Reviewerly/exHarmony huggingface dataset:
RESEARCH ON NODE NETWORK TRANSMISSION CAPACITY PREDICTION MODEL FOR LARGE SCALE REMOTE SENSING DATA COLLECTION

Abstract. In recent years, the use of remote sensing technology has grown exponentially in various industries such as agriculture, forestry, and urban planning. Remote sensing data collection systems rely on a network of nodes to collect and transmit data. The transmission capacity of these node networks is a critical factor in the performance and efficiency of the entire system. However, accurately predicting the transmission capacity of a node network can be a challenging task. To carry out large scale open remote sensing data collection, it is necessary to predict the network transmission capacity of nodes in the face of the difference in the execution speed of each node for various tasks. It is necessary to predict the network transmission capacity of nodes. In this research, we propose a node network transmission capacity prediction model for large scale remote sensing data collection using a combination of Particle Swarm Optimization (PSO) and Backpropagation (BP) algorithms. The proposed PSO-BP model aims to accurately predict the transmission capacity of a node network in a remote sensing data collection system. The model is tested and evaluated using a large-scale dataset and the results show that the proposed model outperforms existing models in terms of prediction accuracy. This work contributes to the field of remote sensing data collection by providing a reliable and efficient method for predicting the transmission capacity of node networks.
Formation of Information Culture of Higher Education Students in the Digital age

The purpose of the article is to analyze the features of the "information culture" of society and the individual in the digital era, as well as to determine the ways of its formation among students of higher education, in particular, specialties from the field of knowledge 02 "Culture and art"; to propose the content of the educational discipline "Information culture and academic integrity" from the experience of its teaching at the National Academy of Managerial Staff of Culture and Arts. The research methodology consists in the application of general scientific methods, namely: methods of terminological and comparative analysis, synthesis, generalization, system and activity approach, which makes it possible to achieve the set goal. The scientific novelty of the article. The work emphasizes the importance of teaching the educational discipline "Information culture and academic integrity" from the point of view of the competence approach, in the context of the formation of "information" and "digital" competence. Thus, focusing on the features of the modern stage of development of the information society, its digitalization. Examples of the formulation of information and digital competences prescribed in the requirements for "graduate competences" and "learning outcomes" in the approved Standards of higher education of the first (bachelor) level in specialties – 022 "Design", 023 "Fine art, decorative art" were selected and analyzed , restoration", 024 "Choreography", 025 "Musical art", 026 "Scenic art", 028 "Management of socio-cultural activities", 029 "Information, library and archival work" and in the relevant educational and professional programs in these specialties at the National Academy of Managerial Staff of Culture and Arts. The main content modules of the educational discipline program are defined. Emphasis is placed on the formation of the minimum efficiency of information search, critically evaluating sources of information, determining their authority and reliability, and academically fair use of other people's educational, scientific, and creative achievements. To use modern possibilities of information and communication technologies virtuously and effectively. Conclusions. The article proves the practicality of introducing the educational discipline "Information culture and academic integrity" as a mandatory educational component of the OPP, aimed at forming general and professional competencies in students of higher education majoring in the knowledge 02 "Culture and art." Recommendations for the meaningful content of the educational discipline and the use of game-based online learning methods have been determined. Focused attention on the need to develop the ability to work with information in the era of the information, digital society. &#x0D; Keywords:. information culture, information literacy, information competence, digital competence, academic integrity, Standards of higher education.
Blended Learning as an Innovative Organization of the Educational Process in Higher Education Institutions of Ukraine

The authors, based on the analysis of psychological and pedagogical literature, summarizing the results of the study of the experience of cooperation between teachers and students in the educational process of an educational institution, highlighted the specifics of the organization of partnership interaction "teacher-student" in the conditions of a mixed format of education in modern institutions of higher education. The article reveals the theoretical and methodological foundations of blended learning technologies, describes the features of their implementation in the educational process, summarizes positive developments, and outlines typical problems. Researchers emphasize that the use of blended learning technologies determines the combination of different learning formats and teaching styles. It is indicated that mixed learning technologies are the best option for organizing the educational process when it comes to learning during quarantine or pandemic, martial law, limited access to classrooms, which requires teachers and managers of higher education institutions to use non-standard approaches and creativity in meeting educational needs and professional requests of education seekers. The article notes that the use of blended learning technologies in pedagogical practice helps to optimize partnership interaction in the "teacher-student" context, promotes the formation of digital competences, improves program learning results, and increases the effectiveness of the educational process in a higher education institution.
A guide to copyright for cultural and creative sectors

