Reviewerly/exHarmony huggingface dataset:
Design Build a 2D Game “The Greatness of The Labyrint Road” Using RPG MakerMV

A game or game is something that can be played with certain rules so that there are winners and losers. This study aims to create a 2D RPG genre game. With a maze theme and this game was created using the RPG MakerMVapplication. System development in games uses the MDLC (Multimedia Development Life Cycle) method. This gamehas been successfully developed and tested using blackbox testing and user questionnaires. The results obtained are researchers can test children's patience in finding a way in the maze
The Relationship between Reward Management System and Employee' Performance and Motivation

The goal of this article is to investigate the connection between a reward management system, employee performance, and motivation. This is a poll. Ghaen tax was levied on the populace. Data was gathered via a questionnaire. To analyze the data, the software spss22 was utilized in conjunction with two variable regression and multivariable regression methods. The results showed that the financial reward variable explained only 54/7% of the changes in the employee performance variable, with the error smaller than 0/05 in the multivariable regression t-test indicating that only two variables, financial reward and non-financial reward, were significant in explaining changes in staff motivation. Furthermore, job satisfaction and motivation had a substantial role in explaining variations in employee performance.
A concept for a novel hybrid augmented reality computer workstation for virtual product development

Extended reality user interfaces for engineering design often suffer from gaps in the user's workflow.Usually, the user must at least put on hardware, but often also data preparation is needed.This research aims to close these gaps by proposing a setup fusing desktop and immersive user experience into a hybrid augmented reality computer workstation.Here the user can decide for each operation what modality is best suited, using the strengths of both interfaces while avoiding their drawbacks.In this paper, a concept for such a hybrid computer workstation is developed using the morphological matrix method.Different solutions for the main features, holographic stereo display, spatial interaction, and the software architecture, are discussed and a reasoned combination is proposed as a feasible concept.
Perancangan Booklet Company Profile sebagai Media Promosi PT. Citra Inovasi Prima

&#x0D; Citra Innovation Prima, which is located in Medan, North Sumatra, is one of the companies engaged in contracting including HVAC (Heating, Ventilation, and Air Conditioning). This company needs a promotion, given the increasing number of competition in terms of HVAC contractor services. Making this design aims to create promotional media in the form of a company profile booklet containing information about a company that can promote the services offered through promotional media made to the audience. The design method is carried out using qualitative and deductive methods through an approach with trusted sources. From the data that has been collected, it will be analyzed using the SWOT method to determine the design concept. The concept displayed is simple and modern in accordance with the current developments. At the design stage explains the steps taken in the design include creative strategies, visual strategies and media strategies. The result of this design is in the form of a company profile booklet that will be printed. It is hoped that this company can use it as a medium in promoting PT. Citra Iovasi Prima to the intended audience. &#x0D;
A mathematical model to compute makespan for application integration processes using graph theory approach

The performance of integration platforms depends on the performance of execution models implemented for execution engines. Integration processes can be divided into two levels: process execution and resource management. In the first level, we considered the processing time of tasks; as for the second level, we only analysed elements of management and allocation of computational resources. Our proposal aims to identify the elements present at these levels that impact the process execution time, so we develop a mathematical model which determines makespan analytically in integration processes using a Directed Acyclic Graph (DAG). The proposed mathematical model can be used not only to compute makespan, but also to identify the optimal number of computational threads to execute an integration process with the lowest possible makespan. This mathematical model is validated by a Coffee Shop integration process, which is a well-known benchmark to evaluate and compare integration platforms.
Design and Implementation of a Highly Compatible Intelligent Video Analysis Framework

Video analytics is a hot issue in the application of deep learning technology nowadays, and the research of in-telligent video analytics framework provides great conven-ience to facilitate users to quickly build deep learning streaming applications. In the fields of intelligent human-computer interaction, robotics, and Internet of Things, tens of thousands of cameras and sensors provide a large amount of video data, and intelligent video analysis frameworks can be used as pow-erful tools for mining video information. In order to solve the problems of poor compatibility, unclear software architecture and difficult code refactoring of the main frameworks in the current market, we design and implement an intelligent video analysis framework with stronger generality and clearer ar-chitecture. The framework consists of four panels: system framework, functional modules, plug-ins and components, and is also configured with various model deployment optimi-zation strategies such as pipeline technology and heterogene-ous programming technology. Moreover, experiments on face expression recognition and eye movement recognition are con-ducted in the framework, and the results show that the application can analyze the expression and eye movement states of people in video streams in real time with good performance, clear data flow and easy code reconfiguration.
Preface

