Reviewerly/exHarmony huggingface dataset:
Classifying confidential data using SVM for efficient cloud query processing

Nowadays, organizations are widely using a cloud database engine from the cloud service providers. Privacy still is the main concern for these organizations where every organization is strictly looking forward more secure environment for their own data. Several studies have proposed different types of encryption methods to protect the data over the cloud. However, the daily transactions represented by queries for such databases makes encryption is inefficient solution. Therefore, recent studies presented a mechanism for classifying the data prior to migrate into the cloud. This would reduce the need of encryption which enhances the efficiency. Yet, most of the classification methods used in the literature were based on string-based matching approach. Such approach suffers of the exact match of terms where the partial matching would not be considered. This paper aims to take the advantage of N-gram representation along with Support Vector Machine classification. A real-time data will used in the experiment. After conducting the classification, the Advanced Encryption Standard algorithm will be used to encrypt the confidential data. Results showed that the proposed method outperformed the baseline encryption method. This emphasizes the usefulness of using the machine learning techniques for the process of classifying the data based on confidentiality.
Face Recognition using Hybrid Techniques

55 Case 6-4 Case 7-3 Case 8-2 Case -9-1 Experiment using AT&T database 30 25 20 15 10 5 0 Error rate (a) Case 1-9 Case 2-8 Case 3-7 Case 4-6 Case 5-5 Case 5-55 Case 6-4 Case 7-3 Case 8-2 Case -9-1
Sistem Pendukung Keputusan Seleksi Penerimaan Karyawan Dengan Metode Analytical Hierarchy Process

The recruitment process is one of the routine activities undertaken by a company in fulfilling one of its targets and achievements. Therefore objective, transparent and professional recruitment process must be done for the fulfillment of human resources that comply with the required criteria. But this is sometimes not in accordance with expectations so that the company feels difficulties in placing employees as needed. This study used the Analytical Hierarchy Process method with several criteria including written test results, interviews, soft skills, Experience and Grooming. This research provides solutions for companies to facilitate the process of decision making precisely with the availability of accurate prospective employee data information, in order to comply with the criteria that the company needs, and can Subjeciating the recruitment process. The benefits are expected to get the criteri according to the needs of the company, and the selection of employees faster and precise in decision making on the destruction. This study resulted that by this method helps management in the process of selection of employees objectively with values of 0.21231, 0.21055, 0.21020, 0.18829 and 0.17865, which are tested from 5 new program candidates.
Information Seeking in the Elite PDI Perjuangan about Gibran Election as the Solo Mayor

This study aims to express an understanding of how information-seeking patterns among the political elite of the Indonesian Democratic Party of Struggle in Surakarta relate to the issue of the possible nomination of Gibran Rakabuming Raka - son of Indonesian President Joko Widodo as a candidate for Mayor of Surakarta. This research analyzes through social media, especially Facebook, about the relationship between information seeking behavior of the political elite of the Indonesian Democratic Party of Struggle (PDI Perjuangan) with certainty about the issues circulating in the community. This research paradigm uses phenomenology with a qualitative approach. The source / participant of this research is the political elite PDI Perjuangan this is because according to the news circulating Gibran will run for office using PDI Perjuangan party vehicles. This study concludes that the pattern of information seeking among the political elite of the Indonesian Democratic Party of Struggle (PDI Perjuangan) in Surakarta with information certainty needs. The need for information seeking is growing, making the PDI Perjuangan elite in Surakarta a source of information which then forms information search behavior patterns based on the use of social media, especially Facebook.
“Case Study” As A Way To Develop Soft Skills At University

The article deals with the problem of soft skills formation and social capital development which is considered to be of major importance for building a successful career. It focuses on the need to involve the potential of humanities, namely ESP, into the process of specialist training. The notion of hard skills and soft skills is defined. The constituents of soft skills are presented. The role of English in professional activity is considered. The most effective means and methods of teaching ESP in this context, as the authors see them, are described. The authors distinguish approaches and methods optimal for achievement of the stated research objectives. The study’s findings indicate that case study alongside with contextual approach, the problem method and the active learning methods provide more powerful tools to develop students’ skills of professional collaboration in the English-speaking environment. The history of case study approach, its specific features and application are outlined. The authors highlight the opportunities to use the mentioned-above method on the second educational level which allows students to put into practice the theoretical knowledge they gained. The advantages of using the method are analyzed. Some practical recommendations of implementation the considered approach are given. The results of the research demonstrate the effectiveness of case study over traditional teaching methods.
Simulasi Monte Carlo untuk Memprediksi Hasil Ujian Nasional (Studi Kasus di SMKN 2 Pekanbaru)

