Reviewerly/exHarmony huggingface dataset:
On the Trade-Offs of Combining Multiple Secure Processing Primitives for Data Analytics

Cloud Computing services for data analytics are increasingly being sought by companies to extract value from large quantities of information. However, processing data from individuals and companies in third-party infrastructures raises several privacy concerns. To this end, different secure analytics techniques and systems have recently emerged. These initial proposals leverage specific cryptographic primitives lacking generality and thus having their application restricted to particular application scenarios. In this work, we contribute to this thriving body of knowledge by combining two complementary approaches to process sensitive data. We present SafeSpark, a secure data analytics framework that enables the combination of different cryptographic processing techniques with hardware-based protected environments for privacy-preserving data storage and processing. SafeSpark is modular and extensible therefore adapting to data analytics applications with different performance, security and functionality requirements. We have implemented a SafeSpark’s prototype based on Spark SQL and Intel SGX hardware. It has been evaluated with the TPC-DS Benchmark under three scenarios using different cryptographic primitives and secure hardware configurations. These scenarios provide a particular set of security guarantees and yield distinct performance impact, with overheads ranging from as low as 10% to an acceptable 300% when compared to an insecure vanilla deployment of Apache Spark.
Study of Global Solar Radiation Estimation based on Artificial Neural Networks Techniques

Abstract Solar Radiation data received by earth in the form of x-rays, UV-rays, infrared rays is a prominent and useful data as it gives the information about the amount of energy received from sun at the earth. Artificial Neural Network (ANN) is brain inspired technology which learns and performs in a way similar to the way our human brain performs. Sun’s energy is of utmost importance and is freely available in uncountable amount so it has amazing future in energy world. As the energy demands are increasing rapidly day by day with the advent of technology, it raises the need of estimation and prediction of this renewable and sustainable energy source. This estimation leads to better utilization as well as limits the over consumption. This paper deals with estimation of global solar radiation and its importance and the related conventional and non-conventional methodology and approaches. The possible approaches can be AI based techniques such as ANN, fuzzy logic, expert system etc. or it can be done with the help of empirical modeling and various other modeling techniques on the basis of radiation data available in huge amount, for estimation as well as forecasting. Keywords: Global Solar Radiation, ANN, empirical modeling, fuzzy logic, radiation estimation. Cite this Article Deepa Rani Yadav, Deependra Pandey, Stuti Shukla Datta. Study of Global Solar Radiation Estimation based on Artificial Neural Networks Techniques. Recent Trends in Electronics & Communication Systems . 2020; 7(1): 26–31p.
LibGuides: APA Referencing (APA 7th edition): Personal communication

This guide shows students and staff how to reference using the APA Referencing style. How to refer to information that is not retrievable
The Internal Connection between Chinese Excellent Traditional Culture and Socialist Core Values

Since the 18th national congress of the communist party of China (CPC), general secretary Xi Jinping has repeatedly emphasized how to inherit and carry forward the Chinese excellent traditional culture and how to cultivate and practice the core socialist values by elaborating the internal connection between the Chinese excellent traditional culture and the socialist core values. The internal connection between the two is reflected in two aspects. On the one hand, the excellent traditional Chinese culture is an important source for the cultivation of socialist core values, and it includes three parts: ideological content, structural composition and cultivation and practice methods. On the other hand, the socialist core values are the inheritance, creative transformation, and innovative development of the Chinese traditional culture. Only by seeing and deeply understanding these two complementary aspects we can realize the mutual promotion of the development of the Chinese excellent traditional culture and the core socialist values.
Thinking and Exploration on the Construction of Network Engineering Major in Application-oriented Universities—Take Lanzhou Institute of Technology as an Example

It is a strategic plan for the long-term development of national education to transform ordinary universities into application-oriented ones, as a newly upgraded network engineering major, how to master the requirements of transformation and development and cultivate application-oriented engineering talents in line with the market demand is the goal and key of education and how to reform the existing professional system to make it more in line with the requirements of talent training and development; and how to adjust the teaching content of the course, grasp the reform of the teaching method centered on arousing the students' enthusiasm for learning; and how to promote the professional teachers to further improve the level of knowledge structure are the thinking and exploration in the process of professional development, hoping to achieve the goal of Engineering application-oriented training of talents under the guidance of national policies.
Placement and Academics Android Application

Academics and Placement Cell is a crucial part of any educational institute, in which the work till now is being done manually. The placement officer has to inform around hundreds of students and placement related activity. So to make the placement process easy and effective for the placement department as well as the students, an android application can be developed. It is an application that provides integrity of placement cell and academics .It includes a feature of providing information regarding companies and upcoming job fairs. This application provides efficient way of filtering the list of students based on the criteria of the campus drive. The main aim of the application is to reduce efforts of placement officer in case of filtering the eligible students and reduce user efforts of browsing for any new job details. Our application will be helpful in better management of placement and academics related activities.
The Design and Thinking of a Hybrid Teaching Model Based on Superstar Learning—Taking Accounting Information System as an Example

