Reviewerly/exHarmony huggingface dataset:
A Novel Genetic Neural Network Algorithm with Link Switches and Its Application in University Professional Course Evaluation

This study exploits a novel enhanced genetic neural network algorithm with link switches (EGA-NNLS) to model the professional university course evaluating system. Various indices should be employed to evaluate the learning effect of a professional course comprehensively and objectively, and the traditional artificial evaluation methods cannot achieve this goal. The presented data-driven modeling method, EGA-NNLS, combines a neural network with link switches (NN-LS) with an enhanced genetic algorithm (EGA) and the Levenberg-Marquardt (LM) algorithm. It employs an optimized network structure combined with EGA and NN-LS to learn the relationships between the system's input and output from historical data and uses the network's gradient information via the LM algorithm. Compared with the traditional backpropagation neural network (BPNN), EGA-NNLS achieves a faster convergence speed and higher evaluation precision. In order to verify the efficiency of EGA-NNLS, it is applied to a collection of experimental data for modeling the professional university course evaluating system.
SISTEM INFORMASI PENJUALAN DAN PEMBELIAN UNTUK MENYUSUN DAN MENGUKUR RASIO PROFITABILITAS

ABSTRACT&#x0D; The development of technology today has become something that is universal and can be used in various human lives. One of them is in business. In today's era, it is undeniable that a computer is a component that must be owned by a company in running its business, in order to assist in processing data and help improve the quality of work and quality in service. In this case, Toko Maju Jaya is used as a place of research, because in this place the system that is carried out is still manual and has not been managed properly, so errors often occur in making reports and in processing stock items. The purpose of this study is to provide convenience during the processing of sales, purchase transactions, goods data, supplier data and customer data, minimizing errors in recording.&#x0D; The research method used in this research is using the R&amp;D (Research and Development) method. This method is used to produce a certain product that is analytical and can be tested for effectiveness so that it can be used in the wider community. In designing the system the tools used are Flowcharts, Entity Relationship Diagrams and Context Diagrams, while for data collection using observations, interviews, and literature studies. The database application development tool uses MySQL and the programming language uses Visual Basic 6.0. With this information system transaction data processing can be done computerized so as to reduce errors in reporting.
E-COMMERCE WEBSITE FOR BIKE ACCESSORIES

In this era of internet, E-commerce is growing by leaps and bounds. ECommerce(electroniccommerce) is the buying and selling of goods and services, or the transmitting of funds or data, over an electronic network, primarily the internet. These business transactions occur either as Business-to-Business(B2B), Business-to Customer(B2C), Customer-to-Customer(C2C) and Customer-to-Business(C2B). Here we are building an e-commerce website based on Businessto Customer(B2C). An e-commerce website built for a bike accessories company to scale up business throughout the pandemic and post-pandemic. Our solution is well equipped with an upfront tech stack, the backend is built on python, frontend vue.js and elastic server capabilities. Our Project eases people to have their biking accessories within their reach without moving out and can also avail great varieties with customized options which put them in a comfortable zone.
REDIRECT: Mapping Drug Prescriptions and Evidence from Biomedical Literature

To enhance their practice, healthcare professionals need to cross-link various usage recommendations provided by heterogeneous vocabularies that must be retrieved and integrated conjointly. This is the aim of the Knowledge Warehouse / K-Ware platform. It enables establishing relevant bridges between different knowledge sources (structured vocabularies, thesaurus, ontologies) expressed in the semantic web standard languages (i.e. SKOS, OWL, RDF). This poster presents the strategy applied in K-Ware to hide the different aspects of linking literals with medical entities encoded in these knowledge sources to fetch some publications abstracts from Pubmed.
Teoria geral do autocuidado segundo o modelo de análise de teorias de Meleis

Background: Nursing theories contribute to the development of the identity of the nursing profession and promote its expansion as a science and a discipline, pointing to the relevance of conducting theoretical studies in nursing.Objectives: To analyze the utility of Orem's general self-care theory and describe its structural components based on Meleis' model for theory analysis.Main topics under analysis: A descriptive-reflective study was conducted using the criteria for analyzing utility and describing the structural components of the self-care deficit nursing theory.The description of the structural components involved the analysis of concepts (abstract-concrete dimension, degree of generality, and variable/non-variable dimension), assumptions (explicit or implicit), and propositions (existence, explanation/relational, reversible, deterministic, stochastic, sequential, coexisting, sufficient, conditional/contingent, necessary, or substitutable).In the analysis of the utility of a theory for practice, this study sought to answer the questions posed by Meleis. Conclusion:The application of Meleis' model for theory analysis confirmed the utility of Orem's self-care deficit nursing theory in nursing practice.
MIS Based on IoT and Cloud Services: Governmental Organizations Perspective

