Reviewerly/exHarmony huggingface dataset:
Functional Gradient Descent for n-Tuple Regression

n-tuple neural networks have been in the past applied to a wide range of learning domains.However, for the particular area of regression, existing systems have displayed two shortcomings: little flexibility in the objective function being optimized and an inability to handle nonstationarity in an online learning setting.A novel n-tuple system is proposed to address these issues.The new architecture leverages the idea of functional gradient descent, drawing inspiration from its use in kernel methods.Furthermore, its capabilities are showcased in two reinforcement learning tasks, which involves both nonstationary online learning and task-specific objective functions.
Presenting a Model for the use of the Internet of Things in the Iranian Knowledge-based Companies

The purpose of the present study is presenting a model for the use of Internet of Things in Iranian knowledge companies. This research from propose point of view is an applied research and in terms of exploration and data collection is qualitative and quantitative research. The main approach for achieving the model of using the Internet of Things is the grounded theory methodology which is based on a paradigmatic model. The research population for the qualitative sector is comprised of 25 executives and practitioners of knowledge-based companies who are somehow specialized in Internet of Things topics. They were selected by snowball method and for a small portion of all managers and technology experts working in knowledge companies. Cochran's formula for finite communities was used to select the samples. After careful analysis of the interviews, 59 extracted concepts were identified in 5 main categories and 13 subcategories. Management requirements, customer requirements, and resistance economics give rise to the Internet of Things in knowledge-based companies. The characteristics of the company, the characteristics of the human resources and the characteristics of the managers can provide a suitable ground for using the Internet of Things. And the conditions in the country, international pressures and international cooperation can be among the intermediary factors influencing the use of the Internet of Things. Raw materials and infrastructure can also be effective strategies for using the Internet of Things. Using Internet of Things, customer-related factors, international collaborations, and expected results can be expected in knowledge-based companies.
AN ENQUIRY INTO THE PURCHASE INTENTION OF AI – BASED VIRTUAL PERSONAL VOICE ASSISTANTS IN INDIA

This paper attempts to analyze the Indian consumers’ intention to purchase AI – based virtual personal assistants (VPAs). The various AI beliefs of the Indian consumers were initially captured using forty-four statements via the questionnaire survey method using snowball and convenience sampling techniques. Principal Component factor analysis followed by Varimax rotation was adopted to reduce these statements into nine factors namely: Trust in AI, Knowledge about AI, Personalization Preference, Current usage of AI, Awareness of AI, Positive outlook on Current AI Performance, Future Dangers of AI, Negative outlook on Current AI Performance and Desired Applications of AI. The survey which was conducted across India resulted in a sample size of 637 respondents who did not own a VPA and had either an intention/no intention to purchase a VPA. By employing Independent sample t-tests, the purchase intention was analyzed with respect to the nine reduced factors and the tests were repeated for various demographic profiles like gender, age, annual income and AI knowledge level for a better understanding. The results show that different factors significantly influence the purchase intention for different profiles. A complete understanding of the purchase intention of VPAs with respect to the various dimensions of the consumers’ AI beliefs and various demographic profiles is important for both businesses selling VPAs and also for the retail industry as voice shopping via VPAs is the future of e-commerce. Keywords : Artificial Intelligence, Digital Personal Voice Assistants, Indian Consumer Market, Purchase Intention.
THE EFFECTFOR STUDENTS’ READING COMPREHENSION OF NARRATIVE TEXT WITH APPLYING 3-2-1STRATEGY

