Reviewerly/exHarmony huggingface dataset:
A pyramid non‐local enhanced residual dense network for single image de‐raining

Single image de-raining based on convolutional neural network (CNN) has made considerable progress in recent years. However, usually the de-rained result has dark artifacts and image textures tend to be over-smoothed. In this paper, a pyramid non-local enhanced residual dense network is proposed to reduce such distortion. Firstly, the down-sampled images are input into the Laplacian pyramid, which can extract the overall and partial texture clues, and subsequently a set of images of different scales are produced. Secondly, these images are fed into a non-local enhanced residual dense block, which can not only capture long-distance dependencies of feature maps, but also fully utilizes the hierarchical features in every dense block, leading to high accuracy of rain streaks extraction and better preservation of image edge detail. Finally, the de-rained image is gradually restored by Gaussian reconstruction pyramid. Experimental results on both synthetic data and real-world data show that the artifacts distortion is obviously reduced by the proposed network. And the quality of de-rained image is significantly improved compared with the state-of-the-art methods.
David Loeb Gaunkyo | Blog | William Anderson, Guitarist & Composer

Gaunkyo [smplayer tag=Loebgaunkyo=bar-ui bar-ui=full-width] for sho and viol quartet In Gaunkyo David Loeb combines the Japanese shō with archaic Western string …
ABSA-Bench: Towards the Unified Evaluation of Aspect-based Sentiment Analysis Research

Aspect-Based Sentiment Analysis (ABSA)has gained much attention in recent years. It is the task of identifying fine-grained opinionpolarity towards a specific aspect associated with a given target. However, there is a lack of benchmarking platform to provide a unified environment under consistent evaluation criteria for ABSA, resulting in the difficulties for fair comparisons. In this work, we address this issue and define a benchmark, ABSA-Bench, by unifying the evaluation protocols and the pre-processed publicly available datasets in a Web-based platform. ABSA-Bench provides two means of evaluations for participants to submit their predictions or models for online evaluation. Performances are ranked in the leader board and a discussion forum is supported to serve as a collaborative platform for academics and researchers to discuss queries.
Implementasi Metode Fuzzy K-Means untuk Cluster Judul Skripsi Mahasiswa

Clusters are a way of classifying data which can later be used as information and processed using data mining methods with certain algorithms. From here the author wants to try to use data in the form of thesis titles or final assignments from students, which later can be grouped from these results. So that the existing data can be processed using a data mining method, namely Fuzzy K-Means (FKM). The data used in this study uses thesis data of students majoring in information technology. As a comparison, the data is also processed using K-Means, from the K-Means calculation, the average cluster is 1.014 and the DBI validity is 0.725. Meanwhile, for the calculation of Fuzzy K-Means, the cluster average is 0.069 and the DBI validity is 0.304
Are There Enough Safeguards In Place To Protect Victims Of Online / Social Media Abuse And Sexual Exploitation?

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Perancangan Sistem Pemesanan Barang dan Jasa Berbasis IoT (Studi Kasus Pratama Laundry)

is a service that is growing very fast. The demands for laundry services in urban areas are very high since its start to become daily necessity. Currently, laundry services are still limited to manual services, where consumers will come directly or contact a laundry employee to pick up. It requires a process and time which is considered quite complicated. Other problems that arise are related to bookkeeping and the possibility of missing data from consumer orders because there is no real time order data. Researchers conducted research with the aim of designing an IoT-based laundry service ordering tool that utilizes Wemos D1 mini, so that order data can be sent in real time to Telegram. The research was conducted by taking a case study Pratama Laundry by taking data from consumers who ordered via touch sensor or google voice to be sent to Telegram.
AN ERROR ANALYSIS ON THE USE OF PAST TENSE IN NARRATIVE TEXT

ABSTRACTThe purpose of this study is to analyze of student’s errors on the use of past tense in Narrative text based on the problem that students felt confused about using past tense in their writing especially Narrative text. The method of study is qualitative descriptive. The subject of study researcher chose 8 class in MTs. Darrussalam, Cepu. The result show that the reseacher found four types of errors : omission, addition, misformation, misodering. Then, the researcher found the highest error made by students is misformation with 52 % percentages. This problem influenced by student felt confused to understand simple past because they did not know the meaning and differences between regular verb and irregular verb. Therefore, students claimed if they seldom to practice writing paragraph.Key Words: Error Analysis, Past Tense, Narrative Text.
MODEL PENINGKATAN KOMPETENSI DOSEN; PERAN KNOWLEDGE SHARING, MOTIVASI, DAN NEED FOR COGNITION DOSEN UNIVERSITAS TEUKU UMAR

