Reviewerly/exHarmony huggingface dataset:
Multi-objective NSGA-II based community detection using dynamical evolution social network

Community detection is becoming a highly demanded topic in social networking-based applications. It involves finding the maximum intraconnected and minimum inter-connected sub-graphs in given social networks. Many approaches have been developed for community’s detection and less of them have focused on the dynamical aspect of the social network. The decision of the community has to consider the pattern of changes in the social network and to be smooth enough. This is to enable smooth operation for other community detection dependent application. Unlike dynamical community detection Algorithms, this article presents a non-dominated aware searching Algorithm designated as non-dominated sorting based community detection with dynamical awareness (NDS-CD-DA). The Algorithm uses a non-dominated sorting genetic algorithm NSGA-II with two objectives: modularity and normalized mutual information (NMI). Experimental results on synthetic networks and real-world social network datasets have been compared with classical genetic with a single objective and has been shown to provide superiority in terms of the domination as well as the convergence. NDS-CD-DA has accomplished a domination percentage of 100% over dynamic evolutionary community searching DECS for almost all iterations.
Library Guides: Business: Property

This is a curated list of key resources relevant to Business, Accounting, Financial Planning, Human Resource Management, Management, Marketing and Property. To see all available databases, please go the the Library's A-Z Databases page.
LibGuides: A Guide to Using EBSCO host´s Military and Government Collection: Helpful Search Tools

Tips and guidance to searching in EBSCO host´s Military and Government Collection for Marines, Sailors, and library staff working at the Combat Center Library.
A Graph Spectral Approach for Restoring Images Corrupted by Shot-Noise

Image restoration is a fundamental problem in image processing. Usually, images gets deteriorated while storing or transmitting them. Image restoration is an ill-posed inverse problem, wherein one has to restore the original data with a priori information or assumption regarding the degradation model and its characteristics. The literature is too elaborate for various restorations under different assumptions on the degradation-architecture. This paper introduces a strategy based on graph spectral theory to restore images with non-local filters controlled by a loss function. The non-local similarity-based weight function controls the restoration process resulting in the preservation of local image features considerably well. The parameter controlled adaptive fidelity term helps to re-orient the diffusion to handle data correlated shot-noise following a Poisson distribution, which is pretty common in many medical and telescopic imaging applications. Experimental results are conforming to the fact that the proposed model performs well in restoring images of the different intensity distributions.
SISTEM PENDUKUNG KEPUTUSAN PENERIMAAN BEASISWA BERPRESTASI MENGGUNAKAN METODE WEIGTHED PRODUCT (WP) DI SMA NEGERI 1 NAN SABARIS

SMA Negeri 1 nan Sabaris has an outstanding scholarship given to outstanding students and underprivileged students.To determine students who are entitled to receive scholarships, 1 nan Sabaris public schools use the manual method, so it takes time and results that are inaccurate and not on target.The researchers aimed to establish a decision support system to assist officials and schools in selecting students who were eligible to receive scholarships based on their scholarship acceptance criteria at Sabaris 1 nan SMA.The method applied in the decision support system for this discussion uses the Weighted Product (WP) method which uses the Java programming language and the MySQL database as the database.In designing the decision-making system for exceptional scholarship achievement, the authors used the System Development Life Cycle (SDLC) concept such as problem analysis, system design, code writing program, implementation and maintenance testing program.In testing the decision support system built using the Black Box test.From the trial results stated that the decision support system is able to provide students with recommendations for the achievement of outstanding academic knowledge in accordance with established criteria.The conclusion of this study is the creation of a system that can help SMA Negeri 1 nan Sabaris in providing exceptional scholarships according to the scholarship recipient student data.
Designing a Computer Network in Building a Smart School with Case Study of SMA Negeri 1 Kediri

Smart school is a technology-based school concept used in the teaching and learning process in the classroom. The use of educational technology includes an integrated system that assists the educational community in carrying out their respective functions with the aim of developing the potential of students. The use of technology in the field of education is expected to help and facilitate students and schools in conducting learning so that technology is able to facilitate and solve problems in learning.&#x0D; In building smart schools, it is also necessary to design technology developed in technology. The concept of network development that will be used is to use the Top-Down method and the topology used is to use ring topology and star topology. With the development of smart schools, it is expected that education using technology will continue to develop.
Clinical and Cytology Description of Various Neck Lumps in Madani Medan Hospital

