Reviewerly/exHarmony huggingface dataset:
Study of Language Change by the Promotion of Informal Language, Orthography and Words with Multiple Meanings on Facebook:

Facebook has promoted the use of informal language among both teens and adults. This social website has resulted in the deterioration of orthographic knowledge of both age groups due to the use of non-standard spellings. This social media engine has also contributed to the destruction of the word knowledge of users. Most of the users are aware of the context in which the English words are employed on Facebook but are unaware of their standard dictionary meanings. All these factors combine in effecting the formal academic writing and social interaction of these users. This research aims at finding out the language change due to the use of informal language, orthography, and words with multiple meanings on Facebook. The study has investigated the corrosion of the formal language of Facebook users. The current study was conducted by following the mixed-method approach in a way that twenty Facebook public pages, administrated by teens and adults were analyzed and also survey questionnaire filled by Intermediate and Graduate students. The results showed that teens are an easy victim of this up-thrust of technology as compared to adults. The results of the study gave a visual display of the effect of orthography by the use of informal language and the words with multiple meanings on social interactions and formal writing of both teens and adults.
Non-asymptotic approximations of neural networks by Gaussian processes

We study the extent to which wide neural networks may be approximated by Gaussian processes, when initialized with random weights. It is a well-established fact that as the width of a network goes to infinity, its law converges to that of a Gaussian process. We make this quantitative by establishing explicit convergence rates for the central limit theorem in an infinite-dimensional functional space, metrized with a natural transportation distance. We identify two regimes of interest; when the activation function is polynomial, its degree determines the rate of convergence, while for non-polynomial activations, the rate is governed by the smoothness of the function.
Geophysical Methods in The Study of The Ancient Metallurgical Complex in The Western Baikal Region (Section Barun-Khal II)

Summary In 1977, on the western coast of Lake Baikal, near the village of Shara-Togot, Olkhon region, a monument to the ancient metallurgy of iron Barun-Khal II was unveiled. According to the radiocarbon method, the age of the monument is 2180-1750 years. The area, promising for the detection of objects related to ancient metallurgical centers, is quite large, several tens of kilometers in length and several kilometers in width. In this regard, the search for new archaeological sites by traditional methods is difficult. A possible way to optimize searches, as well as study archaeological sites without excavating them, are geophysical methods - magnetic prospecting and electrical prospecting. In this case, surveys were carried out on the reference object by methods of ground and UAV magnetic prospecting and electrical prospecting. Also, modern 3D-inversion of magnetic and electromagnetic imaging was performed. This made it possible to evaluate the effectiveness of each of the methods, to compare the reliability and information content of the observed data and the resulting 3D models of the hidden object. In this work, on the example of one of the objects of the Barun-Khal II monument, the results of a complex of geophysical research are analyzed, including ground and UAV-magnetic surveys, electrotomography (Skala-64 equipment).
The AuScope Geochemistry Network and the AusGeochem geochemistry data platform

&amp;lt;p&amp;gt;The AuScope Geochemistry Network (AGN, www.auscope.org.au/agn) was established in 2019 in response to a community expressed desire for closer collaboration and coordination of activities between Australian geochemistry laboratories. Its aims include: i) promotion of capital and operational investments in new, advanced geochemical infrastructure; (ii) supporting increased end user access to laboratory facilities and research data; (iii) fostering collaboration and professional development via online tools, training courses and workshops. Over the last six months, the AGN has coordinated a monthly webinar series to engage the geoscience community, promote FAIR data practices and foster new collaborations. These webinars were recorded for future use and can be found at: www.youtube.com/channel/UC0zzzc6_mrJEEdCS_G4HYgg.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;A primary goal of the AGN is to make the networks&amp;amp;#8217; laboratory geochemistry data, from around the globe, discoverable and accessible via development of an online data platform called AusGeochem (www.auscope.org.au/ausgeochem). Geochemical data models for SHRIMP U-Pb, Fission Track, U-Th/He, LA-ICP-MS U-Pb/Lu-Hf and Ar-Ar are being developed using international best practice and are informed by expert advisory groups consisting of members from various institutes and laboratories within Australia. AusGeochem is being designed to provide an online data service for analytical laboratories and researchers where sample and analytical data can be uploaded (privately) for processing, synthesis and secure dissemination to collaborators. Researcher data can be retained in a private space but studied within the context of other publicly available data. Researchers can also generate unique international geo sample numbers (IGSNs) for their samples via a build in link to the Australian Research Data Commons IGSN registry.&amp;amp;#160;&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;AusGeochem supports FAIR data practices by providing researchers with the ability to include links to their AusGeochem registered data in research publications, providing a potential opportunity for AusGeochem to become a trusted data repository.&amp;lt;/p&amp;gt;
Επίλυση προβλημάτων: θεωρητική προσέγγιση, τεχνικές λήψης απόφασης και παραδείγματα εφαρμογής

