Reviewerly/exHarmony huggingface dataset:
Research on Markov Prediction Model of Urban Energy Consumption Structure Based on Library Big Data

Energy is an important driving force for the social and economic development. However, with the development of the industrial revolution and the world economy, the energy crisis is becoming more and more serious, and with the increasing greenhouse effect, the pressure of emission reduction in the world is rising. Using the Markov model, the Qingdao city is taken as an example to select coal, oil, natural gas and electricity consumption, and to establish unconstrained programming. The prediction model of energy consumption structure is used to predict the consumption structure of primary energy in China cities, and suggestions on how to adjust the energy structure are given based on the prediction results.
Students’ Anxiety in Reading Aloud of English texts (A Case Study at The Seven Grade of an Islamic Junior High School of Fathurrobbaaniy Cisoka – Tangerang)

Nurlaelah. 152301827. 2019. Students’ Anxiety in Reading Aloud of English texts (A Case Study at The Seven Grade of an Islamic Junior High School of Fathurrobbaaniy Cisoka – Tangerang) This research was about students’ anxiety in reading aloud of English texts at the seven grade of an Islamic junior high school of Fathurrobbaaniy – Cisoka. This research has aimed to investigate why do students felt anxious when they read aloud, and how to overcome their anxiety. The participants of this research were 10 participants with the characteristic of participants were male and female (5 males and 5 females) in Islamic junior high school grade VII class A and E. The researcher has taken two classes because in Fathurrobbaaniy-Cisoka Males and Females students were different classes ( A was males’ class and E was females’ class). This research was designed as a descriptive qualitative research in which data has taken from observation and interview. The result showed that the anxiety that students felt were: apprehension 43,75%, nervous 25%, embarrassed 18,75% and not confident 6,25%. And students have their own ways to overcome their anxieties. So, it could be concluded that many students who felt apprehension when they read aloud and the way to overcome the anxiety was study hard about English especially reading aloud of English texts. Keyword: English Texts, Reading Aloud, Students’ Anxiety
Cloud Computing Enabled Data Center Infrastructure Development and Deployment by IT Firms

In this paper, the performance of IEEE 802.11ac wireless LAN using IPv4, IPv6, TCP, UDP, peer-peer, and client-server networks is investigated while implementing WPA2 security.The latest operating systems are used in the study, Windows 10 for workstations and Server 2016 for the server.Packet sizes used range from 128 to 1408 Bytes.Parameters measured were bandwidth, Round Trip Time (RTT), and CPU utilisation.For TCP, client-server WLAN with IPv4 has the highest throughput for all packets, having 105 Mbps for packet size of 128 Bytes and 620 Mbps for packet size of 1408 Bytes while peer-peer with IPv6 had the lowest throughput ranging from 79Mbps for 128 Bytes packet and 335 Mbps for 1408 Bytes packet.For UDP, the highest throughput is achieved again by client-server with IPv4.The bandwidth ranged from 88 Mbps at packet size of 128 Bytes to 808 Mbps for 1408 Bytes and the lowest throughput is that of peer-peer with IPv6, with the lowest of 77 Mbps at packet size of 128Bytes and 403 Mbps for packet size of 1408 Bytes.
Data transmission method using touch generation device for multi-touch display

We propose and implement data transmission method for capacitive touch panel using physical interface and micro-computer that can generate touch to capacitive touch panel. The proposed device consists of one-board microcomputer, an external power supply, and multiple touch control devices that can be individually controlled. One touch control device is in contact with one touch area, and touch is individually generated for the touch panel. Our software in the touch panel detects touch patterns. The snapshot of the detected touch patterns is interpreted as a bit string. By controlling the touch generation device at high speed, long bit string can be transmitted.
National Libraries of the National Academy of Sciences of Ukraine in the approval of the scientific institutions: aspect of evaluation of publication activity

