Reviewerly/exHarmony huggingface dataset:
Improved Dynamic Graph Learning through Fault-Tolerant Sparsification.

Graph sparsification has been used to improve the computational cost of learning over graphs, e.g., Laplacian-regularized estimation, graph semisupervised learning (SSL) and spectral clustering (SC). However, when graphs vary over time, repeated sparsification requires polynomial order computational cost per update. We propose a new type of graph sparsification namely fault-tolerant (FT) sparsification to significantly reduce the cost to only a constant. Then the computational cost of subsequent graph learning tasks can be significantly improved with limited loss in their accuracy. In particular, we give theoretical analysis to upper bound the loss in the accuracy of the subsequent Laplacian-regularized estimation, graph SSL and SC, due to the FT sparsification. In addition, FT spectral sparsification can be generalized to FT cut sparsification, for cut-based graph learning. Extensive experiments have confirmed the computational efficiencies and accuracies of the proposed methods for learning on dynamic graphs.
Enhancement of Images Degraded by Hazy Light Scattering and Attenuation

We propose a method for enhancing images degraded by hazy scattering and attenuation of lights. Images are enhanced in two steps. The first step is restoration of the hue of colors on the basis of the gray world assumption. This hue restored images are next enhanced with magnifying the contrast of the luminance and the saturation of colors while preserving the hue of colors. Performance of the proposed method is verified for some example images of foggy and underwater photographs.
Extraction and utilization of landfill gas

DeponiGasTeknik DGT AB is a consulting firm working in the Environment and Energy sector. A special field is to design and develope plants for extraction and utilization of landfill gas. Amoung the plants that DeponiGasTeknik has designed through the years are a new compressorstation in Helsingborg. Other interesting projects are the fixed link across Öresund where DeponiGasTeknik has design a system on the old landfill to prevent gas to penetrate the railway and highway area. An other project is the digestercells in Växjo which are a development of the common biocells. Finally are an example presented on the closed digesters that DeponiGasTeknik has designed in Helsingborg for around 30 000-40 000 m3 waste per year.
PERANCANGAN SISTEM INFORMASI AKUNTANSI METODE SINGLE STEP UNTUK MENGHITUNG LABA RUGI STUDI KASUS PADA CHAMPION GYM CIREBON

This study discuss the problems in Champion Gym that are related to accounting records is the calculation of the income statement still using manual methods, not using a computerized system that complies with accounting standards. So that makes it difficult for management in terms of calculating the income statement every month. The purpose of this study was to create a Profit and Loss Report Calculation System Application Using Single Step Method, which is expected to help Champion Gym management in calculating the company's profit / loss for each period .. The profit and loss calculation application using the Single Step Method can facilitate the management of Champion Gym in calculate income, costs and profit / loss generated each period. So that Champion Gym management can find out in real terms about the company's profit / loss every accounting period. The results of this system are expected to have an impact on the efficiency and effectiveness of Gym operations and obtain an accurate income statement through maximum profit.
Socially Responsible Natural Language Processing

As language technologies have become increasingly prevalent in analyzing online data, there is a growing awareness that decisions we make about our data, methods, and tools often have immense impact on people and societies. This tutorial will provide an overview of real-world applications of Natural Language Processing technologies and their potential ethical implications. We intend to provide the researchers with an overview of tools to ensure that the data, algorithms, and models that they build are socially responsible. These tools will include a checklist of common pitfalls that one should avoid, as well as methods to mitigate these issues. Issues of bias, ethics, and impact are often not clear-cut; this tutorial will also discuss the complexities inherent in this area.
BRUTE FORCE IN COMPUTER CRIMINALISTICS

In Ukrainian realities, it is not uncommon to designate locked smartphones for computer forensic expertise.At the same time, the initiator of the research does not have information about the unblocking of the research object.In the absence of specialized hardware and software for selection of password the decision of the forensic expertise is complicated.One solution to the problem of a locked smartphone, without of password information, is its selection.It is worth mentioning the professionals who use the brute force method.This method can help with checking the cryptographic stability of the password.And given its features, the password will be considered reliable if other methods do not give a faster result.Now let's understand what is brute force and how can it help a computer criminalist.Brute forcea method for hacking various accounts by selecting a login and password.Its essence lies in the automated overview of all valid password combinations in the account in order to identify the correct [1].That is, if you adapt this method to research a smartphone, then an automatched overview of all combinations will be performed.The expert does not need to be executed manually.Of course there are a number of shortcomings in this method.The main thing is the time.About four and a half days can be spent to check all four significant combinations of passwords from "0000" to "9999" [2].For more combinations, the term increases, which is not appropriate.In this paper, smartphones are investigated, which are protected by four considerable PIN codes.For example, 2 smartphones were used: Lenovo P1ma40 (Android 5.1) and Sony Xperia XA(F3112) (Android 6.0).Next, the question arises about the hardware device, which will perform an automatched overview of combinations.After analyzing web resources, I decided to stay on Arduino.Arduino is an open-source electronics platform based on easy-to-use hardware and software.Arduino boards are able to read inputslight on a sensor, a finger on a button, or a Twitter messageand turn it into an outputactivating a motor, turning on an LED, publishing something online.You can tell your board what to do by sending a set of instructions to the microcontroller on the board.To do so you use the Arduino programming language, and the Arduino Software (IDE) [3].Among all the variety of boards, for the set task are suitable: Arduino Leonadro or Arduino Micro.These models have a microcontroller ATmega32u4 with built-in
Identification and Analysis of Children Developmental Dysphasia Factors in Karawang

