Wei CheahiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0003-2241-4901view email addressThe email was not providedcopy email addressHousen ChuiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0002-8131-4938view email addressThe email was not providedcopy email addressRob Crystal-OrnelasiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0002-6339-1139view email addressThe email was not providedcopy email addressJoan DamerowiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0003-2601-5043view email addressThe email was not providedcopy email addressZarine KakaliaiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0001-9045-1160view email addressThe email was not providedcopy email addressFianna O'BrieniDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0001-9244-1708view email addressThe email was not providedcopy email addressGilberto PastorelloLawrence Berkeley National Laboratoryview email addressThe email was not providedcopy email addressEmily RoblesiDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0003-3720-6566view email addressThe email was not providedcopy email addressDeb AgarwaliDLawrence Berkeley National LaboratoryiDhttps://orcid.org/0000-0001-5045-2396view email addressThe email was not providedcopy email address
Object oriented quality prediction through artificial intelligence and machine learning: a survey

Software quality estimation is an important aspect as it eliminates design and code defects. Object- oriented quality metrics prediction can help in the estimation of software quality of any defects and the chances of errors. In this paper a survey and the case analytics have been presented for the object-oriented quality prediction. It shows the analytical and experimental aspects of previous methodologies. This survey also elaborates different object-oriented parameters which is useful for the same problem. It also elaborates the problem aspects as well the limitations for the future directions. Machine learning and artificial intelligence methods have been considered mostly for this survey. The parameters considered are inheritance, dynamic behavior, encapsulation, objects etc.
THE CONCEPT OF THE THEMATIC QUEST-ROOM FOR FORMATION OF CHILDREN'S READYNESS TO ACTION IN FIRE

Introduction. The data obtained by questionnaires indicate that not enough attention system of education gives to the formation of children’s psychological readiness for action in case of fire. Training evacuations in educational institutions are quite rare. At home, parents do not conduct such training at all. As of the beginning of 2020, the average Ukrainian child aged 4-10 visits game entertainment centres about 1.8 times a year. This information suggests that we should not be reduced to the banal annual repetition of the same rules to prepare children.Aim. The article aims to develop the concept of a thematic quest, in reality, the use of which would increase the readiness of players to act in a fire and also would help to accumulate experimental data for further study of the behaviour of children of different ages in a fire.The paper presents the results of test training with school students, based on the results of which have proposed the optimal spatial planning solutions of the thematic educational quest room, as well as the quantity and composition of technical equipment necessary for its effective functioning. It has given the schematic configuration of the quest room management system. Such a management system allows centralized control of all game processes and devices from the central computer. There are also considered examples of game tasks and possible scenarios.Conclusion. Execution of game tasks promotes the formation of psychological readiness of participants to actions in the conditions of fire and also allows to fix theoretical knowledge of rules of fire safety and to develop some practical skills. Observation of players opens up the prospect of obtaining experimental data for a wide range of research (especially on the behaviour of children of different ages).
Pushing Traffic into the Digital Age : A Communication Technology Comparison and Security Assessment

With the rapid advances of technology, digitisation of many facets of our existence is taking place in an attempt to improve everyday life. The automotive industry is following suit, attempting to ...
Pra Rancangan Camping Ground Dan Glamping Puncak Cubodak Dengan Pendekatan Konsep Wisata Halal

Puncak Cubodak is in Kampar regency, precisely on Jalan Lintas Bangkinang-Payakumbuh, Tanjung Alai, XII Koto Kampar, Kampar regency. Is one of the tourist attractions that have views of green hills, ‘island’ which is surrounded by Danau PLTA Koto Panjang.&#x0D; So far, Puncak Cubodak has only been used for tourism photographs, it is unfortunate if the potential of Puncak Cubodak is only enjoyed only by taking pictures. Therefore, the step to develop the Puncak Cubodak is to add accommodation facilities in the form of camping and glamping areas. And also applying the concept of tourism that is also developing in Indonesia, namely the concept of Halal Tourism. Halal Tourism here is more applicable to Muslim-friendly tourism and availability of halal food and prayer place.&#x0D; The purpose of this paper is to obtain a design concept with a research method in the form of a Puncak Cubodak environmental analysis, user analysis, and building analysis. The results obtained from the analysis are the design concept with the approach to the concept of halal tourism in the form of images. With this design concept, it is hoped that it can develop Puncak Cubodak tourism and the concept of halal tourism can be more widely recognized by thepublic, especially in Pekanbaru.
DEVELOPMENT OF AN INTERACTIVE EDUCATIONAL ENVIRONMENT FOR THE DIGITAL TRANSFORMATION OF THE SCHOOL