Basically grades that do not meet graduation criteria are phenomenon for schools. Which can cause a lack of school quality. One such phenomenon is the National examination Score which is the value of determining graduation for students. Vocatonal High School (SMK) Negeri 2 Pekanbaru is a formal education unit as the organizer of the Teaching Learning Process (TLP), for student afterc ompleting education can go directly to employment or the industrial world and can continue their education. Where the test csores obtained by student are inseparable from the school graduation criteria.To deal whith probalytic situations like this we need a method for analyzing or predict likely in the future. One method that can be used is Monte Carlo Simulation. By using Monte Carlo Simulation to the national exam in this study is expected to holp to find out the acquition of student grades for the future. The csores are taken fom the national exam result obtained from the curriculumsection of the last 3 academic years, namely TP 2016/2017 to TP 2018/2019. This scores is simulationted whith PHP programming as a data implementation system. Simulation result from this studyobtained an accuracy level of 86,68%. By getting a greater degree of accuracy, this method is appropriate to be predict the National Exam Scores for the future.
PERANCANGAN DAN IMPLEMENTASI SISTEM INFORMASI MANAJEMEN ASET PADA PEMERINTAH KABUPATEN MERANGIN MENGGUNAKAN BAHASA PEMROGRAMAN PHP DAN MYSQL

Asset managements is most needed by every businessm especially in recording asset at the local government agencies. Setting is done so that each asset procurement of equipment and goods in these institutions can be properly maintained. In the presence of an inegrated asset management system within the scope of government Merangin to perform data collection and monitoring of assets that can be used as guidelines for decision-making in procurement and rejuvenation of government asset.&#x0D;
A Solution of the Inverse Problem to Doubling of Twisted Edwards Curve Point

A solution for the inverse doubling problem is obtained for elliptic curves represented in the twisted Edwards form. Estimates of the complexity of the division operation into two are obtained in comparison with the doubling of the point. One of the applications of the divisibility properties of a curve point into two is considered to determine the order of a point in a cryptosystem based on discrete logarithm problem.The necessary and sufficient conditions for the divisibility of a point of a curve by 2 are found. The possibility of using these curves to generate a crypto-resistant sequence of a large period is investigated.All possible numbers of the result of the division of a point into two and the dependence of these quantities on the dividend point are studied. The necessary and sufficient conditions for the existence of 4 different preimages of a point when dividing it into two are investigated. Pairing-friendly curves of prime or near-prime order are absolutely essential in certain pairing-based schemes like short signatures with longer useful life
QUANTUM CODES FROM CODES OVER THE RING $\mathbb{F}_{2^m}+\alpha \mathbb{F}_{2^m}+\beta \mathbb{F}_{2^m}+ \gamma \mathbb{F}_{2^m}$

Let $i,j,k$ be elements of real quaternions $\mathbb{H}$. Let $\alpha , \beta , \gamma$ be the elements corresponding to $1+i, 1+j, 1+k,$ respectively. In this study, quantum codes from classical codes over $\mathbb{F}_{2^m}+\alpha \mathbb{F}_{2^m}+\beta \mathbb{F}_{2^m}+ \gamma \mathbb{F}_{2^m}$ are obtained.
Using Smartphones in Learning Arabic by AOU Students

The present article explores the use of smartphones by Arab Open University (AOU) students in learning the Arabic Language. The sample consisted of 275 students of those taking Arabic for primary school teachers. A questionnaire was prepared by the researcher to specify relevant uses and was divided into 4 sections: types of students&amp;rsquo; devices, useful services, students&amp;rsquo; purposes of using such services and challenges to the learning of Arabic on these devices.&#x0D; &#x0D; The results showed, first, that most students used smartphones, by different percentages, except for the GPS application. Second, they made use of all the services, by various percentages, except for those of games and image viewers. Third, they used smartphones for diverse purposes, but not for administrative data related to learning Arabic. Fourth, there were numerous challenges to the learning process on these devices.&#x0D; &#x0D; Finally, recommendations were made to develop the use of smartphones in learning Arabic according to the above findings.
Semantic Interoperability in Cyber-Physical Systems

The increasing diversity of cyber-physical systems (CPS) especially in Smart Homes and Smart Buildings and their communication interfaces leads to a low interoperability and high development complexity. Hence, there is an increasing need for methods to enhance the interoperability by using alternative, software-based techniques. In this contribution, a distributed platform based on established web standards is proposed, which provides semantically enriched building condition data and functions. This includes new and existing automation solutions and - if required also across buildings - external services and other higher-level technical systems. Here, we focus on the implementation and system architecture for smart homes / buildings under use of semantic data principles like linked data [1] and ontologies e.g. SAREF [2].
Analysis of Password and Salt Combination Scheme To Improve Hash Algorithm Security