Competence is a set of knowledge, skills, and behaviors that teachers or lecturers must possess, appreciate, and master in carrying out professional duties. Lecturers as professional educators are required to have competence as the spearhead of the teaching and learning process. Teuku Umar University (UTU), as one of the state universities in Aceh Province, is required to improve its lecturers' competence by looking at the role of knowledge sharing, motivation, and need-for-cognition of its lecturers. This study aimed to analyze the effect of knowledge sharing, motivation, and need for cognition on lecturers' competence at UTU by using Structural Equation Modeling-Partial Least Square (SEM-PLS). The results showed that knowledge sharing and need-for-cognition had a positive effect on the lecturers' commitment, while motivation had no positive effect on lecturer commitment. However, motivation had a positive effect on lecturers' knowledge sharing, while need-for-cognition had no positive effect on lecturers' knowledge sharing. Based on the research results, UTU should facilitate its lecturers to carry out knowledge sharing activities that could be implemented through knowledge management. As for need-for-cognition, it is expected that UTU would create a new cognitive need, such as holding new knowledge competitions or rewards for lecturers who find discoveries. Keywords: competence, knowledge sharing, motivation, need-for-cognition, SEM-PLS
A blockchain-based authority management framework in traceability systems

The frequent occurrence of product quality and food safety incidents in recent years has greatly lost the trust of consumers. Traceability systems are developed to trace status of products in processes of production, transportation, and sales. However, the tracing data stored in the traceability systems' centralised database can be tampered. In this paper, a blockchain-based authority management framework for traceability systems is proposed. Tracing data are stored on Hyperledger Fabric and interplanetary file system (IPFS) to reduce data storage space and improve data privacy protection on blockchain. In the framework, using the role-based access control (RBAC) mechanism, a blockchain-based RBAC model is presented by defining entities, functions, and rules. Additionally, components in four layers are designed in the framework. Strategies of operation flows are presented to achieve authority management in business applications. The framework not only guarantees the integrity of tracing data, but also prevents confidential information from being leaked. Compared with existing approaches, experiments show that the framework performs better in time and storage.
A New Approach to Quantifying, Reducing and Insuring Cyber Risk: Preliminary Analysis and Proposal for Further Research

Few would dispute that cyber risk is a very serious problem for the global economy and for society. But there is a “disconnect” between acknowledgement of the problem and action to address the problem. What is the relationship between vulnerabilities, preventive measures, and security incidents, like the leaking of sensitive data (say credit card information) to the web? To the best of our knowledge, little if anything is known about the relationship among these variables and no one has examined this issue empirically at the micro level, that is, at the level of the firm.In this paper, we put together a remarkable and unique cross-sectional data set at the firm level that includes information on vulnerabilities, attempted email attacks, incidents (breaches), precautions (security measures.) and firm characteristics. The data set contains slightly under 1000 small and medium firms in the U.K. We empirically examine the data and show that there are meaningful correlations among incidents and the other variables. Finally, we estimate a reduced form model with incidents as the dependent variable to illustrate the potential from employing such data.
Quantum aggregated networks

It is now widely accepted that a future quantum internet will be developed supporting a wide variety of applications. The efficiency (and even viability) of such a internet will be highly dependent on how we move information around it. We discuss various routing options and show these impose quite different constraints on the fundamental building blocks of those networks. Introducing the concepts of quantum multiplexing and quantum network aggregation we show how communication maybe possible between two users on that network even when there are insufficient resources to allow such information to be transmitted over individual routes.
Model Of Continuing Education In Context Of Digital Transformation Of University

The set of measures to transfer the educational organization of higher education to the digital university model during the three-year period is described in this article.Guidelines for the development of planned activities are given in order to digitally transform the educational organization of higher education.The need to build a continuing education system at the digital university model has also been identified.This includes the following subsystems: digital competencies of students, digital educational technologies, development, and implementation of online courses.Among its principal findings, the evaluation concluded that the feasibility of developing and implementing of continuing education model is a really important action.This model combines informative and logical blocks: a digital portfolio of the student and teacher, a digital student footprint, a digital teacher footprint, personal development paths of students in higher education programs, an increase in the number of educational activities in the formation of an individual educational path, the introduction of an artificial intelligence system.The proposals were made regarding the performance of the analysis and diagnosis of digitalization tools in universities, including educational, scientific activities, university management, and administrative activities.The recommendations are given regarding a sociological study of the university's readiness for digitalization, the availability and use of individual components of the digital university model in educational and scientific activities, and the assessment of the existing level of development of digital competencies by students, teachers, and employees of the educational institution of higher education.
COMPETENCIAS DIGITALES DEL PROFESORADO: PILARES CLAVES PARA UNA EDUCACIÓN VIRTUAL DE CALIDAD FRENTE A LA PANDEMIA EN ECUADOR