Abstract Some children fail to develop language skills for obvious reasons. The inability is usually seen due to difficulties in producing and understanding spoken language, lack of intelligence, or other developmental disorders. This usually causes difficulties in reading and writing; in many cases, language difficulties continue until adolescence. This research was conducted from May to June 2018 at Dewi Sri Karawang Hospital and in the Karawang community. This study aims to determine the correlation between factors such as family history, child's gender, febrile seizures, exposure to TV/gadget, and mother's occupation, with children developmental dysphasia in Karawang. This study uses an analytical survey method with a cross-sectional approach. Data retrieval was performed by interviewing parents of pediatric patients diagnosed with dysphasia as the case group and parents of children in the Karawang area as the control group. The data obtained were processed using the multivariate regression statistical method. The results showed that heat seizures, excessive multimedia exposure (more than 1 hour per day), and identified hereditary causes were significant risk factors for dysphasia in children aged 1 to 6 years in Karawang, with p-values less than 0.05.
THE EFFECT OF “RICH MEDIA-GUIDED WRITING STRATEGY” ON STUDENTS’ ACHIEVEMENT IN WRITING DESCRIPTIVE TEXT

This research aims at investigating the effect of rich media guided writing strategy on the students’ achievement in writing descriptive text. It was conducted by using experimental research design. The Population of this research was the tenth (X) grade students of SMA Negeri 1 Dolok Merawan. There were two classes as the sample. The first class (X MIA 1), the experimental group consisted of 20 students, and the second class (X IS 1), the control group consisted of 20 students. The experimental group was taught by using rich media-guided writing strategy while control group was taught by using pen and paper-guided writing strategy. The instrument for collecting the data was writing test. The data were analyzed by using t-test formula. The analysis showed that the score of students in the experimental group by using rich media guided writing strategy was higher than the score of students in the control group by using pen and paper guided writing strategy, at the level of significance (α) 0.05 with the degree of freedom (df) 38, the t-observed was 2,818 while the t-table was 2,024. Therefore, the application of rich media guided writing strategy significantly affected the students’ achievement in writing descriptive text. Keywords: Rich Media-Guided Writing Strategy, Writing Descriptive Text.
PENINGKATAN SIKAP BERSAHABAT/ KOMUNIKATIF DAN PRESTASI BELAJAR PADA TEMA 8 DAERAH TEMPAT TINGGALKU MENGGUNAKAN MODEL PROBLEM BASED LEARNING DENGAN BANTUAN MEDIA GAMBAR SERI

Background of this research is the low communicative friendly attitude and learning achievement of students. This study aims to improve the friendliness / communicative attitude and learning achievement of students through the Problem Based Learning (PBL) model with the help of serial image media. This classroom action research is carried out in 2 (two) cycles, each cycle consisting of two meetings with each meeting one lesson plan. This research consists of stages of planning, action, observation, and reflection. The subjects of this study were forth grade students, consist of 13 male students and 18 female students. The data collection tool uses evaluation tests, teacher activity sheets, friendly/communicative attitude observation sheets of students as well as students' friendly/communicative attitude scale sheets. The results of the improvements that occur can be seen in each cycle. The results of this study indicated that the use of the Problem Based Learning (PBL) model with the help of serial image media can improve friendliness / communicative attitudes and learning achievements of the theme students of the 8 areas where I live in the fourth grade students of SD Negeri 2 Sokaraja Tengah Sokaraja District, Banyumas.
A CAD Path and Motion Planning System for Flexible Agents using a Genetic Algorithm