Taking the course of accounting information system as an example, based on the intelligent teaching cloud platform "super star learning," this paper constructs a hybrid teaching mode of "pre class + online," "in class + offline" and "after class + online," designs a teaching effect evaluation scheme for the hybrid teaching goal, and makes a deep thinking on the problems that should be paid attention to in developing the hybrid teaching.
Study on the Reform of Undergraduate Education and Management in Independent Colleges

In recent years, the Ministry of education of China has asked for deepening the reform of education and teaching in Colleges and universities. Independent college is an important part of colleges and universities, with its unique characteristics and practical problems. On the basis of practice and literature, this paper puts forward that the independent college should do something in many aspects, such as leadership mechanism, college running concept, management mode, management system and information system, so as to do well in the reform and management of undergraduate education and cultivate better talents for the society.
Classification of E-mail (Phishy or Ham)

Nowadays cyber-attacks are increase as compare to last 5 years.Hacker can attack on device through message, tricky image, e-mail etc. last few years hackers have done many cyber-attacks through text message and image.They send email to recipient (user) and tricked to click on malicious link, which can lead to the installation of malware, the freezing of the system as part of a ransom ware attack or the revealing of sensitive information. We want to classify this type of mail into whether it is Phishy or Ham. Our project aim is to classify received E-mail is Phishy E-mail or Ham. Machine learning algorithms and techniques used for predict received E-mail is Phishy or Ham. We are design one model which take input as raw data (M-BOX file which is contain text file of more than one E-mail) and predefined label and gives prediction of E-mail. We will use Supervised learning algorithm and Classification algorithm like Naïve Bayes, Support vector machine, Random forest, Decision tree etc.I.
AN OVERVIEW ON CLOUD COMPUTING

This paper gives information about cloud computing and the benefits of using a cloud and cloud service.Now the question arises what is the cloud?The answer is that it is a platform where one can store their data and can access all the services provided without actually having real hardware via virtualization through cloud vendors.
Exploring mobile learning development lifecycle with cultural context

&lt;p&gt;Based on the preliminary study, there are two problems that the development team faces; lack of development model or guideline with culture context for mobile learning developments and lack of cultural context in user interface and user experience of mobile learning development and practices. The main objectives are; (i) to propose Mobile Learning Development Lifecycle Cultural Model and to (ii) assess the proposed Mobile Learning Development Lifecycle Cultural Model. An IT scholar and five IT staff involved in mobile learning development based on the public and private sector at Klang Valley, Malaysia had been chosen for the interview session. The collected data has been analyzed by applying the thematic analysis approach. The first objective was achieved based on IT scholar reviewed on the model proposed. The IT scholar reviewed, (i) challenges on mobile learning development, (ii) theory of Hofstede on the design phase, (iii) user persona on the requirements phase, (iv) advantages of using the proposed model and (v) challenges on Mobile Learning Development Lifecycle Cultural Model. Then, the second objective was achieved by analyzing the qualitative information from the IT staff on the model proposed. The assessment was done by the IT staff for the Mobile Learning Development Lifecycle Cultural Model. There were four primary categories highlighted by the IT staffs which were (i) challenges on mobile learning development, (ii) overcome the challenges, (iii) important elements in mobile learning development and (iv) advantages of Mobile Learning Development Lifecycle Cultural Model. For future work, this study can include more IT scholar and IT staff from diverse positions from multiple organizations.&lt;/p&gt;
Research and Development of Malaysia Court Transcription Continuous Speech Recognition for Malaysian English Language

According to monthly statistics report of criminal and civil cases in May 2019 in Malaysia,it reveals that the number of cases from the previous month are much more than the number ofdisposal cases, resulting significant amount of carried forward cases to the next month. This situationwas existing few years ago, and the problem of backlog cases are getting more and more severe. Theinefficient of judicial system is due to the delay of court transcription. In order to overcome thisproblem, the court recording and transcription has been implemented in the judiciary of Malaysia.This research paper study on the Malaysia court transcription system with the technology ofcontinuous speech recognition. With the adoption of court transcription system, the number ofdisposal cases could be improved as the transcript can be generated in shorter time for the judge asreference. However, the improper English pronunciation of Malaysian and the noisy environment arethe factors which may affect the performance of speech recognition. Therefore, the continuous speechrecognition system is developed by adapting the US English acoustic model with Maximum aPosteriori (MAP). The mel-frequency cepstral coefficients (MFCC) is the approach in featureextraction while the Hidden Markov Model is used as training model. Besides, the CMUSphinxtoolkit with various tools such as Pocketsphix and Sphinxtrain with acoustic model included isutilised to build a speech recognition system on Malaysian English language. After the adaptation of5 speakers spoke in Malaysian English, the Word Error Rate of the developed speech recognitionsystem reduced from 95.88% to 20.36%. When the system is examined with script that is not used asadaptation data and training data, the WER of Malaysian English speech recognition system is69.71%, lower than the baseline system of 79.65%.
EVALUASI PEMBELAJARAN ONLINE BERBASIS MOODLE PADA MATA KULIAH SISTEM OPERASI