&lt;p&gt;Management information systems (MIS) form an important element in the overall use and leverage of technology by organisations. This article focuses on the impact of management information systems on the performance of governmental organisations. MIS has had significant influence on organisations in general, and has also led to challenges for many organisations. The research provides a review and evaluation of the MIS impact on governmental organisations in general and on the performance of the governmental organisations in particular. A systematic literature review was conducted to determine the impacts of MIS on the performance of governmental organisations. The review in this research showed that there are significant benefits in the use of MIS for governmental organisations. The questionnaire and an online survey by Google forms have been used to gather the data. The primary research conducted on the factors that impact performance identified the key factors as hardware and software, individuals and procedures, network within the organisations, and error reduction. The results indicated the strength of the impact of hardware and software, Individual and procedures and network on the performance of governmental organisations. In addition, the results are significant meaning that the null hypothesis is rejected. Furthermore, the research identified the key mediators of quality of information and quality of service as contributing to the impact of the factors on the performance of governmental organisations. With the advancement of technology and the requirements of governmental organisations to manage and use an extensive volume of data and information on the public, it has become imperative for governmental organisations to have MIS capabilities to have an effective delivery system of public services. Governmental organisations should have a clear evaluation process to understand quantitative and qualitative impacts from MIS capabilities to support decision-making in relation to the investments and costs in having extensive MIS capabilities.&lt;/p&gt; &lt;p&gt;&amp;nbsp;&lt;/p&gt;
The Compatibility of English Needs Of Automation and Office Governance Major Students to the 2013 Curriculum

English teaching in Vocational High School can be taken into account as English for Specific Purposes (ESP) since vocational education aims to prepare students to be a professional in the specific field of work. ESP is designed according to the needs and purposes of the learners in learning the targeted-language. This paper aims to check whether the latest 2013 English curriculum has met the vocational high school students’ needs or not. This study was done in a public vocational high school in Blora regency, Central Java. The data was collected by using observation checklist, questionnaires, and study document. The observation was done to investigate the practice of the 2013 English curriculum in the Automation and Office Governance Major. The questionnaires were given to the students, graduates, and users of graduates to analysis their English needs. Study documents were used to confirm whether the practice and documents prepared by the English teacher are suitable with the curriculum or not. The result showed that the 2013 Curriculum has not fully met English needs of automation and Office governance Major students
IoMT and Blockchain-Based Intelligent and Secured System for Smart Healthcare

The Internet of Medical Things (IoMT) is a special application of the Internet of Things (IoT). It is the integration of medical devices, hardware and software applications, etc. that connect to healthcare IT systems through online computer networks. It provides a platform for doctors, patients, hospital equipment, and lab pathologists to access diagnostic gear and wearable technology by transmitting information over a secure network. The basis of IoMT is the reduction of the need for unnecessary visits to the doctor’s office or a hospital through the usage of medical devices. In addition to that, it also lowers costs for both patients and providers. IoMT devices equipped with Wi-Fi link to cloud platforms such as AWS (Amazon Web Services), allowing the machine-to-machine communication, storage and analysis of data, etc. Blockchain with IoMT could be an integration of two major technology for the development of an intelligent smart healthcare. In this chapter, we have provided detailed description of the role of IoMT and Blockchain in smart healthcare.
SNIK Quiz: A Multiple Choice Game About Information Management in Hospitals

SNIK is a knowledge base about the management of health information systems generated by extracting Linked Data from textbooks and other sources. SNIK describes functions, roles executing these functions, and entity types, the information used or updated by these functions. We present SNIK Quiz, a browser game in which students answer multiple-choice questions about information management in hospitals based on SNIK. The questions are semi-automatically generated using templates in order to train basic facts, more complex patterns, and connections between textbooks encoded in SNIK.
LITERASI KESIAPSIAGAAN GEMPA DI SUMATERA BARAT: SEBUAH REVIEW

The West Sumatra earthquake on September 30, 2009, has left a long sorrow for the families of the victims. The number of children who died at “Bimbel” center at that time was a proof of how vulnerable and at-risk children were to the threat of earthquakes. Learning from the past earthquakes, the local government and policy makers of West Sumatra Province have taken steps to take preventive measures, especially since the 2009 earthquake. Follow-up efforts such as reconstruction and rehabilitation have also been carried out well. However, these efforts will be meaningless if they are carried out sporadically and unsustainably. Efforts that have been carried out and have developed so far must be carried out from upstream to downstream in a more focused manner, starting from children to adults. Community capacity building, both through systematic socialization and sustainable disaster education, must continue to be carried out in every condition where there is no potential disaster in a disaster-prone area. The Law of the Republic of Indonesia No. 24 of 2007 concerning disasters, it is states that one of the groups of people who are vulnerable to disasters is the age group of children. Earthquake disaster education and knowledge need to be introduced early on. This study aims at evaluating the importance of literacy and disaster education for children. The method used is an evaluation method and a review of several previous studies, then summarize the results obtained from some of the previous studies. The results of the study stated that disaster literacy for children is important to do from an early age, so that they have more readiness and capacity to face disasters in the future. Keywords: Disaster Literacy, Disaster Education, Earthquake.
Strategi Pemerintah Kabupaten Solok Selatan dalam Melakukan Pengurangan Risiko Bencana Banjir

