Reviewerly/exHarmony huggingface dataset:
"Setara Daring" Learning Managementon Learning Results In Package C at PKBM Lestari Banyuwangi

In the learning program, the “seTARA daring” application has been provided by the government to make it easier to carry out equality learning activities. At PKBM Lestari, they chose to do bold learning using the “seTARA daring” learning media application and using the home study method considering that the conditions of the students and PKBM were quite adequate. This study aims to find out how the management of learning “seTARA daring” is brave for the learning outcomes of Package C at PKBM Lestari Banyuwangi. This type of research is a qualitative with a descriptive method. The data sources in this study consist of research informants, namely tutors and learners package C. The data collection techniques used were observation, interviews, and documentation with data analysis used, namely data reduction, data presentation, and conclusions. Online equivalent management of learning outcomes Package C at PKBM Lestari Banyuwangi starting from planning, implementing, and evaluating learning carried out by tutors has been going well, namely the tutor has prepared material from modules and learning materials from youtube videos, methods, media, to the facilities and infrastructure needed during the brave learning process. The implementation of learning is carried out by utilizing digital technology such as mobile phones, via whatsapp groups, and the seTARA application. In the implementation of learning, the methods used are flipped classroom, lectures, and discussions
Signal Perceptron: On the Identifiability of Boolean Function Spaces and Beyond

In a seminal book, Minsky and Papert define the perceptron as a limited implementation of what they called "parallel machines." They showed that some binary Boolean functions including XOR are not definable in a single layer perceptron due to its limited capacity to learn only linearly separable functions. In this work, we propose a new more powerful implementation of such parallel machines. This new mathematical tool is defined using analytic sinusoids-instead of linear combinations-to form an analytic signal representation of the function that we want to learn. We show that this re-formulated parallel mechanism can learn, with a single layer, any non-linear k-ary Boolean function. Finally, to provide an example of its practical applications, we show that it outperforms the single hidden layer multilayer perceptron in both Boolean function learning and image classification tasks, while also being faster and requiring fewer parameters.
Factors Influencing Infection Prevention Behavior against COVID-19 in Elderly Cancer Patients

Purpose: The purpose of this study was to examine the effect of elderly cancer patients’ knowledge of Coronavirus disease 2019 (COVID-19), social support, and self-efficacy on infection prevention behavior. Methods: The subjects of the study were 89 elderly people aged 65 or older who were receiving cancer treatment. Structured questionnaires were used to assess COVID-19 knowledge, social support, self-efficacy, and infection prevention behavior. Data were analyzed using descriptive statistics, Pearson’s correlation, and multiple regression analysis. Results: COVID-19 knowledge was positively correlated with family support (r = .28, p = .008). In addition, a positive correlation between performance of infection prevention behavior and family support (r = .26, p = .014) was observed. Multiple regression analysis revealed that family support (β=.30, p = .015) and self-efficacy (β=.22, p = .040) had a significant effect on infection prevention behaviors. Conclusion: The results of this study suggest that interventions focused on increasing family support are needed to improve infection prevention compliance in elderly cancer patients.
The Description Of The Management Of Kurnia Computer Course And Training Institutions In The Pancung Soal District Pesisir Selatan Regency

This research is motivated by several advantages possessed by the Kurnia Computer course and training institution such as gaining the trust to carry out job learning activities and entrepreneurship skills learning activities, having two programs that have been nationally accredited, having instructors who have national competence, training activities centered on community training and provide complete learning facilities. This research has a type of descriptive research. The population in this study amounted to 15 respondents, the sample used was 5 respondents who were used as respondents. This study has a description of the management of the Kurnia Computer course and training institution in Pancung Problem District, South Coast District. The information processing step used in data collection is using a questionnaire, the tool used is a questionnaire while the formula uses a percentage formula. The results of this study if the data on the management of the Kurnia Computer course and training institution in Pancung Problem District, Pesisir Selatan Regency is classified as very good. With good management by managers who have an influence on the implementation of Kurnia Computer training in Pancung Problem District, Pesisir Selatan Regency.
Pelatihan Machine Learning Menggunakan Bahasa Pemrograman Python Bagi Karyawan PT. Yokogawa Indonesia

Industry 4.0 insists companies to apply intelligent application technology to their industries. Machine learning as one of field of Artificial Intelligence has used widely in Smart Factory, such as to detect product defects, to predict potential problems and for its solutions. PT. Yokogawa Indonesia, one of global company, wanted to prepare its employees to implement Smart Factory, as its response for Industry 4.0 and competition with other companies. As a solution to this problem, the community service held machine learning training using Python for PT. Yokogawa Indonesia’s employees. The training was held once a week for five weeks. Interaction and discussion online between trainer and participants used Teams Microsoft application. It also used google classroom for managing materials and assignments during this training. More than 50% of participants never learn machine learning before this training. In the last session of the training, questionnaire was given to the participants. As the result, a half of total of participants agreed that their knowledge about machine learning has increased significantly through this training.
A REAL-TIME FACE RECOGNITION ATTENDANCE SYSTEM BASED ON KERNEL PRINCIPAL COMPONENT ANALYSIS AND SINGULAR VALUE DECOMPOSITION

