Reviewerly/exHarmony huggingface dataset:
Real-time Facial Expression Recognition using Convolutional Neural Networks

A facial recognition framework is an innovation fit for distinguishing or checking an individual from an advanced picture or a video outline from a video source. There are different strategies in which facial acknowledgment frameworks work, yet as a rule, they work by looking at chosen facial highlights from given picture with faces inside a database. It is likewise depicted as a Biometric Artificial Intelligence based application that can interestingly distinguish an individual by dissecting designs dependent on the individual's facial surfaces and shape. While at first a type of PC application, it has seen more extensive uses as of late on portable stages and in different types of innovation. Despite the fact that the exactness of facial acknowledgment framework as a biometric innovation is lower than iris acknowledgment and unique mark acknowledgment, it is broadly embraced because of its contact less and non-intrusive procedure. Al and man-made reasoning abilities in the product map recognizable facial highlights numerically, search for designs in the visual information. One of the significant points of interest of facial acknowledgment innovation is safety and security.
Comparative Study on Vernam Cipher stream and Rail ‎Fence Stream in IoT

Many encryption algorithms have been used to achieve the needed performance of securing data.And each encryption algorithm has its pros and cons.Due to the development of IoT in many areas and the continuous increase in its devices, securing data being transmitted became nigh on impossible.
Penggunaan Teknik Pelatihan Dasar di Alam Terbuka untuk Meningkatkan Keterampilan Membaca Puisi Siswa Kelas XII IPS 1 SMA Negeri 16 Pekanbaru

Reading poetry is one of the skills in the field of literature included in the learning of Indonesian language and literature in high school. Reading poetry is not the same as reading in general. Reading poetry requires a special skill, namely a reading expression skill. Reading expression trains students to be creative in expressing a poetic text and creating appreciation, vocal techniques, and appearance that are following the contents of the poetry. Unfortunately, based on the field observation, it found that the poetry reading skills of students in class XII Social Science 1 at SMAN 16 Pekanbaru were still low, as seen from the lack of students’ ability in ensouling, vocal techniques, and performances that did not match the contents of the poetry they read. The problem formulation of this study was whether the use of basic outdoor training techniques can improve students' poetry reading skills and how the changes of students’ behaviors in reading poetry learning after applying basic outdoor training techniques in class XII Social Science 1 at SMAN 16 Pekanbaru? This study aimed to describe the improvement of students' ability in reading poetry and to investigate the changes of students’ behaviors in reading poetry learning after applying basic outdoor training techniques in class XII Social Science 1 at SMAN 16 Pekanbaru. The type of this research was classroom action research. The results of this study show that there was an improvement of students' poetry reading skills with an average score of the cycle I was 69.32 and an average score of the cycle II was 82.97. In other words, there is an increase from cycle I to cycle II of 13.65 points or 19.69%. While the changes in students’ behavior in reading poetry learning experience the addition of positive behavior.
Readability of invisible quick response (QR) codes printed on valuable paper prints as security feature

Forgery and counterfeiting, Valuable paper prints, Security features, Quick response (QR) code, invisible QR code, QR code capacitiesCounterfeiting of security documents such as banknotes, checks, certificates, travel documents etc. is becoming now more than ever a serious problem, Various security features have already been introduced in the past to protect authentication or valuable prints from counterfeiting.And some of the already used anticounterfeit and security features are special paper, special inks, watermarks, microprinting, security threads, holograms, etc. Though, there is still an urgent need to produce ingenious security features which considerably have to be cost-effective for the produced documents.So, this study aims to secure the most types used as a substrate for security prints with a new security feature that is difficult to counterfeit, an invisible quick response (QR) code, which can be printed with different capacities on these types of paper used in authentic documents, and can be read easily by smartphone cameras under special light sours, this could make these authentic documents difficult to be tamper.After experimental work study, the results have shown that QR code versions that encoded with low capacity of data, results in big modules (squares) in QR code structure, they can be read easily in most of paper types.Contrariwise, QR code versions that encoded with high capacity of data, results in small modules (squares) in QR code structure, they cannot be read easily in most of paper types, and in other types of paper, they never read, neither from all angles, nor by any types of smartphones.On the other hand, we have to take in consideration, the other parameters that are affecting on QR codes readability, like paper roughness, paper texture, paper color, the contrast between paper color and the invisible ink when lighted under the UV light source.
Motivational Factors of Formation of Professional Orientation of Future Foreign Language Teachers in the Modern Conditions