The objective of thisresearch was to investigate the effect of applying 3-2-1 strategy on students’ reading comprehension of narrative text.This research applie dex perimental research. Population of this research is taken from eight grade of SMP Cerdas Murni Tembung academic year 2019/2020 with the total population 367 students. The researcher just took two class as the sample. The sample was taken byusing purposive sampling technique. The sample consisted of 38 students in classVIII-2. The experimental group was taught by applying 3-2-1 strategy on students’ reading comprehension of narrative text. While in class VIII-1 group sare taught using traditional methods in reading comprehension. The instruments of collecting data was multiple choice test which consisted of 20 items. The experimental group was given pre-test and post-test. After the data had been collected, these were analyzed by using t-test formula.Theres ulto fanalys is showed that-observe (to=5.929) was higher than t-table with the level of significant α= 2,024. The final hyphothesis showed that Ho was rejected and Ha was accepted. It means that therewas a significant effect of applying 3-2-1 strategy on students reading comprehension of narrative text. Keywords : effectiveness,readingcomprehension,3-2-1strategy.
Riaffiorano gli abbozzi de 'L’infinito'. Sono davvero dei falsi?

The authors' papers, as long as they remain available to private collectors, are like karst rivers that disappear and reappear. This article concerns two already known drafts of 'L'infinito', one in verse, the other in prose, nowadays other in prose, today unanimously considered to be fakes. Dr Fabio Massimo Bertolo, director of Finarte, has informed me that the auction house has in custody the original paper of those sketches and has put at my disposal the reproduction, that with his permission I publish here at the end of the article. I am dealing with it because it seems to me to be a good case to be investigated with the tools of philology.
Risk Management In Sumedang Regional Library Information Systems Using Octave-S Method

Information technology is developing more rapidly, it can be seen from individuals who can easily access information without space and time limits. In the process of facilitating library services, the Sumedang Regional Library launched a website-based information system called the Digital Library. Web technology makes it easy to access information quickly and easily provided by websites and digital libraries. In addition to the benefits of speed and ease of access, web technology is vulnerable to risk. The problem that occurs in the Sumedang Regional Library is that the risk assessment has not been held so that no known risk might occur. Based on the existing problems, a study entitled Risk Management Information System of the Sumedang Regional Library Using OCTAVE-S Method. The purpose of this study is to identify risks, information systems management strategies, and risk management policies. The benefits of this study can also help the Sumedang Regional Library in overcoming the risks that may occur and researchers can find out the process of the stages of risk management, especially using the OCTAVE-S method. The final result of the risk management analysis is that the Sumedang Regional Library Information System is at the Green level because 32 questionnaire statements have been declared valid, the results are in the form of recommendations regarding the steps that need to be taken to protect the information system and its assets. So, the conclusion can improve the security of information systems and networks in order to reduce the risks that may occur in the Sumedang Regional Library Information System. Although in its activities there are still things that need to be improved and implemented as well as documenting network management system procedures and policies, authorization and authorization, vulnerability management, as well as encryption and contingency planning / disaster recovery.
Teaching the Fundamentals of English Sounds to Adult Learners in India

English speakers from native English-speaking countries have a very attractive way of delivering their speech and have a good grip on the language. The reason is, the pronunciation they use has the right kind of effect on the listeners, especially for nonnative English-speaking countries. While in native English-speaking countries, the English LSRW skills come naturally to the speakers, the nonnative English speakers have to make efforts to learn and master those skills. Of all, listening and speaking are the first set of skills a child learns. In India, English is a second language, hence learning the right way to speak it requires massive efforts and practice. While learning the English language, one must understand that English as a language has different variations across the world and also there is a vast difference between speaking and writing English. This paper focuses on teaching the English sounds to adult learners in India.
The Theory and Application in Agile Project Management (APM) with Scrum

This paper aims to use the idea of "agile" in project management to possibly avoid failure in projects for technology companies.Agile project management (APM) is a kind of new management method to keep stability and flexibility for managing innovation projects.The Scrum is one of the APM methodologies that creates collaborative and productive aspects between customers and developer.Practical applications apply the Scrum model with scrum roles and processes in accordance with theories.This method could reduce the loss for shelf-life products in Brazilian pharmaceutical company.In addition, it could be found high visibility and adaption, low risk in financial management government projects by this management approach.There are still some difficulties such as the unfamiliarity of this innovative method and lack of technical knowledge and experience.
Optimal viewpoint selection for indoor drones using PSO and Gaussian Processes

