Reviewerly/exHarmony huggingface dataset:
DESIGN AND ANALYSIS OF TEXT DOCUMENT CLUSTERING USING MOTH-FLAME OPTIMIZATION

With exponential increasing of text documents in the present technological era, the difficulties in retrieving the relevant data is a crucial task. It further undergoes misleading of information due to the presence of uninformative features that degrades the performance of clustering and increases the computational time. The document clustering is a most prevailing technique that transforms unorganized contents into organized contents in the form of clusters. In this study, we use Moth-Flame Optimization (MFO) algorithm for text document clustering and Iterative Closest Point Algorithm-Manhattan distance (ICPA-MD) metric. The MFO is used for document clustering and the ICPA-MD estimates the shortest distance between the clusters and finds effectively the best datasets to cluster them into single clus ter. The performance of the MFO algorithm is tested against existing meta-heuristic methods over different performance metrics. The simulation results show that the proposed method obtains improved clustering accuracy due to the selection of data points at the closer proximity.
WordPress y Canva como herramientas TIC para la enseñanza de las pandemias en la Historia en el aula de secundaria

espanolIntroduccion: Los recursos TIC y la Web 2.0 estan cada vez mas presentes en las aulas. Destaca la herramienta de software libre de WordPress, que permite la creacion de blogs de contenidos diversos. La situacion actual en Espana como consecuencia del Covid-19, ha propiciado el uso de entornos y recursos virtuales para la docencia. Objetivos: Se propone la elaboracion de un blog educativo con WordPress sobre las pandemias en la Historia y el Covid-19, y la elaboracion de una infografia con Canva, para fomentar el manejo de las TICS y la construccion de un aprendizaje autonomo y cognitivo. Material y Metodos: Se plantea la creacion de un blog con WordPress por parte del alumnado que contara con la informacion recopilada de diversas fuentes y de una infografia sobre pandemias elaborada con Canva. Resultados y Discusion: Se ha elaborado un blog a modo de ejemplo para esta propuesta educativa. La elaboracion ha sido sencilla y se considera una propuesta facil de llevar a cabo en el aula por parte del alumnado. Se pueden presentar algunas dificultades como la disposicion del material necesario. Sin embargo, el Ministerio de Educacion de Espana y la Consejeria de Educacion y Universidades, Cultura y Deportes de Canarias, trabajan para acabar con estas desigualdades. Conclusiones: Se pretende enfocar la ensenanza basandonos en otras metodologias como Flipped Classroom y Aprendizaje basado en proyectos, a traves de WordPress y Canva. El alumnado sera capaz de crear pildoras informativas con las que construir su propio conocimiento. EnglishIntroduction: TIC resources and Web 2.0 are increasingly present in classrooms. The free WordPress software tool stands out, which allows the creation of blogs with diverse content. The current situation in Spain because of the Covid-19, has led to the use of virtual environments and resources for teaching. Objectives: The development of an educational blog with WordPress on pandemics in History and Covid-19 is proposed, and the development of an infographic with Canva, to promote the use of TIC resources and the construction of autonomous and cognitive learning. Material and Methods: The creation of a blog with WordPress by the students is proposed, which will have the information collected from various sources and an infographic on pandemics prepared with Canva. Results and Discussion: A blog has been created as an example for this educational proposal. The elaboration has been simple, and it is considered an easy proposal to carry out in the classroom by the students. Some difficulties may arise, such as the disposition of the necessary material. However, the Ministry of Education of Spain and the Ministry of Education and Universities, Culture and Sports of the Canary Islands, can manage to end these inequalities. Conclusions: It is intended to focus teaching based on other methodologies such as Flipped Classroom and Project-based Learning, through WordPress and Canva. Students will be able to create information pills with which to build their own knowledge.
Closed-loop laser illumination algorithm using return photon counts

Boresight and jitter are two fundamental pointing errors of laser illumination systems. A triangular-scanning algorithm is proposed to estimate the direction of the boresight via a three-step maximum boresight estimation and laser beam deflection procedure. On this basis, the closed-loop laser illumination (CLLI) for non-cooperative targets is realized, and the Cramer–Rao lower bounds (CRLB) performance in the lower limit of the pointing error is analyzed. Additionally, a Monte Carlo simulation system is built, and the performance of the CLLI algorithm is analyzed. The simulation results demonstrate that the triangular-scanning algorithm has good performance and can accurately estimate the direction of the boresight to achieve CLLI. Further study shows that the simulation results agree well with theoretical estimations and approximate the CRLB at the lower limit.
МЕТОД ПРОЕКТІВ У РОЗВИТКУ НАВИЧОК САМООСВІТИ СТУДЕНТІВ ТЕХНІЧНИХ ЗВО