Attendance is an essential component of every organization. Keeping an attendance register daily is a challenging and time-consuming task. There are numerous automated ways available such as Biometrics, Eye Detection, Speech Recognition, etc. for human verifications. This paper outlines a simple and effective way for tracking attendance. Face recognition provides an accurate system that solves ambiguities such as fraudulent attendance, excessive cost, and time consumption. For facial identification and attendance storage, this system employs a face recognition library in Open CV (Python). The camera captures the image and sends it to a database folder containing images, which identify faces and calculate attendance. The goal of creating this automated attendance system utilizing Artificial Intelligence was to reduce the errors that occur in the traditional attendancetaking system. A face recognition system has been presented that has robustness toward user recognition and the result is transformed into an Excel Sheet in Real-Time
BITING THE BULLET! A DISCURSIVE APPROACH ANALYSIS OF MASCULINITY IN THE REPRODUCTIVE HEALTH CLINIC

Background: Language is the most powerful diagnostic tool available to any doctor. Language provides the doctor with the information needed for appropriate diagnosis hence successful health care service delivery. Culture influences the choice of language in various context such as the hospital. Little is known on the language used by men seeking reproductive health services at the clinic despite so many researches having focused on doctor-patient communication. The focus of this work is the language used by men to describe their reproductive health problems to the doctor. Methods: Participant observation and interview are the data collection tools. Conclusion: Key features of mens conversaton include silence, interruptions, use of swear words and taboo language. They use discursive strategies such as self reliance and independence when seeking health services while they use teasing humor when talking about sexual and reprodcutive health.
On the Maximum Size of a Prefix Code

&lt;div&gt;In this paper, we investigate the maximum size of a minimal dictionary of a binary prefix-code string. We develop exact formulas for the maximum number of codewords of a minimal dictionary, which belongs to a binary string of some length. Further, we elaborate on the computational complexity of our approach and its relation to the Lambert function. We also present a way, how this information enables us to efficiently construct a Huffman code in the case of uniform probability distribution of codewords.&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;The paper is of mathematical nature, i.e. all the methodology used in the paper is based on mathematical proofs.&lt;br&gt;&lt;/div&gt;
Online Writing Teaching Strategies During Covid -19 Pandemic

The objective of this research was to find out the online writing teaching strategies during covid 19 pandemic. The research methodology used a qualitative descriptive method, while the information assortment methods utilized interviews, observation, and documentation. The subject of this research was the English teachers who taught at the seventh grade of MTSN1 Bandar Lampung.The result of this research found that there were several strategies used by teachers in teaching writing process including planning, drafting, editing and final version of online strategies during Covid-19 pandemic era. The first teacher used video as learning strategy and small group discuss strategy and from the second teacher used pictures as learning strategy and imaginary strategy in online writing teaching process including planning, drafting, editing and final version. The result showed that the strategies helped the teacher to teach writing online easier. The teacher was able to know the students` understanding of the materials and the students were able to do the assignment given by teacher. The students also gave good response to the teaching writing online strategies during Covid-19 pandemic.
Learning Action Conditions from Instructional Manuals for Instruction Understanding

The ability to infer pre- and postconditions of an action is vital for comprehending complex instructions, and is essential for applications such as autonomous instruction-guided agents and assistive AI that supports humans to perform physical tasks. In this work, we propose a task dubbed action condition inference, and collecting a high-quality, human annotated dataset of preconditions and postconditions of actions in instructional manuals. We propose a weakly supervised approach to automatically construct large-scale training instances from online instructional manuals, and curate a densely human-annotated and validated dataset to study how well the current NLP models can infer action-condition dependencies in the instruction texts. We design two types of models differ by whether contextualized and global information is leveraged, as well as various combinations of heuristics to construct the weak supervisions. Our experimental results show a >20% F1-score improvement with considering the entire instruction contexts and a >6% F1-score benefit with the proposed heuristics.
Generalization for multiclass classification with overparameterized linear models

