Reviewerly/exHarmony huggingface dataset:
Face Recognition Using Hyper Sausage Neuron Networks

Biometric authentication systems are generally utilized in different manners.One of the most generally utilized biometric systems is the face.The face is one path for every person to know one another and has their very own attributes or is extraordinary to every individual.The face recognition system is divided into three phase's, namely pre-processing, feature extraction, and recognition.This paper combines Linear Discriminant Analysis (LDA) for feature extraction and Hyper Sausage Neuron Networks (HSNN) for the face recognition system.LDA is used to overcome the resistant to changing image conditions, and HSNN can overcome high false acceptance problems on Traditional Pattern Recognition (TPR).The research used the face94 database with LDA-HSSN could enhance the accuracy of face recognition from the previous methods such as SVM with RBF kernel and KNN respectively 2.03% and 35.54%.
Perancangan Sistem Informasi Pendataan Kebijakan Pemerintah Pada Balai Syura Ureung Inong Aceh (BSUIA)

Online media is a liaison, intermediary, and target as well as a communication tool channel to convey messages to the general public with planning and systematic and hopes to get a response from the recipient of the message, and of course, it requires a good response or response from the target audience. Therefore, it is necessary to design a media outreach that makes it easy for the public to get it or media that are easily accessible to the community, the form of an information media must be effective, easy to reach and in accordance with the habits and activities of the target audience, then the schedule for the distribution of the campaign media must be on time in accordance with needs. The purpose of this study was to design a Government Policy Data Collection Information System at the Ureung Inong Aceh Shura Center (BSUIA) based on PHP and MySQL. The method used in the Government Policy Data Collection Information System at the Ureung Inong Aceh Shura Hall (BSUIA) is to use the waterfall method or called the waterfall method. Data collection techniques using research methods by observation, interview, and literature study. The tools used are Adobe Dreamweaver and use web-based programming languages such as; PHP, MySQL, JavaScript JavaScript, JSON, JQuery as applications in interface design, and MySQL as DBMS. The test results of this application are the systems that are built already meet the needs, the input data process has met the needs and the resulting report has met the needs.Keywords:Information Systems, Government Policy, Web-Based
Database Discovery: From a Migration Project to a Content Strategy

After migrating to Ex Libris’s Alma and Primo for its integrated library system (ILS) and discovery layer, library staff at Simon Fraser University (SFU) maintained duplicate database information in a locally developed electronic resources management (ERM) system known as the CUFTS ERM for fifteen months. The CUFTS ERM provided the data for the library’s public-facing database list known as the CUFTS resource database (CRDB). A database search function had been on Ex Libris’s Primo roadmap for product development and was announced six months after the library went live with Alma and Primo. However, the new Primo database search function lacked the ability to replace the CRDB. Members of the library’s ILS Steering Committee who managed Alma and Primo were concerned about significant negative impacts on end-users if the library adopted the Primo database search function to replace the CRDB. The steering committee formed a task group to investigate options for creating a database list from Alma records to reduce duplication of staff time and effort, and systems resources, and to replicate the main functions of the existing CRDB for end-user discovery and access.
The effect of providing education of comic “Isi Piringku” on knowledge and fat intake among overweight children

Latar belakang: Komunikasi, Informasi dan Edukasi (KIE) gizi bagi anak sekolah dapat membentuk kebiasaan makan anak sejak dini agar tercapai keadaan individu yang lebih baik di masa yang akan datang. Gambar komik mampu menampilkan cerita sederhana dan tulisan dalam bahasa sehari-hari sehingga mudah dipahami. i. Metode: Penelitian quasi eksperiment dengan desain control group pretest-posttest. Subjek diambil dengan simple random sampling sebanyak 60 siswa SDN 44 Ampenan dan SDN 2 Cakrenegara yang berada pada kelas 4 atau 5.Subjek dibagi menjadi dua kelompok, yaitu kelompok dengan edukasi komik isi piringku dan kelompok edukasi tanpa komik isi piringku. Analisis data pengetahuan dan asupan lemak pada kedua kelompok diuji menggunakan uji paired t-test. Hasil: analisis menunjukan terdapat peningkatan skor pengetahuan paling tinggi terjadi pada kelompok perlakuan dengan delta 24,54 point, sedangkan kelompok kontrol sebesar 8,9 point. Asupan lemak pada kelompok perlakuan mempunyai delta sebesar 6,3 g, sedangkan pada kelompok kontrol delta sebesar 1,2 g. Kesimpulan: Hasil uji beda menunjukkan bahwa adanya perbedaan yang bermakna pada peningkatan pengetahuan dan asupan lemak sesudah pemberian edukasi gizi komik isi piringku pada kelompok perlakuan dan kelompok kontrol. Background: Communication, Information and Education (IEC) of nutrition for school children can shape children's eating habits from an early age in order to achieve a better individual situation in the future. Comics are able to display simple stories and writing in colloquial so that they are easy to understand. Objective: to determine the effect of comic "isi piringku" on the level of knowledge and fat intake in children with over nutrition. Method: This is a quasi experimental study with control group pretest-posttest design. Subjects were taken by a simple random sampling of 60 students from the fourth and fifth grade of SDN 44 Ampenan and SDN 2 Cakrenegara. Subjects were divided into two groups, the group that was given education with comic Isi Piringku and the group that was given education without comic Isi Piringku. The analyze of the knowledge and fat intake data in two groups were using the paired t-test. Result: The analysis result showed that the highest knowledge enhancement occurred in the treatment group with a delta of 24.54 points, while the control group was 8.9 points. The fat intake in the treatment group has delta of 6,3 g, and the control group has delta of 1,2 g. Conclusion: The results of the different test showed that there were significant difference in the enhancement of knowledge and fat intake after providing nutrition education comic between the treatment group and the control grou
A Z Specification for Reliability Requirements of a Service-based System