Purpose of the article. The purpose of the article is to propose the improvement of the concept of publication activity of scientific institutions as a result of certification of national libraries of the National Academy of Sciences of Ukraine in 1918 – early 2019. The methodology is based on the systems approach, structural-functional and scientometric analysis of the assessment methodology of the publication activity of the institution. The scientific novelty of the work consists in expanding the concept of the publication activity of a scientific institution, which is today important for this criterion to further objectively evaluate the performance of a library with the status of a research institute, the national cultural heritage of Ukraine and the resource center of the modern state communication network space. The scientific potential of libraries is an organic part of basic and applied research, implemented by a professional team of scientists. Conclusions. The potential of the scientific activity of libraries lies in its functions by the development of the society itself and the need to constantly correspond to the needs of scientific knowledge and sociocultural development. Certification of scientific institutions has shown the need to develop a modern concept of publication activity and scientific performance in the activities of large national and scientific libraries, taking into account its specificity, the incorrect assessment of which and insufficient funding can directly damage the stable development of the national state and its information image.
Discrete Fourier Analysis and Its Applications

Author(s): Zhang, Jiapeng | Advisor(s): Lovett, Shachar | Abstract: The topic of discrete Fourier analysis has been extensively studied in recent decades. It plays an important role in theoretical computer science and discrete mathematics. One hand it is interesting to study the structure of boolean functions via discrete Fourier analysis. On the other hand, these structural results also provide a huge number of applications in theoretical computer science, including computational complexity, pseudorandomness, cryptography, learning theory. In this dissertation, we extend some more connections between discrete Fourier analysis and theoretical computer science. In particular, we study the following questions.\begin{itemize}\item Robust sensitivity of boolean function. In this part, we study the connection between the Fourier tail bound and the sensitivity tail bound of boolean functions, which is an analogue of the sensitivity conjecture, which was proposed by Nisan \cite{nisan1991crew}.\item DNF sparsification. The disjunctive normal form (or DNF) is a widely used representation of boolean functions. It is very interesting to study the structure of DNFs. There are two natural ways to measure the complexity of DNFs, the width and the size. In this thesis, we study a connection between these two measures. We propose a new approach by combing the swithing lemma (a combinatoric tool) and the hypercontrativity inequality (an analytic inequality). This framework does also suggest a new approach to the famous sunflower conjecture.\item Applications in learning theory. In 1989, the first Fourier-based learning algorithms was introduced by a seminar paper of Linial, Mansour and Nisan \cite{linial1989constant}. Followed by a series of subsequent works, people found that discrete Fourier analysis is powerful to design learning algorithms. One hand sparse Fourier functions are strong enough to approximate a lot of functions, on the other hand sparse Fourier functions are relatively easy to learn. Build on this framework, we give a more efficient algorithm to solve the \emph{population recovery} problem. That is how to recover a unknown distribution from noisy samples.\end{itemize}
Information Technology in Education Sector in Jammu and Kashmir

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
‘부탁하기’ 과제에서의 담화 능력별 담화 특성 연구 - 데이터 기반 등급 기술을 위한 기초 연구 -

The purpose of this study is to develop an empirically verified grading scale using ‘Performance data-driven approach’ suggested by Fulcher (1987). This study focuses on creating a standardized category of the features of discourse for Korean language learners depending on their discourse competences. The data used in the study were collected from 50 Korean language learners by conducting CBT speaking tests using the ‘REQUEST’ task. The speech data were graded by five raters, and the speech samples were categorized into five different groups according to their grading results. Also, the speech data were transcribed and then analyzed using the discourse analysis. According to the analysis, five groups of different discourse competence demonstrated distinct discourse features. The group with the highest level of discourse competence showed a five-level discourse structure and a coherent discourse equivalent to the Korean native speakers. Furthermore, the group commanded direct speech, which relieve burdens to the hearers. The groups with lower discourse competences displayed incomplete discourse structures and numerous negative factors such as repetitions and additional requests etc. The results of this study are expected to be utilized not only as the objective data for developing a speaking scale description for Korean speaking tests, but also for the development of more effective teaching discourses and instrumental textbooks.(George Mason University, Korea, University of Seoul, Ewha Womans University)
Pengenalan Game Edukasi Panca Indera SD Kelas 4 Berbasis Android