A B S T R A C TThis study aims to determine the clinical and cytological features of various necklumps. This study used a descriptive observational method with a cross-sectionalapproach to determine the clinical and cytological features of various neck lumps.This study used secondary data of patients with indications of a neck lump whowere undergoing treatment or examination at the Medan Madani Hospital in 2018- 2019. The population in this study were all patients with symptoms and positivesexperiencing a lump in the neck, at Madani Hospital Medan. Data processing iscarried out after the observation and recording of medical record data is inaccordance with what is needed, the data obtained is tabulated and coded for lateranalysis. The results of this study indicated that respondents who experiencedthyroid nodules were more dominant in female respondents with a total of 11respondents, with the most common type of thyroid nodule adenoma follicularthyroid, namely 9 respondents with female gender. Respondents who experiencedinflammation were dominated by female respondents with a non-specific chronicinflammation process on the right side of the neck with a total of 10 respondentswith a percentage of 23.8%.
Competence of modern teacher

In this article it is spoken about the importance and necessity of the competence of modern pedagogue in the development of education system. Modern educational institutions need pedagogically competent specialists. One of the main requirements of the educational system today is the training of highly qualified personnel, this task is now directly entrusted to the teacher. The changes that are taking place in the modern education system are necessary to improve the qualifications and professionalism of the teacher, that is, his professional and pedagogical competence.
Implementasi Revolusi Industri (4.0) Pada Ukm Ayam Broiler Melalui Mesin Pakan Ayam Otomatis Berbasis Internet Of Things (IoT)

Small and medium enterprise (SME) of boiler chicken own by Mr Sugiran, had been pionered since 2015 was one of SME in Desa Jambewangi Banyuwangi that has been operationally effected by the corona virus desease. Some government policies on Corona desease in preventing the virus spread made this small bussiness threathen out of bussiness. Layoffs made by the company caused on the threatment and feeding process of the livestock that made mortality on the livestock were rising. The fall of chicken livestock prices made this bussiness threaten to be bankruptcy. As a result of problem identification faced by the partner, offered solution by team is by implementing technology on automatic chicken feeding base on internet of things (IoT) and its applied on pos franchise system. The result of using this application are rising on chicken livestock, decreasing in livestock mortality till harvesting period, economically cut the cost of feeding process, rising on income (omzet) for the partner in harvesting period of broiler chicken.
The Use Of Literary Texts In Efl Classrooms To Promote Character Education

This paper proposes the use of literature in EFL (English as a Foreign Language)classrooms to promote character education. It reviews briefly theoretical issues oncharacter education and teaching English through literature. Guidelines are given forthe use of literature in the language classroom. Finally, this paper presents the technicalapplication of teaching and learning through literary texts to promote charactereducation.
Research on the Teaching of PLC Principle and Application Course and the Cultivation of Students’ Thinking Ability under the Background of Engineering Education Professional Accreditation

As PLC technology is more and more widely used in the field of electrical engineering, the teaching research of the course PLC Principles and Applications has also aroused widespread concern among college teachers. This article starts with the analysis of the teaching status of the PLC Principles and Applications course, and focuses on discussing the effective strategies of the PLC Principles and Applications course teaching and the cultivation of students’ thinking ability under the background of engineering education professional certification, hoping to cultivate more needs for the development of the new era Engineering professionals.
Optinformatics Across Heterogeneous Problem Domains and Solvers

Besides the illustration of optinformatic algorithm design in evolutionary learning and optimization within a single problem domain, this chapter further introduce the specific algorithm development of optinformatics across heterogeneous problems or solvers. In particular, based on the paradigm of evolutionary search plus transfer learning in Sect. 3.2 , the first optinformatic algorithm considers the knowledge transfer for enhanced vehicle or arc routing performance across problems domain. It intends to transfer the knowledge from vehicle routing to speed up the optimization of arc routing, and vice versa. The vehicle and arc routing problems used in Sect. 3.2 is again considered in this work to evaluate the performance of the optinformatic algorithm. Next, the second optinformatic method introduce the evolutionary knowledge learning and transfer across reinforcement learning agents in multi-agent system. Two types of neural network, i.e., feedforward and adaptive resonance theory (ART) neural network, are employed as the reinforcement learning agents, and the application of mine navigation and game of unreal tournament 2004 are used as the learning task to investigate the performance of the optinformatic method.
ON THE PUBLICATION OF ELECTRONIC BOOKS IN BELARUS

