Reviewerly/exHarmony huggingface dataset:
A treatment engine by multimodal EMR data.

In recent years, with the development of electronic medical record (EMR) systems, it has become possible to mine patient clinical data to improve medical care quality. After the treatment engine learns knowledge from the EMR data, it can automatically recommend the next stage of prescriptions and provide treatment guidelines for doctors and patients. However, this task is always challenged by the multi-modality of EMR data. To more effectively predict the next stage of treatment prescription by using multimodal information and the connection between the modalities, we propose a cross-modal shared-specific feature complementary generation and attention fusion algorithm. In the feature extraction stage, specific information and shared information are obtained through a shared-specific feature extraction network. To obtain the correlation between the modalities, we propose a sorting network. We use the attention fusion network in the multimodal feature fusion stage to give different multimodal features at different stages with different weights to obtain a more prepared patient representation. Considering the redundant information of specific modal information and shared modal information, we introduce a complementary feature learning strategy, including modality adaptation for shared features, project adversarial learning for specific features, and reconstruction enhancement. The experimental results on the real EMR data set MIMIC-III prove its superiority and each part's effectiveness.
ENSINO REMOTO NA PANDEMIA: DIFICULDADES E APRENDIZADOS

This work aims to verify which are the main difficulties faced in the emergency implantation of the remote teaching-learning process in the basic education of the public network and which learnings will be for the return of the face-to-face classes, according to current research.It starts with the hypothesis that a good part of the teachers and students of public basic education were not familiar with ICT -Information and Communication Technologies -in their regular classes.As a result, it is believed that they had difficulties in applying these tools on an emergency basis in remote education as the only alternative, due to the covid-19 pandemic, which was unexpected by everyone.It is also believed that, when returning to post-pandemic classroom teaching, many of the tools used in remote education will continue to be used and will contribute to the teaching and learning process.
Categorial formalisation of methodology of thought

In the article we apply language of category theory in order to formalize core methodological principles that structure the methodology of thought elaborated by Russian modern psychiatrist and philosopher A. Kurpatov. According to the author such formalization could be useful both from the standpoint of unification of ways of thinking about brain functioning and reasoning in particular, and from the standpoint of search of uniform language of scientific thought in general.
Rancang Bangun Jaringan Internet dengan Memperhatikan Etika Profesi TI Menggunakan Web Filtering Pada Router Mikrotik 951G-2HND

Computer network technology as a medium of data communication nowadays has been increasing. With the higher level of demand and the increasing number of network users want a form of network that can provide maximum results both in terms of efficiency and increased network security itself. Research conducted in Vocational High School in Banyumas, in this study the method used to build a computer network using Network Development Lifecycle model (NDLC).  Is the design of internet network using Router Mikrotik 951G-2HnD as web filtering at Vocational High School in Banyumas its performance refers to attribute Dimension of Quality for Goods? After the network was built and implemented, researcher tested the system with two tests: product test and benefit test, taking sample of respondents for product test ie 5 computer network experts and 40 from internet users at Vocational High School for benefit test. After a successful statistical test with a score above the product test value determined that is 75 % and the result is 86,66 %. The benefit test score is also above the predefined benefit test score of 75 % and the result of the benefit test is 99,37 %. Keywords─  NDLC,Router Mikrotik 951G-2HnD , Product test, Benefit test.
Universal Derivations v1.0

Universal Derivations (UDer) is a collection of harmonized lexical networks capturing word-formation, especially derivational relations, in a cross-linguistically consistent annotation scheme for many languages. The annotation scheme is based on a rooted tree data structure, in which nodes correspond to lexemes, while edges represent derivational relations or compounding. The current version of the UDer collection contains twenty-seven harmonized resources covering twenty different languages.
LibGuides: Curriculum and Instructional Studies: E-Newspapers and E-Magazines

This guide will help students to access information resources on curriculum and instructional studies
Embed digital watermarks in executable program memory

Abstract The article proposes a method for embedding digital watermarks into executable program code. A digital watermark is generated in the process RAM. Existing information structures, such as dynamic arrays and objects, are used to accommodate parts of the embedded message. The message embedding program modifies the size of the data structures. The digital watermark is placed in additional memory locations. Two approaches to the placement of digital watermarks are proposed. Arrays are ordered in lexicographic order. Parts of the embedded message are placed in arrays. There are no array names in the executable code. nformation for stegonographic analysis is not available. Arrays for embedding can also be selected in any order. Portions of the digital watermark are written to a dynamic unidirectional list. The unidirectional list is embedded in arrays. Embedding into objects of the same class is carried out using similar methods.
PREVENTION OF CYBER CRIME: BANGLADESH PERSPECTIVE

