Reviewerly/exHarmony huggingface dataset:
Semantic enhanced Top-k similarity search on weighted HIN

Abstract Similarity searches on heterogeneous information networks (HINs) have attracted wide attention from both industrial and academic areas in recent years; for example, they have been used for friend detection in social networks and collaborator recommendation in coauthor networks. The structural information on the HIN can be captured by multiple metapaths, and people usually utilize metapaths to design methods for similarity search. The rich semantics in HINs are not only structural information but also content stored in nodes. However, the content similarity of nodes was usually not valued in the existing methods. Although some researchers have recently considered both types of information in machine learning-based methods for similarity search, they have used structure and content information separately. To address this issue by balancing the influence of structure and content information flexibly in the process of searching, we propose a double channel convolutional neural network model for top-k similarity search, which uses path instances as model inputs and generates structure and content embeddings for nodes based on different metapaths. We design an attention mechanism to enhance the differences in metapaths for each node. Another attention mechanism is used to combine the content and structure information of nodes. Finally, an importance evaluation function is designed to improve the accuracy and make the model more explainable. The experimental results show that our search algorithm can effectively support top-k similarity search in HINs and achieve higher performance than existing approaches.
Perancangan Sistem Informasi Geografis Perlengkapan Jalan Berbasis Daerah Rawan Kecelakaan

Accidents often occur with several influencing factors and often repeat at a point which is often referred to as an accident-prone area. Accident-prone areas must be supported by the design of a road equipment geographic information system to make it easier to find out road equipment around the place. Balangan Regency is one of the areas in the province of South Kalimantan, it is in a strategic position because it is a crossing route between regions and the route to the province of East Kalimantan. To improve service to existing traffic, one of the efforts made is to improve the quality of road equipment. The problems that occur in the data and management system at the Balangan Regency Transportation Office can now be said to be bad and not up to date. In addition, there are many roads that are not equipped with signs and in accident-prone areas do not have adequate road equipment. The purpose of this study is to analyze the need for signs on roads in Balangan Regency and the needs for road equipment in accident-prone areas. The results of the analysis are displayed using the Geographic Information System method in the ArcGIS 10.3 application, the results of which are to facilitate the Department of Transportation in carrying out maintenance and decision making in planning road equipment as an effort to improve transportation services and safety in Balangan Regency.&#x0D;
How Effective is Implementing Jigsaw IV in Teaching Reading of the Narrative Text to the Eleventh Grade Students?

This study aims at investigating the effectiveness of implememting Jigsaw IV technque in teaching raeding of the narrtive text to the 11th grade students at SMAN 1 Kuripan West Lombok Regency. The current study involved the eleventh grade students as the samples of the study. It applied a two-group of pre-test and post-test design with the total of 24 students in the Experimental Group and 24 students in the Controlled Group. Upon the comletion of the pre-test and prior to the post-test, some treatments in the form of teaching and learning reading of narrative text using Jigsaw IV technique were given to the Experimental Group. The results show that after implementing the Jigsaw IV technique in teaching reading using narrative text, the students' reading comprehension achievement increased significantly with a substantial level of effectiveness. It indicates through the findings that using Jigsaw IV technique in teaching reading of the narrative text helps students improve their reading comprehension.
Effectiveness of Marketing Strategies for Quality Information Services in Selected Government Ministry Libraries in Nairobi, Kenya