The utilization of a Web services based application depends not only on meeting its functional requirements but also its non-functional requirements.The nonfunctional requirements express the quality of service (QoS) expected from a system.The QoS describes the capability of the service to meet the requirements of its consumers.In the context of Web services, considerations of QoS are critical for a number of reasons.Reliability is among the important QoS requirements of such distributed components as it enhances confidence in the services provided.Although the importance of QoS requirements are well established, they are often ignored until the end of the development cycle.Reasons cited for this are that they are difficult to define and represent precisely, and relay on entities that may not be known at early stages.This articles aims to address the challenges of incorporating the QoS at an early stage of service development and represent it in a precise manner.To achieve this goal, this paper makes use of a process model to facilitate the incorporation of the QoS attributes and Z as the specification language for its formalism.Reliability is used to exemplify the process.The Z schemas have been checked for syntax and type using the Fuzz type checker.
The Application of Functional Theory: Indonesian Presidential Debate

&lt;em&gt;Functional theory is a one of theories that are common used on the research of political debates in American campaign discourse. In the present article, Indonesian presidential debate is analyzed from the perspective of functional theory. The goal of this study is to analyze language function produced by candidates and to evaluate the applicability of functional theory in analyzing Indonesian presidential debate. The authors employ qualitative method in analyzing data. Supporting instruments in analyzing data were functional theory and political discourse analysis (PDA). PDA used in interpreting language function in political context. While, functional theory provides three functions, namely: attacks, defends, and acclaims. The finding shows that two different axioms are found. The first is the use of attack more than defense; it is line with the prediction of functional theory that has been tested in American political debate. Second, the use of acclaims less than attack, it differs in a way from the prediction of functional theory. Fundamentally, functional theory can be used as an instrument in analysis political debates in Indonesia even though the findings were not exactly consistence with the prediction. Thereby, the theory needs to be developed discursively&lt;/em&gt;.
PERANCANGAN MOTION GRAPHIC IKLAN LAYANAN MASYARAKAT “WASPADA TERHADAP CYBERCRIME”

Motion Graphic is a trendy audio visual media to inform nowadays.With the massive technology growth people are addicted to internet.Everybody is able to use internet start with kids and until elderly are able to use internet.Because of that some of villain take the advantages from it,they use internet for robbing people without making any physical contact to the victim.So the design of this public advertise is to give warn message to all people that using internet to be warn from cybercrime.
Design of Efficient Algorithms for Video Surveillance Applications using Artificial Intelligence

Object detection and tracking algorithms such as YOLO(You Look Only Once Version V1 to V3), SSD and SORT implemented on COCO and indigenous data set for traffic surveillance and evaluated using the performance metrics such as True Positive (TP), True Negative (TN), False Positive (FP), False Negative (FN), mean Average Precession (mAP). The designed CNN trained on dataset (small and large) had similar performance on test dataset, however the CNN trained on the large datasets that had larger intra-class variations was able classify a greater number of vehicles belonging to light and two-wheeler class. It achieved a validation accuracy of 98%. VGG16 achieved an accuracy of 97% followed by MobileNetV2 and InceptionV3 with 75% and 50% accuracy respectively.
Design and Application of Equipment Status Monitoring and Analysis System Based on Big Data

This paper introduces the design concept and application function of the equipment status monitoring and analysis system based on big data. The difficulties and solutions in the remote data transmission and storage of big data are also highlighted in this paper. The concept of lightweight application and the concept of application market are put forward which has a good reference for the similar system construction of other units.
Rancang Bangun Purwarupa Pendeteksi Berat Muatan Bus Transjakarta Menggunakan Metode Incremental Berbasis Mikrokontroler Arduino Uno