Problem-solving decision-making is a process that affects all human activities at the individual and social level. The present work examines the theoretical foundation of this process and the differences between the theoretical models, while at the same time itpresents some decision making techniques in order to reveal the specialization that is sometimes required to solve a problem. The following theoretical examples focus their analysis on the basic parameters of the decision making process, trying to highlight thereasons why some positions of the theoretical models prevail over others. Finally, the conclusions section summarizes, analyzes and formulates in a clearer way the key conclusions that necessarily went through the whole scope of the work, thus giving a betterpicture of the basic principles that govern the framework of decision-making processes in problem solving.
Ways to Improve the Organizational and Economic Framework for the Use of Marketing in Agriculture in the Context of Modernization of the Economy

After 20 years of neglect by international patrons, agriculture is now again in the headlines because high food prices are increasing food anxiety and poverty. In the coming years, it will be important to increase food productivity and production in developing countries, expressly in Sub-Saharan Africa and South Asian countries like Afghanistan with smallholders. This, however, wants ﬁnding viable solutions to a number of complex procedural, institutional, and policy issues, including land markets, research on seeds and inputs, agricultural extension, credit, rural organization, connection to markets, rural non-farm employment, trade policy and food price stabilization. This paper reviews what the economic poetry has to say on these topics. It debates in turn the role played by agriculture in the development course and the interactions between agriculture and other economic sectors, the determinants of the Green Revolt and the foundations of agricultural growth, issues of income diversiﬁcation by farmers, approaches to rural growth, and issues of international trade policy and food security, which have been at the root of the crisis in agricultural commodity instability in recent years.
Future Cognition and Epistemology: Some Themes

A summary is not available for this content so a preview has been provided. Please use the Get access link above for information on how to access this content.
Research Guides: Digital Persistent IDentifiers - PIDs: Home

This guide lists 6 key PID types: ORCID (Open Researcher and Contributor ID), DOI (Digital Object Identifier), RRID (Research Resource ID), ROR (Research Organization Registry), Funder ID, Grant ID, It will also discuss some benefits of using PIDs.
Mapping the User Journey: Building a User Persona and Story Repository to Improve NASA EOSDIS Application Development

Understanding the needs of the end user is vital to producing quality, usable software that solves real problems. Additionally, making sure those needs are communicated to managers, engineers, and designers at the project level is vital. On complex projects, it's important to build out resources for your team that make it easy to put yourself in the shoes of the specific user you're building for. NASA's Earth Observing System is a collection of data, applications, and a diverse user and scientific community that's trying to answer tough questions about our planet and its climate. Over the last few years, we've spoken to hundreds of users, performed many user testing sessions, and built a collection of user personas, user stories, and design assets that help guide new software and feature development within NASA EOSDIS. We've also developed methods for synthesizing this information and making it actionable for teams, and worked to foster a design first approach on new projects always starting from a core user need and working backward from interface development to software engineering. This process has allowed us to design better, more usable software and features that directly meet the needs of our user community.
EVOLUTION OF CAPITAL MOBILITY IN SUB-SAHARAN AFRICAN COUNTRIES: THE FELDSTEIN AND HOROIKA APPROACH

The paper re-examines the level of capital mobility in 37 Sub-Saharan African countries by employing the Feldstein and Horoika framework over the period of 1980-2015. The study utilizes panel data to assess the degree of capital flows in these countries. The study findings reveal low saving-investment correlation in Sub-Saharan African countries, which indicates the presence of a high degree of capital mobility in the region. This is consistent with the previous empirical studies that employed the Feldstein-Horoika methodology in less developed countries. To complement poor savings, the study findings reveal that foreign aid, and international finance play a crucial role in financing domestic investments in many of the studied countries, with the exception of South Africa. The study recommends for innovations in improving domestic savings and regional investment environment.
Intelligent Generation of Storylines for Immersive Point and Click Games