Computer crime, also referred to as cyber crime, has increased in severity and frequency in the recent years and because of this it has become a major concern of attention for the companies, universities and organizations. The Governments across the world, police Departments and intelligence units have started to react to cyber crimes. This study provides an overview of cyber crime and examines awareness in different respondents on the issue of cyber crimes in Bangladesh as well as emphasizes the severity of the problem and the urgent need to limit its impact worldwide. It is pertinent to mention that without creating a precise legal framework enabling law enforcement agencies to identify cyber offenders and prosecute them it is almost impossible to prevent cyber-attacks and cyber crimes in Bangladesh. The present technical protection measures in the prevention of cyber-crimes in the country there are many circles and cases wherein such technology is not available or failed or circumvented by a number of barriers. To remove all such obstacles, the existence of a proper legal frame-work is of great importance for recreating and maintaining cyber-security.
LibGuides: Trans Characters in Children’s Books: Collection Development & Strategies for Public Libraries: Frequently Challenged Trans Stories

A guide for informational professionals navigating patrons' challenges to public library collections, specifically regarding those featuring trans characters and authors in young people’s stories.
Conscious AI

Recent advances in artificial intelligence (AI) have achieved human-scalespeed and accuracy for classification tasks. In turn, these capabilities havemade AI a viable replacement for many human activities that at their coreinvolve classification, such as basic mechanical and analytical tasks inlow-level service jobs. Current systems do not need to be conscious torecognize patterns and classify them. However, for AI to progress to morecomplicated tasks requiring intuition and empathy, it must develop capabilitiessuch as metathinking, creativity, and empathy akin to human self-awareness orconsciousness. We contend that such a paradigm shift is possible only through afundamental shift in the state of artificial intelligence toward consciousness,a shift similar to what took place for humans through the process of naturalselection and evolution. As such, this paper aims to theoretically explore therequirements for the emergence of consciousness in AI. It also provides aprincipled understanding of how conscious AI can be detected and how it mightbe manifested in contrast to the dominant paradigm that seeks to ultimatelycreate machines that are linguistically indistinguishable from humans.
Le parole delle politiche linguistiche dell’Unione Europea Spunti per un’analisi lessicale

The aim of the paper is to analyse the language policies of the European Union through a lexical analysis of documents concerning languages and education. On the basis of the lexical use within EU documents, how are languages conceptualised and how do linguistic and educational concepts evolve? A corpus of EU documents has been collected and analysed to research the frequency of use of words, concordances, and keywords. The focus is on the multiple ways used to refer to the concept of language in documents published over different decades.
Prospective Teachers’ Difficulties in Integrating Technology Into Problem Solving and Teaching on Rational Numbers

Background: The use of technology in mathematics teaching is fundamental because it enables students to activate basic mathematical processes. This makes it necessary to carry out studies to identify the prospective teachers’ knowledge, so technology can be integrated into their teaching. Models such as TPACK have been developed precisely to analyse the results of this type of study. Objectives: Describe the prospective teachers’ challenges to integrating technology into their explanations. Design: The study carried out is exploratory, with a descriptive purpose. Settings and participants: The research was carried out with a sample of 47 pairs of prospective teachers from the University of Zaragoza. Data collection and analysis: We used a data collection tool consisting of a task that involves solving a problem of products of fractions and designing the corresponding explanation for some hypothetical students of the early years, with and without technology. These data are analysed under the TPACK framework. Results: We identified and analysed the difficulties that our prospective teachers present in the face of some relationships between technology and content, and others of a pedagogical-mathematical nature, to relate different interpretations of the rational number adequately, and their tendency not to include technological tools to design their explanations. Conclusions: Our analysis allows us to propose actions to improve our teachers’ education to include technology in their classes.
Library Home / LibGuides: Science Tutoring Center : Open lab

Peer tutoring for science courses Open lab is a chance to practice lab skills and look at models
PERANCANGAN SISTEM PAKAR OBAT HERBAL KONSULTASI PENYAKIT LAMBUNG MENGGUNAKAN METODE FORWARD CHAINING BERBASIS WEB