In system security, hashes play important role in ensuring data.It remains the secure and the management of access rights by those entitled to.The increasing power of hash algorithms, various methods, are carried out one of them using salting techniques.Salt is usually attached as a prefix or postfix to the plaintext before hashing.But applying salt as a prefix or postfix is not enough.There are so many ways to find the plaintext from the resulting cipher text.This research discusses the combination scheme other than the prefix and postfix between password and salt increasing the security of hash algorithms.There is no truly secure system and no algorithm that has no loopholes.But this technique is to strengthen the security of the algorithm.So that, it gives more time if an attacker wants to break into the system.To measure the strength generated from each combination scheme, a tool called Hashcat is used.That is the way known as the best composition in applying salt to passwords.
Develop Ten Security Analytics Metrics for Big Data on the Cloud

This paper reviews big data security analytics and looks into the big data lifecycle for assessments of big data security challenge in clouds. The paper justifies the reasons to develop big data security metrics. In this paper, we propose ten big data security metrics securing big data on cloud. This paper contributes new knowledge to big data security by tying with right security metrics.
KENDALA GURU PAUD MENGEMBANGKAN SENTRA MEMBACA DAN MENULIS (STUDI KASUS DI JAKARTA TIMUR 2018)

Early childhood is the important stage entire human life-span. Early writing and reading in early childhood is the one of critical aspect to develop. Teachers should improve the environment which support to the children in literacy. The objective of this study is to describe the obstacles of early childhood teachers to develop reading and writing center for the children. This study used qualitative method which involved 27 early childhood teachers in East Jakarta. Purpossive sampling method was used, while data analyze used Miles and Huberman technique to data reduction, data display, and verification. This study revealed the experience of early childhood teacher obstacles to develop reading and writing center. It include the obstacle of preparing media of reading and writing, difficultes to manage play environment, improve library center, creating an appropriate book for children, and developing media for listening activities.
Data Sanitization Framework for Computer Hard Disk Drive: A Case Study in Malaysia

In digital forensics field, data wiping is considered one of the anti-forensics' technique.On the other perspective, data wiping or data sanitization is the technique used to ensure that the deleted data are unable to be accessed by any unauthorized person.This paper introduces a process for data sanitization from computer hard disk drive.The process was proposed and tested using commercial data sanitization tools.Multiple testing has been conducted at accredited digital forensic laboratory of CyberSecurity Malaysia.The data sanitization process was performed using overwritten method provided by state-of-the-art data sanitization tools.For each sanitization tool, there are options for the wiping technique (overwritten) process.The options are either to wipe using single pass write or multi pass write.Logical data checking in the hard disk sector was performed during pre and post data disposal process for a proper verification.This is to ensure that the entire sector has been replaced by data sanitization bit pattern in correspondence to the selected wiping technique.In conclusion, through the verification of data sanitization it will improve the process of ICT asset disposal.
A Novel Double-Layer Framework for Action Prediction

Action prediction aims to infer the category of an action before it is fully executed. It is a challenging task since neither sufficient discriminative information nor the definite progress state of action can be obtained in an incomplete video. In this paper, we propose a novel double-layer learning framework for predicting the category of action from partial observations. Particularly, in the first layer of the framework, an unsupervised semantic reasoning method is presented for exploiting semantic information of an input incomplete video as well as inferring the future semantic information using the prior knowledge provided by training full videos. In the second layer of the framework, a discriminative action prediction model introduces a latent variable to indicate the progress state of the input video and captures the relationship among the actions, video observations, the semantic information, and the latent progress state for predicting the action label of the input video. Extensive experimental results on UT-I #1, UT-I #2, and UCF Sports datasets demonstrate the superiority of our method in predicting actions at the early stage.
The long conversation: Reflections on science librarianship

As you read this column, feel free to get up and move around. Make access for yourself. We are in dialogue, and we should all be comfortable to nurture this conversation.As an early career science librarian, it can be challenging to incorporate the ACRL Framework for Information Literacy for Higher Education into my work. In the STEM fields (Science, Technology, Engineering, Mathematics, Medicine) students, faculty, and staff are pressed for time and are focused on skills, data, and gaining familiarity with specific resources. In this column, I reflect on the frame Scholarship as Conversation, and draw on it for inspiration and guidance in my practice. I highlight examples of this discussion with this frame and how it informs my instruction, collection development, and outreach efforts.
Study on the Cultural Item Arrangement of Textbook Learn Chinese with Me