&lt;p class="abstrak" align="left"&gt;&lt;strong&gt;Abstrak&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;Tujuan penelitian adalah untuk mengetahui evaluasi pembelajaran &lt;em&gt;online&lt;/em&gt; berbasis Moodle pada mata kuliah Sistem Operasi dari aspek: (1) Kemampuan mahasiswa memakai Moodle; (2) Kemampuan dosen memakai Moodle; dan (3) Keaktifan komunikasi mahasiswa dan dosen dalam penggunaan Moodle pada mata kuliah Sistem Operasi. Metode penelitian yaitu deskriptif. Subjek penelitian adalah mahasiswa dan dosen yang terkait dengan mata kuliah Sistem Operasi. Teknik pengumpulan data menggunakan: (1) Angket, untuk memperoleh informasi dari mahasiswa; (2) Dokumentasi, yaitu menganbil data &lt;em&gt;log&lt;/em&gt; pada Moodle; dan (3) Wawancara, untuk memperoleh data dari dosen pengampu berkaitan dengan kemampuan dan aktivitas. Teknik analisis data menggunakan analisis deskriptif. Hasil penelitian menunjukkan bahwa: (1) Mahasiswa mampu menggunakan fitur seperti mengunduh materi, mengunggah tugas, &lt;em&gt;quiz&lt;/em&gt; secara &lt;em&gt;online&lt;/em&gt;; (2) Dosen sudah mampu menggunakan fitur dasar Moodle; dan (3) keaktifan mahasiswa dan dosen masih kurang karena belum optimal menggunakan komunikasi melalui fitur forum dan &lt;em&gt;chatting &lt;/em&gt;yang ada di Moodle.&lt;/p&gt;&lt;p&gt; &lt;/p&gt;&lt;p class="StyleAuthorBold"&gt;&lt;strong&gt;&lt;em&gt;Abstract&lt;/em&gt;&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;The purpose of this research was to determine the evaluation of Moodle-based online learning in the Operating Systems course in aspects of: (1) The ability of students to use Moodle; (2) The ability of lecturers to use Moodle; and (3) The activeness of student and lecturer communication in the use of Moodle in the Operating Systems course. The research method was descriptive. Research subjects were students and lecturers related to the Operating Systems course. Data collection techniques used: (1) Questionnaire, to obtain information from students; (2) Documentation, which is to take log data on Moodle; and (3) Interviews, to obtain data from supporting lecturers related to abilities and activities. Data analysis techniques used descriptive analysis. The results showed that: (1) Students were able to use features such as downloading material, uploading assignments, quizzes online; (2) Lecturers have been able to use the basic features of Moodle; and (3) the activeness of students and lecturers is still lacking because it is not yet optimal in using communication through the forum and chat features available in Moodle.&lt;/em&gt;&lt;/p&gt;
PENGARUH MODEL PEMBELAJARAN PROJECT BASED LEARNING (PjBL) BERBANTU FOTONOVELA TERHADAP HASIL BELAJAR PESERTA DIDIK KELAS X MA BUSTANUL ULUM JAYASAKTI

The effect of the project-based learning model (pjbl) assisted with photonovela on the learning outcomes of students in class x ma bustanul „ulum jayasakti in 2018/2019. The Fotonovela Project-Based Learning (PjBL) learning model is very suitable to be applied in learning economics because it is not enough to study and memorize economic concepts but it also requires an understanding and ability to solve economic problems properly. Through this learning model students can express their thoughts, exchange opinions, cooperate with each other if there are friends in the group who are experiencing difficulties. Obtained information in the form of odd semester results 2019/2020. In the learning outcomes there are still many students who have not met the minimum completeness criteria, namely 75 students learning outcomes in class X IPS 1, which achieved completeness, only 6 students. While those who did not reach the completeness were 19 students. In the hypothesis test that reads "there is a positive influence on the use of the Pono Learning Method assisted by Photonovela on the learning outcomes of Class X IIS 1 Bustanul MA„ Ulum 2019/2020 ". Then the hypothesis can be said to be accepted. Said to be accepted because it can be seen from the learning outcomes that have changed in a positive direction from 5 students (22.73%), which is fairly complete, turned into 16 students (72.73%). In other words, the learning outcomes of the learning process using the Fotonovela PJBL Learning Model have a clear increase. So the use of Photonovelaassisted PPA Learning Models can be used in the learning process to improve learning outcomes, especially in Economics subjects
MODULAR STUDIES WITH LEVEL-STYLE DIFFERETIATIONS: TRAINING MODULES OF THE THEME: «INITIAL DATA ABOUT SUBSTANCE STRUCTURE» (PHYSICS, 7 TH FORM)

