Reviewerly/exHarmony huggingface dataset:
The Impact of Free Fire Online Games on Students' Social Behavior at Elementary School

This study aims to determine the impact of the online game Free Fire on students' social behavior at SDN 004 Bangkinang Kota. This research is quantitative research using the exposed facto method. The population in this study were third-grade students at SD Negeri 004 Bangkinang Kota, while the sample used in this study consisted of 40 students. The essential findings obtained were that students at SD Negeri 004 Bangkinang Kota were addicted to online games, which had an impact on the social behavior of students who tended to get angry quickly and use harsh or impolite language with teachers and friends. Online game addiction experienced in childhood can affect aspects of students' social behavior in living their daily lives, especially in class III students of SD Negeri 004 Bangkinang Kota, who are entering their final childhood. Hence, discussing the positive and negative impacts in more detail is necessary. Carry on. Online games can have a positive effect. Students can practice mindsets, socialize with fellow teams, and act as entertainers when tired. Online games can also have a negative impact because they can affect student behavior patterns, interfere with health, and cause addiction. The results showed that 26 respondents (65%) had the intensity of playing free fire online games in the frequent category. As much as 45% of free fire online gameplay has a positive impact on students, and as much as 55% of free fire online gameplay harms students. The study results show the effect of the online game Free Fire on the social behavior of students at SD Negeri 004 Bangkinang Kota.
The Impact of China’s Central Bank Digital Currency on Domestic Commercial Banks

With the arrival of the Internet big data era, the digital economy has become one of the important foundations of China’s economic and social development, and the rapid development of digital currency is the basic driving force and important symbol of the current Internet big data era. With the continuous transformation of the digital currency background, finance has become a modern economic system, both domestic and foreign, the competition in the financial industry is also gradually intense, and the innovation of the digital currency background has become the main direction of the development of modern China’s financial industry. In 2020, China’s central bank digital currency began to carry out pilot work in Shenzhen, Suzhou, Xiong’an New Area and Chengdu, China became the world’s first country to issue sovereign digital currency in the world. The issuance of the central bank’s digital currency will bring new opportunities and challenges to the domestic banking industry. The issuance of central bank digital currency will bring great challenges to the traditional business model of commercial banks, and at the same time, it will increase the competition among commercial banks and bring more pressure as well as new risks to the financial infrastructure of commercial banks. Therefore, commercial banks should adjust their business model, strengthen the cooperation among the banking industry, avoid vicious competition among banks, strengthen the financial infrastructure of commercial banks, and improve the risk prevention and control level of commercial banks comprehensively.
Management of Goals in Vocational Education Organizations

In the article is considered the problem of using the principle of management by goals in professional education organizations in accordance with the requirements of a number of directive government documents. Shown that educational organizations are “captivated” by prescribed accreditation indicators. The analysis of development programs up to 2030 of some technical universities is carried out. Attention is drawn to the absence in the development programs of solving the problems of branches, distance learning, secondary vocational education. It is recommended to pay attention to the domestic university experience of training engineering personnel. Doubts are expressed about the achievement of the set goals for preparing students for modern professional activity when switching to the model 2+2+2. The expediency of using interactive learning in teachers' classrooms is shown.
LVQ Treatment for Zero-Shot Learning

In image classification, there are no labeled training instances for some classes, which are therefore called unseen classes or test classes.To classify these classes, zero-shot learning (ZSL) was developed, which typically attempts to learn a mapping from the (visual) feature space to the semantic space in which the classes are represented by a list of semantically meaningful attributes.However, the fact that this mapping is learned without using instances of the test classes affects the performance of ZSL, which is known as the domain shift problem.In this study, we propose to apply the learning vector quantization (LVQ) algorithm in the semantic space once the mapping is determined.First and foremost, this allows us to refine the prototypes of the test classes with respect to the learned mapping, which reduces the effects of the domain shift problem.Secondly, the LVQ algorithm increases the margin of the 1-NN classifier used in ZSL, resulting in better classification.Moreover, for this work, we consider a range of LVQ algorithms, from initial to advanced variants, and applied them to a number of state-of-the-art ZSL methods, then obtained their LVQ extensions.The experiments based on five ZSL benchmark datasets showed that the LVQ-empowered extensions of the ZSL methods are superior to their original counterparts in almost all settings.
Classification Of Prospective Scholarship Recipients Kartu Indonesia Pintar (KIP) With Decision Tree Algorithm And Naïve Bayes