The article describes the essence of project methods for the development of self-educationskills in students of technical institutions of higher education. Approaches of foreign anddomestic scientists to improve the methods of teaching humanities in technical educationalinstitutions are analyzed. The question of introduction of innovative technologies in theeducational process is highlighted, the concepts of «pedagogical innovations», «innovations ofteaching methods» are revealed. One of the innovative teaching methods is the project method.The feasibility of applying the project method to the study of fundamental and humanities (forexample, foreign languages) in technical higher education institutions is considered. A detaileddescription of the project method classification is provided. The method of projects in this articleis considered by the author as a powerful interactive method for expressing interest in masteringthe disciplines of the humanities, fundamental and special cycle, developing self-educationalskills and acquiring a basic level of professional competence in a technical institution of highereducation. The preparation of the project, its basis is the development of classes with thestudent's chosen topic independently, based on the directions offered by the teacher (fromspecial, fundamental or humanitarian disciplines). The project must contain integrative tasksthat are performed during the hours of independent extracurricular work, and its protectionshould occur during the classroom hours of the discipline, which is studied by this method. Theauthor's development of the proposed method is presented and a detailed description is given,which focuses on the integrative nature of such activities. In order to identify the students' abilityand desire to conduct such integrative classes, a colloquium on higher mathematics is describedand the results of a questionnaire are presented to identify problems in the use of a foreignlanguage with special terminology.
Internet journalism with a practice

The aim of the course is to train journalists to work as correspondents / editors in online editions of offline media (newspapers, magazines, TV channels, radio companies) and online media that are capable of creating a multimedia information product in accordance with the needs of today. In particular: prepare an online journalist who speaks HTML; Learn how to use the WordPress site management system; to get acquainted with the skills of group work in the cloud, on the example of the Prezi presentation preparation system; to teach freely managing the genres of web journalism;Чити ensure the acquisition of a wide range of instrumental knowledge, skills and skills for successful professional activity, in particular in writing and editing a multimedia information product.Ти Introduce students to the rules of text adaptation for search engines and SEO copywriting.Objectives of the training course: to get acquainted with the main electronic editions of Ukraine and the world, their development and problems, to familiarize with technologies of search and qualitative selection of information on a network, teach the basics of preparing electronic publications,Чити To teach the features of web editing, both as an editor and as a correspondent, master the information security tools on the web and the legal framework of the web journalist.
Linkages between Foreign Direct Investment and Financial Development: Evidence from West African Countries

This study investigates the relationship between foreign direct investment (FDI) and financial development for ten member countries of the Economic Community of West African States (ECOWAS) during the period from 1970 to 2017. Domestic credit to private sector and money supply as share of GDP are used as measures for financial development. As estimation method, the study employs the Common Correlated Effect Mean Group (CCEMG) estimator that deals with both slope heterogeneity and cross-sectional dependency across countries. The empirical findings indicate bidirectional causality between money supply and foreign direct investment in the short run, while there is no evidence of causality between domestic credit to private sector and foreign direct investment. Furthermore, there is bidirectional causality between financial development and economic growth in the short run. In the long run, economic growth was found to cause both foreign direct investment and money supply. JEL classification numbers: C33, E51, F21, O55.
Fuzzy encoding with hybrid pooling for visual dictionary in food recognition

&lt;span&gt;Tremendous number of f food images in the social media services can be exploited by using food recognition for healthcare benefits and food industry marketing. The main challenges in food recognition are the large variability of food appearance that often generates a highly diverse and ambiguous descriptions of local feature. Ironically, the ambiguous descriptions of local feature have triggered information loss in visual dictionary constructions from the hard assignment practices. The current method based on hard assignment and Fisher vector approach to construct visual dictionary have unexpectedly cause errors from the uncertainty problem during visual word assignation. This research proposes a method of combination in soft assignment technique by using fuzzy encoding approach and maximum pooling technique to aggregate the features to produce a highly discriminative and robust visual dictionary across various local features and machine learning classifiers. The local features by using MSER detector with SURF descriptor was encoded by using fuzzy encoding approach. Support vector machine (SVM) with linear kernel was employed to evaluate the effect of fuzzy encoding. The results of the experiments have demonstrated a noteworthy classification performance of fuzzy encoding approach compared to the traditional approach based on hard assignment and Fisher vector technique. The effects of uncertainty and plausibility were minimized along with more discriminative and compact visual dictionary representation.&lt;/span&gt;
HUBUNGAN STATUS SOSIAL EKONOMI TERHADAP HASIL BELAJAR BAHASA INDONESIA SISWA KELAS VI SDN 02 NAGARI PADANG BALIMBING KECAMATAN LAREH SAGO HALABAN KABUPATEN LIMA PULUH KOTA