The focus of this study was to evaluate the effectiveness of the marketing strategies for information services in government ministry libraries in Nairobi County. Lack of awareness on the value of government ministry libraries has contributed to their underutilization. The aim of the study was to investigate the marketing strategies adopted and how effective they are in the delivery of quality information services. Specific objectives of the study included: - a) establishing which information services are offered in government ministry libraries, b) establishing the marketing strategies used by government ministry libraries, c) assessing the marketing strategies in use in government ministry libraries and how effective they are towards improving access and usage of government ministry libraries. The study has been based on the Ansoff’s growth matrix theory. A descriptive survey research design was used; the target population comprised 5 heads of library services from the 5 selected government ministry libraries and 169 library users drawn by random sampling. Two data collection instruments were used; interview guide for the librarians in charge of the selected libraries and questionnaires administered to library users. Data collection instruments were subjected to pretesting and reviewed accordingly to ensure validity and reliability. The study involved the collection of qualitative as well as quantitative data. Analysis of quantitative data has been done using descriptive statistics and presented in the form of tables, figures, charts and graphs. Qualitative data has been analyzed thematically and presented in a narrative form. Logistical, ethical and legal issues were observed and upheld by ensuring adequate sensitization of the participants and adequate resources including time for the data collection process. The study established that most government ministry libraries in Nairobi County offered a variety of information services. Various marketing strategies are used, with customer friendliness and social media being the predominant strategies. Conducive physical environment, social media and customer friendliness were rated the most effective however the effectiveness’ of the strategies adopted in aiding usage of government information is moderate. Marketing of government ministry libraries in Nairobi County is largely informal and unintentional with little value assigned to it. The study recommends that all stakeholders be sensitized on the value of marketing information services in government ministry libraries. This should be to ensure that it becomes a core mandate of government ministries towards delivering quality services leveraging on quality information services.
A Review on a Comparative Study of Lifting Solutions for Dried Blood Exhibits

Many different types of evidence, such as urine, blood, and stomach contents, are collected during the forensic examination. Blood is a type of biological evidence that is collected and stored for further investigation. Forensic analysis is highly dependent on blood evidence. Blood collection, preservation, documentation, and testing are essential to the overall success of the casework. Because there may be a combination of body fluids or epithelial compounds in objects, a person's blood test is necessary in most cases. There are two types of blood found at the scene: dried blood stains and water droplets. Dry blood can be mixed with 0.9 percent common salt. This review article discusses how to remove dried blood stains and what issues are currently being discussed in the intelligence community. Keywords: evidence, epithelial compounds, dry and wet blood, body fluids
Effects of flipped-learning teaching-learning model for the competencies enhancement on fundamental nursing practice

The purpose of this study is to analyze the effect of applying a flipped-learning class designed for the purpose of strengthening major competency through basic nursing practice education for nursing students. The study was designed as a single-group pre-post-mortem study. A total of 36 subjects were studied, and online and offline hybrid-type classes were offered from October 5 through November 13, 2020, with a flipped-learning class model that applied the 'PRTER' model modified to fit the practice model to strengthen basic nursing practice competency. In order to confirm the effect of the study, self-directed learning ability, critical thinking tendency, and core nursing skills performance ability (transfusion nursing, tracheostomy tube management) were checked before and after the experiment. The collected data were analyzed using the SPSS Win version 26.0 program to analyze the general characteristics and dependent variables with descriptive statistics such as frequency and percentage and paired t-test. As a result of the study, self-directed learning ability (p&lt;.05), critical thinking dispositions (p&lt;.01), and core basic nursing skills performance (p&lt;.001) were significantly improved. The results of this study are meaningful because the flipped-learning teaching and learning model was introduced to the unstable class environment caused by COVID-19, thereby engaging learners as active participants in education, and strengthening their practical competency.
Control Monitoring of the Educational Process of Students With Special Learning Needs

This article outlines and establishes the relationship of the main participants in the educational environment of inclusive education: triad “teacher-psychologist-teacher’s assistant”. The stages of the educational process control of students with special educational needs and its structure are defined: assessment, diagnostics, monitoring. The principles of control and evaluation of the educational process for students with special educational needs are revealed. The participation in controlling of all members of the educational inclusive environment team is established. The importance of diagnosing the development of students with special educational needs and involving in the elaboration of an individual development program is also revealed.
Detailed Analysis of Chaotic Logistic Map Model and Applications

Chaotic logistic map can be used to generate private key with different dimensions, this can be easily used to secure the process of data cryptography, required to encrypt-decrypt messages, images or audio files. Some of the encrypted-decrypted data (messages images) requires inter values keys, other like audio files require fraction values keys. In this research paper we will perform a detailed study of chaotic logistic map model to give some valuable recommendation of many aspects such as: the suitable range of the growth rate parameter, the suitable range of the initial generation, the sensitivity feature, the required time to generate private keys. It will be show how to generate 1D and 2D private keys with integer values and with fractional values, these key will be generated taking in mined the process of optimizing the generation time and the selected length of key which can optimize the process of cryptography.
AN ANALYSIS OF TRANSLATION SHIFTS IN THE INDONESIAN TRANSLATION OF TOWARDS ZERO