Sports equipment design is a young and evolving engineering discipline focused on the best simultaneous optimization of user and product as a system.In motorsports, in particular, the final performance during a race depends on many parameters related to the vehicle, circuit, weather, and tyres and the personal feelings of every single driver.Top teams in high-tech categories can invest huge amounts of money in developing simulators, but such economic commitment is not sustainable for all those teams that operate in minor but very popular categories, such as karts or mini-motorcycles.In these fields, the most common design approach is trial and error on physical prototypes.Such an approach leads to high costs, long optimization times, poor innovation, and inefficient management of the design knowledge.The present paper proposes a driver centred methodology for the design of an innovative mini racing motorcycle frame.It consists of two main phases: the drivers' feelings translation into engineering requirements and constraints, and the exploration of the design solution space.Expected effects of the application of the proposed methodology are an overall increase in the degree of innovation, time compression, and cost reduction during the development process, with a significant impact on the competitiveness of small racing teams in minor categories.
Journalism as a synergistic object

The study highlights the latest mass-media trends and constructs in the context of the synergetic paradigm. Journalism is described as an open, non-linear, unbalanced, dynamic system which is capable of self-organization. The components of the synergetic cycle of the presented system are identified. Its actual phase of development is defined as post-journalism. The most typical phenomena with fractal features are determined. They include participative and amateur journalism. Manifestations of the holistic principle in the functioning of the system are also traced at the level of individual factors of the communication system - sender, recipient, message and code. Powerful influence of fluctuations of the external for journalism systems is outlined. &#x0D; Media picture of the world, which integrates not only information, but also pseudo-information elements that are also part of the functional field of journalistic influence, is defined as a systematic result of the «work» of the given system. The author outlines the transformation of the two-stage communication model, the complementation of the communication system with such factors as «bubble filter» and «content aggregators», expansion of the functional and role position of the sender.It is stated that the increase in the level of entropy in the journalism system is due to the non-compliance with professional standards, ethical norms, and accepted functional roles from the fractal phenomena that are currently only beginning to be formed within the system. From the standpoint of synergetics, the phenomenon of mediatization, which is the result of self-organization of the journalism system in interaction with the actors of the environment, is disclosed.Methodological features of the synergetic approach to the study of journalism are also revealed. They include metaphorization of the synergetic terminology; discreteness in the application of the synergetic paradigm, which foresees emphasis on some regularities in the development of the system while levelling the others; implementation of the synergetic approach in a simplified version through the analysis of the objects as a set of the system features.
Manajemen dan Organisasi Informasi : Studi di Fakultas Teknologi Informasi Universitas Kristen Satya Wacana Salatiga

This study aims to find out about the process of activities from the beginning to the end about the management and organization of information held at the Information Technology Faculty of Satya Wacana Christian University in Salatiga. This study This study used a qualitative approach using the case study method. One interesting thing to do is that in the management activities of stored information various kinds of documents result from various activities of the academic community. Documents and information held by the Information Technology Faculty are divided into 2 groups. The first group is an archival document and the second group is a library document. This research focuses on managing library documents. In implementing this management and information organization activities, the SWCU Information Technology Faculty formed a task force under the name of the Center for Documentation and Scientific Information. The main task of the task unit is to plan, carry out and make reports on the implementation of tasks. The results of this study that the organization and retrieval of information and documents using the information system diagramming framework introduced by Doyle. Some of the problems that were encountered were that the space available for this activity was incomplete and was still waiting for the purchase or procurement of various equipment to support the creation of better and more adequate information organizing activities.
Towards Intra-Datacentre High-Availability in CloudDBAppliance

- The research leading to these results has received funding from the European Union's Horizon 2020 programme -The EU Framework Programme for Research and Innovation 2014-2020, under grant agreement No. 732051 and by the ERDF - European Regional Development Fund through the Operational Programme for Competitiveness and Internationalization - COMPETE 2020.
SISTEM PENGAMBILAN KEPUTUSAN DALAM PEMILIHAN SEPEDA MOTOR MATIC HONDA DENGAN MENGGUNAKAN METODE ANALYTICAL HIERARCHY PROCESS (STUDI KASUS: CV. DARMIN MOTOR KOTA TANGERANG)