This research is motivated by bad social status. This study aims to describe the relationship of socioeconomic status with the learning outcomes of students of grade VI SDN 02 Nagari Padang Balimbing Kecamatan Lareh Sago Halaban Kabupaten Lima Puluh Kota.The type of research is quantitative research using correlational method. The population in this research is the students of class VI SDN02 Nagari Padang Balimbing Kecamatan Lareh Sago Halaban Subdistrict with the total of 71 people using the whole sample technique or the total sampling, this research uses two variables, the variable (x) socioeconomic status and the variable (y) the result of learning Bahasa Indonesia. The results showed that the average socioeconomic status of 68 with sufficient qualification and average learning outcome is 79 with good qualification. Furthermore, the test using the formula product moment obtained rhitung 0.2447 and tcal 2.0947 with degrees of freedom n-2 (71-2 = 69), and a significant level of 0.05. Hypothesis accepted if thitung&gt; ttabel. Thus H1 is accepted because the test results prove that t count is greater than ttable that is 2.0947 &gt; 1,671. It can be concluded that there is a significant relationship between the socioeconomic status with the learning outcomes of Indonesian students of grade VI SDN 02 Nagari Padang Balimbing Kecamatan Lareh Sago Halaban Kabupaten Lima Puluh Kota.
Design of Electronic Voting Portal Using Blockchain Technology

Abstract Creating an electronic voting infrastructure that meets law makers legal requirements has been a longstanding challenge. Broadly, this paper explores the blockchain technology through a case study summary, namely the election process and the implementation of a blockchain-based application that enhances security and reduces the cost of hosting a national election. This paper aims to find a solution to the current existing problems in the election procedure. This paper is about the study that is carried out on the blockchain and the software that is made in order to solve the current existing problems that lead to fraud during any election. The portal that has been designed not only keeps track of the security but also it provides a cost effective means for voting. The main aim of this paper is to build a smart electronic voting portal and make it more secure using blockchains since it has the potential to prevent security gaps by serving as a decentralized transaction log. Keywords: blockchain, e-voting, security, decentralisation, internet of things
Human Culture and Nature in the Context of Evald Ilyenkov’s Philosophy

This article explores the problem of understanding the nature of man: whether it is human physiology, on the basis of which culture evolves as a secondary element, or culture, which, as it develops, subordinates human physiology to itself. These viewpoints are considered by means of a gradual shift from the position of evolutionism, placing physiology at the core of the interpretation of human nature, to the position of culturally oriented understanding of man. It should be noted that among the representatives of the culturally oriented concept, one can distinguish both the position of dualism, trying to combine physiology and culture as separate elements of the whole but with the emphasis on culture, and the position of monism, which dialectically subordinates physiology to culture. An important point of the monistic position is the understanding of the relationship between two qualities, one of which is a prerequisite for the other. The paper demonstrates that the prerequisites for this quality differ from the quality itself, but are included in it in a transformed and subordinate form. This leads some researchers to misunderstand the essence of this quality and reduce this essence to the essential aspects of the preceding quality, in spite of the fact that some evolutionists recognized the existence of irreducibility between the two qualities under consideration. Representatives of dialectical monism find a leap in this transition, a turning point, resulting in a change in the quality and its essence, which is revealed precisely in this quality and not in its prerequisites. In this article, the relationship between the two qualities is presented as a relationship between physiology and culture. Physiology is one of the prerequisites for human nature, but the main prerequisite is social labour that creates culture.
A SPEAKING MODULE FOR DEAF AND DUMB USING ANDROID APP

Impair people find it difficult to communicate with the society. Sign language is the way through which deaf ssand dumb people interact with each other. Due to this disability, it is hard for them to cope up with the technology. Communication between deaf or mute with the normal people is a baffling task. To bridge this gap the proposed system acts as a mediator for the impaired and normal people. The project aims to enable individuals with a glove based flex sensor. The proposed method extracts features from sign through flex sensor and transmits the sign signal through Bluetooth module to the android mobile. Thus, the entire idea is implemented for flexible communication between speechhearing and normal people.
Mapping of top papers in the subject category of Water Resources based on the Essential Science Indicators

Based on the Essential Science Indicators (ESI) database, this study analyzed 798 top papers in the subject category of Water Resources from 2008 to 2018. The 798 top papers include 797 highly cited papers and 21 hot papers in the field. Distributions of document type, language of publication, scientific output, and publication of journals are reported in this article. Co-authorship network visualization of author, organizations and countries, co-occurrence network visualization of all keywords was visualized using VOS viewer software. Results showed that 798 papers, all written in English, were from 2,845 authors, 80 countries/territories and 1,107 organizations, listed in 49 journals in the field of water resources. Top 5 core journals with higher impact factor ranked as Water Research, Journal of Hydrology, Desalination, Catena and Advances in Water Resources. Top 5 countries and regions were USA, China, Australia, England and Germany. Top 5 organizations were Chinese Academy of Sciences, University of California System, Helmholtz Association, Delft University of Technology and Eth Zurich. Based on the analysis of network map of VOSviewer, there is cooperation for authors, organizations and countries or regions. The analysis of keywords showed that the research of water resource was separated 6 clusters. This study demonstrates that there are more top papers come from journals with the higher IF and higher rank in Category of Water Resources. Therefore, authors can choose their ideal Journal with a high impact factor to publish papers in the English language related to this research field.
PENGEMBANGAN MEDIA PEMBELAJARAN BERBANTUAN ADOBE FLASH PADA TEMA INDAHNYA KERAGAMAN DI NEGERIKU DI KELAS IV SDN 101771 TEMBUNG