Via an overparameterized linear model with Gaussian features, we provide conditions for good generalization for multiclass classification of minimum-norm interpolating solutions in an asymptotic setting where both the number of underlying features and the number of classes scale with the number of training points. The survival/contamination analysis framework for understanding the behavior of overparameterized learning problems is adapted to this setting, revealing that multiclass classification qualitatively behaves like binary classification in that, as long as there are not too many classes (made precise in the paper), it is possible to generalize well even in some settings where the corresponding regression tasks would not generalize. Besides various technical challenges, it turns out that the key difference from the binary classification setting is that there are relatively fewer positive training examples of each class in the multiclass setting as the number of classes increases, making the multiclass problem "harder" than the binary one.
Mini Projector

Abstract: A Projector has become an inseparable part of offices, schools and universities. One cannot imagine a presentation without the use of projector. Almost all presentation rooms have projectors installed. In this post we will discuss about what is Projector, how it works, its various types (CRT, LCD and DLP), applications, advantages and disadvantages. Keywords: Activity Recognition, Smartphone, contextual app.
study for the diagnosis of asthma disease using fuzzy logic based system

There are numerous expert systems that have been designed to diagnose the severity of Asthma, infect asthma is a chronic lung disorder of with the number of suffers is still estimated only. It has previously been estimated that prevalence of asthma in India is about 30 million patients with prevalence in children, young and adult. Results of various studies shows that asthma is usually under-diagnosed in developing countries. Asthma is a chronic lung disease that blocks the airways that carries air from the lungs. This blockage in the airways causes inflammations which make the patient susceptible to irritations and allergies. The purpose of this work is to design a fuzzy rule based expert system to alleviate this hazard by diagnosing asthma at initial stage. This system has 6 input parameters "FEVI test", "Age", "Allergy Rhinitis", "Environment Factor (Pollution)", "PEF test", "Medical Factor (chronic infection)"and one output parameter which is based on the final result of system and that is defuzzified in order to provide the assessment of the possibility of asthma.
PENGARUH PENGGUNAAN MEDIA PAPAN PERKALIAN TERHADAP HASIL BELAJAR MATEMATIKA SISWA KELAS III SD NEGERI 05 SEMBAWA

Abstract : The Effect Of The Media Use Of Multiplication Boards On The Mathematics Learning Outcomes Of Students Of Class III SD State 05 Sembawa. The purpose of the results of this study was to determine the effect of using the multiplication board media on the mathematics learning outcomes of third grade students of Sd Negeri 05 Sembawa. The method used in this research is the experimental method. The population and sample of this study were third grade students. Data collection techniques used tests, interviews, and documentation, then the analysis techniques used normality, homogeneity, and T-tests. The results of the t-test calculation are t arithmetic = 5.08 ≤ t table = 1.68 then that Ho is rejected and Ha is accepted. So it can be concluded that there is an influence in the use of multiplication board media on mathematics learning outcomes for third grade students of SD Negeri 05 Sembawa. Kata Kunci : Media papan perkalian, hasil belajar(Multiplication board media, learning outcomes)Abstrak : Pengaruh Penggunaan Media Papan Perkalian Terhadap Hasil Belajar Matematika Siswa Kelas III SD Negeri 05 Sembawa. Tujuan dari hasil penelitian ini untuk mengetahui pengaruh penggunaan media papan perkalian terhadap hasil belajar matematika siswa kelas III sd negeri 05 sembawa. Metode yang digunakan dalam penelitian ini adalah metode eksperiment. Populasi dan Sampel penelitian ini siswa kelas III, Teknik pengumpulan data menggunakan tes, wawancara, dan dokumentasi, kemudian teknik analisinya menggunakan uji normalitas, homogenitas, dan Uji-T. Hasil perhitungan Uji-t adalah t hitung = 5,08 ≥ t tabel = 1,68 maka bahwa Ho ditolak dan Ha diterima. Maka dapat disimpulkan bahwa ada pengaruh dalam penggunaan media papan perkalian terhadap hasil belajar matemmatika siswa kelas III SD Negeri 05 Sembawah.Kata Kunci : Media papan perkalian, hasil belajar(Multiplication board media, learning outcomes)
PERANCANGAN SISTEM DATA TAGIHAN JARINGAN INTERNET PADA BUMDES KARYA ABADI DESA NGETUK BERBASIS WEBSITE DAN MEMANFAATKAN CLOUD SMS GATEWAY

Ngetuk Village Has a business unit, namely BUMDes Karya Abadi, one of the businesses owned by BUMDes is a Fiber Optic internet network unit, where this internet is used as internet access for Ngetuk Village by means of BUMDes channeling internet via Fiber Optic cables which are distributed to the homes of residents who want to subscribe. This business unit has been running in Ngetuk Village, but the processing of billing data is still manual, with the Design of a Website-Based Internet Network Billing Data System and Utilizing Cloude SMS Gateway. The system design uses the Waterfall method, uses the PHP programming language and mySQL database, with the creation of the system, it is hoped that it will make it easier for officers to record internet bills. The results obtained are the Design of Internet Network Billing Data System at BUMDes Karya Abadi Ngetuk Village Website-Based and Utilizing Cloud SMS Gateway.Keywords: BUMDes, Design, Website, Cloude SMS Gateway, PHP, mySQL
Interpretative Phenomenological Analysis of Hate Speech among Editors of Daily Trust, The Nation and The Guardian Newspapers in Nigeria