In the selection of Honda Honda motorcycles, of course consumers want to get the best and right choice. On CV. Darmin Motor Tangerang City has a factor in the assessment. This assessment is based on criteria and alternatives such as price, design, product quality and other brands of Honda Motorcycle. Almost every consumer wants a matic motorcycle that is affordable, fuel efficient and comfortable to use. This decision support system uses the method (AHP) as a process in determining the best matic motorbikes. This can be useful to facilitate a decision-making related to a problem of selecting Honda Motorcycle so that there will be many criteria and alternatives for consumers. In this study, data acquisition was obtained from the results of the questionnaire. The data that has been obtained is processed using Microsoft Excel so ftware and expert choice software. The results of the study using the Expert Choice Software application showed that the first rank was Beat Sport CBS with a value of 0.514 or 51.4% next Vario 125 CBS with a value of 0.300 or 30.0% and ranked last 0.187 or 18.7%.
SYSTEM OF PSYCHOLOGICAL SUPPORT FOR PROFESSIONAL ACTIVITIES OF TEACHERS IN HIGHER EDUCATION INSTITUTION

sysTem Of psychOlOgIcal suppOrT fOr prOfessIOnal acTIVITIesOf Teachers In hIgher eDucaTIOn InsTITuTIOn summary.The relevance of the study is determined by the fact that the professional activity of a modern specialist requires a high level of special knowledge and skills and certain personal characteristics, such as: psychological stability, mobility, responsibility, readiness for overload and stressful situations, the ability to go out of them, and the like.Growing competition and a commercial component in the activities of the education system encourages educational institutions to look for effective ways to manage.The purpose of the study is to present a model of management of the system of psychological support for the professional activities of teachers in a higher education institution.During the implementation of the study, it was determined that it is the psychological service of the educational institution that provides psychological support for the professional activities of teachers.The system of psychological support of the professional activities of teachers arises as a response to the need to bring the results of the educational process closer to the requirements of modern.The basis of the structure of the psychological service consists of practical psychologists and social educators.The principles and activities of the service have been determined, a model has been developed for managing the system of psychological support for the professional activities of teachers.Built on a management function.They are presented as a set of interrelated functions: analysis (study of information); planning (setting goals, objectives, justification of methodological approaches and management principles); organization (ensures efficiency of processes); control (monitoring and diagnosing the state realization of psychological support by intermediate and final results).The above functions constitute a complete management cycle from setting goals to achieving them, reproduce the course, sequence and completeness of individual management actions.Implemented theoretical research methods.The theoretical value is to develop a model for managing the system of psychological support for the professional activities of teachers.Practical value: materials can be used in the process of work of educational institutions.
MEME COMIC AS THE DEVELOPING MEDIA OF SPEAKING FOR STUDENTS IN JUNIOR HIGH SCHOOL

This research was aimed to develop appropriate, interesting and attractive speaking media in teaching descriptive text for seventh grade students of MTsS UMMI Lubuk Pakam. Due to the result in the form of product, this study was categorized as Research and Development (R &amp; D) study which adapted from Borg and Gall (1989) theory with some modifications. The subject of this study was the seventh grade students of MTsS UMMI Lubuk Pakam. In conducting this research, the procedures were gathering the data and information, conducting the need analysis, designing the first draft of media, revising the media, and producing the final product as the meme comic. The instruments of collecting data were the combination of two strategies; interview and questionnaires. The interview result was analyzed as qualitative data and the questionnaires analyzed as quantitative data. These data were needs of students covering target needs and learning needs. This study developed speaking media which only focused on descriptive text taught in the odd semester. These media was based on Curriculum 2013. Keywords : Developing speaking media, seventh grade students, descriptive text, Meme Comic.
DEVELOPING WRITING MATERIALS IN RECOUNT TEXT FOR THE EIGHT GRADE STUDENTS AT SMP RK SERDANG MURNI LUBUK PAKAM

The objectives of this study was to develop the writing materials in recount text for the eight grade students at SMP RK Serdang Murni Lubuk Pakam. This was a Research and Development (R&amp;D) study. The subjects of the study were the students of eighth grade of SMP RK Serdang Murni Lubuk Pakam. The research procedures, were adapted from Jolly and Bolitho’s model in Tomlinson (1998) with some modifications, consisting of conducting the need analysis, writing the course grid, developing the first draft, getting expert judgment and evaluating the first draft, also revising the first draft of the materials.The instruments to collect the data were need analysis questionnaire and expert judgment questionnaire. The data from the need analysis were analyzed quantitatively using frequency and precentage, then the results were used to develop the course grid. The data from the expert judgment were analyzed quantitatively through descriptive statistics while the suggestions were used to revise the first draft of the materials. The product of this study is a set of writing materials of recount text entitled “Guide for Writing” for students of eighth grade of SMP RK Serdang Murni Lubuk Pakam. The writing material is “My Unforgettable Experience”. It consists of Pre-writing, Drafting, Responding, and Editing tasks ranging 15 tasks. Based on the research findings from the expert judgment, the whole aspects of the developed materials were 3.76 which was in the range of 3.25 &lt; x ≤ 4 and can be categorized as “very good”. Keywords: Recount Text, Writing Materials, R&amp;D Method