Background:Nowadays, the motivational factors of forming a young specialist are the prerequisite and the key to his professional development, growth, orientation and competence.The professional characteristics include, first of all, the level of professional-theoretical, as well as methodological and practical training of the teacher.What are the requirements of modern educational institutions for teachers in general and foreign language teachers directly?Exactly in this task that the pedagogical orientation of the specialist's personality is manifested.Under the direction of teacher teaching meant, above all, his interest in educational work, the ability to do it, finding new methods and techniques of teaching, continuous training and proper use of active and interactive teaching methods.Orientation includes goals, motives and emotional attitude to the activity (love, pleasure and other needs).For today, the following basic parameters are distinguished in the pedagogical orientation: is pedagogical activity important for the teacher, is it not masked by other goals?Is the object of pedagogical activity significant?To what extent does the educator become aware of the possibility of correct pedagogical tasks?What are the difficulties in teaching profession and how are they overcome?How important is the level of satisfaction with professional activity?How does pedagogical orientation correlate with personality self-esteem, level of competence, character abilities, etc.? These questions are most urgently raised by young professionals who are just beginning their path of becoming pedagogical and teaching work.Motivation in the chosen profession depends not only on one's own abilities, but also on the environment, the circle of communication, the priorities of the educational institution, the pedagogical abilities of the teacher, which is just beginning to become a specialist.By the ability to pedagogical activity means a certain combination of psychological and personal qualities of the teacher, which ensure the achievement of high results in teaching and upbringing.Pedagogical activity requires not only a special organization and certain skills but also a number of psychological characteristics that belong to the category of pedagogical abilities.Among them are the following
SECURE DATA ENCRYPTION WITH GRAPH THEORY

In this paper, we show that the power function of sub E-function f n (x) is sub E-function.Furthermore, we establish some new integral inequalities of Hadamard type involving sub E-functions and concave E-functions.
Compilers used in the Stratosphere Platform for Big Data Analytics

Big data analytics requires processing and analysis of Terabytes or even Petabytes of data.In such situations, it is important that the data processing and analysis is carried out efficiently.In the past, many query processing languages have been developed for MapReduce systems (like Hadoop, Asterix and Spark), which helps in accomplishing these complex tasks easily in a user interactive manner.The existing systems are inefficient in executing iterative programs and promoting abstraction.The Stratosphere platform provides features like data processing, a declarative query language, automatic program parallelization and optimization, support for iterative programs and a scalable and efficient execution engine.In this paper we talk about compilers in the stack organization of the Stratosphere platform with an extensive outlook on its semantically rich operator model Sopremo and Meteor, an extensible query language embedded in the Stratosphere stack.Parallelization on the Stratosphere framework is achieved through the Nephele/PACTs system, PACTs (Parallelization Contracts) being parallel data processor which works with its execution engine, Nephele.
Prevention of Computer Damage

Through the discussion of the study, there are many negative aspects, including the occurrence of a computer with health damages that are damaged in the user's body, so he must take health measures to protect the members of the body from the harm of using the computer through the use of filtered eyes to protect the eye and sit in a normal straight way with daily exercise and take a break Intermittent.
Conference Highlights: JIT Fault Prevention, Motivated Modeling, Security in Requirements, and Improving Team Performance

This issue's practitioners' Digest reports on papers from the 2018 International Conference on Mining Sof tware Repositories, the 2019 International Conference on Requirements Engineering, and the 2019 European Conference on Software Process Improvement. Feedback or suggestions are welcome. In addition, if you try or adopt any of the practices included in this article, please send me and the author(s) of the paper(s) a note about your experiences.
Talknology in the Service of the Barngarla Language Reclamation

This chapter introduces the fascinating and multifaceted reclamation of the Barngarla Aboriginal language of Eyre Peninsula, South Australia. In 2012, the Barngarla community and I launched the reclamation of this sleeping beauty. The presence of three Barngarla populations, several hours drive apart, presents the revival linguist with a need for a sophisticated reclamation involving talknological innovations such as online chatting, newsgroups, as well as photo and resource sharing. The chapter provides a brief description of our activities so far and describes the Barngarla Dictionary App. The Barngarla reclamation demonstrates two examples of righting the wrong of the past: (1) A book written in 1844 in order to assist a German Lutheran missionary to introduce the Christian light to Aboriginal people (and thus to weaken their own spirituality), is used 170 years later (by a secular Jew) to assist the Barngarla Aboriginal people, who have been linguicided by Anglo-Australians, to reconnect with their very heritage. (2) Technology, used for invasion (ships), colonization (weapons), and stolen generations (governmental black cars kidnapping Aboriginal children from their mothers), is employed (in the form of an app) to assist the Barngarla to reconnect with their cultural autonomy, intellectual sovereignty, and spirituality.
Augmented Reality Navigation