The current situation of the development of the digital economy and the information society poses a new challenge for schools to change approaches to the educational process.The world community recognizes education as the main factor of development.It was stated in the "2030 Agenda for Sustainable Development", adopted by the UN in 2015.One of the directions of the sustainable development in education is the digital transformation of schools.The digital transformation of a school means updating the planned educational results, content, methods, forms of assessing the results achieved by schoolchildren in the digital environment.The authors analyze the necessary changes in the organization of educational spaces of the school; the introduction of teaching methods supported by digital technologies based on augmented reality.Augmented reality refers to the imposition of digital objects (text, graphics, audio, video, hypertext) on objects of the real world to supplement them with information.The aim of the study was to identify the conditions for the effective use of augmented reality for transforming the school space into an interactive gaming educational environment.The authors argue that the use of digital technologies to ensure the sustainable development of the school will be effective if augmented reality markers are integrated into the educational space of the school.The study was based on several schools in St. Petersburg; its sample included 450 schoolchildren and 70 teachers and administration.The data obtained during the experiment confirmed the hypothesis: the integration of augmented reality markers into various school spaces contributes to the development of special tools to improve the quality of educational results.
Blockchain Based User Management System

Blockchain is a reliable and transparent structure formed by distributing the data in blocks connected to each other using various cryptography techniques to other points on the network. The difference from the existing database operations is that the authorities and responsibilities do not exist in a single central authority, and that these powers and responsibilities are distributed to the other nodes in the network and the assignment is shared. To provide this, peer to peer network infrastructure is used. However, at this stage, authentication in terms of security is one of the basic security mechanisms. In this study, a user management system which can be integrated with more reliable and current technologies, which is thought to be the solution to speed problems in blockchain, is proposed.
Image De-noising Using Intelligent Parameter Adjustment

Image de-noising is one of the main steps in the medical image analysis process. In medical imaging, noise usually occurs at the capture stage of medical machines such as the ultrasound machines. This noise may hide important information that affects the diagnosing process. Current medical image denoising techniques still need modifications to enhance their denoising capabilities, especially traditional parameter dependent techniques such as VisuShrink denoising technique. This technique has a threshold that needs to be adjusted to efficiently de-noise the images. In this paper, an intelligent framework is proposed to assign a threshold to VisuShrink technique based on the current image features. These features extracted from the image using Scale Invariant-Feature Transform (SIFT) technique are used to train different machine learning (ML) techniques for predicting the appropriate threshold. The experimental results showed that the proposed framework managed to reduced the noise compared to VisuShrink technique applied using a fixed threshold.
Customer Service Training VR Game System Using a Multimodal Conversational Agent

Hospitality is the primary focus in many service industries. Staff can improve customer satisfaction by grasping the customer’s situation accurately and responding to it appropriately. To cultivate these skills, we propose a VR training system based on multimodal recognition of the customer’s status during service. A preliminary user study of a claim handling situation is also summarized.
Re-Imagining Our Story: Creating a Virtual Summer Reading Program

Due to the COVID-19 pandemic, the Union County Library System (UCLS) opted to solely offer virtual programming for our popular Summer Reading Program.This article focuses on the background, planning, and implementation in creating and executing a fun and innovative summer experience for our community and patrons, including a gamification twist to incentivize our participants.
교육 영문법에서 전치사의 문법범주와 기능: L2 영문법의 학습가능성 향상을 위한 방안

The present study investigates some problems with pedagogical English grammar and provides solutions to enhance the learnability of the pedagogical grammar, focusing on prepositions. In the pedagogical grammar books developed and used in Korea, a preposition or prepositional phrase is often treated as an adverb (phrase), adjective (phrase) or conjunction, depending on its function or distribution. This study points out that describing prepositions as differing categories in those materials is misleading, and such descriptions stem from the confusion of grammatical category and function, which is likely due to misunderstanding the two terms, “adverb” as a category and “adverbial” as a function from the traditional grammar (Quirk et. al. 1985). This study argues that those descriptions of prepositions are invalid pedagogically as well as linguistically, since they cause severe learnability problems. In order to solve these learnability problems, this study posits that the term from modern theoretical grammar, “adjunct”, should be adopted in the pedagogical grammar.
Research Guides: Troubleshooting Electronic Resources: A guide for Patrons: Too Many Redirects

Guide for trouble shooting directions for known electronic resources issues. directions for clearing too many redirects problem