All over the world, hate speech represents a form of threat to damage the lives of individuals and increase the sense of fear in entire communities. Scholars have aligned with the description that it is a globally-endorsed paradigm that the press as an important institution in the democratic process plays a key role during elections. As the Fourth Estate of the Realm, the press provides the platform for narratives and discourses in the service of elections, political negotiations, and other features of the contestations among politicians and other civil organisations involved in election administration. However, problems associated with election reporting and media role in political contestations and machinations, particularly on the African continent, have been a recurrent clog in the wheel of politics in Africa. For instance, in Nigeria, since the 1950s up to the early 1980s, spiraling into the Fourth Republic that started in 1999 and beyond, several election problems that were rooted in perceived mishandling of the electoral process by the media has occurred in the country. The 1965 parliamentary and 1983 general elections were faced by conflicts with accompanying widespread violence, which resulted in military interventions. Within this context, the study adopts an interpretative phenomenological analysis with editors of Daily Trust, The Nation, and The Guardian newspapers in relation to the reportage of the 2015 and 2019 general elections in Nigeria. The theoretical tenets of Critical Race Theory serve the study goal. Nine Editors were purposively selected for an in-depth interview. Arising from the interview, the study discovered that there are implications of hate speech on the professional journalistic practice as it undermines the ethics of the journalism profession. The study recommends that as gatekeepers of the content, editors should engage in checking and cross-checking of facts as a guiding principle in the professional journalistic practice in Nigeria.
Gender Differences in Relationship Between Self-Esteem and Achievement Motivation in Primary School Students

The purpose of this study is to analyze about the association between self-esteem and achievement goals in various student gender’s groups. This study employed a descriptive method with a quantitative approach. The participants in this study were 260 fifth grade students in Tasikmalaya, Indonesia. The research instrument utilized a questionnaire adapted from Rosenberg self-esteem questionnaires and achievement motivation questionnaires adapted from Mc Clelland theory. Data analysis of this study used SPSS Pearson correlation and t-test. The findings revealed that there is a significant differen t level for various groups of gender-esteem and achievement motivation with a number of significancy was 0.21(higher than 0.05). Meanwhile, for fifth-grade students, there is a significant differen t level for various groups of gender-esteem and achievement motivation. This research is beneficial to the advancement of knowledge, particularly in the fields of psychology and primary education.
Assessment of Effect on ICT Adoption in Small Medium Enterprises Performance (SMEs): A Case of Tanga District

ICT play a significant role in improvement of Small Medium Enterprise performance in Tanzania as other countries across the global.However the status of ICT use in business limited into the use of mobile phone for business transaction due to limited knowledge on ICT use among SMEs and little is known about effect of ICT adoption in Small Medium Enterprise (SMEs).This study focused on the assessment of effect of ICT adoption in SMEs performance in Tanga, district.The study was guided by Technology Acceptance Model (TAM) developed by Davis in 1989.The study employed quantitative research approach applying a descriptive research design.Total respondents were 100 who included SMEs owners and leaders who were selected through purposive and simple random sampling techniques.Data were gathered through Questionnaires.Statistical Package for Social Sciences (SPSS) 20 th version tool coupled with descriptive analysis technique was used in data analysis.The study findings revealed that ICT affect SMEs daily activities positively as it increase access to market, increase productivity and improve sales.On the other hand the study findings revealed that majority 61(61%) of the respondents use mobile phone in advertising their products and few use internet.The study recommends the use of mobile phone for business transaction as majority of the respondents have access on it.
Advanced Technologies in Data and Information Security

The protection of personal data and privacy is a timeless challenge which has intensified in the modern era [...]
The Role of Students’ Perception and Informatioin Technology in Improving The Production of (Θ) and (Ð) by 1thSemester Students of STIKOM Tunas Bangsa Pematangsiantar

The productions of the English consonants (θ) and (ð) are constant difficulties faced by English learners whose mother tongue is not English. The failure in perfect productions of these consonants very often goes on to the time when the students’ speech sound plays a key part in their career. With the role of students’ perception of correct positions of the articulators against the required points of articulation in producing the dental fricative consonant sounds (θ) and (ð) and information technology,,the students can improve the quality of the productions even to perfect state.