SDN Gentan 01, is one of the primary schools located in Sukoharjo. At this time many children especially children of elementary school are very fond of various games. Educational game is one of the solutions to improve the child's interest in learning. The introduction of learning application through educational games on the human senses android based refers to the system of ongoing learning in school. with less of the obvious image part of the human senses are contained in the book material, which causes the student is difficult to understand. The purpose of this research is to design and create educational game apps about introduction of the five senses. This educational game running on android smartphone devices, so the introduction of the material senses displayed interactive and interesting. Making this game using the main software Construct 2 and Photoshop. This app show the introduction of human five senses material in the form of detailed parts of images, text and audio. In tests carried out the introduction of the game to students and accompanying teachers, then students trying the game turn alternately. The results of the test and the questionnaire, 91% stated that the introduction media of the human five senses can become an attractive media, easy to understand and increase student interest.
MODERNISASI DAN TEKNOLOGI : PENGGUNAAN TEKNOLOGI UNTUK MEDIA PEMBELAJARAN DI GENERASI MILLENIAL DALAM PENDIDIKAN MODERN

This study aims to examine what is meant by the definition of learning media, modern education, and technology that is used as a learning media by the millennial generation which is conducted through descriptive based literacy sources of books and journals related to technology that are used as references in the learning media used in modern times by the millennial generation. Education: essentially education is a process of humanizing humans, modern education is an innovation or change in the results of rational human thinking, technology becomes a control in education. Learning in education uses a media, learning media is an aid tool for educators in delivering learning to students. The millennial generation is often referred to as the generation that faces change in modern times, the main study that has triggered a change is technology, during the period of human development in the era of modernization deceived by technological sophistication, including the learning process in education. The technology often used by the millennial generation is the internet. Broader coverage and very easily obtained by every human being, the internet becomes an important thing in the learning process that is relevant in education.
Construction and Implementation of Teaching Quality Evaluation and Performance Assessment System on Engineering Training

National demonstration center for engineering training is an important public practice teaching platform of training college students.The teaching quality is directly related to the cultivation of students' engineering and innovating ability.However, It has not been effectively evaluated.This paper constructs a method of evaluation system of the teaching quality, which is called "Stereoscopic -Double Cycle" system.By trying to link the quality with the performance assessment, it has changed the former situation that engineering training teaching only paid attention to quantity, but not quality.And it greatly promoted the teaching level of the engineering training teachers.The cultivation of the students' engineering ability and innovating ability are also guaranteed essentially.It's of great significance for cultivating the complex high-quality talents in the present society.
Implementation of Mobile Solutions in Romania's Education System

In the light of the technology development nowadays, the society and more specific, the education area is facing new challenges in meeting the learners' demands.The continuously changing expectations and the ubiquity of the mobile devices in everyday life has led to the apparition of a new modern learning method, the m-learning, whose theoretical approaches will be further analysed, followed by an examination of the advantages and disadvantages for the mobile learners.This paper also investigates the implementation status of mobile solutions on the Romania`s education systems.
Efficient Approach for Image Re Ranking with Diversity

Social media is one of the popular networks in the world. Its provides facilities creating and sharing information among various web users. Users also search images based on their requirement with the help of free tags. Tag-based image search is one of the methods of web image retrieval to get accurate image shared by web users in social networks. In this paper we describe the information about the issue of how to get Top ranked solution elements with similar and diversity. To solve the diversity issue in this research paper we implemented novel technique for Image search with diversity for image retrieval based on tags in social media. In that initially we found similarity tags among each tag then it will help to design a tag graph. In thatCommunity detection method can be used to find semantic tags in cluster images then after inter-community and intra community ranking are applied for end results.
Development of a System with Online Signature Biometric for Access Control Application

Online signature verification system is a technique based on behavioural biometrics which is gaining popularity for its widespread acceptability due to ease of use and forge proof features. Online (dynamic) signatures are captured from pressure sensitive tablets, signature pads, tablet PCs for further processing. This paper depicts the working mechanism of such a system capable of verifying the true signers as well as detecting the forgery attempt. After the signature data collection, the signatures were preprocessed for future use. A set of total 58 different features (local, global and normalized) were extracted from the online signature data. The system presents a binary classification technique since the test signature is categorized into one of the two classes (genuine or false). Template matching based Dynamic Time Warping (DTW) classifier is used for training and testing purposes with an average recognition rate of 90% for true signers. A separate version of the system was also developed which blocks random and skilled forgeries with a high level of accuracy though the TN rate is higher than the system described here.
Location based Sentiment Analysis on Stand-Up India scheme

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
Multi-label classification based on attention mechanism and semantic dependencies