The purpose of this study is to produce a model that can assist in determining prospective new students of STMIK AKBA who receive scholarships. The algorithm used is decision tree and nave Bayes to classify the graduation of prospective recipients of the Indonesian Smart Card (KIP) scholarship. Based on the results of the classification of the decision tree algorithm with the confusion matrix, the accuracy value is 44.12% and the F1-Score is 34.48%. If you use the Naive Bayes algorithm, it produces an accuracy value of 76.47% using data on diploma scores and average report cards. Furthermore, for accuracy without using diploma value data and the average report card is 79.41%. The results of this study show that nave Bayes has a better performance even though it does not use diploma scores and average report cards. Measurement of the results of the nave Bayes classification with the confusion matrix showed low sensitivity with values ​​of 66.67% and 58.33% for the first and second scenarios. Based on the evaluation results, the Naïve Bayes algorithm has a better performance than the Decision Tree algorithm in classifying KIP scholarship recipients.
Intelligent Recognition of Key Frame Target Behavior in Video Surveillance Based on Lightweight Convolution Neural Network

In the analysis and processing of massive surveillance videos, target behavior recognition is an important task. Most researchers pay more attention to the lightweight of convolution operators in intelligent recognition systems or increase the complexity of lightweight modules, but lack of lightweight research on point-by-point convolution modules which occupy a large number of parameters and computation. For this reason, this article carries out the research on intelligent recognition of key frame target behavior in video surveillance based on lightweight convolution neural network. The three-dimensional position information of bone joints is extracted as the target behavior feature. Based on local vector aggregation descriptor, it makes a more compact representation of key frames of the surveillance video, and gives the generation process of local vector aggregation descriptor. After the structured pruning of the filter, the memory occupation of the processed network model is significantly reduced, and the lightweight of the model is realized. Experimental results verify the effectiveness of the model.
Kemas ulang informasi pohon industri berbasis Google Sites di PDDI LIPI

Information repackaging is an information service that allows users to access information content more easily, quickly, anytime, and anywhere. This study aimed to explain the process of repackaging industrial tree information based on Google Sites at PDDI LIPI. This study used the literature study method by collecting relevant references and participatory observation. The study results showed that repackaging industrial tree information was an activity of repackaging information, changing sources of journal article information into other forms that were more suitable for users, namely website-based digital information. The industrial tree is an information package that aims to provide an overview of a particular topic with primary commodities and supporting commodities. The activity of the information repackaging process based on Google Sites consists of a series of stages starting from determining the primary commodity of information, searching or searching for information sources, information storage, information analysis, designing the structure or information scheme of commodity utilization, and ending with repackaging information using Google Sites. In conclusion, the author can describe a series of stages of the information repackaging process through the creation of a website-based industrial tree using Google Sites as a means of implementation, starting from 1) Needs analysis; 2) Determining user profiles, target audiences, packaging forms and make scheduling and costs; 3) Determine and identify the purpose of packaging information; 4) Selecting, selecting and determining library sources; 5) Determine the strategy for finding sources of information; 6) Determine the location of information and access to media use; 7) Industrial tree repackaging process; 8) Controlling and monitoring; 9) Establish an information packaging dissemination system; 10) Distribution of information packaging; 11) Reviews, and 12) Evaluation.
Implementation of digital archives using a dynamic archive information system

Archive structuring is sorting and combining archives according to type and use of archives for organization's benefit. Electronic filing systems are useful in facilitating the management of archives in organization. The study aimed to determine the implementation of the Dynamic Archival Information System or Sistem Informasi Kearsipan Dinamis (SIKD) at the Purwodadi Grobogan Regional Archives and Library Office. The research method was descriptive qualitative. The results showed that implementation of SIKD in dynamic archives at the Purwodadi Grobogan Regional Archives and Library Office began with document recording, archive control, distribution of archives, archive storage, and archive shrinkage. Archives are recorded in various methods consist of agenda books, control cards, and manuscripts. Archive control used are a control card system, spreadsheet introduction, and the SIKD framework application, which is equipped with a login. Distribution of archives used identification cards in SIKD after taking advantage of new developments and using conventional process combinations. Archive storage, both active and inactive records used the usual storage process that relied on the classification code recorded on the control card. This study concludes that the creation of the archives to archives shrinkage needs to be optimized. Due to the limited human resources of digital archive managers, not all dynamic archive files are digitized, and not all units can use the SIKD system due to website network problems. This study implies that the management of digital archives needs improvements in meeting the needs of those who require them at the Purwodadi Grobogan Regional Archives and Library Office.
Lambung Mangkurat University students' response to library services during the Covid-19 pandemic