In this study, we developed an indoor drone photographer which takes a well-composed photo of a group of people from the air. By combining the Gaussian process and the PSO(Particle Swarm Optimization) search in the three-dimensional space search method, it becomes a wide-area search that does not fall into the local world, and it is possible to efficiently predict the heuristic optimum viewpoint in a short time. In addition, the ideal arrangement can be freely changed by using the method in our previous research to evaluate the composition balance of photographs.
The Role of Computers for Language

Abstract: The computer has even become the man’s beating heart (pacemaker), is busy diagnosing diseases by sailing like a boat in the river of blood flowing through the arteries, it has no substitute in simplifying complex surgeries. Why only surgery, computer has always been ahead in providing simple solutions to any complex problems of human beings. To work with the computer, it is necessary to understand and speak in the language of computers; otherwise, the computer remains inactive. Electricity is used to activate it. Based on electric current and electrical barrier, the binary language of the computer is formed, which is given the value of 1 and 0 respectively of natural language i.e. human language. Hence, 0 and 1 are those links that connect man to the computer. Keyword: Heart (pacemaker), complex surgeries, Computer, Electricity, natural language, binary language
Web-Based Student Payment Reporting System

School is one of the institutions that provide formal education services to the community. The school functions to carry out the educational process under supervision. The educational process will run smoothly if the supporting factors are also adequate. One of the important factors in educational institutions is operational problems and what often happens at this time is a misunderstanding between the school and the parents of students due to arrears in various payments, while parents feel they have routinely paid them. This happens because parents are negligent in checking and students who do not behave honestly and also there is no access that makes it easy for that the purpose of this system is to make it easier for parents to check without having to go to school.
Review of cloud computing in science, technology, and real life

This paper presents an overview of the general idea and history of cloud computing in theory. The objective of this review is to draw attention to preceding studies about cloud computing that have common characteristics with the theme of this paper. There were some points discussed in general, including the advantages of this technology, its subjects, security, and the effects of adopting cloud computing in an organization.
Leveraging Order-Free Tag Relations for Context-Aware Recommendation

Tag recommendation relies on either a ranking function for top-k tags or an autoregressive generation method.However, the previous methods neglect one of two seemingly conflicting yet desirable characteristics of a tag set: orderlessness and inter-dependency.While the ranking approach fails to address the interdependency among tags when they are ranked, the autoregressive approach fails to take orderlessness into account because it is designed to utilize sequential relations among tokens.We propose a sequence-oblivious generation method for tag recommendation, in which the next tag to be generated is independent of the order of the generated tags and the order of the ground truth tags occurring in training data.Empirical results on two different domains, Instagram and Stack Overflow, show that our method is significantly superior to the previous approaches.
Isolation of Microbes Associated With Automated Teller Machine (ATM) Keypads Studied at Rumuokoro Port Harcourt, Rivers State