The Social Media Visualization workshop is a venue for the presentation of research and applications of visualization to social media data. Its goal is to bring together researchers and industry practitioners interested in visual and interactive techniques for social media analysis, particularly in social sciences and humanities as well as in industry.
Comparing model-agnostic and model-specific XAI methods in Natural Language Processing

interpretability arises from an incompleteness in problem formalization, which means that for many problems it is not enough to get the prediction, but also the explanation" [3].Regarding the importance of interpretability, there are more reasons for this which will be listed below: human curiosity and learning, safety measures, and detecting biases. STATE OF THE ART SHAPSHAP is a method which explains individual predictions [4].The goal of this method is to explain an instance by calculating the contributions made by all implied features.By using Shapley values, we find out how to correctly attribute the prediction among features.Furthermore, there is an innovation [4] which suggests that Shapley values should be represented as an additive feature attribution method, like LIME.Shapley values have the following properties: Efficiency, Symmetry, Dummy and Additivity [5]. LIME LIME (Local Interpretable Model-agnostic Explanations) is a model-agnostic explanation method [6], which explains predictions locally by the use of a surrogate model and local perturbations.The goal of this explanation method is to give attributions for each input feature by performing local permutations and training a surrogate interpretable model that is weighted according to the distance between the original prediction and the latter one.Due to the local nature of LIME, the learned model is a good approximation of the original model locally, thus the accuracy may be interpreted as fidelity of the prediction Integrated GradientsIntegrated gradients is an attribution method, which requires no modifications to the networks [7] and is a combination of the Implementation Invariance from Gradients and Sensitivity from LRP or DeepLift.Let us consider a neural network, that is trained on a certain data set.In order to retrieve the attributions for a certain prediction, the gradients are computed in all of the points along the path between the example and a baseline input, which is a zero embedding vector.One of the most important benefit of this method is the fact that it satisfies the completeness axiom, which states that "the sum of attributions is equal to the difference between the output of the network at the input x and the ABSTRACT Explainable Artificial Intelligence is very important from a user-computer interaction perspective and has been growing steadily in the last few years.This is because of the fact that ML and Deep Learning overgrew creating more complex models that are highly accurate but lack explainability and interpretability.The aim of this paper is to present the concept of explainability in ML and to compare state-of-theart model agnostic and model-specific explanation methods in order to determine which type is the most concise based on different evaluation metrics fitted for text classification tasks.
Media Pembelajaran HUBANSUKA (Hubungan Antar Sudut Matematika) Berbasis Android

This research took place at SMP Negeri 5 Lawang One Roof regarding the android-based HUBANSUKA learning media (MATHEMATIC RELATIONSHIP). The purpose of this study was to determine the validity and feasibility of the android-based HUBANSUKA learning media (relationships between corners of mathematics). This study uses the ADDIE development model ( Analysis , Design , Development , and Evaluation ) and the sample of this research is the seventh grade students of SMP Negeri 5 Lawang, totaling 20 students. Data collection techniques in this study were media expert validation sheets, material expert validation sheets and mathematics teacher validation sheets. This adroid-based HUBANSUKA (relationships between Mathematical Angle) learning media uses Construc 2 Software with several supporting software such as Corel Draw and Ms Powerpoint . The selection of Software Construct 2 is based on its ease of use and no programming language. The results of this study were produced by the three validators, namely material experts 98%, media experts 88%, and mathematics teachers 83%, so the average percentage of the three validators was 89.67% with a very valid category. The results of the questionnaire responses of class VII students of SMP Negeri 5 Lawang Satu Atap obtained a percentage of 98.5% in the very good category. So it can be concluded that the adroid-based HUBANSUKA (Relationships between Mathematical Angles) learning media is very valid and suitable for use in SMP Negeri 5 Lawang Satu Atap.
Augmentation of a Virtual Exhibition of Paintings Through Sonification

In this paper, we will take into consideration a virtual exhibition of paintings and focus on one of the possibilities offered by a virtual approach: the implementation of additional features aiming at the augmentation of users’ experience. Specifically, we will propose a framework to sonify paintings by introducing virtual audio sources in the pictures. The reproduction of spatialized sound during the vision of the painting is expected to induce sensory enhancement. Audio materials can be introduced either to reinforce the experience, as for the natural sounds of a landscape, or to deliver new meanings, thus aiming at Gesamtkunstwerk, i.e. an all-embracing art form. After presenting the state of the art about virtual exhibitions and the use of sonification in virtual reality, this paper will introduce a publicly available prototype of sound-augmented experience. The project, implemented in Unity, represents a pilot study to be further developed with a back-end area to let the user configure her/his own exhibition space, showcase selected paintings, and add sound sources in custom positions of the artworks.
THE ANALYSIS OF EFL COLLEGE STUDENTS PERSPECTIVE ON ONLINE LANGUAGE LEARNING DURING COVID-19 PANDEMIC