Student responses to ARCS (Attention, Relevance, Confidence, and Satisfaction) are related to describing the level of student attention to library services during the Covid-19 pandemic. It includes the relationship between the services provided and student needs (relevance), student confidence in receiving library services, and student satisfaction with library services during the pandemic. The study analyzes student responses based on ARCS to Universitas Lambung Mangkurat (ULM) library services during the Covid-19 pandemic. This study used a mixed-method design in the triangulation design: quantitative data model validation procedure. In this model, the researcher collected quantitative and qualitative data, then analyzed each of these data. The next stage was to carry out further analysis by validating the quantitative analysis results using qualitative results. The study was conducted in June-October 2020. The research sample was 500 students who visited the ULM library. Qualitative data were taken from 10 students using random sampling from the sample. The research instruments were validity sheets, questionnaires, and interview protocols. Specific findings in this study in detail were as follows: student responses based on attention, student responses based on relevance, student responses based on student confidence, and student responses based on satisfaction with ULM library services during the pandemic were in the category 'good'. Based on ARCS, this study concludes that student responses to ULM library services during the Covid-19 pandemic are good.
Selection of goals with incomplete linguistic preference relations

In goal oriented requirements elicitation process (GOREP), the requirements of the stakeholders are refined and decomposed using AND/OR graph. Goal is a high level objective of a company which is refined and decomposed into sub-goals. After refinement and decomposition, a system may have several goals and it is not possible to implement all goals because of the time, budget, and other constraints of an organisation. It is a primarily research issue that how to select those goals that would be designed, implemented and tested during different phases of the software development process. On the basis of our review, we found that there is no support for the selection of goals in GOREP when preference relations are incomplete and the preferences of the decision-makers are represented by linguistic variables. Therefore, to address this research issue, we present a method for goal selection when linguistic preference relations are incomplete. Proposed method was applied to select the goals of the institute examination system.
Effectiveness of Transformer Models on IoT Security Detection in StackOverflow Discussions

The Internet of Things (IoT) is an emerging concept that directly links to the billions of physical items, or “things” that are connected to the Internet and are all gathering and exchanging information between devices and systems. However, IoT devices were not built with security in mind, which might lead to security vulnerabilities in a multi-device system. Traditionally, we investigated IoT issues by polling IoT developers and specialists. This technique, however, is not scalable since surveying all IoT developers is not feasible. Another way to look into IoT issues is to look at IoT developer discussions on major online development forums like Stack Overflow (SO). However, finding discussions that are relevant to IoT issues is challenging since they are frequently not categorized with IoT-related terms. In this paper, we present the “IoT Security Dataset”, a domain-specific dataset of 7147 samples focused solely on IoT security discussions. As there are no automated tools to label these samples, we manually labeled them. We further employed multiple transformer models to automatically detect security discussions. Through rigorous investigations, we found that IoT security discussions are different and more complex than traditional security discussions. We demonstrated a considerable performance loss (up to 44%) of transformer models on cross-domain datasets when we transferred knowledge from a general-purpose dataset “Opiner”, supporting our claim. Thus, we built a domain-specific IoT security detector with an F1-Score of 0.69. We have made the dataset public in the hope that developers would learn more about the security discussion and vendors would enhance their concerns about product security. The dataset can be found at— https://anonymous.4open.science/r/IoT-Security-Dataset-8E35 .
Towards the Concept of Spatial Network Motifs

Many complex systems exist in the physical world and therefore can be modeled by networks in which their nodes and edges are embedded in space. However, classical network motifs only use purely topological information and disregard other features. In this paper we introduce a novel and general subgraph abstraction that incorporates spatial information, therefore enriching its characterization power. Moreover, we describe and implement a method to compute and count our spatial subgraphs in any given network. We also provide initial experimental results by using our methodology to produce spatial fingerprints of real road networks, showcasing its discrimination power and how it captures more than just simple topology.
The Role of Mutations Genes NPM1, FLT3, DNMT3A, CEBPA, IDH1&amp; IDH2 in Cytogenetically Normal Acute Myeloid Leukemia

Cytogenetically normal acute myeloid leukemia (CN-AML) is a type of hematopoietic tissue (bone marrow) cancer called acute myeloid leukemia. In normal bone marrow, early blood cells called hematopoietic stem cells develop into several types of blood cells: white blood cells (leukocytes) that protect the body against infection, red blood cells (erythrocytes) that carry oxygen and platelets (thrombocytes) play a role in blood coagulation, in acute myeloid leukemia, the bone marrow produces a large number of abnormal and immature white blood cells called myeloid blasts. Instead of becoming normal white blood cells, myeloid blasts turn into blood cancer cells.
ROLE OF ELECTRONIC ADMINISTRATION IN EDUCATION