In this paper, we present an intelligent support End-User Developers (EUDevs) in creating plot lines for Point and Click games on the web. We introduce a story generator and the associated user interface, which help the EUDev in defining the game plot starting from the images providing the game setting. In particular, we detail a pipeline for creating such game plots starting from 360 degrees images. We identify salient objects in equirectangular images, and we compose the output with other two neural networks for the generation: one generating captions for 2D images and one generating the plot text. The provided suggestions can be further developed by the EUDev, modifying the generated text and saving the result. The interface supports the control of different parameters of the story generator using a user-friendly vocabulary. The results of a user study show good effectiveness and usability of the proposed interface.
Implementasi Data Mining untuk mengelompokkan Pasien Rawat Jalan dan Rawat Inap Asuransi Kesehatan

Patient Visits Outpatient and inpatient insurance at Class C Hospitals is increasing from year to year. Increased visits to insurance patients will have an impact on the inpatient and outpatient health services provided. From the increase in patient visits, the data owned by the hospital is increasingly abundant. The data can be used to explore knowledge, find certain patterns.&#x0D; To explore knowledge about Inpatient and Outpatient Insurance patients, data mining clustering techniques are used with the Self Organizing Map (SOM) algorithm using R Studio tools. Clustering technique with the implementation of the Self Organizing Map (SOM) algorithm is a technique for grouping data based on certain characteristics which are then mapped into areas that resemble map shapes. The CRISP-DM method is used in this study to perform the stages of the data mining process.&#x0D; The results obtained from the implementation of clustering with the Self Organizing Map (SOM) algorithm are obtained 2 clusters representing dense areas and non-congested areas. Dense areas are represented by Internal Medicine Clinic, Surgery Clinic, Eye Clinic, Hemodialysis, Melati Room, Orchid Room, Bougenville Room, Flamboyan Room. Non-crowded areas are represented by General Clinics, Dental Clinics, Obstetrics and Gynecology Clinics, Children's Clinics, Mawar Room and Soka Room
To what extent can a computer vision system identify pathology with limited visual fields?

Deep learning based computer vision systems are used in many fields for a variety of classification and identification tasks. They are composed of a network that learns features, rather than traditional hand-curated rules. The diagnosis of human pathology is primarily based on the visual features in histology slides. These slides are prepared by sampling a small amount of the original tissue and interpretation is sometimes limited by paucity of visual material. To what extent can computer systems, which create their own visual feature map, be used to make diagnoses where visual information is limited? We present our findings in the context of renal biopsies.
SISTEM INFORMASI MANAJEMEN DESA (SIMANDE) BERBASIS WEB DI DESA TALAWI HILIE

ABSTRACTThe Village Management Information System is a system that produces information to support the management operations function and determine actions in the Village Government organization and Government on it. This system is designed and built based on the web to make it easier for relevant parties to interact with the system. The purpose of the design and construction of this system is to be able to realize orderly village government administration so as to produce the right information so that Village Governments and Governments at the top level can make decisions or policies that are also appropriate and to be able to shorten the time of administration by the public. The method of building this system begins by analyzing the system that is running and analyzing the system to be built. After analyzing the system, then designing the system using the Unified Modeling Languege modeling, MySQL Database Management System and built using the CodeIgniter Framework. The Village Management Information System was built based on observations made in Talawi Hilie Village, Talawi District, Sawahlunto City. With the construction of this system the Village Government can eliminate problems in the process of village administration, the community can save time in conducting village administration administration, and the Village Government and other relevant agencies can improve productivity and quality of work. Keywords: Information System, UML, MySql, codeIgniter.
Publicando dados de pesquisa: contextualizando as principais etapas e elementos envolvidos no processo

The use and reuse of research data are important and necessary actions in the current context of scientific practice. For this reason, the datasets produced during the research initiatives need to be published to be more easily accessed by the entire scientific community. However, publishing data does not mean merely making it available in a repository, but comprises a series of steps that must be considered so that they can be effectively used. Thus, this work has as main objective to discuss the process of publishing research datasets in the context of science. This is a descriptive and qualitative investigation, which makes use of bibliographic research. As results, elements involved in the process of publishing research data and discussions are presented, covering the stages of publication of datasets, relating to the deposit, description, identifier assignment and review, steps that involve the core of the publication process.
Role of DELNET in Engineering College Libraries: With Special Reference to Islamic Management Colleges of Tamil Nadu