The purpose of this study is to find out students’ perspective on online language learning during the COVID-19 pandemic and to provide the reasons why their perspective in the way they. The study uses qualitative descriptive research. The subject of this research was 25 English Education Department students of STAIN Mandailing Natal. The data is taken from questionnaire that consists of 15 questions with 4-level Likert Scale, labelled by strongly disagree, disagree, agree, and strongly agree to find out students perspective on online language learning and from interview sheets.. The result of this research is EFL College students have negative perspective on online language learning during Covid-19 pandemic. The reasons why they have negative perspective were they have so many obstacle during online class, the understanding of material is also weak, the English improvement isn’t significantly increase and they are don’t agree that online class should be continued to be carried out.
Generalisasi fq-Derivasi di B-Aljabar

In this paper, another type of derivation in B-algebra is defined, by defining two self-maps, one of which is a derivation in B-algebra (denoted by d) and the other is called generalization of derivation in B-algebra (denoted by D). Based on this definition, some properties of generalized -derivation and generalized -derivation in B-algebra are constructed, then there is one common property, that is if d and D are identity functions, then D is regular. Then, the concept is used as a reference to define the generalized -derivation in B-algebra. In the last section, we discuss some properties of generalized -derivations in B-algebras.
Timbre modeling in a guitar pickup

This article deals with the timbre modeling in a guitar pickup and the factors affecting thereof.
RANCANG BANGUN SISTEM INFORMASI INVENTORI PADA CV. MORIA BERBASIS JAVA

—Along the development of information technology in this era, it’s increasingly familiar with the use of computer-based programs that function to support the performance of an office or company so that it can run according to the desired target. One example of the use of information technology is the management and storage of web-based inventory data because manual inventory of goods is inefficient, often losing important documents. Therefore, the author intends to conduct research on the design of information systems in CV. Moria. So, it’s hoped that this java-based application can reduce the occurrence of errors and can provide convenience in processing data in an organized and efficient manner for office inventory management. Based on the research that has been done, the office inventory information system in CV. Moria. This information system is made web-based so that it can be accessed via smartphones or computers. This system was also created to make it easier to control inventory stock. The information generated from this information system is available stock data, incoming goods transaction data, and goods transaction data used.
Analysis of Accounting Information System of Raw Material Inventories Perumda Tirta Hidayah Bengkulu City

Method of analysis used in this study is a comparative method. Comparative Research is a study that compares the existence of one or more variables in two different samples. Where in this study the researchers compared one variable with two different objects. The results showed that the accounting information system for the inventory of raw materials at Perumda Tirta Hidayah, Bengkulu City, includes transactions for business use, system classification, production cycles. For transaction processes in Perumda Tirta Hidavah, Bengkulu City, such as the purchase process. the process of changing, the process of providing goods. For the use of SIA for businesses related to Perumda Tirta Hidayah are able to improve products or services, can cope with running out of raw materials, can provide the right information While the classification of related systems at Perumda Tirta Hidayah is about open and closed systems, man-made or artificial systems God, and a system whose performance can be ensured, And there is also a production cycle involved in Perumda Tirta Hidayah Bengkulu City in the production orders for the raw materials needed, payment of salaries, the product process is complete. This production cycle has a match and a discrepancy as the salaries of permanent employees are not paid based on the same absences that exist in the production cycle in the TMBooks book.&#x0D;
Evolving Effective Ensembles for Image Classification Using Multi-objective Multi-tree Genetic Programming

The high variations across images make image classification a challenging task, where the limited number of training instances further increases the difficulty of achieving good generalization performance. Applying ensemble learning to classification often yields better generalization results on unseen data than using a single classifier. However, for an ensemble to generalize properly, its base learners should be accurate and diverse. Genetic programming (GP) has achieved promising results in image classification. However, existing methods typically employ single-tree representation (i.e., an individual contains a single tree) and are not easy to evolve multiple base learners especially when only limited training data is available. This paper proposes a new ensemble construction method for image classification using multi-objective multi-tree GP (i.e., on individual contains multiple trees). In the new method, a GP individual forms an ensemble, and its multiple trees are base learners that can learn informative features from a relatively small number of training instances. To find effective GP individuals/ensembles, i.e., to make its multiple trees accurate and diverse, the proposed method formulates the ensemble learning problem as a multi-objective task explicitly. Thus, the new objective functions are developed to maximize the diversity and minimize the classification error simultaneously. The proposed method achieves significantly better generalization performance than many competitive methods on four datasets of varying difficulty. Further analysis demonstrates the effectiveness and potentially high interpretability of the constructed ensembles.
Using Apatite to Differentiate Metallogenic Potential and Environment of Granitic Rocks: A Case Study from the Tongshanling W-Sn-Cu-Pb-Zn Ore Field, Nanling Range (South China)

