Reviewerly/exHarmony huggingface dataset:
LibGuides: Evaluating Information: Understanding Primary and Secondary Sources

Introduction to the types of resources available for research, their purposes, and the value of those resources in research.
LibGuides: APA Referencing Style : Audio-Visual Media

The aim of this guide is to present concisely the basic rules for citing various types of resources in APA Referencing Style (6th edition).
THE SYNERGY OF ETHICAL ASPECTS AND STATE DEFENCE CHARACTERS TO ACCOUNTING COMPETENCY

This study aims to explain empirically about the synergy of ethical aspects, the character of state defence and accounting competence in the accounting profession society.The study uses qualitative research, with an interpretive approach.Data collected in-depth interviewed and active observation.There are several accounting profession communities, with members who work as public accountants, tax accountants, management accountants and educator accountants, in several cities in Java, including Surabaya, Semarang, Yogyakarta, Bandung, Jakarta.The result of this study showed that accountants are professions that carry out their work always prioritizing aspects of controlled behaviour based on a code of ethics regulated in their profession.Moreover, accountants also carry out their work following scientific abilities and technical expertise.Professional accountants show evidence in their competency.There are several components, namely; specialized knowledge that demands continuous and consistent expertise or skills and experience; very high moral standards; serve the interests of the community; there is a special permit to run a profession; become a member of a profession.The character of defending the country is a trait that shows a strong spirit that always grows and develops continuously in carrying out every professional activity.The synergy of the ethical component and character of the state defence can be the strength of the accountant's self in creating adequate competence and can become an essential ability or need to form a professional.
MODEL SISTEM PENGOLAHAN DATA PENGADUAN KARYAWAN UNTUK MENGUKUR KEPUASAN PELAYANAN DALAM MENINGKATKAN KINERJA PERUSAHAAN

Companies that are engaged in industry, currently continue to experience growth, along with increasing demand, this is certainly followed by an increase in the number of employees to reach tens of thousands, so that the company can reach the specified production targets every day. Management of a company with this number of employees is not easy, this can be seen from the high number of employee complaints that have an impact on company performance. To maintain employee performance, companies are demanded to be able to deal with every employee complaint quickly and accurately. The above problems certainly require a system that is able to measure the satisfaction of company services to employees, so that the company's performance is maintained well, besides that the system that has been running in the form of complaints is considered ineffective and inefficient, because it results in high costs for paper form preparation, not to mention the difficulties in recapitulation of complaints, this is the cause of the slow realization of actions against employee complaints and frequent errors of action due to inaccurate reports. This problem can be overcome with a computerized system, so it is expected to be able to create a recapitulation quickly, so that actions can be taken appropriately. By using various data collection and analysis methods, the design method includes usecase, activity, sequences and class diagrams, to produce an integrated system so that it can measure employee satisfaction and improve company performance.
Denoising Algorithm for Medical Ultrasound Image Based on 2D-VDM and PM

In order to solve the problem of several common methods in medical ultrasound image processing which includes Poor retention of detailed information and insignificant denoising effect, therefore a new method of ultrasonic image denoising combining two-dimensional variational mode decomposition (abbreviated as 2D-VDM) and anisotropic diffusion (abbreviated as PM) is proposed.This method firstly decomposes the image into a series of modal component (IMF) images through two-dimensional variational mode decomposition (2D-VDM),and then uses the peak signal-to-noise ratio and the normalized mean square error to filter out the effective modal components, finally, the effective modal components are subjected to anisotropic diffusion (PM) filter processing and reconstruct the processed effective components to remove image noise.The evaluation of image quality indicators from peak signal-to-noise ratio and root mean square error shows that this method is superior to other commonly used methods in removing noise and protecting detailed information in the image.
Criteria, indicators and levels of the readiness of teachers of natural specialties to develop the entrepreneurship competence of high school students