The article attempts to characterize what the «electronic book» phenomenon in Belarus is, the publication of electronic books and its possible prospects.
AN ANALYSIS OF THE CAUSES OF LOW SPEAKING PERFORMANCES AMONG ENGLISH STUDENTS

The objectives of this subject are to find out the causes of low speaking performances among English students at fourth semester of English Study Program University of Muhammadiyah Bengkulu. This research used descriptive method. The subjects of the study were32 students from A, B, and C classes at fourth semester who got low speaking performance. The researcher used speaking test and interview as the instruments of the research in this study. The findings of this research revealed that the causes of students’ low speaking performance were; (1) Internal factors (Psychology), such as low self-esteem and confident to speak English, lack of the aspects of language while communicating, including fluency, intonation, vocabulary, pronunciation, and grammar mastery, and (2) External factor, it was bad learning environment such as there are no friends or partner to talk/improve English outside of the class because they always speaks in bahasa or local language. The main cause of low speaking performances among English students at fourth semester of English Study Program University of Muhammadiyah Bengkulu was internal factor. From the interview, there were 31 of 32 students mentioned anxiety and unconfident. The findings of this research revealed that the causes of students’ low speaking performance were; (1) low self- esteem and confident to speak English, (2) lack of the aspects of language while communicating, including fluency, intonation, vocabulary, pronunciation, and grammar mastery (3) limited topical knowledge which is as knowledge structures in long-term memory, and (4) bad learning environment. Keywords: Causes of Low Speaking Performance, Speaking Performance
ASPECTS OF PEDAGOGICAL CONTROL AND EVALUATION OF THE QUALITY OF EDUCATION

"The article considers aspects of pedagogical control and quality of education. The problem of quality of education as a problem of control and evaluation of educational activities. The article defines the quality of education from the point of view of its application in various spheres of human activity. We have developed a policy framework for monitoring and evaluating educational activities as part of the global reform of the education systems of our countries. These countries have started to define norms (standards) in the development of training programs, which is an important stage of national policy in the field of education and quality control as an integral part. These norms (standards) are a necessary basis for defining the goals of education, creating a single pedagogical space in the country, which will ensure a uniform level of General education received by young people in different types of educational institutions. "
Dialogue as a Joint Activity

The chapter introduces the shared workspace framework for dialogue. We show how the framework used to explain cooperative joint activities in general can be applied to dialogue. In dialogue, the framework is similar to that for other cooperative joint activities except that the meaningful entities in the shared workspace are signs as well as associated objects.
PENGGUNAAN PERPUSTAKAAN DALAM PROGRAM GERLIMA DI MADRASAH TSANAWIYAH NEGERI (MTSN) 1 JOMBANG

The literacy movement program promoted by the Ministry ofEducation and Culture aims to inspire the public, especially students, to comeread books in the library. This study aims to determine the use of libraries in themadrasa literacy movement program in MTsN 1 Jombang but also aims to fosterthe interest and enthusiasm of students in literacy activities, especially reading inthe library. The research approach uses descriptive qualitative, and the type ofresearch is a case study. Data collection techniques used are observation,interviews, and documentation. Data analysis using models from Miles and Huberman consisted of data reduction, data presentation, and conclusion making.The results of the study explained that in attracting students' enthusiasmregarding the use of libraries a madrasa literacy movement program was created.The program implemented at MTsN 1 Jombang is the reading activity programin the library and the GERLIMA (Madrasah Literacy Movement) program. Inthe program, students are encouraged to carry out literacy activities in the library.
LibGuides: Accessing Library Resources and Services Online: Troubleshooting

A guide to help NOVA faculty, students, and staff access library resources and services off campus.
Copyright Basics for Student Journals: from Author Rights to Image Reuse

Slides from a presentation at the Student Journal Forum 2021. Presented by Canadian academic libraries from Feb 16-19, 2021.
Topology generated non-fungible tokens: blockchain as infrastructure for architectural design