Journal Article A guide to copyright for cultural and creative sectors Get access The Subjects of Literary and Artistic Copyright Enrico Bonadio and Cristiana Sappa (Eds) Edward Elgar, 2022ISBN: 9781800881754, Hard cover, pp. 290Price: £105.00 Anastasiia Kyrylenko Anastasiia Kyrylenko https://orcid.org/0000-0002-7639-913X Search for other works by this author on: Oxford Academic Google Scholar Journal of Intellectual Property Law & Practice, Volume 18, Issue 6, June 2023, Pages 473–474, https://doi.org/10.1093/jiplp/jpad035 Published: 21 April 2023 Article history Received: 21 March 2023 Editorial decision: 22 March 2023 Accepted: 03 April 2023 Corrected and typeset: 21 April 2023 Published: 21 April 2023
AN ECOMMERCE WEBSITE ALPHA DESIGN

This Research paper studies about ecommerce website.The online shopping is a process where customers directly buy goods and services over the internet.Through online shopping one can save his/her valuable time one can watch and select things he wants to buy.Nowadays, online shopping has become more popular because of online shopping one can save their time and money.Online shopping system is the application that allows the users to shop online without going to the shops to buy them.These shops are available 24 hrs.a day and 7 days a week which means customers can shop day or night while relaxing at his/her home.These shops come in various forms such as online shops, e-store, internet shops, web store, web shop, online store or virtual store.Alpha Design is a website where yo can buy home decoration items which is handmade.We sell Tablecloths, Macrame mirror, Wall Hangings, Plant Holders, Boho Bags.You can also customize products, select colors and designs.here cash on delivery is available.These shop is available 24 hrs.a day and 7 days a week which means customers can shop day or night while relaxing at his/her home.
Factors Affecting the Exercise of Police Discretion as Perceived by the Sorsogon City Police

Police as leaders hold a critical role and should stand firm and dignified. The main objective of this research work is to highlight factors that could influence the exercise of police discretion, as perceived by the Sorsogon City Police. This research work utilized the use of descriptive-correlation design, utilizing questionnaires as the means to identify the possible factors; twenty-two questionnaires were used and retrieved. Among the factors that got a high score for conducting an arrest is the location of the Place of the suspect to be arrested, with an average weighted mean of 3.32. As to the factor affecting police discretion based on case investigation, lack of interest on the part of the complainant scored high with a WAM of 3.0. While some factors scored low, this research work has concluded that (1) the length of service and rank of police offers can affect the exercise of police discretion. (2) some factors affect the exercise of police discretion as perceived by Sorsogon City police but then assured that their discretion is not clouded or influenced by other stated factors such as partisanship. (3) lack of human resources is still a prevailing factor in the impediment of police work.
Poe’s Birthday Greetings from Members of the PSA on January 19, 2023

Other| April 18 2023 Poe’s Birthday Greetings from Members of the PSA on January 19, 2023 The Edgar Allan Poe Review (2023) 24 (1): 103–111. https://doi.org/10.5325/edgallpoerev.24.1.0103 Cite Icon Cite Share Icon Share Facebook Twitter LinkedIn Email Permissions Search Site Citation Poe’s Birthday Greetings from Members of the PSA on January 19, 2023. The Edgar Allan Poe Review 18 April 2023; 24 (1): 103–111. doi: https://doi.org/10.5325/edgallpoerev.24.1.0103 Download citation file: Zotero Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All Scholarly Publishing CollectivePenn State University PressThe Edgar Allan Poe Review Search Advanced Search The following Poe excerpts were shared on the PSA listserv on Poe’s birthday when Beth Sweeney asked, “Anybody want to share a favorite (or under-appreciated) sentence?” Respondents’ names and comments follow the Poe quotations on a new line in square brackets.. . . nor could I grapple with the shadowy fancies that crowded upon me as I pondered.[I find the near palindrome wonderful, and “me as I” gives food for thought. The narrator is in front of the House of Usher of course. —Henri Justin]Misery is manifold.[Amy Branam Armiento][Sandra Tomc]I shall not die of a cough.[Bonnie McMullen]My immediate purpose is to place before the world, plainly, succinctly, and without comment, a series of mere household events. In their consequences, these events have terrified—have tortured—have destroyed me. Yet I will not expound them.[Tracy... Issue Section: PSA Matters You do not currently have access to this content.
DOES EXPLICIT INSTRUCTION IMPROVE EFL STUDENTS’ READING COMPREHENSION?