Педагогика сельской школы -2020 -№ 2 (4) Модульное обучение с уровнево-стилевой дифференциацией: учебные модули темы «Первоначальные сведения о строении вещества» (Физика, 7 класс) 83The scientific novelty of the article is determined by the working out of one of the practical mechanisms of modular training with level-style differetiation -a modernised modular training for the theme «Initial data about substance structure».The materials are designed for rural schools Physics teachers.
Learning Resources: Online Safety & Security: How are people Radicalised?

In this section we will look at Online Security, Online Safety, Radicalisation and Extremism
Mouse-Aimed Camera

Before we give the player any means of moving around, we'll have to set up the player GameObject and provide them with a way of changing the direction they're facing. We'll do that here, implementing our first- and third-person cameras. Both systems will be handled by one script, and the player will be able to press a hotkey to smoothly switch from one to the other.
Everett Library: Library 101: How to Get Started

This page provides basic information such as research terms and understanding of basic research strategies and resources.
Study of Impact of Improving Professional Competence Programs for Participants in Academic Qualification Improvement

This study aims to describe the data on improving professional competence of participants in the academic qualification improvement program who received S1 / DIV courses at the nine tertiary institutions funded by the Directorate General of Teachers and Education Personnel of the Ministry of Education.Participants in the Academic qualification improvement program for educators on non-formal education.The research method used by the survey was through distributing questionnaires to participants in the academic qualification improvement program in the nine provinces.The research findings show that the impact of increasing the professional competence of educators is greatly increased by 35.7%, increasing by 52.2%, increasing enough by 11.0%, less increasing by 0.6%, and not increasing by 0.5%.Aspects of professional impact include understanding of the philosophical foundations of the teaching profession, the management of learning, the development of instructional media, the strategy of establishing partnerships, and the willingness to improve knowledge.Thus in general that the academic qualification improvement program organized by the Directorate General of Teachers and Education Personnel in collaboration with the Educational Personnel Education Institution has succeeded in increasing the professional competence of educators in the non-formal education pathway.
Analysis and Diagnosis of Technical Characteristics of Male Youth Race Walkers in Chifeng Training Camp

Race walking has always been the traditional advantage of China's track and field sports. In recent years, China's high-level race walking athletes have been constantly competing for gold and silver in the international competition, shining for the sports cause of the motherland. In order to keep the advantages of China's race walking, we should not only focus on China's high-level race walking athletes, but also pay attention to the training and development of China's race walking reserve talents. Only the grassroots organizations continue to send excellent athletes, to ensure the international status of China's race walking. To this end, the track and field administration center of the general administration of sport of China launched a 10-day training camp for high-level reserve talents in race walking in Chifeng, Inner Mongolia, on July 24, 2018 and August 4, 2018, with the purpose of selecting a batch of excellent seed athletes and strengthening the construction of reserve talents in race walking projects in China. Article mainly men athletes of all over the country to attend the camp 16 and 17 year old age group, and the appraisal of the camp games among the top 10 athletes in technical analysis, characteristics of common problems for this batch of young athletes, and their technique for diagnosis of talents for the future delivery to provide some valuable reference information.
Intercultural Reader Communication in the Digital Age

The article explores the problems of the transformation of reading among youth in the digital age. The research focuses on factors such as the shift in reading formats (abandoning traditional/paper books and switching to electronic and/or digital reading), exclusion of the library as a social institution of reading support from leisure practice of young people, the dominant function of Internet resources in reading preferences, lack of qualified advice from a teacher of literature. The study, which was conducted internationally (Russia, the Czech Republic, the USA), draws attention to the particular interest of the analysed age group in the fantasy genre. The authors of the article draw attention to the need to develop a systematic approach to the introduction of digital formats in reading fiction, taking into account the identified preferences of the readers. The international study of the level of reading culture confirmed the hypothesis that fantasy is not only one of the ways of socialising a personality, but also a means of building an intercultural dialogue.
Formation of techniques of creative activity in the school course of mathematics

The article highlighted the skills that are part of the creative activity and are effectively formed on the material of the school course of mathematics: the nomination and testing of hypotheses; analysis and comparison of various points of view, their assessment; transfer of knowledge and skills to a new situation; modeling of various scenarios, their comparison; composing text on a mathematical or graphical model.We consider the techniques for the formation of selected skills: the use of disputes, discussions, round tables, brainstorming, tasks with an excessive (insufficient) data set, competence-oriented tasks, tasks with an open question, tasks with omissions in conditions.