The purpose of this study was focused on promoting digital skills in teachers such as:Computerization and information literacy, communication and preparation of digital content, securityin the Internet system, and problem solving through teacher training in digital applications. At present,education is in a great digital challenge and even more so with the appearance of the pandemic, thishas forced teachers to train in an accelerated way, since the vast majority of educators do not haveconsequence of direct observation in teachers by identifying that the level of mastery of digital toolsand resources is minimal, the reason on which this study focuses. The methodology is based on aquantitative approach, quasi-experimental design, the type of research is descriptive and explanatory,for data collection a survey is carried out at the beginning and after, after applying the proposal. Theresults obtained show an advance in the domain of digital competences in a complementary and notfragmented way, fundamental capacities to meet the current educational demand.
Μελέτη και προσομοίωση συνεργατικών ρομποτικών οχημάτων για βέλτιστη κάλυψη χώρων

The purpose of this diploma thesis is to design and simulate two collaborative robotic vehicles equipped with visual sensors for optimum coverage of an unknown planar space. The robot’s trajectory is obtained by wheel encoders, but also a visual odometry study using optical flow was developed. The depth of the obstacles was computed using the geometric characteristics of the pinhole camera and mapping was possible through the Recursive Bayesian Estimation. Moreover, two path planning algorithms were developed, A* and Artificial Potential Fields, as well as a controller for producing the robot speeds to follow the generated path and achieve the target position. The communication between the robots was achieved via Bluetooth to collaborate during mapping. Lastly, the experiments were simulated in Webots to determine the accuracy of the odometry, the mapping algorithm of one vehicle and the collaborative mapping of two vehicles.
Your Data or Your Life

Data, in particular personal data, is often described as the ‘new oil’ powering the information economy. It’s an attractive metaphor — evoking transformations underway in a fourth industrial revolution, heralding a world of artificial intelligence and limitless possibilities. Unfortunately, that metaphor is wrong in almost every way. Oil is finite, companies pay millions to extract it, and each barrel can be used only once. Data, by contrast, is infinite, consumers give it to you for free, and you can keep using it for as long as you like.This essay considers the nature of personal data and recent proposals to amend Singapore's Personal Data Protection Act.
Pengujian kualitas informasi laporan keuangan pada organisasi perangkat daerah

This aim of this research to know the effect of human resources quality, information technology utilization, internal control systems and supervision of the reliability and timeliness in regional financial reporting. The research was done in Organisasi Perangkat Daerah OPD Bantul. The obtained by questionnaires distributed to 129 respondents employee of the finance / accounting department. The method used in this research is multiple linear regression method. The results shows that first the of human resources quality, internal control systems, and supervision is significantly affected to the reliability and timeliness of regional financial reporting. Both the human resources quality, information technology utilization, and supervision do not affected to the reliability and timeliness of regional financial reporting. &#x0D; Keywords: human resources quality, information technology utilization, internal control systems, supervision, reliability and timeliness
DESIGN OF INFORMATION SYSTEM ARCHIVING INCOME AND OUTGOING MAIL BASED ON THE WEB AT DISKOMINFO KABUPATEN BANDUNG

The archive is a recording of activities that must be managed properly and carefully. Management archive of incoming letters or outgoing letter at the Bandung District Diskominfo still managed manually, by collecting files relating to all activities at the Bandung District Diskominfo in one place and stored in a storage closet. Management of this kind causes the lack of rigor according to the classification and archiving based on the type and importance, consequently officer had difficulty in finding the necessary documents. One of the other problems that arise is the specially for incoming letters which must include a disposition sheet from the Head of Service, so if at any time the Head of Service is not in place, it will hamper the follow-up. And when making a report in the manual system, it must record the report of the incoming and outgoing mail. It required an information system archiving of incoming mails or outgoing mails web-based that can facilitate the work of. This information system is designed using the programming language PHP and uses an object-based modeling techniques to describe the analysis and design of the system. The results of this software can be used in the Bandung District Diskominfo environment so that the new system can make it easier to search, faster and secure file archives stored. The Service Head can be when not in place, further instructions for incoming mail are not hampered. Making Reports easier without having to re-record the data of incoming and outgoing mail.
Analisis Prestasi Akademik Mahasiswa Teknik Informatika Institut Teknologi Sumatera (ITERA) Berdasarkan Jalur Seleksi Masuk Perguruan Tinggi Negeri