The article determines the relevance of forming the readiness of teachers of natural specialties to develop entrepreneurial competence in the system of postgraduate pedagogical education, which ensures the improvement of education and vocational training of teachers by deepening, expanding and updating their professional knowledge, abilities and skills in accordance with current needs and education. Theoretical views of scientists to the definition of key concepts: "entrepreneurial competence", "readiness", "criteria", "indicators", "levels of readiness" are analyzed.By combining problem-oriented, system-generalizing methods and method of system-structural analysis of scientific literature, the author has achieved the goal and the criteria for determining the readiness of teachers of natural specialties for the development of the entrepreneurial competence of high school students, formed in the system of postgraduate pedagogical, technological, educational, personality-emotional, behavioral ones. Within the selected criteria, appropriate indicators are defined, which characterize them and the methods and means of diagnosis are defined for each criterion: conversation, observation, questioning, analysis, report, self-report, expert evaluation and introspection. The developed system of criteria and indicators makes it possible to determine the levels of readiness of teachers of natural specialties for the development of the entrepreneurial competence of high school students: low (reproductive), medium (reproductive-reconstructive), sufficient (reconstructive) and high (creative).The analyzed criteria, indicators and levels will allow to determine the realities and to predict the dynamics of forming the readiness of teachers of natural specialties to develop the entrepreneurial competence of high school students in the system of postgraduate pedagogical education.
Neuro-symbolic Architectures for Context Understanding.

Computational context understanding refers to an agent's ability to fuse disparate sources of information for decision-making and is, therefore, generally regarded as a prerequisite for sophisticated machine reasoning capabilities, such as in artificial intelligence (AI). Data-driven and knowledge-driven methods are two classical techniques in the pursuit of such machine sense-making capability. However, while data-driven methods seek to model the statistical regularities of events by making observations in the real-world, they remain difficult to interpret and they lack mechanisms for naturally incorporating external knowledge. Conversely, knowledge-driven methods, combine structured knowledge bases, perform symbolic reasoning based on axiomatic principles, and are more interpretable in their inferential processing; however, they often lack the ability to estimate the statistical salience of an inference. To combat these issues, we propose the use of hybrid AI methodology as a general framework for combining the strengths of both approaches. Specifically, we inherit the concept of neuro-symbolism as a way of using knowledge-bases to guide the learning progress of deep neural networks. We further ground our discussion in two applications of neuro-symbolism and, in both cases, show that our systems maintain interpretability while achieving comparable performance, relative to the state-of-the-art.
H&E Staining Deep Learning Models May Preserve Prostate Cancer Tissue Samples

Researchers detailed methods and processes that may be useful for additional research and validation of computational hematoxylin and eosin staining deep learning models and the images generated by them.
輓詞·祭文을 통해 본 玉山堂 林主翊의 삶의 자취와 인맥 기반