With the introduction of the Android system, smart phones are growing faster and more easily with internet access to smart phones, user location information can be quoted anywhere at any time with ease.With this growth, many new technologies are introduced and to be very beneficial to the Users as they can be used with the existing technologies/applications in various fields.One of the major technologies introduced is Augmented Reality, this can be used to interact with the real world using virtual objects and videos.Augmented Reality based Technology enables the provision of a variety of information such as photos and placement of buildings in the travel field.This field can also be used in the Navigation as discussed in this paper.Most of the unconventional virtual programming used for the Visual Trace Way (Marker and Marker less method).For visual tracking, digital tagging and digital information should be provided while the Non-visual Trace Way requires the use of Hardware (G.P.S, sensors etc.).Most navigation requests can only show the path from the user's current location to its destination.In this paper, the design and implementation of augmented reality system are discussed.It will use a welldesigned smart phone camera and GPS to display user-centric information in real time on a smart phone.The proposed app will combine G.P.S location technology with tracking technology to provide the user with basic information about the building they want or one they are close to.
Navigation using FPGA based SOC Architecture for the Visually Impaired

The estimated number of people visually impaired in the world is 285 million, 39 million blind and 246 million having low vision; 65% of people visually impaired and 82% of all blind are 50 years and older [1]. Technological advancements have helped the visually impaired overcome the difficulties they face in their surroundings.In this paper the proposed system is designed to help navigate the visually impaired with the help of FPGA and SOC which will be embedded in a stick.The implementation of the system will be done with the help of Ultrasonic sensors, GPS, Microphone, Speaker, Vibration motor and will be designed with FPGA in SoC architecture.
PENGEMBANGAN AURORA 3D PRESENTATION SEBAGAI MEDIA PEMBELAJARAN INTERAKTIF PADA MATA PELAJARAN EKONOMI KELAS X SMA NEGERI 1 RUMBIA

The problem in this study is that the learning media used in SMA Negeri 1 Rumbia are textbooks and worksheets while the use of LCD projectors and multimedia are rarely used. For example multimedia from Microsoft poer point that looks still simple and there are still shortcomings in terms of appearance and display design. From these problems the researchers conducted research to develop interactive learning media based on aurora 3D presentation. This research is a research and development (R&amp;D) using ADDIE research model which has five stages in its development procedures, namely stage 1) Analysis, 2) Planning, 3) Development, 4) Implementation (Implementation), 5) Evaluation (Evaluation). The learning media was assessed as feasible by 2 media experts and 1 material expert. after the revision of learning media can be tested on a small group in class X IPS SMA Negeri 1 Rumbia, amounting to 28 students. The results of the assessment of learning media experts obtained a percentage of 93% with a very decent category. and The results of expert assessment of learning materials obtained a percentage of 94% with a very decent category. While the students' response to Aurora 3D Presentation as Interactive Learning Media shows a percentage of 90% with a very decent category. So it can be concluded that Aurora 3D Presentation as an Interactive Learning Media developed can be used in the learning process.
Perancangan Notifikasi Pesan Disposisi Pada Sistem Pengelolaan Surat Dinas Menggunakan Layanan API Media Social

Based on the Department of Agriculture which still does not have the tools or media to manage the letter of service, both the incoming and outgoing mail which impact on the weak supervision follow-up of the service letter due to ignorance that the letter should be processed. This study was made as a visual and text notification of incoming and outgoing mail data with more detailed archive storage. This website application is supported by using social media telegram API service that is used as notification in the form of notification to the employee so that the Service Letter can be followed up immediately.
Opponent Strategy Recognition In Real Time Strategy Game Using Deep Feature Fusion Neural Network