At present transportation is a common thing for the citizens of the City of Jakarta. Handling by the Jakarta City government continues to be pursued. One way to do this is to build a busway lane. The construction of this route is expected to overcome the problem of congestion in the city of Jakarta. However, all of that can make many people use Transjakarta transportation during working hours, so that there will be overload and threaten the feasibility of Transjakarta transportation.An incremental model is a system development model in software engineering based on software requirements that are broken down into functions or parts so that the development model is phased in. on the other hand there is interpreting the incremental model as an improvement of the waterfall model and as a standard topdown approach. Using this model is expected to produce software that functions quickly and earlier during the software life cycle, is more flexible and cheaper to change the scope and requirements, thereby reducing initial shipping costs. Furthermore this model is easier to do testing and debug during smaller iterations.The development of life and technology at this time is felt more quickly and demands change in various sectors. Very rapid technological advances allow for various businesses to provide convenience and comfort for humans. One effort to provide convenience and comfort is through the development of load weight detection system design on Transjakarta buses. Adding Arduino as a "brain" and detecting the weight of this load is more practical but very useful for humans and the feasibility of Transjakarta. If the detector is overloaded, a buzzer will sound that has detected excessive overload.
Research on the Effect of Teaching Reform Based on Big Data of Achievement

AbsrtactExamination results are the most intuitive performance to test students' learning effect, and also an important feedback link of teaching effect.However, at present, many colleges and universities do not pay enough attention to the link of performance analysis, which leads to the disconnection of the feedback teaching mechanism of performance analysis.By using the big data of examination results, this paper analyzes the law of students' performance distribution, grasps students' learning effect, and deeply analyzes the correlation between teaching reform effect and performance analysis, so as to provide reference for the improvement of teaching mechanism and subsequent improvement in Colleges and universities.
Design Complexity for Objective Function Points

This paper investigates correlating the basic elements of Unified Modeling Language and Cyclomatic Complexity with Function Point Analysis (FPA) principles to develop an automated software functional sizing tool. This concept has been difficult to achieve due to the logical nature of the FPA sizing methodology versus the physical nature of source lines of code (SLOC). In this approach, we examine software complexity from design and maintainability perspectives in order to understand relationships in physical code. Our hypothesis is that this method will “simulate” FPA principles and produce an objective sizing method. This would provide the foundation for an automated tool that scans physical software code to derive “Objective Function Points”(OFPs) functional size measure.
THE ANALYZES OF GENERIC STRUCTURES OF READING EXTS OF TEST OF THE NATIONAL EXAMINATION

This study is aimed at describing the implementation of genres in reading text of the UN. In relation to the focus, objectives of the study are. In the research, qualitative descriptive method was conducted by the researcher. In analyzing the genre of reading passage, the writer also analyzed the characteristics of each genre in the term of social function, generic structure, and grammatical feature of each reading passage. The writer used the theory of Mark Anderson & Kathy Anderson to know the characteristics of genre. From the result of data analysis, the writer found that the reading test presents the social function and in the side of generic structure, conclusion is not distributed in all report text and also coda is not distributed in all narrative text. For grammatical features, the reading test does not present the use of present tense and the use of adverb in the procedure text in all reading passages. Keyword : Analyzing, Generic Structure, Reading, National Examination
Development of History-Based Digital Book Based on the 19th Century Lampung’s People Army Struggle in Local History Lessons

This study aims to develop teaching materials in the form of digital ebook by integrating local historical material on the Struggle of the Lampung People's Army at the State University in Lampung Province. The method used in this research is the development research (R&amp;D) method. The stages of this research include the stages of analysis, design, development, implementation, and evaluation. The subjects in this study consisted of two material validators, two media validators, 48 students of semester VII students, one of whom was a lecturer in history education. The results of this development research show that digital history-based teaching materials (ebooks) based on local people's struggles in Lampung are proven to be valid based on the assessment of material experts and media experts. Based on the results of small group trials, limited group trials and large group trials show that digital history-based teaching materials based on local history of the struggle of the Lampung people's army proven to be effective and in accordance with needs analysis.
Optimalisasi Peta Pengendalian Penduduk untuk Diintegrasikan pada Organisasi Perangkat Daerah (OPD) di Kabupaten Bandung Barat

Demographic maps can present statistical data on demographic education levels, population stages, family stages, education levels, age, and number of lives in families based on participation in the National Health Insurance (JKN). Where every Regional Apparatus Organization (OPD) in West Bandung Regency that requires population control data needs a data integration and performance optimization, so that in each Regional Apparatus Organization (OPD) in work there is no more duplication of work. In this study, it is expected to be able to map all information about population control data to help the community and Regional Apparatus Organizations (OPD) in West Bandung Regency in order to obtain information clearly from population control data based on the results of family data collection which will make it easier for Regional Apparatus Organizations (OPD) related in order to help the entire community in West Bandung Regency. In this case a solution will be made by utilizing the QGIS application in solving problems where for population control maps can be integrated in the Regional Apparatus Organization (OPD) in West Bandung Regency.
Improvement of English Grammar Understanding Using ERWRT For STMIK STIKOM Indonesia’s Students