This research investigated life traces and personal connections of Oksandang Lim Ju-ik (玉山堂 林柱翊)(1741~1797) through funeral oration. As the scholars of Gangwoo region were blocked from the government office and their academic world was depressed during that time, Lim Ju-ik also couldn’t achieve his dream of government office, instead, strived to teach younger students of Hapcheon by succeeding the family academy(家學) as a scholar out of power. However, it is difficult to know the details of his life and discipline since his writings are not remaining, but his work, 󰡔Oksandang Manjejib󰡕, has been kept by his clan. Mansa and Jemun for the dead are accompanied with ritual ceremony, accordingly, they tended to have practical purpose and become customary and conventional. Also, Mansa and Jemun to commemorate a dead person usually contained a common content in a certain part with a similar structure and expression method on the whole. Such tendency shows that it is not easy to discuss individuality and literary value of Mansa and Jemun. Nevertheless, on the basis of collective creation for the dead, considering the content that they consistently narrated, acknowledged, and empathized could be regarded as a fact that guaranteed objectivity, Mansa and Jemun, remaining in an independent book, can be the only path to approach the reality of the scholars who produced the writings. As a result, Oksandang Lim Ju-ik was born in Eunjin Lim (恩津林 氏) family in Hapcheon, and was evaluated as a person who fully succeeded the genealogy of the family academy of the clan, Seokcheon Lim Deuk-beon(石泉 林得番) – Galcheon Lim Hoon(葛 川 林薰) and Cheommodang Lim Woon(瞻慕堂 林芸) – Limgok Lim Jin-bu(林谷 林眞怤). He wished to pass the state exam but he didn’t succeed after all, later, he exerted to educate younger students, even more striving for reading and study. And during his latter years, he lived in retirement in the nature as he wished. As Eunjin Lim was renowned for the practice of filial duty and brotherly love(孝友) for generations, Lim Ju-ik also supported his parents with all his heart, and was proud of special brotherly love with his younger brother Maeakdang Lim Ju-seok(梅岳堂 林柱錫). Nevertheless his only son Lim Gyeong(林璟) died young leaving a daughter, he spent painful years, he usually did not reveal his sorrow just if he was philosophical. To see the personal connections of Lim Ju-ik through the persons who wrote Mansa Jemun, the scholars of the region were blocked from the governmental office and their academic world was depressed, accordingly, their academic network was limited to the region and dispersed without any pivotal point. Lim Ju-ik created a close relationship with Andong Gwon(安東權 氏)·Byeokjin Lee (碧珍李氏)·Nampyeong Moon(南平文氏)·Miryang Park(密陽朴氏) families, who had resided in Hapcheon-gun Daebyeong-myeon for generations based on Se-ui (世誼), established for generations, and maintained personal connection with them, forming an academic connection with them based on Cheogui(戚 誼) relationship.
LibGuides: Grade 11 and 12 Communications Technology University/College Preparation TGJ3M and TGJ4M: Technology, the Environment, and Society

Resources to support the Ontario Curriculum requirements for the Communications Technology, Grade 11 University/College Preparation TGJ3M course.
LR4SSHOC: The Future of Language Resources in the Context of the Social Sciences and Humanities Open Cloud.

This paper outlines the future of language resources and identifies their potential contribution for creating and sustaining the social sciences and humanities (SSH) component of the European Open Science Cloud (EOSC).
Cloud Computing: Difficulties in Applying Current and Proposed Nexus and Profit Allocation Rules in a Cross-Border Scenario

This article discusses the international tax challenges with respect to business profits arising from the digital economy using the cloud computing service model. In particular, it examines issues that arise from the OECD Model Convention (2017) and other OECD documents, the EU Proposal for a Directive on a Significant Digital Presence and the OECD Secretariat Proposal for a “Unified Approach” under Pillar One.
Leaders and followers algorithm for constrained non-linear optimization

&lt;p&gt;Leaders and Followers algorithm was a novel metaheuristics proposed by Yasser Gonzalez-Fernandez and Stephen Chen. In solving unconstrained optimization, it performed better exploration than other well-known metaheuristics, e.g. Genetic Algorithm, Particle Swarm Optimization and Differential Evolution. Therefore, it performed well in multi-modal problems. In this paper, Leaders and Followers was modified for constrained non-linear optimization. Several well-known benchmark problems for constrained optimization were used to evaluate the proposed algorithm. The result of the evaluation showed that the proposed algorithm consistently and successfully found the optimal solution of low dimensional constrained optimization problems and high dimensional optimization with high number of linear inequality constraint only. Moreover, the proposed algorithm had difficulty in solving high dimensional optimization problem with non-linear constraints and any problem which has more than one equality constraint. In the comparison with other metaheuristics, Leaders and Followers had better performance in overall benchmark problems.&lt;/p&gt;
Innovation in Business Organizations with Blockchain Technology