The aim of this study was to improve students’ reading comprehension using explicit instruction. Two-cycles classroom action research was applied in conducting this study. The study involved fourty-eight (48) 8th grade students of a private junior high school in Denpasar, Bali. In the process of collecting the data, the researcher administered pre-test and post-test to find the difference on students’ reading comprehension before and after being taught using explicit instruction method. A questionnaire was also administered in order to find out students’ response along the teaching and learning process. The results of this study indicate that explicit instruction could improve students’ reading comprehension significantly. It was also supported by the data of questionnaire that discovered students’ positive response on the method being used.
Game Website-Based English Learning Developed for Elementary School Students in Fourth Grade

There are lots of schools in Indonesia still use conventional learning method in learning process. That is still using the book as a medium of learning. Learning media used in the 4.0 era is still minimal and rarely uses technology as a learning medium. Gamification can be used as an alternative learning media that can make the learning process more effective, engaging, and fun. This research aims to develop learning media in the form of game for elementary school students' in learning English. This study uses a design and development (D&amp;D) methodology and the ADDIE model. The research subject is the fourth-grade elementary school students. The instrument used was a questionnaire and observations. And the data analysis used is descriptive qualitative and descriptive quantitative. The resulting data are in the form of (1) the design and development results using the ADDIE method (analysis, design, development, implementation, and evaluation). (2) To obtain product validity and effectiveness results from expert judgment, teacher, and product trial to students. From the results of expert judgment, very valid results were obtained. And the students' results are very valid, and several things need to be revised again to perfect the product
Neutrosophic Environment and E-Learning: An Investigation into Student Satisfaction and Attitudes in the College of Engineering

Ever since the transition to online learning, students from across the globe have familiarized themselves with the use of e-learning. This research paper aims to investigate students’ attitudes towards e-learning and measure students’ level of experience in using the e – system among students in the College of Engineering in the United Arab Emirates (UAE). Furthermore, this paper explores the predictors of students’ perceived satisfaction with the e-learning system quality that is integrated to facilitate e-learning. Descriptive analysis and stepwise multiple regression were chosen to achieve the paper’s objectives. Data analysis demonstrated that Engineering students showed a positive attitude towards the e-learning system and were identified with high self-efficacy and a high level of experience in using the e-learning system. In addition, multimedia instructions, self–efficacy, and e-learning system quality were found as significant predictors of students’ satisfaction with the e-learning system; however, the interactive learning activities as a predictor of perceived satisfaction did not reveal any statistical significance. Also, this paper used the DEMATEL method to analysis the student attributes and compute the weights of the attributes. The DEMATEL method is a MCDM method due to the attribute of student are neuromas so the concept of the MCDM is used. The DEMATEL method integrated with the neutrosophic sets. The neutrosophic sets is used to overcome the uncertainty and the vague data.
A study of ‘calf-path’ in file naming in institutional repositories in India

This study examined the file naming practices in 39 institutional repositories. There is evidence that calf-path exists infile naming among the curators of institutional repositories in India. The study showed that no standard or logic seems tohave been followed by repositories in the naming of the files, except by the National Digital Library of India (NDLI) and theCSIR-National Institute of Science Communication and Policy Research (CSIR-NIScPR). The study also examined thecomposition of the filenames, which shows that the author names (11.2%), titles (11.9%), journal title with volume and issuenumbers (21.1%) form the basis for the formation of filenames. It is suggested that digital repository managers have to givemore attention to name files in the institutional repository in the interest of uniformity and consistency.
Predicting Radon Flux Density from Soil Surface Using Machine Learning and GIS Data

Several machine learning algorithms including artificial neural networks (ANN), random forest (RF) and multivariate adaptive regression splines (MARS) were used to construct a radon flux density (RFD) map of Moscow for the purpose of finding which one of them would be the best for radon delineation. Predictors used included geological soil classes for quaternary and some pre-quaternary sediment types, elevations of quaternary and pre-quaternary layers, 226Ra concentration in soil, ambient dose equivalent rate (ADER), distances to geodynamically active zones and lineaments. Training of the models was performed using previously collected radon flux density data from approximately ten thousand of measurements over 756 sites. ANN and RF algorithms produced the best maps with high correlation coefficients and low mean squared error, while MARS failed to get a high correlation coefficient and low mean squared error. Predictions made using RF were found to be more conservative due to higher prediction values of RFD, while those made using ANN were likely more realistic in their prediction value distribution, leading to the conclusion that RF is better for the purposes of delineation, while ANN is better for predicting average RFD values. Based on the constructed maps, the main factors affecting the flow of radon in the city were determined.
Geneos: An Accurate Equation of State for the Fast Calculation of Two-Phase Geofluids Properties Based on Gene Expression Programming