This is linguistic research of translation that presents an analysis of translation shifts in the novel entitled “Menuju Titik Nol,” which is the Indonesian translation of an English novel “Towards Zero.” The purpose of this research is to find out the types of translation shifts and the most frequent type of translation shifts that occur in the translation. The method that is used in this research is a descriptive qualitative research method. From the translation, the researcher takes the first 100 data of translation shifts and then analyzes the data to identify the types and the most frequent translation shifts in the target text using related translation shifts theories. The results of this research show that the types of shifts found in the Indonesian translation of Towards Zero are level shifts and all types of category shifts, which are structure shifts, class shifts, unit shifts, and intra-system shifts. The occurrence of all types of translation shifts in the translation is due to the difference in some linguistic systems of both languages. The most frequent shifts that occur in the translation is structure shifts. The structure shifts are found in the translation of noun phrases and the translation of active sentences into passive or vice versa.
Study of Perception of The Use of Bim Technology (Building Information Modeling) In Urban Infrastructure Projects In Surabaya

BIM (building information modeling) is an information modeling technology that can support the acceleration of infrastructure development. Building information modeling (BIM) is one of the technologies in the field of AEC (architecture, engineering, and construction) that is able to simulate all information into development projects into 3-dimensional models. The purpose of using BIM technology in urban infrastructure development is to help building and construction specialists to design, simulate, visualize, and build better buildings, while BIM is able to reduce errors and omissions, reduce repetitive work processes, and be able to reduce project duration and increase profits for those in the construction industry. Data collection was carried out by distributing questionnaires to contracting companies in East Surabaya and found that the use of BIM is very useful to facilitate the process of infrastructure development to be more effective and efficient.
Development of A Smartphone Education Program and its Utilization plan based on the production of Korean Literacy App

&#x0D; Objectives This study is the development of a program in which literacy learners participate as subjects of education based on the production of a Hangul literacy app. By using the app as a learning tool, Korean literacy education and smartphone education can be provided simultaneously, and the possibility of a program using the app, a new learning tool, is explored to diversify teaching and learning methods.&#x0D; Methods This study was conducted as an action research method, and an application software production tool called App Inventor was used for app production. The research participants consisted of six literacy learners, researchers, and joint researchers. In the first stage, a detailed research plan was established through an elite interview, observation of participation in the computer basic class and smartphone class, and the performance of an assistant teacher, and the recruitment and selection of research participants were made. In the second stage, the researcher creates an app as a learning tool that is considered suitable for literacy learners and develops a program to apply it to smartphone education. And then, In the last third stage, the opinions of literacy learners were obtained through group interviews with learners to determine whether the program was generalized.&#x0D; Results First, it was confirmed that the smartphone app was useful as a learning tool to solve the learner's problem, and it was possible to develop a learning tool based on the app creation. Second, if a learning tool is created with an app, it is possible to develop an education program that can complement Korean literacy education and resolve learners' desire to learn smartphones. If you develop a program based on making an app, you can use it as follows. First, learner-independent classes are possible, so it will be an interesting education for learners. Second, as the teaching area expands to the production of apps, it is possible to develop programs that reflect professionalism and diversification of teaching methods, and Third, it will become a basic data for follow-up research that utilizes smartphone apps as learning tools or grafts them into programs.&#x0D; Conclusions In the field of lifelong education, program development based on app production may seem a bit unfamiliar, but the concept of literacy is rapidly expanding into the digital realm, and the needs of learners are diversifying. For the social and cultural participation of literacy learners, it is necessary to develo
Blockchain in Capital Markets: A Revolution of the Trading System in Stock Exchange