Multi-label image classification which is a generalization of the single-label image classification is aimed to assign multi-labels to the image to full express the specific visual concepts contained in the image. We propose a method based on convolutional neural networks, which combines attention mechanism and semantic relevance, to solve the multi label problem. Firstly, we use convolution neural network to extract features. Then, we apply the attention mechanism to obtain the correspondence between the label and channel of the feature map. Finally, we explore the channel-wise correlation which is essentially the semantic dependencies between labels by means of supervised learning. The experimental results show that the proposed method can exploit the dependencies between multiple tags to improve the performance of multi label image classification.
Rekomendasi Laptop Gaming High end untuk Gamer Professional dengan Elimination Et Choix Traduisant la Realite (ELECTRE)

The purpose of this research is as a recommendation tool in determining high end gaming laptops for professional gamers by using a decision support system. The settlement method used in this study is Elimination Et Choix Traduisant la Realite (ELECTRE). The data collection techniques were carried out randomly by conducting observations, interviews and questionnaires to 250 respondents (gamers) and 10 computer shops in the district of Simalungun. In this study, using five alternatives, among others: Asus ROG G703 (A1), Razer Blade Pro (A2) MSI GT75VR Titan-083 (A3), Acer Predator Triton 700 (A4), Alienware 17 (A5) and five assessment criteria, among others: Price (C1), Processor Type (C2), RAM Capacity (C3), VGA Card Type (C4) and Hard Drive (C5). The results of the Elimination Et Choix Traduisant la Realite (ELECTRE) method recommend the Predator Triton 700 (A4) alternative as the first recommendation for the selection of high end gaming laptops for professional gamers.
History premises of clarinet technology and concept of virtuoso plays on this instrument

The purpose of the article will get up revealing the joining to "diamond - ju-pearl" plays of the instrumental thinking as a whole, selecting clarinet finger technology as the corresponding to the possibility of style plays in "flute staccatissimo" on a given instrument. The methodological base of the work is intonation approach of the school B.Asafiev in Ukraine, with a handhold on analyst-structured principle and on comparative stylistic features, hermeneutics-interpretation for shortening of the music semiotics "intonation dictionary of the epoch" on Asafievand the further developments in work A.Sokol, E. Markova and others. Scientific novelty of the work denominated in author's independence of the ideas "theories to histories of the music" (on M.Druskin) comparatively aesthetic and artistic-technological value of the stage instrumental "diamond-type" and particularly favourable for developments fingers technology of clarinettist, ритмофактурной to rhythm-technique transportability of the expression, outside of which impossible being of the high achievements of the music XX and begin XXIcenturys. The findings. The principle of оrchestra type has defined the whole collection plays professionals-instrumentalists, is grafted in performance maximum variety tеmpо, dynamic, timbre, articulation, etc. ways. "Poly-sounding" of piano encouraged the rеgisterlatitude and the other instrument, as well as mastering them whole fullness chromatic of tеmpеration building. So and clаrinet technology of the stage from New time to the Most-Latest was defined in full tilt on virtuoso "diamond type", overcoming her"steaming" theatrical variety to symphonic-оrchestra types of the play. The high achievements of the music, called to present "minute of happiness and Joys", which inherit the high-born music horizons Alleluia Praising, are obliged виртуозной to virtuoso valor of musicians, who talent and untiring work learn the most high level of music-expressive artistic insight.
Learning to Rank Claim-Evidence Pairs to Assist Scientific-Based Argumentation

We consider the novel problem of learning to rank claim-evidence pairs to ease the task of scientific argumentation. Researchers face daily scientific argumentation when writing research papers or project proposals. Once confronted with a sentence that requires a citation, they struggle to find the manuscript that can support it. In this work, we call such sentences claims – a natural language sentence – that needs a citation to be credible. Evidence in our work refers to a paper that provides credibility to its corresponding claim. We tackle the scientific domain where the task of matching claim-evidence pairs is hindered by complex terminology variations to express the same concept and also by the unknown characteristics beyond content that makes a paper worth to be cited. The former calls for a suitable representation capable of dealing with the challenge of content-based matching considering domain knowledge, whereas the latter implies a need to propose semantic features of suitable characteristics to guide the learning task. To this end, we test the scope and limitation of a deep learning model tailored to the task. Our experiments reveal what specific attributes can guide the learning task, the impact of using domain knowledge in the form of concepts and also the assessment of which metadata of a document, e.g., ‘background’, ‘conclusion’, ‘method’, ‘objective’, or ‘results’ should be considered to achieve better results.