Last couple of years transformed blockchain into an emerging topic in the business literature, changing the scientific literature background, typically focused on blockchain’s technological issues and cryptocurrencies. They say that in 2015 blockchain has truly entered the business world. The increased popularity of the topic concretizes in an augmented number of conference papers and dedicated workshops, along with “call for papers” in academic journals. In this context, the paper reviews the 2015–2019 non-technical literature on blockchain having as goal to provide a structured knowledge on blockchain concepts and applications. Our findings reveal that the blockchain’s projected implications are significant and are expected to cover a varied range of industries but for the moment, the implementation of applications on an extensive basis is in an initial stage. This paper may contribute to the blockchain information and learning proliferation, providing a common basis of blockchain theoretical concepts and gives a solid starting point for further research of blockchain integration with business information systems.
Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)

We show that the skip-gram embedding of any word can be decomposed into two subvectors which roughly correspond to semantic and syntactic roles of the word.
Peningkatan Keterampilan Membaca Nyaring Melalui Media Pias-Pias Kata pada Siswa Kelas I SDN 1 Mojorejo Ponorogo

This classroom action research was conducted on grade 1 students of SD Negeri 1 Mojorejo Ponorogo 2014/2015 Academic Year, due to the existence of problems, namely the learning outcomes of Indonesian language subjects especially reading aloud were still low. Through word-of-mouth media this problem is tried to be improved and improved. The design of this study was to use classroom action research (PTK) methods which aimed to improve or improve the quality of continuous learning practices. The study was conducted at SD Negeri 1 Mojorejo Ponorogo and the students studied were grade 1 students totaling 20 students. The implementation of classroom action research was carried out in two cycles. In one cycle consists of four steps, namely (1) planning (2), 2) actions or actions (acting), (3) observations (observing), (4) reflection (reflecting). Instruments used in learning are implementation plans learning (RPP), and research instruments namely observation sheets and activity sheets. Data collection is done by observation and performance testing techniques. Data analysis uses the mean. The results of this study can be seen by the increase in reading skills of students with the following values: in the pre-cycle the average value was 57.50 (35%), in the first cycle the average score was 70.00 (60%), and in cycle II the average value rose again to 81.75 (95%). Based on the data mentioned above, it can be said that through the word pias media it is very effective to improve the ability to read aloud to grade 1 students of SD Negeri 1 Mojorejo Ponorogo in 2014/2015 Academic Year.
Neutral expression synthesis using kernel active shape model

This paper presents a modified kernel-based Active Shape Model for neutralizing and synthesizing facial expressions. In recent decades, facial identity and emotional studies have gained interest from researchers, especially in the works of integrating human emotions and machine learning to improve the current lifestyle. It is known that facial expressions are often associated with face recognition systems with poor recognition rate. In this research, a method of a modified kernel-based active shape model based on statistical-based approach is introduced to synthesize neutral (neutralize) expressions from expressional faces, with the aim to improve the face recognition rate. An experimental study was conducted using 3D geometric facial datasets to evaluate the proposed modified method. The experimental results have shown a significant improvement on the recognition rates.
Hidden Curriculum Revisited