This study aims to explore the benefits of implementing blockchain technology as a basis for stock trading in Indonesia to improve the corporate governance of issuers. Two main factors that trigger the emergence of agency problems in corporate gov-ernance in traditional stock exchanges are differences in interests between principals and agents and the complexity of the investment chain. This research is a documen-tary research where the researchers search for references in the form of previous research using the keyword â€œblockchainâ€ in the â€œpublishâ€ or â€œperishâ€ application. Next, the researchers organize, make a written summary, and interpret the findings obtained based on the the researchersâ€™ thoughtd. Based on the interpretation of pre-vious research, compared to traditional stock trading systems, blockchain technology has several advantages, such as high information transparency, improved stock liquidity, high monitoring by various parties, and the availability of information in real-time, thereby creating better corporate governance. The implementation of blockchain technology can reduce information asymmetry in the relationship between principal and agent, which in turn can improve the quality of corporate governance due to transparency, accountability, and high trust between all parties involved in this blockchain technology network.
DJEČJA PORNOGRAFIJA U SVJETLU RAČUNARSKIH KRIVIČNIH DJELA: MEĐUNARODNI STANDARDI I PRAVO BOSNE I HERCEGOVINE

Based on international standards in a number of universal (UN) and regional (Council of Europe) documents, a large number of national legislations, including positive law of Bosnia and Herzegovina, provide for several computer (computer, IT, information, cyber) crimes that violate or endanger various social values by using (or abusing) computers, computer systems or information technology. These are various forms of illegal activities of natural and legal persons, using computer systems, whether it is about old crimes take on new forms (forms of manifestation), or completely new crimes. Among these criminal offenses, computer crimes are especially dangerous for children and youth. In this paper the system of international standards and the basic characteristics of computer crimes, as well as the content of computer crimes as means of production or dissemination of pornographic material in the legal system of Bosnia and Herzegovina are considered.
PENERAPAN MODEL ARIMA DALAM MEMPREDIKSI HARGA EMAS

Gold is one of the investment commodities that has been in great demand by the public for a long time because, in addition to bringing profits, gold investment is also considered safe. To get the best profit from the gold investment, forecasting and planning can be done to predict the gold price. In this research, the best forecasting model will be determined in the price of 1 gram gold bullion produced by PT. Aneka Tambang (ANTAM) using the ARIMA method to predict gold prices in 2022. From the results of the discussion, the appropriate model to predict gold prices is ARIMA(4,2.0). ARIMA value(4,2,0) with error value at MAD= 6220.55, MAPE= 0.6624, MSE=47274070.87, RMSE=6875.61
APPLICATION OF THE HIGUCHI METHOD FOR THE ANALYSIS OF ELECTROMYOGRAMS

The application of the fractal Higuchi method to the analysis of electromyograms (EMG) is considered. It is shown that the application of the method makes it possible to see the difference between the movements of different fingers by EMG recorded by surface electrodes from the human forearm in characteristic zones
ANALISA DEBIT BANGKITAN MENGGUNAKAN MODEL ARIMA (AUTOREGRESIF INTEGRATED MOVING AVERAGE)

Flow discharge data must be available in a time series and accurate manner, so there should be no empty periods. Therefore, a model is needed that can reconstruct or estimate the flow discharge of the empty period stochastically. One way to solve this problem is by filling in data or data generation.The philosophy of data is to create new data sets based on generally incomplete or short historical data to obtain longer and more complete data. The new complete and long data is made with properties as well as short data as the source (Sri Harto and Sudjarwadi, 1989). Model ARIMA represents three modeling namely of autoregressive model (AR), moving average (MA), and autoregressive and moving average model (ARMA) which has characteristic of two models. First stage modeling ARIMA is testing stationary data, identification model, estimation parameter model and forecasting. Data used in this model Arima is discharge complete station Maribaya DAS Cikapundung Hulu if from years 1978 from the research. Results ARIMA model produces correlation values of 0.657 with a target value of 1. For the absolute relative error rate (KAR) and the average error rate (RMS) each produces a value of 0.0052 and 0.017 with a target value of 0. The ARIMA model can be used to fill in, generate discharge data and can be used to predict future flow rates. In discharge forecasting, the ARIMA model is only able to predict discharge accurately in a short time span. For long-term forecasting, the resulting forecast will tend to be flat (flat/constant).