Indonesia is a country that has various types of plants that can be processed into herbal medicine. However, most people do not know the benefits and properties of herbal medicines made from natural ingredients such as certain plants to treat various diseases. Therefore, this research was conducted to create an expert system that can make it easier for people to overcome diseases of the gastrointestinal system using herbal medicines. This system uses the Forward Chaining method for tracking the disease. This research is expected to help people in utilizing herbal medicine to treat gastric diseases.This system is expected to be able to revive the importance of the benefits of herbal medicine, especially in overcoming diseases of the stomach. The system is also expected to be able to make it easier and more efficient for a person to detect gastric disease early and treat it with various types of herbal medicine.
Analysis of problems of storage and processing of data in serverless technologies

The object of research is the problems of storing and processing data in serverless technologies. The research carried out is based on a logical approach to storage, data processing and transmission processes. The main hypothesis of the study is that when moving from a monolithic architecture to microservice architecture, and then from a microservice architecture to a serverless architecture, the process of storing and processing data requires modifications and new approaches to solving classical problems of working with data. The problem of interacting with data is an integral part of the work of almost all computer systems, as they lay the basis for the goal of creating such systems. Serverless computing has already taken root in cloud computing. Improving its work is now one of the most popular tasks in the research field. In this article, let’s review one of the global problems – integrating serverless computing system with a database. As well as currently existing partial or complete solutions. Progress in this area can give impetus to the development of serverless technologies that supplant more outdated software development approaches. The result of these studies brings a certain understanding at what stage of development the above question is now. It also describes the advantages and disadvantages of the new systems. It is considered what innovations have been brought by the global giants in the development of serverless platforms, and what solutions are applied to open source platforms. This issue has not been fully resolved and requires developments and improvements, and therefore remains an excellent direction for development and new research.
The Icelandic Child Language Error Corpus (IceCLEC) Version 1.0

Villumalheild islensks barnamals er safn texta a nutimaislensku sem hafa verið skrifaðir af islenskum moðurmalsmalhofum a aldrinum 10–15 ara. Villur hafa verið merktar, t.d. hvað varðar stafsetningu, malfraeði og fleira. Hver villa i textanum er flokkuð með hjalp villukoða, en 253 villukoðar eru notaðir i malheildinni. Malheildin samanstendur af 34 textum með 2.293 flokkuðum villutilvikum. The Icelandic Child Language Error Corpus (IceCLEC) is a collection of texts in modern Icelandic, written by native speakers of Icelandic of ages 10 to 15. They have been annotated for mistakes related to spelling, grammar, and other issues. Each mistake is marked according to error type using an error code, of which there are 253. The corpus consists of 34 files with 2,293 categorized error instances.
Integrated Education of Data Analytics and Information Security through Cross-Curricular Activities

The National Research Council’s report states that cross-sectional studies of multiple courses within a discipline, or all courses in a major, would enhance the understanding of how people learn the concepts, practices, and ways of thinking of science and engineering and the nature and development of expertise in a discipline. In science and engineering, everevolving technology and information make integrative abilities necessary and especially valuable. In this study, we investigated cross-curricular pedagogy, by engaging undergraduate students of two disciplines in collaboration on a common, contextconnected project, so that students are better prepared for solving interdisciplinary problems in career settings. We implemented cross-curricular pedagogy in a network security course and a big data analytics course. The era of big data enables datadriven malicious detection, and big data analytics techniques have been applied to analyzing network logs to reinforce information security and predict abnormal behaviors, so these domains overlap. We investigated two forms of cross-curricular activities: one was integrated instructional units, and the other was crosscurricular knowledge integration projects. The results show significant improvements in students confidence in solving crossdisciplinary problems and a much better understanding of data analytics and information security, as well as the connections between them. This project is the first to study the loose integration of two context-connected courses that are taught in parallel.
A background-induced generative network with multi-level discriminator for text-to-image generation.

Most existing text-to-image generation methods focus on synthesizing images using only text descriptions, but this cannot meet the requirement of generating desired objects with given backgrounds. In this paper, we propose a Background-induced Generative Network (BGNet) that combines attention mechanisms, background synthesis, and multi-level discriminator to generate realistic images with given backgrounds according to text descriptions. BGNet takes a multi-stage generation as the basic framework to generate fine-grained images and introduces a hybrid attention mechanism to capture the local semantic correlation between texts and images. To adjust the impact of the given backgrounds on the synthesized images, synthesis blocks are added at each stage of image generation, which appropriately combines the foreground objects generated by the text descriptions with the given background images. Besides, a multi-level discriminator and its corresponding loss function are proposed to optimize the synthesized images. The experimental results on the CUB bird dataset demonstrate the superiority of our method and its ability to generate realistic images with given backgrounds.
PENGARUH PENGGUNAAN MEDIA WAYANG GOLEK DAN MOTIVASI BELAJAR TERHADAP HASIL PAI MATERI SEJARAH KEBUDAYAAN ISLAM