Technical development in our days has led to the transformation of management from traditional functions to electronic management that depends on information systems, computers, the Internet, school buildings, and analysis of examination results, which distinguishes the ability of electronic administration to keep pace with technical development in the field of information technologies. New means to provide education away from traditional methods, and one of the most important of these means is the use of information technology in education and teaching, so this research will address the role of electronic management in education by clarifying the objectives of electronic management, and its requirements in the educational system. It also aims to clarify its benefits in educational institutions, and its importance and reasons of the transition to electronic management. Finally, it shows the obstacles to electronic management in educational institutions.
THE EFFECT OF CLASSROOM DEBATE DISCUSSION ON STUDENTS’ ARGUMENTATION WRITING SKILLS VIA LINOIT APP

The study investigates the effect of classroom debate discussions on eleventh-grade students’ argumentation writing skills via the LinoIt App. An experimental approach was used to achieve the aim of this study. The sample consisted of 60 male and female eleventh-grade Palestinian students in Israel. Students were divided into two groups: a control group and an experimental group. Students were taught classroom debate discussions and they wrote argumentation essays on LinoIt App’s sticky notes. Students were evaluated using pre and post-tests for both groups (control and experimental group). The SPSS package was used to analyze the data. The study findings indicated a significant difference between the pre-test and post-test in students’ argumentation writing skills via the LinoIt App as a result of classroom debate discussion. The research showed remarkable improvement in writing argumentation skills: in composing claims, and counterarguments, warrant argument conclusions; however, writing English sentence structure mechanism has shown no change. This research is based on hybrid learning, it indicated the use of new digital tools and employed it to facilitate teaching English. The use of the LinoIt App for teaching writing is a relatively new contributor to the novelty of the research for teaching high school students by using technology and face-to-face learning. More research should be conducted to study the impact of LinoIt on other language skills, and argumentive essay-specific elements, respectively.
Sistem E-Budgeting Dalam Meningkatkan Akuntabilitas: Perspektif Maqashid Syari’ah

&#x0D; E-Budgeting is a plan that is methodically prepared and includes movements of every type, communicated within the related financial unit, and substantial for a certain period of time at a later date. The system can shorten the expected time for the rule-making process, because it is done on the web and can be obtained anywhere. The implementation of the local government system as far as e-budgeting is from the underlying plan, the implementation has gone through a few changes and advancement advance, but is exceptionally much required: human assets who handle e-budgeting. The reason behind this inquire about is to discover out how the execution of E-Budgeting within the Territorial Secretariat of Binjai City and to see whether the application of E-Budgeting can construct Responsibility inside the Territorial Secretariat of Binjai City. In expansion, this research was conducted employing a subjective clear investigation.The results of using the E-Budgeting system can shorten preparation time and costs are not expensive because they are coordinated with each other from preparation, planning to announcements. With the E-Budgeting system, the decision-making process related to budgeting becomes faster. The use of the E-Budgeting system is also able to simplify the flow of budgeting, encourage time savings in budgeting and there is cost efficiency in the budgeting process. The implementation of the E-Budgeting system in increasing the value of accountability in the Regional Secretariat Office of the Binjai City Legal Division has been very well achieved.&#x0D; Keywords: E-Budgeting, accountability, the regional Secretariat, maqashid sharia perspective
VARIASI DAN POLA KOLOKASI VERBA DALAM MAKNA ‘MEMBERIKAN INFORMASI’ PADA KORPUS BERITA

There are many variations of verb in the meaning of 'providing information’ in the news text. This diversity of verbs in the same field of meaning often creates similar meanings from one to another. In sentences, these variation of verbs not only functioned to enrich the vocabulary and the beauty of dictions but also can show its function in sentences. It’s relevant with Chaer's statement (2012) which said that utterances or words of synonymous are never have the same meaning. It means, each word has its role and function in giving meaning to a sentence. This research was conducted to look further at the relationship of meaning between verbs which are in the same meaning field. The meaning relations which observed are the similarities and differences between these verbs by looking at the collocate that comes after those verbs. The collocate that accompanies the verb can give an idea of ​​the verb pattern in a sentence. This research using a corpus-based application with the theme 'Reconstruction of the Murder of Brigadier J by Ferdy Sambo'. The final results show that out of thirty published reports, fourteen variations of the verb which means 'providing information' with different collocate patterns are found. This research reinforces Chaer's (2012) statement that some verbs which have a close meaning also have their pattern even though they are in the same meaning field. Keywords: news corpus, verb variations, collocations.