The Tongshanling ore field is one of the most representative W‒Sn‒Cu‒Pb‒Zn polymetallic deposits in the central-western Nanling Ore Belt, which developed multiple mineralization types, including Cu‒Pb‒Zn (Tongshanling), W‒Sn (Weijia), Pb‒Zn (Jiangyong), and Mo (Yulong) deposits. Here, we analyzed apatite from the Tongshanling granodiorite and the Weijia granite porphyry, integrating major and trace elements, U-Pb dating, and Nd isotopic analysis to compare the difference in geochronology, magma source, redox environment, and evolution between the Tongshanling and Weijia deposit. The U-Pb dating of the Tongshanling and Weijia apatite samples yield a lower intercept age of 166.2 ± 11.3 Ma (1σ, MSWD = 0.22) and 160.87 ± 8.92 Ma (1σ, MSWD = 0.44) on Tera-Wasserburg diagrams, respectively. The 147 Sm/ 144 Nd and 143 Nd/ 144 Nd ratios of the Tongshanling apatite samples are 0.136769‒0.182878 and 0.512159‒0.512246, respectively, with corresponding ε Nd (t = 166 Ma) ranging from −8.32 to −6.60, suggesting that the Tongshanling granodiorite was produced by partial melting of metaigneous rocks in the deep crust. The Tongshanling apatite shows a right-inclined REE pattern, while the Weijia apatite displays a “V” type REE pattern. The Tongshanling apatite shows higher Eu/Eu* values, and lower Mn and Ce/Ce* values than the Weijia apatite, indicating that the former formed from in high magmatic oxidation state while the latter formed in more reduced conditions. The granodiorite in the Tongshanling deposit is characterized by a lower degree of fractionation than the granite porphyry in the Weijia deposit, of which the Weijia apatite has lower Sr, Mg contents, and higher Y contents. The combination of Sr/Y and Eu/Eu* values in apatite samples indicates that both the Tongshanling granodiorite and Weijia porphyry granites are non-adakitic rocks. Furthermore, the high Cl contents of apatite suggest that the crust basement of the Tongshanling area was affected by the high Cl fluid derived from the Proterozoic oceanic subduction and remelted to form granite in the Mesozoic. In contrast, the Weijia apatite exhibits high F/Cl ratios, indicating that the Weijia granite porphyry formed from remelting of a sedimentary source. The Tongshanling granodiorite and Weijia granite porphyry with different degrees of fractionation, magma source, and halogens contents can be effectively distinguished by the geochemistry of apatite. The difference in trace elements (Sr, Y, Mg, and REE) and isotopes of apatite can be applied for the identification of different types of ore-bearing granites in the Nanling Range.
A PERSONALLY ORIENTED BASIS FOR THE FORMATION OF PROFESSIONAL AND VALUE ORIENTATIONS OF THE FUTURE TEACHER OF A FOREIGN LANGUAGE

An important purpose of Ukrainian education is to create conditions for personal development and creative self-realization for every young person, to form a generation capable of lifelong learning, to create and develop the values of civil society. In the process of teaching the discipline of the socio-humanitarian cycle, the transition from informative and explanatory forms and teaching methods to more active and creative ones, which are aimed at practical and professional application during studies at a higher educational institution, is of particular importance. Value orientations are actual formations in the structure of a person’s consciousness and self-awareness, which begins a series of his essential characteristics as an individual. Personally oriented technology as a purposeful concept of education and upbringing is centred on the student and is aimed at his development, self-improvement, and self-realization of the personal self-concept. The article highlights the importance of personally oriented foundations for the formation and development of professional value orientations of future foreign language teachers through practical activities in the process of studying the disciplines of the social and humanitarian cycle.The implementation of personally oriented technologies for studying the disciplines of the socio-humanitarian cycle and the special course provided for the partnership of the teacher and the student, turning the latter into an active subject of the pedagogical process, built on the ideas of humanism and cooperation. Personally oriented technology as a holistic concept of education and upbringing is centralised on the student and is aimed at his development, self-improvement, and self-realization of his personal self-concept. Procedurally, the use of optimal organizational forms and active methods, built on the basis of practical compatible conscious subject-subject interaction of the teacher and student, became the ways of implementing personally oriented technology.&#x0D; Keywords: future teacher of foreign language; values; value orientations; learning technology; personally oriented technology; social and humanitarian disciplines; forming of professional and value orientations; the mechanism of formation of professional value orientations.