학생들이 교육과정의 운영에 참여하는 과정에서 획득하는 것은 거기에 들어있는 가치있는 요소와 더불어 그것과 무관한 우연적인 요소로 양분된다. 잭슨은 이들 양자 중에서 후자를 잠재적 교육과정으로 규정한다. 그렇기는 해도 잭슨이 사용했던 잠재적 교육과정의 의미가 그 이후에도 그대로 유지된 것은 아니다. 특히, 애플을 비롯하여 일리치와 라이머는 잠재적 교육과정의 의미를 지배집단이 교육과정에 숨겨놓은 사회적 이데올로기로 바꾸어 놓았다. 그러나 교육과정 개발과 무관한 교사나 학생의 입장에서 볼 때, 잠재적 교육과정은 잭슨이 상정하는 그것으로 수렴될 수 있다. 그래서 잠재적 교육과정에 관한 연구의 핵심은 자연스럽게 잠재적 교육과정과 표면적 교육과정의 긴장관계를 해소하는 데에로 귀착되고 있다. 본 연구에서는 여기에 대한 기존의 입장을 비판적으로 확인하는 동시에 교과교육에서 교사의 역할에 초점을 두고 그것에 대한 대안적 입장을 모색하고 있다.The purpose of this study is to review the outcomes on hidden curriculum critically, and then to grope for the problems and solutions to it. Jackson defined hidden curriculum as something that is acquired by students in the process of education regardless of formal intentions of manifest curriculum. With Illich and Reimer, Apple transformed the meaning of hidden curriculum into social ideology which is hidden behind manifest curriculum by ruling class. But, from the viewpoint of teacher and student who are free from developing curriculum, the meaning of hidden curriculum defined by Jackson is not different from the meaning of it transformed by Apple. Nonetheless, the concept of hidden curriculum introduced by them has a fundamental problem: education is an activity which seek after value, but hidden curriculum contains not only something of value but also something the exclusion of value. In this respect, it is claimed that the meaning of hidden curriculum is limited to something to value to rebirth as educational concept. Recent studies show us the way to reconceptualize it like that. Following the studies, hidden curriculum is a fundamental source of manifest curriculum, and manifest curriculum is a overt representation of hidden curriculum. Figuratively speaking, hidden curriculum as source combines with manifest curriculum as representation like heads and tails of coins. Maintaining these relations, hidden curriculum can play role as the driving force which ushers in students to realize the formal intentions of manifest curriculum, and manifest curriculum becomes the pathway to reach the ideal state of hidden curriculum.
Correction to: Core Affect Dynamics: Arousal as a Modulator of Valence

The initial online publication contained several typesetting errors.
Evaluation of Indonesian Language Teaching and Learning for BIPA Program in Thailand

Thailand and Indonesia have a good relationship, especially in cooperation in education and culture. Indonesia has a distinctive culture in ASEAN countries. Due to the foundation of religious strength and population that conserve and preserve local traditions and culture. So, many countries are interested in Indonesia. Including Thailand as a good neighbor country with Indonesia Causing a small number of Thai people, especially the lower southern region, who are interested in learning Indonesian culture and language. Which the author has studied and researched from various universities and high schools in the lower southern part of Thailand. Which is teaching Indonesian language for students and students or the management of Indonesian language for foreigners (BIPA) There are the following topics: 1) Indonesian language teaching 2) Indonesian language teaching system 3) Indonesian language teaching media and 4) Indonesian language teaching content To support the future growth of the Indonesian group And the expansion of tourism economy in the ASEAN community.
2020 LLL Featured Talk: "Successful reconstruction of verb gaps"

This featured talk was presented by Haerim Hwang during the 24th annual College of Languages, Linguistics & Literature Graduate Student Conference on April 18, 2020. Ms. Hwang was a 2020 LLL Excellence in Research PhD student awardee and was invited to give this talk.
LibGuides: Research Basics: Evaluating Sources

This guide illustrates the basic steps of the research process. Follow these steps to search for library resources related to your topic. How to Determine the Appropriate Sources to use for Library Research
Research Guides: Online Access and Services: Cite Sources

A guide to using library resources and services remotely as classes move fully online for the near future.
Super-resolution of License-plates Using Weighted Interpolation of Neighboring Pixels from Video Frames

Recognizing the license plate from a set of low-resolution video frames using an Optical Character Recognition system (OCR) is a very challenging task. OCR systems fail to properly work in this condition. The use of high-quality cameras is a costly solution to this situation. To overcome this problem, we propose a weighted interpolation method that enhances the resolution of the license plate, using consecutive frames of a video. For this purpose, first, we register the low-resolution video frames of the license plate to the reference license plate in two steps. In the first step, a coarse registration is performed by matching the SURF features. Then a fine registration on the license plate region is performed using the phase correlation technique. After registration, the reference image of the license plate is up-sampled to the desired scale. We propose a method for estimating the intensity of pixels in the up-sampled image with an unknown value. In this method, we use a weighted averaging strategy to estimate the intensity of unknown pixels using the neighboring pixels from video frames. The obtained super-resolution is suitable for OCR. Experimental results show that applying the proposed method on low-resolution frames of the license plate, improves the quality of the license plate significantly.