This paper studies to determine the availability of DELNET electronic resources in Islamic Management engineering college libraries of Tamil Nadu. The objective of the study is to inspect the availability, usage, awareness, and level of satisfaction of DELNET resources in Libraries. Methodology- adopted to identify the Islamic Management engineering colleges in Tamil Nadu. A systematic Questionnaire has prepared and distributed to selected colleges of Tamil Nadu. Total 1000 questionnaires were distributed among them 864 were received back and considered for analysis. SPSS Software version2.0 applied for the analysis of data. Findings of the study reveal that 90% of the colleges were subscribing to DELNET resources and users are very well known about the DELNET resources, in case of level of usage 112 respondents that are 15.5% accessing the DELNET resources. Suggestions were given to conduct proper orientation, user awareness, retrieval techniques about the DELNET access resources and a regular internet connection, and high bandwidth network facility to be provided.
КHIBI – KHDTUBA – KHUBA: 90 years of history

2020 is a jubilee year for Kharkiv National University of Civil Engineering and Architecture. The article is devoted to the analysis and presentation of the main pages of the University history. Emphasis is placed on the causes and peculiarities of the events that are connected with the foundation of the building institute in 1930. Among the basic stages of history, the attention is drawn to its creation and importance of preparation of qualified personnel of builders and architects during industrialization; features of work of institute during the Second World War and during post-war restoration; rapid development of KHIBI in 1950th – opening of new specialities and formation of scientific schools, expansion of a contingent of students, including the beginning of preparation of foreign listeners is marked. In the following decades there was a steady development and expansion of the structure of the university, cooperation with foreign higher educational institutions, introduction of scientific achievements of teachers of the institute into production. At the time of Ukraine's independence, new tendencies in higher education (humanization of the scientific process, introduction of new methods of teaching and control of students' knowledge, activation of research work in accordance with the requirements of national and world science, etc.) are being implemented – granting the status of a university, and later the status of a national university. The author notes the main achievements of the University during the leadership of each of the directors / rectors of KHIBI – KHTUBA – KHNUBA. The prospects of KHIBI development are determined by its high status of a higher educational institution in the architectural and construction area of modern Ukraine and the potential of its staff. At the end of the article it is concluded that the university has an outstanding history, which was created by teachers, scientists, employees, students and graduates of the university, each of whom made a significant contribution to the achievements of our Alma Mater.
Perception of sport science undergraduates on the jigsaw learning method / Hoe Wee Eng and Fong Cheng Wei

Recognising the potential of Jigsaw Learning Method (JLM) and limited research around its uses in higher education, this case study sought to explore the perceptions of sport science students’ on learning using the JLM. A total of 36 undergraduate students enrolling in the Sport and Exercise Psychology Course participated in this study. They were divided into groups and participated in JLM using a 2-hour lecture on ‘addictive and unhealthy behaviours’ with JLM materials uploaded into the Google Classroom. At the end of the JLM session, a reflective essay was carried out to find out students’ learning experience. The analysis of the perceptions of the students on JLM revealed two main themes which were ‘learning experience of JLM’ and ‘perceptions of their own and others’ abilities’. JLM is perceived as an effective learning strategy but students were concerned on the issue of deliverable content and accuracy of the team members’ responses. In this study, with its limitation, JLM proved that classroom learning could be educational and enriching.
Zero-shot Question Generation: Accelerate the Development of Domain-specific Dialogue System

Neural-based approaches to question generation from structured data in specific domain are data-hungry, which makes it difficult to apply these methods in the real world. In this paper, we define a new task called zero-shot domain-specific question generation. Research on this problem helps to quickly build a dialogue system in specific application domains. To tackle this problem, we propose a novel model ZQNet to generate questions from triples, of which the predicates are unseen in the training dataset. We train ZQNet model on open-domain dataset and perform the zero-shot fine-tuning. Given structured data in a specific domain, the trained model can automatically generate reasonable descriptions. In order to evaluate the performance of different models, we construct a testing dataset that contains factual triples and corresponding questions in traffic domain and conduct a series of comparative experiments on the testing dataset, which shows that our model achieves reasonable performances and outperforms other baselines.
A link between minimal value set polynomials and tamely ramified towers of function fields over finite fields

In this paper, we introduce the notions of [Formula: see text]-polynomial and [Formula: see text]-minimal value set polynomial where [Formula: see text] is a polynomial over a finite field [Formula: see text] and [Formula: see text] is a finite subset of an algebraic closure of [Formula: see text]. We study some properties of these polynomials and we prove that the polynomials used by Garcia, Stichtenoth and Thomas in their work on good recursive tame towers are [Formula: see text]-minimal value set polynomials for [Formula: see text], whose [Formula: see text]-value sets can be explicitly computed in terms of the monomial [Formula: see text].
TZ Trailers Pack [1.37]

New Update from the TZ TrailerPack with many Ownable Trailers. Ready for Ai Traffic and many options for trailer