This study aims to describe the quality of adobe flash assisted learning media products as learning media based on student assessment in field trials, media expert assessments, material expert assessments and educational practitioner assessments. This type of research using the Research and Development (R&D) method, through the ADDIE development model. The subjects of this study were 29 students of grade IV SDN 101771 Tembung, 1 media expert, 1 material expert and 1 education practitioner, namely grade IV teacher. There are 2 data collection instruments used in this study, namely: 1) an assessment sheet of the quality of adobe flash assisted learning media for media experts, material experts, fourth grade teachers in SDN 101771 clay, and 2) questionnaire responses of students to adobe flash assisted learning media. As a result of the validation and feasibility of the media from the four stages, the average assessment of adobe flash-assisted learning media is declared Very Good (4.9) and Very Eligible (98%) for used as a learning. Keywords: Research and Development, ADDIE Model, Adobe Flash
Media Ecology of Citizen Journalism

&lt;p&gt;The development of everything is closely related to its ecological system. To be exact, it should be the ecological environment of things that gives birth to and promotes its growth. This rule also applies to citizen journalism. To study citizen journalism, it is necessary to make a systematic analysis of its ecosystem and explore the factors in the ecosystem affecting its formation and development. Only by clarifying the ecological background of the emergence and development of citizen journalism can citizen journalism be better applied.&lt;/p&gt;
Бред и психозы: формы безумия или механизм культуры?

We put the question: what are the real limits separating the thought of a madman from what one call “norm”? In spite of a huge number of publications on this subject the problem remains unsolved: in attempting to describe the limits of the normal we realize that we donʼt understand indeed the very subject of our description. Either this “norm” turns out to be something ordinary and boring, or this concept itself becomes meaningless. Can one call “normal”, i.e. not delusional, an ecstatic state? Or can we call “normal” maximum exertion during a creative process as well as the state of anxiety, fear or, for example, a narcotic trip? It is impossible to deny the fact that nearly all the world culture has been made by the people in such altered states of consciousness that, following common sense, donʼt fall into the category of the normal. Does it actually mean that all the world culture, or at least its most interesting part, is closer to madness than to norm? In this paper we attempt to look at delirium, one of the most often-happening and also enigmatic forms of madness, not just as a product of delirious consciousness but rather as a code. One can break this code if to treat delirium as a kind of interface displaying mental and linguistic data not censored by consciousness. We donʼt consider delirium as uniquely a phenomenon of the unconscious but rather as “illegal product” appearing as a result of mythological, historical and ideological practices exerting influence on the human during his or her life. Delirium is a narrative devoid of logic but not of sense.
Develop SAC for an Anytime Available Platform

In Chapter 2 and specifically in item 5 of the section titled “Customer’s Current Landscape and Pain Points,” we discussed how legacy applications hosted on archaic and outdated infrastructure needed perpetual maintenance, causing lack of availability on a regular basis. ABC Inc.’s legacy analytics systems are primarily batch driven and do not provide access to real-time data. Further due to complexity of the landscape, any change or new analytical requirement takes considerable time to respond, and many end users therefore rely on using local solutions and working through their own on MS Excel-based options. Due to the lack of readily available data, these end users have to either defer the decision or rely on past experience, which is often not the best or most effective decision.
Influence of Visual Symbol’s User Background and Symbol Semantic Abstraction Level on User’s Cognition in AR Auxiliary Assembly Environment

This paper reports on a cognitive study on visual symbol in the field of AR auxiliary mechanical assembly, which is used to measure the cognitive mechanism of visual signs. Based on the Likert scale method, we conducted an experimental study. The independent variables were the semantic abstraction level of the symbol and the user background. The dependent variables include the specificity, complexity, familiarity, and semantic consistency. A total of 42 subjects participated in the experiment. The main findings of this study were as follows: (1) the semantic abstraction level of symbols has significant differences in the specificity, complexity, familiarity, and semantic consistency (P < 0.05); (2) The influence of user background on the cognition of symbols was not significant; (3) There were significant interactions effect among user background, semantic abstraction level and specificity (P < 0.05). In addition, this study provides a method for symbol design evaluation using data analysis in related working conditions in AR industrial applications.