This study aims to improve English grammar understanding using ERWRT for STMIK STIKOM Indonesia’s students. The approach in this research is action research using Classroom Action research (CAR). The data are collected by using observation, interview and literary research. The results of this study showed that the implementation of ERWRT has improved students’ level of understanding on English grammar that can be seen through pre-implementation, Middle Test (Cycle I) and Final Test (Cycle II). The results of pre–implementation show that out of 38 students, there were 28 students did not get the lowest score 55 as the passing score of the college. Middle Test (Cycle I) tested 6 topics those are (1) subject pronouns; (2) preposition of place; (3) simple present tense; (4) agreement of subject and verb; (5) agreement of numbers and nouns dan (6) simple past tense. The results of the test show that out of 36 students only 18 students get the score above 55. Final Test (Cycle II) there is 15 numbers tested with 6 previous topics and 6 new topics; those are (1) article; (2) object pronouns; (3) time division (AM/PM); (4) telling time and (5) modal verbs. The results of Cycle II show that 35 students can score above 55. In conclusion, ERWRT can be applied to improve students’ level of understanding on English grammar and writing skills. This test also can be used to analyze grammar error through reading but cannot be used for listening and speaking skills.
Representing and Simulating Uncertainty of the Quality of Service of Web Services using Fuzzy Cognitive Map Approach

Web services are growing rapidly to provide clients, either organizations or individuals, with multiple Internet services and to offer solutions for the integration of many applications.Quality of Service (QoS) of a Web service is the key consideration of both service providers and users.Thus, measuring the QoS requires, in addition to its normative requirements, engaging the views of clients and service providers and environmental factors.Human intervention and the environment may lead to uncertainty and result in uncertain factors in assessing QoS.In such a case, traditional computing and statistical techniques cannot provide an accurate representation of inherited uncertainties, especially when uncertain variables are connected with ambiguous (fuzzy) relationships.An alternative is to use a soft computing approach.This paper proposes a Fuzzy Cognitive Map (FCM) model as a soft computing approach that can represent and simulate the uncertainty of QoS.FCM represents the uncertain variables in the domain knowledge and their connections in the form of a signed directed graph consisting of nodes representing the variables and directed arrows representing the cause-effect relationships.In addition, it allows representing imprecise data either using numeric data, i.e. in the ranges [0, 1] and[-1, 1], or linguistic data, i.e., "low, medium, high".For calculations, FCM is converted to an adjacency matrix to find the effects of variables on each other.Scenario simulations can also be implemented to help decision makers to investigate appropriate outcomes.Finally, the proposed approach is tested by an experiment to demonstrate its reasonability and admissibility of the representation and simulation of the uncertainty of the QoS domain knowledge.
Pemetaan Promosi dalam Penjaringan Calon Mahasiswa Menggunakan Algoritma Backpropagation

Promotion requires a large fee if it is not targeted when doing it. Backpropagation is an excellent method of dealing with the problem of recognizing complex patterns. Backprogation neural network each unit in the input layer is connected to each unit in the hidden layer. Student data from 2014 to 2018 is a comparison point. The results of testing of this method are calculations using a sample value of 5 years before using a comparative value of 2014 to 2018 totaling 602 data. This research uses 5-5-1 architecture, epoch 2000 and learning rate so that the data accuracy reaches 71% with an error value of 0.0099. The results of this study are 16 districts that become promotion recommendations. Ordering of forecasting the highest number of students to the smallest number of students, so it can be concluded that this method is very useful in mapping promotions.
Features of the Intelligence Structure of Future Digital Technology Professionals

At present, the problem of predictors of successful learning of programming and mastery of computer thinking is becoming especially urgent.The authors proposed to analyze the structure of the intellectual abilities of students of different education profiles to identify the intelligence features of future information technology specialists.The study involved 319 first-year students of the Ural State Pedagogical University of Yekaterinburg.To study the characteristics of computer intelligence indicators, a universal intellectual test was used.The following factors were identified in the structure of the intelligence of computer scientists: 1) probabilistic-mathematical, 2) verbal-informational, 3) visual-spatial.The mathematical intelligence of computer scientists is not associated with verbal-logical thinking because the leading factors are the ability to consistently work out the hypotheses put forward on the basis of an intuitively distinguished general property of a cognizable phenomenon.The authors also found that digital technologists quickly switch to various mental actions, relying on various forms of spatial manipulations with a cognizable object.