With the heat of learning Chinese and the development of teaching Chinese as foreign language, textbooks for Chinese as a foreign language have been published in large numbers, which contain the contents of Chinese cultural knowledge. At present, most of the studies on the cultural content of these textbooks focus on the theoretical level. Based on the combination of quantitative statistics and qualitative analysis, this paper uses cross-cultural communication and cultural linguistics as the theoretical basis, It uses the classification statistics method and comparative analysis method to investigate the culture items of Learning Chinese with Me. This paper points out the layout characteristics of the cultural items in the primary and intermediate textbooks of Learning Chinese with Me, summarizes the principles for the compilation of the cultural content of the textbooks, and provides suggestions for designing cultural content of present-day Chinese language teaching materials.
Morphological Map Analysis in Design Cashew Sheller (Kacip) as a Creative Process to Produce Design Concept

The design of cashew nut or cashew nut sheller uses appropriate or low technology with consideration of low cost for tool material. This pengkacip tool will be used at Ngudi Koyo, Imogiri, Bantul, Yogyakarta. Cashew shell peeler or cippling device as a result of the design is a modification of the existing cashew shell peeler. Some parts of the existing tool are applied to several modified parts, namely the lever mechanism, picking knife, or lever knife. This paper will discuss the method of selecting a suppressor, lever and picking system on a tool using the morphological map analysis method. Morphological maps will produce alternative designs for cashew nut peeler. The selection of alternative designs will be carried out by analyzing the results of testing in a technical mechanism, material strength, and alternative design quality values. Testing of alternative technical systems mechanisms is done by comparing the mechanical systems of existing tools. The size of the tool uses the anthropometric measurements of the female operator's body, because the operators in the Ngudi Koyo UKM are all women. The tool size adjustment will provide work comfort and increase efficiency. Quality testing in addition to using standard anthropometric standards, will be tested for quality of ease of care, ease of transferring, clean, neat, simple and safe tool.Key words: Effective technology , low technology tool, security, Design Alternative Testing
IMPLEMENTASI METODE ELECTRE UNTUK MENENTUKAN KELAYAKAN PEMBERIAN KREDIT SEPEDA MOTOR PADA PERUSAHAAN LEASING

Leasing companies are financing equipment or capital goods that are used for the production process of a company, both directly and indirectly. Financing through leasing is a very simple financing in the procedures and implementation and therefore leasing that is used as an alternative payment seems more attractive. As an alternative source of capital financing for companies, especially in the credit analyst section. In credit-worthy consumer decision-making activities, a computer-based system model that can provide data analysis, calculation of criteria for credit applicants, and help processing data into information to make decisions from the semi-structured problem is needed. A decision system (DSS) is the right choice to help select credit applicants. The system is designed with the Elimination and Choice Translating Reality (ELECTRE) method which is one of the multi criteria calculation methods based on the outrangking concept map by using paired comparisons of other alternatives based on each criterion. The data used in this paper are in the form of alternative data samples, criteria data, criteria weight, and suitability rating for each alternative to the criteria.Keywords: ELECTRE, Credit Analyst ,Kredit, Leasing
Analysis and Design of Web-Based Project Management Information System Using Critical Path Method (CPM) Method on PT. Pakarti Tirtoagung

PT. Pakarti Tirtoagung is one of the companies engaged in construction services in Indonesia, in the scope of gas and petroleum. To facilitate the company in carrying out the project implementation process and monitoring the progress of the project, a special computerized system is needed.Looking at the system that runs on the company, there is no specific system support, which has several obstacles, among others in making schedule project, errors in recording data and presenting project progress reports because project progress was not monitored, completion of projects that are not in accordance with time schedules, etc. Of the several obstacles encountered, it becomes an interesting discussion to looking for solutions that can minimize obstacles and even risks that will occur as a result of these constraints. For that it was made Analysis And Design Of Web-Based Project Management Information System Using Critical Path Method (CPM) Method On Pt. Pakarti Tirtoagung. Using the CPM method for help planning activities to project development. Based on the results of the questionnaire that was distributed to 10 (ten) respondents and after processing the results 58% of respondents felt agree and 38% strongly agree that the system can present information about the ongoing project, monitoring the project and presenting a project progress report .&#x0D;
Study on the Operating Mechanism of Taobao Village Ecosystem from the Perspective of Information Management

Abstract Taobao village ecosystem is the product of the development of information age. From the perspective of information management, it is of great significance to study the operation mechanism of Taobao village ecosystem for its sustainable development. According to the characteristics of online transactions and management needs of Taobao villages, the research framework of Taobao village ecosystem is constructed from the perspective of information management, and exploring the operation mechanism of taobao village ecosystem under information management, which can provide reference for entrepreneurs and the balanced development of Taobao village ecosystem. Establishing a perfect information management system, extracting valuable information effectively can promote the upgrading of ecosystem industry in Taobao village, and it will realize the healthy development of Taobao village ecosystem.