This paper focuses on the task of opponent strategies recognition in Real-time Strategy (RTS) Game, which aims to predict opponent strategies by modeling the observable environmental information. It is a very challenging task due to two folds. (1) In RTS game, the information is imperfect due to the fog of war; and (2) the action and environment spaces of RTS game are too vast and complex to be modeled. This task is also significative since opponent strategies recognition is a crucial component of creating high-level AI system that can defeat high-level human players in RTS game. Most previous approaches focus on predicting tech tree, building order and strategies through game logs, where perfect information is utilized. Accordingly, these prediction methods cannot be applied to real AI systems confronting the fog of war. Furthermore, conventional approaches use machine learning techniques such as Hidden Markov Model (HMM) and Bayesian network, which is difficult to deal with higher-dimensional state spaces. Besides, the hand-crafted features are commonly used instead of high-dimensional feature of the complex environment, which leads to loss of information of the environment. To address these problems, we propose a deep feature fusion neural network to handle the above imperfect and complex information of the environment for opponent strategies recognition in RTS game. We test our method on the canonical RTS game, i.e., Starcraft II, and promising performance has been obtained.
IMPLEMENTASI METODE MOORA (MULTI OBJECTIVE OPTIMIZATION ON THE BASIC OF RATIO ANALYSIS) UNTUK REKOMENDASI PEMILIHAN TYPE SEPEDA MOTOR TERBAIK (Studi Kasus : CV. Satu Hati Perkasa)

Motorcycle is one of the means of transportation that is loved by the community because it has a small size, fast and the price is not too expensive compared to other transportation equipment. Now many types of motorcycles complete with advantages and advantages. This of course will make it difficult for consumers to make the right choice, according to the desired criteria. To make it easier for buyers to choose the type of motorcycle that suits their needs, a decision support system is designed to recommend the appropriate motorcycle type.This system is built with accurate calculations using the MOORA method (Multi Objective Optimization on The Basic of Ratio Analysis) so that the accuracy of calculations is more guaranteed that is applied using PHP MySQL software. With this system, customers / buyers have no difficulty choosing the type of motorcycle that suits their needs and finances so that it will create a convenient and fast buying and selling process.From the 17 data, it can be seen that the results manually on the recommendation of a motorcycle type can be seen that A_3 is the highest alternative with a value of 27.336773. In other words the A_3 type motorcycle Vario 150 is the best motorcycle.
Development of Teaching Materials Based on People's Stories Assisted In the Graphics of 5th Grade Students Primary School Muhammadiyah 01 Kota Binjai

This research aims to: (1) Analyze how effective the use of teaching materials is based on folktales assisted with serial images. (2) Analyze how the feasibility of teaching materials based on folklore based on serial images developed to improve learning outcomes. This research uses Borg &amp; Gel development research. Based on the results of the validity of material experts 85.42%, 85.7% design experts, and 94.44% linguists. From the results of the validation of teaching materials developed, the teaching materials based on folklore with serial images are included in the very good criteria and are declared to be effective and appropriate for use. Based on the completeness data of student learning outcomes before using the average value obtained reached 62, while after using individual completeness and classical average reached 85 with a gain score of 0.70 into the high category. And the questionnaire responses of students about the effectiveness of teaching materials reached 88% of 25 students. Based on this data teaching material based on rocky folktales is said to be effectively used in learning with the assumption that Indonesian students score higher when using material.
Channel Equalization Based on Decision Trees

This paper analyzes the application of decision trees&nbsp;to the problem of communication channel equalization. Decision&nbsp;trees are interesting structures because they are nonlinear and&nbsp;relatively simple from a computational standpoint. They are&nbsp;tested for channel models that give rise to classification tasks of&nbsp;different complexity and compared to the Bayesian equalizer and&nbsp;the Wiener linear equalizer. The results are quite encouraging, as&nbsp;they show that the tree-based equalizer reaches, in many cases,&nbsp;a performance similar to that of the Bayesian filter at a lower&nbsp;computational cost.
ACCOUNTANT PAYMENT INFORMATION APPLICATION OF INFORMATION SYSTEMS IN PT. FRAMAS INDONESIA

A comprehensive company information system is called Accounting, because it processes all transactions into a document in the form of financial statements. Its role is systematic and covers the entire data and information of documents from all the company's business transaction activities as a whole. Information obtained from the information system in the accounting report will be submitted to management. In this era of globalization, the role of information systems is very important in various fields. Companies must focus on providing users with fast, accurate but still accurate information to financial statements, and other financial data that contribute to decisions and policies made by management. The company uses information systems in the hope that it can help the company achieve its goals. The accounting information system that is currently widely applied by companies is the Information System on Accounts Payable or Accounts Payable. In addition to providing information on Trade Debt data or Accounts Payable, PT Framas Indonesia has applied the Accounting Information System well. Most of the processes have been computerized properly, PT Framas has also designed recording procedures and Internal Control on Accounts Payable. Double checks are also carried out on several processes so as to minimize errors in payment.