The keypads of Automated Teller Machines (ATMs) are subjected to several microbial contaminations due to their large dermal contact by numerous users and different personal hygiene practice. The study investigated the bacterial diversity and level of contamination obtainable on the ATM keypads during transactions and antibiotics susceptibility pattern of the isolates. The population of culturable bacterial isolates was determined by plating. Isolates were characterized culturally, morphologically and biochemically. Antibiotic susceptibility pattern of the isolates was determined using the disc diffusion method. The total culturable heterotrophic bacterial counts ranssged from 5.23 to 9.25 log cfu/g. The bacterial identified and frequency of occurrence is Staphylococcus aureus (17.5%), Escherichia coli (22.5%), Bacillus spp (17.5%), Salmonella spp (10.0%), Pseudomonas aeruginosa (10.0%), Proteus spp (7.5%) and Klebsiella spp (15.0%) respectively. Staphylococcus aureus were more susceptible to Chloramphenicol (37mm) and were more resistant to Rifampicin (00mm) and Levofloxacin (00mm) respectively. The Gram negative isolates in the study were susceptible to ciprofloxacin and gentamycin and more resistant to ceporex, nalidixic acid, septrin and ampicillin respectively. The highest gram negative isolates that showed more susceptible to all the used gram negative antibiotics were Escherichia coli and Salmonella spp while the lowest were Klebsiella spp and Proteus spp respectively. The study has revealed that bacterial contamination on ATM keypads is of health significance and could result to public health challenges if not properly managed. Therefore, adequate hand- washing hygienic practices and cleaning agents are advocated towards reducing the related ill- health among ATM users.
Research on the Training Model of Software and Information Service Professional Talents in Higher Vocational Education Based on the Integration of the Information technology application innovation industry

Under the background of the integration of the information technology application innovation industry, many higher vocational colleges have begun to seriously reform the training model of software and information service professional talents, which will play an important role in the personal development of the professional students. This article mainly focuses on the in-depth analysis of the following two aspects: “Analysis of the integration of the Information technology application innovation industry” and “Innovation in the training model of vocational software and informationservice professionals under the background of integration of the information technology application innovation industry”. The new model aims to break through traditional thinking and methods, optimize curriculum resources, education and teaching paths, and employment guidance system, and further improve the quality of professional talents.
Analisis Motivasi Belajar Siswa Kelas IV Telang 1 SDN pada Pembelajaran Matematika

ABSTRAK Tujuan dari penelitian ini adalah untuk mengetahui motivasi belajar matematika siswa kelas IV SDN Telang 1. Metode penelitian yang digunakan adalah deskriptif kualitatif dimana instrumen yang digunakan adalah angket, wawancara dan lembar hasil pengamatan. Informan yang digunakan dalam penelitian ini adalah siswa kelas IV SDN Telang 1 yang berjumlah 22 orang. Hasil dari penelitian ini adalah hasil wawancara dan pengamatan yang menunjukan siswa masih belum memiliki motivasi belajar pada saat pembelajaran matematika. Hasil angket motivasi belajar siswa kelas IV SDN Telang 1 pada pembelajaran matematika memiliki rata-rata skor tingkat capai sebanyak 58,77% yang berada pada kategori cukup. Simpulan dari penelitian ini adalah siswa kelas IV SDN Telang 1 memiliki motivasi belajar matematika dalam kategogi cukup Kata kunci: Motivasi belajar , Matematika ABSTRACT The purpose of this study was to determine the motivation to learn mathematics in class IV SDN Telang 1. The research method used was descriptive qualitative where the instruments used were questionnaires, interviews and observation sheets. The informants used in this study were 22 students of class IV SDN Telang 1. The results of this study are the results of interviews and observations that show students still do not have the motivation to learn when learning mathematics. The results of the learning motivation questionnaire for fourth grade students of SDN Telang 1 in mathematics learning had an average score of 58.77% which was in the moderate category. The conclusion of this study is the fourth grade students of SDN Telang 1 have sufficient motivation to learn mathematics in categorization Keyword s : Learning Motivation,  Mathematics_, Class IV Students
Embedded System Based Open Loop Tracking System For Modified Solar Thermal Collector Using Sun Position Algorithm