Indicators of student success in the academic at university is the Cumulative grade point average (GPA). Assessed from the Selection Pathways students for State Universities, it is suspected that there are differences in the academic achievement of students. Therefore, this study aims to determine and analyze the academic achievement of students based on the Selection Pathways students at the Department of Informatics Engineering, ITERA. This research is a quantitative research. The population in this study were all students who still active at the Department of Informatics Engineering generation 2017, 2018, and 2019. The samples of this study were 239 (SNMPTN), 239 (SBMPTN), and 35 (Mandiri). The data collection methods were conducted using documentation techniques in the form of GPA data’s students and the Selection Pathways students. Data were analyzed using the ANOVA test. The results of data analysis research were obtained an average GPA of students in the SNMPTN (2.93), SBMPTN (2.89), and Mandiri (2.59). Result of ANOVA test showed that F count (4.363) &gt; F table (3.0133). The conclusion of this study showed that there are significant differences in the academic achievement of students Based on the Selection Pathways for State Universities.
THE PROCESS OF KNOWLEDGE MANAGEMENT ENGAGEMENT AND ORGANIZATIONAL ETHICAL CLIMATE ON EMPLOYEE PERFORMANCE MEDIATED BY MANAGEMENT SATISFACTION OFACEH CIVIL SERVICE AGENCY

This study intends to examine the process of knowledge management engagement in employee performance as mediated by the knowledge management satisfaction of Aceh civil service agency (BKA).The population in this study was 108 leaders and employees at the Aceh Civil Service Agency.Sampling used the census method.Data were collected using a questionnaire.This research model was tested by Structural Equation Modeling (SEM).The results of research at the aceh civil service agency directly prove that: 1) knowledge management engagement affects management satisfaction; 2) organizational ethical climate does not affect management satisfaction; 3) management satisfaction affects employee performance; 4) management engagement affects employee performance, and; 5) ethical climate does not affect employee performance.Based on the results of mediation testing, it is found that 1) knowledge management engagement affects employee performance is mediated by management satisfaction, wherein this model the management satisfaction variable acts as a partial mediator, and; 2) on the contrary, organizational ethical climate does not affect employee performance, although it is mediated by management satisfaction.These findings contribute to the renewal of the theory, wherein the model of causality, some proved influential but some did not.In fact, to improve employee performance at the Aceh Civil Service Agency, Knowledge Management Engagement is a major variable that must be improved, both directly affecting employee performance and through increasing management satisfaction.For future researchers, it is hoped that they can develop this proven research model by adding other variables such as organizational commitment and organizational citizenship behavior.
LibGuides: Data Management Plan: Create a DMPTool Account

This guide introduces what a research data management plan (DMP) is, its content, the rationale of writing a DMP, and resources on DMP.
TYPE OF SENTENCES ON NOVEL DILAN BY PIDI BAIQ

This study aims to describe the types of sentences contained in the novel Dilan by Pidi Baiq and to relate to learning Indonesian in elementary schools. Data from this research ar sentences sourced from the novel Dilan by Pidi Baiq published in 2015. zThe data was collected by documentation technique and validated by triangulation theory and source technique. Then, data is analyzed by content analysis method of Miles and Huberman flow model. The results of this study indicate that the types of sentences in the Dilan novel by Pidi Baiq are direct sentences, indirect sentences, single and compound sentences, exclamation sentences, command sentences, question sentences, news sentences, complete sentences, incomplete sentences, sentences versions, inversion sentences, release sentences, climax sentences, active and passive sentences, and passive zeroes. These various types of sentences relate to learning Indonesian for students in school. These types of sentences are learned by students to be able to master language skills, especially writing skills.
Information Visualization to Assist in the Audit of Supply and Demand for Exams at a Cooperative of Health Care Professionals

In this study, we propose the use of four visualizations techniques (trade deficit, 3D scatter plot, circle packing, and chord diagram) to better understand and analyze four important issues in cost management of a private medical work cooperative. These issues have been determined during 11 interview sessions with directors and managers from said cooperative and are: monthly revenues and expenses that the cooperative has with patient care, by contract; viability of contracts; requests for examinations made by professionals licensed by the cooperative in which they are the executors; and requests for exams performed by professionals licensed by the cooperative that are executed by other professionals licensed by the cooperative. The visualizations are then demonstrated with real data obtained from the database of cooperative, which are first filtered using the interquartile range test and analyzed using the violin plot technique. The use of Visualization techniques aim to highlight possible problems that may occur, such as medical abuse, fraud, feasibility of contracts with companies or even medical errors that directly or indirectly influence the cost of the health organization.