Numerical simulation of two-phase multicomponent flows requires solving continuity, momentum, energy, and transport equations. Typically, these conservation equations are solved for computing the main variables of pressure, enthalpy, velocity, and composition. Variation of thermophysical properties (e.g., density, viscosity, etc.) as functions of the main variables necessitates introducing equations of state (EOS) to the modeling scheme, equating the number of unknowns and equations. The problem arises here as almost all the available EOSs in the literature receive temperature as an input, which is not a main variable. Guessing temperature, as an unknown input, imposes more iterations on the already iterative algorithm of the EOS and increases the computational cost. The primary focus of this study is to provide highly-precise, but fast EOS scheme for calculating two-phase fluid properties using artificial intelligence algorithms. In the first step, a Fugacity-Activity model is implemented to supply a supervised learning algorithm with a large dataset. The provided data are fed into a machine-learning (ML) model called gene expression programming (GEP). The outputs of this GEP model are high-preciseness explicit formulas for non-iterative computing of temperature and equilibrium constants. Testing the proposed GEP equations for 1,000,000 arbitrary sets of inputs revealed high accuracy in predicting desired outputs (e.g., < 0.6 % error in calculating temperature). Implementing GEP equations in modeling platforms can result in ~90 % reduction in EOS-related computational cost. This ML-based EOS is a transparent box for computing thermophysical properties of two-phase mixtures containing H2O, CO2, CH4, N2, H2S, NaCl, KCl, CaCl2, and MgCl2.
An Electrophysiological Investigation of Referential Communication

A key aspect of linguistic communication involves reference to objects in context. Whereas Event-Related Potential (ERP) responses to objects that are contextually anomalous in sentences have been well-documented, e.g., an N400 response is expected at the object position in “The connoisseur tasted the wine …” vs. “the roof ”, it is unclear what to expect when reference is disrupted, as in “The connoisseur tasted *that wine “… vs. “…*that roof…” Without previous context, use of the demonstrative determiner “that” renders reference to nouns as incoherent. We were particularly interested in responses at “roof” in “The connoisseur tasted *that roof..” since “roof” is both contextually implausible and referentially incoherent. Results for doubly incoherent “…*that roof “ revealed an N400 effect, as expected, preceded by a P200 effect (instead of predicted P600 effect). Effects are discussed in terms of implausible nouns requiring more attentional resources, resulting in recruitment of deeper processing systems.
A Glimpse of String Theory

It has always been a dream of physicists to describe all physical phenomena in the universe via a single, all-encompassing theory. Then all physical phenomena should be deductively derived from this theory. Unfortunately, general relativity is not suitable for this, as shown by the following explanations.
A Bayesian Nonparametric Regression with Multiple Periodic Predictors

The nonparametric regression models with multiple periodic predictors are highly desirable to estimate the shape of objects in three-dimensional space, and to analyze sequential data dominated by more than one cyclic factor. However, their high- dimensional reproducing kernel or hat matrix are computationally difficult to handle and have hindered the utilization. We propose a novel method to estimate the regres- sion functions without computational difficulty by introducing the pulled effects that decompose the regression function into additive functions. Through the simulated data we have demonstrated the capability of the proposed method in the estimation of regression functions.
THE PRACTICAL COMPONENT OF THE PROFESSIONAL HUMANITARIAN SPECIALIST TRAINING WHILE STUDYING THE HISTORY OF MUSIC ART

The research is designed to reveal the specifics of the practical component of the professional training of future specialists in the humanitarian field while studying the history of music art. Emphasis is placed on the first block study – the history of primitive music, one of the little-studied and controversial components of the subjects of art history and culture studies cycles. The article analyzes the main theories of the origin of music and offers options for constructing the practical part of the disciplines, illustrating each scientific explanation with appropriate audio and visual materials.&#x0D; The authors analyze the method of creation and practical application of the student's audio library, which can be used when learning the history of music in the primitive age. The article discusses views on the life role in the environment of primordial noise. The ways of studying the interpretation of sound for a primitive person by the students are determined, in particular, not from the position of «pleasant-unpleasant sound» but from the position of reproducibility of melody and rhythm. The study offers some practical exercises to make the student understand the symmetry of the sound series that primitive man created by copying the sounds of animals, which is a consequence not only of the symmetry of animal sounds but also of the direct geometric symmetry of the natural world. Scientific exploration forms a set of exercises that help the student, at the same time as determining the uniformity of the tempo rhythms of nature, which influenced the formation of primitive music, to understand the presence of variability in the seemingly monolithic mechanical world of the living.&#x0D; The practice of involving audio-visual sources in the educational process is characterized. Attention is focused on the heuristic model of learning, which requires education seekers to constantly search and determine their trajectory of educational, scientific, and professional development. Practical classes are offered that stimulate the student to master modern research methods and digital tools in the field of culture and art, a future profession. It will allow you to consolidate existing and develop new professional and work skills in a constantly changing digital environment, taking into account sustainable development and traditional methods of scientific research.