South Solok Regency is prone to flooding and the impact is felt by the community. Therefore, the government needs to take measures in the form of disaster risk reduction. But nature does disaster risk reduction, problems often occur which result in efforts to reduce disaster risk not maximally. So the purpose of this study is to describe the disaster risk reduction strategies implemented by the government and the factors that influence the government in reducing disaster risk. The research method used is a qualitative approach with descriptive techniques and analysis techniques using SWOT analysis. The results found are firstly that the district government has not optimally implemented disaster risk reduction due to insufficient budget and lack of facilities and infrastructure. Second, community participation is lacking in disaster risk reduction activities. The three communities do not protect the surrounding environment. So the government should use a strategy, first asking for financial assistance from the central and provincial governments. In addition, the business world should also provide grants to district governments to optimize disaster risk reduction activities and complete inadequate facilities and infrastructure. Second, approaching the community by visiting their homes so that the community can actively participate in disaster risk reduction. The three governments make regulations on protecting the environment.&#x0D; Keywords: strategy, disaster, disaster risk reduction
Influence of Acquired Knowledge on Irrigation and Crop Management Technologies among Smallholders’ Farmers of Oluch-Kimira, Homa Bay County, Kenya

This article aims to determine the level of retained knowledge acquired through trainings on Irrigation and crop management technologies among smallholder farmers in Oluch-Kimira irrigation schemes, Kenya. Farmers were trained and a common knowledge test was administered after sometime for both irrigation participant and non-participant of irrigation technology. The result was analyzed descriptively and inferentially and the findings recorded. Descriptively the result indicated that, the mean score for irrigation participants (IRRP) was 74.5% and 53%t for non-irrigation participants (NIRRP). The result further indicated that the (IRRP) scored high in 17 statements than the (NIRRP) indicating that they had acquired higher knowledge than NIRRP. On the other hand the NIRRP scored high in statements 9 (Flooding can control pests in the field) and 15 (Intercropping beans with maize create unnecessary completion thus low yields) with a score of 54.3% for NIRRP against 44.7% for IRRP and 58.8% for NIRRP against 41.2% for IRRP respectively; whether this difference was significant or not it was determined by testing the hypothesis and concluded that, the difference in score for IRRP and NIRRP is significant. Hence we can infer that the training on irrigation and management technologies was effective.
Multi-Objective Optimization of Clustering-Based Scheduling for Multi-Workflow on Clouds Considering Fairness

Distributed computing, such as cloud computing, provides promising platforms to execute multiple workflows. Workflow scheduling plays an important role in multi-workflow execution with multi-objective requirements. Although there exists many multi-objective scheduling algorithms, they focus mainly on optimizing makespan and cost for a single workflow. There is a limited research on multi-objective optimization for multi-workflow scheduling. Considering multi-workflow scheduling, there is an additional key objective to maintain the fairness of workflows using the resources.Â To address such issues, this paper first defines a new multi-objective optimization model based on makespan, cost, and fairness, and then proposes a global clustering-based multi-workflow scheduling strategy for resource allocation. Experimental results show that the proposed approach performs better than the compared algorithms without significant compromise of the overall makespan and cost as well as individual fairness, which can guide the simulation workflow scheduling on clouds.
I Am Proud of My Father Ilsoo Joseph; Because He is Very Sympathetic and Simple! (Tcheonzamun 193rd-208th)