The main objectives in this study were to determine: (1) The effect of learning the use of wayang golek media on student learning outcomes in the SKI subject; (2) The effect of learning motivation on the results of PAI on the SKI material; (3) The influence of the interaction between the learning method using wayang golek media and learning motivation on the results of the Islamic Education Science material. The approach taken in this research is a quantitative approach. The method used is the Quasy Experiment method. The number of samples in this study is in accordance with the total population of 29 students at each school, so the research is called a population study. Data collection techniques were carried out through observation, questionnaires and tests. The data analysis technique used in this study was a two-way Vactorial analysis technique (ANAVA). The results and conclusion of this study indicate that the contribution of the learning effect of the wayang golek media usage model in influencing learning outcomes is 23,354. While the influence of learning motivation on learning outcomes is 10,779. The influence of the learning model using the wayang golek media and learning motivation together on learning outcomes is 5.203.
Aplicaciones móviles para mejorar la didáctica en tiempos de Covid, en bachilleratos técnicos, del Colegio Municipal Quevedo, 2020

UNIANDES extension en Quevedo, a traves del departamento de vinculacion con la comunidad, en la carrera de Sistemas, incorpora a sus estudiantes de Octavo semestre, para brindar soluciones informaticas en tiempos de pandemia, en la Unidad Educativa Municipal Quevedo, al construir aplicaciones moviles, con la finalidad de mejorar procesos didacticos entre el docente y estudiantes en modalidad virtual. Se usaron las aplicaciones y los resultados fueron satisfactorios, tomando como prioridad la retroalimentacion constante y evaluaciones de tipo formativas, en distintas asignaturas. En la construccion de los mismos, el docente aporta con su experiencia didactica, los contenidos y evaluaciones. De los cinco estudiantes de Uniandes, construyen un aplicativo movil para cinco asignaturas, con todas las sugerencias de cada docente, los mismos que fueron usados por 150 alumnos, que en un 90% fueron cumplidos los objetivos educativos propuestos. Se pretende que para proyectos posteriores se incrementen unidades academicas del curriculo por asignaturas, si fuese posible para los seis parciales del ano escolar.Palabras clave: Aplicacion movil, material didactico digital, procesos de ensenanza, CSAT. ABSTRACTUNIANDES extension in Quevedo, through the department of outreach with the community, in the Systems career, incorporates its eighth semester students, to provide computer solutions in times of pandemic, in the Quevedo Municipal Educational Unit, when building mobile applications, in order to improve teaching processes between teachers and students in virtual mode. The applications were used and the results were satisfactory, with constant feedback and formative evaluations as a priority, in different subjects. In the construction of them, the teacher contributes with his didactic experience, the contents and evaluations. Of the five students of UNIANDES, they build a mobile application for five subjects, with all the suggestions of each teacher, the same ones that were used by 150 students, who in 90% of the proposed educational objectives were met. It is intended that for subsequent projects, academic units of the curriculum will be increased by subjects, if possible, for the six part-time periods of the school year. Keywords: Mobile application, digital teaching material, teaching processes, CSAT.
Membrane Filtration Simulation Study With Variation in the Number of Filters on Peat Water Media

The rapid population growth has an impact on the increasing need for drinking water. In swamp areas, the need for drinking water cannot be met immediately because it still contains organic compounds that make the water unfit for consumption. Peat water contains dissolved organic compounds that cause the water to turn brown and have an acidic character, so it needs special processing before it is ready for consumption. For peat water to be used by the community for drinking water, it is necessary to find an easy and cheap way to treat peat water. The use of a filtration device is one of the solutions that must be done in peat water treatment. The purpose of this study was to determine the effect of flow patterns, speed, and pressure on the filtration process with variations in the type of membrane and filtration arrangement. This research method was carried out by simulation using ANSYS 14.5 series. The simulation process begins with designing a filtration device with the following types: two-filter, three-filter, and four-filter. Then the simulation was performed by entering the value of the peat water properties into the regulatory equation.The results of this study indicate that the collaboration of two membranes with different holes in type-2 and 3 filters produces a good filtration rate. However, in type-4 filters, the use of a similar membrane is highly recommended. This filtration rate is influenced by the presence of a cross-flow reversal (CFR) region that appears, when using different filtration membranes at low pressure it doesn't matter. However, in other cases of systems operating at high pressure, CFR that appears tends to decrease the filtration rate, this is because CFR inhibits the flow rate in the filtration process.