In recent days, solar energy is one of the key sustainable power sources and ispicking up its prominence rapidly. When the Sun's rays strike the solar systemperpendicularly, the system gains the most energy. Solar energy can be made more feasible byamplifying its efficiency. Thus, solar tracking helps to track the sun and make the setup toreceive the irradiation perpendicular at all time. In order to yield a real time solution and tomaximize the energy efficiency, solar systems are continually tracked. In this paper solartracking is designedfor a Parabolic Linear Fresnel Collector (PLFC) system. It is a modifiedsolar collector which is a combination of Parabolic Trough Collector (PTC) and LinearFresnel Collector (LFC). It combines the features of both PTC and LFC which is compact andefficient.Many individual Linear Fresnel mirrors are pivoted with their midpoints in aparabolic profile. The centre plate is employed with a geared stepper motor. All the discretisedFresnel mirrors are interlinked with a linkage mechanism and therefore rotating movementsof the stepper motor make all the mirrors to pivot simultaneously. In this paper, a solartracking system is designed for the PLFC system, the tracking is based on an embeddedtracking design. MAT-lab software is used to calculate the tracking angle of the Fresnelmirrors with respect to Sun’s position using Sun Position Algorithm. The Arduinomicrocontroller and a stepper motor are used to pivot the Fresnel mirrors according to theinstant tracking angle. The objective of this paper is to track the discretised plates ofmodifiedPLFC solar system based on the sun’s position. The proposed solar tracking helps toincrease its efficiency by pivoting the mirrors to receive maximum solar irradiation.
THE «ALTERNATIVE» MEANS OF USAGE OF SCIENTIFIC INSTRUMENTS IN RUSSIA OF THE 18TH CENTURY

The 18th century was marked by the appearance of a great number of unusual objects in Russia. Besides military ships, wardrobes and beds, wigs and Holland-fashioned suites they were all kinds of scientific instruments – compasses, astrolabes, sundials, clocks, bisecting dividers, electrostatic machines etс. They were visible and tangible signs of western culture, processes of Russian modernization and westernization. And besides the obvious for us today means of usage they had some other ones. Many instruments were multi-faceted. As a rule they all were rear and expensive things, hand-made by individual order in just few or even the only exemplar. Not everyone could use them. So the instruments demonstrated the high level of education and the high social status of the possessor. The instruments were used for entertainment both at the court and for general public. This kind of court activities was an important tool of attracting attention and state investments to the scientific researches. Clocks, sundials and telescopes played diplomatic role as gifts both on the level of transnational communication and on the local one (the establishment of good relations between arriving expeditions and local authorities). At last local peasants preserved the strange objects possessed by alien-dressed men as a super-modern weapon of pillage.
Mineralogy, geochemistry and fluid inclusion investigations in the Agh-Darreh copper deposit, Tarom area, NW Iran

Mineralogy, geochemistry and fluid inclusion investigations in the Agh-Darreh copper deposit, Tarom area, NW Iran
Analisis Kepuasan Mahasiswa Terhadap Pembelajaran Daring Ditengah Wabah Covid-19

Satisfaction is the level of one’s feelings after comparing the performance / results he feels with his expectations. Student satisfaction is a state of fulfilling the wishes, hopes and needs of students. This study uses primary data taken using an online questionnaire given to students of the Statistics Study Program at Hamzanwadi University. The analytical method used is the Importance Performance Analysis (IPA). The purpose of this study is to find out the satisfaction of students at the Hamzanwadi University Statistics study program online learning that continues during the corona virus pandemic (Covid-19). The results of the IPA analysis show that the satisfaction of students at the Hamzanwadi University just 23.18% and according to the Cartesian diagram got the indicators that must be prioritized in the improvement of online learning namely internet network and understanding of learning material.
PENERAPAN MODEL PEMBELAJARAN ROLE PLAYING UNTUK MENINGKATKAN SPEAKING SISWA

The purpose of this study was to describe the application of role playing learning models in improving students' speaking. The design of this study is classroom action research consisting of three cycles. each cycle consists of planning, action, observation, and reflection. Respondents in this study were 25 students consisting of 10 men and 15 women. Data collection uses observation sheets with 6 aspects assessed, namely: pronunciation, grammar, vocabulary, fluency, content of speech and understanding. The data analysis used is mean and inductive. The results showed that the application of role playing learning models can improve students' speaking