The paper presents a new digital infrastructure layer for buildings and architectural assets. The infrastructure layer consists of a combination of topology graphs secured on a decentralised ledger. The topology graphs organise non-fungible digital tokens which each represent and correspond to building components, and in the root of the graph to the building itself.The paper presents background research in the relationship of building representation in the form of graphs with topology, of both manifold and non manifold nature. In parallel we present and analyse the relationship between digital representation and physical manifestation of a building, and back again. Within the digital representations the paper analyses the securing and saving of information on decentralised ledger technologies (such as blockchain). We then present a simple sample of generating and registering a non-manifold topology graph on the Ethereum blockchain as an EC721 token, i.e. a digital object that is unique, all through the use of dynamo and python scripting connected with a smart contract on the Ethereum blockchain. Ownership of this token can then be transferred on the blockchain smart contracts. The paper concludes with a discussion of the possibilities that this integration brings in terms of material passports and a circular economy and smart contracts as an infrastructure for whole-lifecycle BIM and digitally encapsulates of value in architectural designPlease write your abstract here by clicking this paragraph.
Introduction to Machine Learning

The previous chapter discussed different Fuzzy Inference Systems, which are used to make various practical control systems. But these systems are static, which means the fuzzification process, defuzzification process, defining memberships, etc. is all done manually. With intelligent systems, it is always better to learn most of the things from the data, rather than hard-coding it directly. This area of Fuzzy Inference Systems is where most of the parameters are learned. The neural networks approach is called Fuzzy Neural Networks.
The Anatomy of the Transmission of Macroprudential Policies

We analyze how regulatory constraints on household leverage—in the form of loan-to-income and loan-to-value limits—affect residential mortgage credit and house prices as well as other asset classes not directly targeted by the limits. Supervisory loan level data suggest that mortgage credit is reallocated from low-to high-income borrowers and from urban to rural counties. This reallocation weakens the feedback loop between credit and house prices and slows down house price growth in “hot” housing markets. Consistent with constrained lenders adjusting their portfolio choice, more-affected banks drive this reallocation and substitute their risk-taking into holdings of securities and corporate credit.Institutional subscribers to the NBER working paper series, and residents of developing countries may download this paper without additional charge at www.nber.org.
Medijpratība Latvijā: iedzīvotāju aptaujas rezultāti (2019) un nākotnes uzdevumi

The article aims to present the latest results of the media literacy survey of the Latvian population, compare them with the indicators of 2017, and outline the future tasks for successful media literacy development in Latvia based on the identified problem situations. The results of the 2019 research were obtained in a representative survey of the Latvian population. It was conducted by the Latvian Council of Science project “Latvian Media Ecology: Analysis of the Changes Caused by the Fourth Industrial Revolution” No. lzp-2018/2-0260. To explain the context, the article begins with an explanation of the concept of media literacy, a brief overview of the development of media literacy in Latvia over the past five years, and a description of the media literacy of the Latvian population. Although some media literacy indicators of the Latvian population have improved in terms of self-assessment, there are still results that indicate the need to intensively continue media literacy education and address it more purposefully to certain groups of society. In the second part, the author offers a vision of some future tasks in the process of promoting media literacy in the field of project topics and media literacy strategy and policy planning. The first task is to encourage children and young people to think critically in evaluating Youtube and other social media content. The second highlights the need to reach the population with a low level of education. The third draws attention to the need to successfully integrate the media literacy issues included in the new education standard into students’ daily work and provide lifelong learning for teachers. The fourth task for the future is to design long-term projects, also thinking about measuring their effectiveness.
LibGuides: Certificate & Diploma Programs at Central Penn College: Bookkeeping Certificate

Guides for the credit-bearing certificates at Central Penn resources that support he Bookkeeping Certificate at Central Penn
Service Design in the Cloud

In computer science, the notion of service is a broad term that incorporates any IT service delivered and accessible globally from the Internet. With the arrival of social networks and the pervasive entry of IT into business infrastructures, the population of (web-based) Internet service has grown large enough to turn the need, acquisition, delivery, maintenance and upgrade of computing resources into real strategic challenges. Along with the technology evolution and the growth experienced on the available information, the resource demand has been increasing in both science andengineering marketplaces. To satisfying the growth in resource demand, there have been attempting to enhance the resource-efficiency of delivered service to users, i.e., the effective utility from the available resources, before investing in additional compute resources, in an attempt to maximize their business competitiveness and return on investment of their infrastructures. Accordingly, one of the significant features that make cloud computing an attractive service-oriented architecture for competitive business is: elasticity, i.e., the ability to scale up/down the resources on-demand together with pay-per-use pricing model which eliminates the need for massive up-fronts investment in local infrastructure, a model that was not economically feasible in the era of traditional enterprise infrastructures.Therefore, the work in this thesis had the focus on improving performance and resource utilization of service in Cloud environment.