The French missionary, Dallet (1874) wrote in his book that there was same book for the children education for the Chinese character education both in ancient China and in ancient Korea, and he expressed it Tcheonzamun (The thousand character essay). The author studied the translation of Tcheonzamun poem through the meaning of Chinese character and through Korean pronunciation of Chinese character. And one of the goal of this study is to know the history of ancient Korea. This translation, it is the poem from 193rd to 208th letters of Tcheonzamun (The thousand character essay). Here, the method was taken through the meaning of Chinese character on the translation. 193-196 墨(Mug) 悲(Bi) 絲(Sa) 染(Yeom) “In order to do the thing (絲) well done (染), we might do the sacrifice, for example, the grief or the sorrow (悲). And then, we can obtain the thing (墨) which we want.” This is my attitude as the father of my children in my family. 197-200詩 (Si) 讚(Tchan) 羔(Go) 羊(Yang) Differently, the next is the attitude of my wife Hyeonhi for the children education. And she often said to me as follows. "No, it is so! To do command to children is not good! In order to grow (羊) the children (羔), we might give them praise or speak good of them (讚) as we sing a song (詩).” 201-204 景(Kyeong) 行(Haeng) 維(Yu) 賢(Hyeon). “In order for other people (行) and myself also to keep continuously good and bright and in delight (景), I must have (維).the virtue (賢).” This expressed the method of children education which was recommended by the author of Tcheonzamun. 205-208 克(Keug) 念(Nyeom) 作(Zag) 聖(Seong) This is not attitude of me but of Hyeonhi. And it is the supposition of the author of Tcheonzamun. “It is not so difficult! In order to overcome (克) the false thought (念), you have the simple method (作); Let’s live in good manner for our lives (聖)!”
Short-time prediction of DNS queries using deep learning and pre-trained word embedding

Word embeddings are used in natural language processing to group semantically similarwords. In this paper, we create word embeddings for Internet Domain Names (DNS)from corpora of anonymized DNS queries from an Internet Service Provider. We use eachembedding as a layer of a recurrent neural network (RNN) that works as a LanguageModel for the DNS queries generated by the users. We use these RNNs to predict thenext DNS query in two different cases. A first case tries to predict the next domain queryfrom the DNS server’s point of view so the corpus is close to the original log data. Asecond case tries to predict the next domain queried by a user from the user’s point ofview. Here the corpus has larger preprocessing.We show that this procedure has good accuracy for the DNS server-side problem, butlow accuracy for the user-side problem. Moreover, we show that training the same RNNwithout using the pre-trained embedding takes more time and is substantially less accu-rate. These results have practical applications for the service’s latency reduction, cacheoptimization in recursive DNS servers, automatic filtering of inappropriate domains, anddetecting anomalies.
If You Eat the Food Deliciously, My Husband, It is My Great Joy! (Tcheonzamun 193rd-208th)

The French missionary, Dallet (1874) wrote in his book that Tcheonzamun (The thousand character essay) has been utilized as an instructing textbook for the ancient Chinese children and the ancient Korean children. The present researcher tried to translate the poem of Tcheonzamun 193rd-208th through two methods; one is through Korean pronunciation of those Chinese characters and the other through the meaning of Chinese character. 193-196 墨(Mug) 悲(Bi) 絲(Sa) 染(Yeom) 무엇이여? Mueot iyeo? I am surprised! What is that? 197-200 詩(Si) 讚(Tchan) 羔(Go) 羊(Yang) 쉬 차거워! Shi Tchageoweo! The food is now warm and delicious! But if you do not take this food now, it will be soon changed into the cool state and it will be not delicious! 201-204景(Kyeong) 行(Hang) 維(Yu) 賢(Hyeon) 가아위 혀! Kaawi Hyeo! My wife, let’s select the person who will take this food first! To play ‘Kaawi bai bo’ is a kind of game with the hands among two persons or more than two persons. 205-208 克(Keug) 念(Nyeom) 作(Zag) 聖(Seong) 그냥 잡숴! Keunyang Zabsuo! No, no, my husband, please take the food without considering me! I tried to make the food delicious and warm for you! If you eat the food deliciously, my husband, it is my great joy!
The role of the family and formal education in the development of the broken home child's thought and morals

Education is a broader process of increasing knowledge, insight and process of shaping a broader character and mind-set. Formal education can transform one's self into a more disciplined, know - the - rules and limditations of doing things. With formal education we can raise awareness of a thing that can sometimes lead one toward something that is wrong. Education can also help a person to become critical in his or her thinking. Education can help a person change his weaknesses into strengths. In the world of education there is a great deal of implied meaning and purpose, hope and goals to achieve. One dof the professions that play a major role in education is teachers. Teachers are a milestone in the success and development of education. Education is especially important for children who receive little love from their parents and for children who are victims of a parent's divorce.
Recommendation Algorithm and Application via Big Data Mining

Nowadays, the amount of data is increasing second by second, which implies huge commercial value in the developing economy. How to mine effective information from the data ocean has become a hot topic in various fields. Here we chose the ml-latest-small data from MovieLens data set to realize the efficient recommendation to the consumers. The K-means clustering algorithm in machine learning technique and the user-based collaborative filtering algorithm are reconstructed, and the cluster-based collaborative filtering recommendation system is implemented. Empirical analysis shows that, the model training time is shortened from one minute to 10s after switching the data storage method and clustering to 5 categories, which greatly improves the efficiency of the entire recommendation system.