Reviewerly/exHarmony huggingface dataset:
Networks Security models Scalability Analysis

There is an emerging scalability problem with existing security models as the size of the networked systems becoming larger, especially when analyzing all possible attack scenarios. presented the worst case computational complexity analyses based on fully connected topology, but real life networked systems run on various network topologies, and other factors that affect the overall performances of security models. In this research, the scalability of existing security models is evaluated and compared with the HARM in realistic scenarios. Two main tasks in this research are (1) formulating key questions that need to be answered to assess the scalability of security models, and (2) evaluate and compare the scalability of security models using simulations.
Characterizing the Impact of Organizational Culture on the Manager Leadership Qualities

The article presents the outcomes of sociological research to identify: the influence of organizational culture on the managers’ leadership qualities and the interdependence of management style and leader’s personality type of the Saint-Petersburg social services and organizations. It was revealed that the organizational culture type in the considered social institutions has a bureaucratic character; authoritarian management style predominates; the majority of branch managers are leaders with organizational skills.&#x0D; It is determined that the passionate manager’s personality type controls organization in an innovative-analytical style, which contributes to a greater activity efficiency. Such leaders are active, focusing on innovative work methods, encourage innovation, modern technologies and high performance, successfully apply brainstorming.&#x0D; Thus, the manager’s personality integral model is empirically tested and substantiated through sociological research.
GROUP ACTIVITY – NEEDS IN TEENARGERS EDUCATION

This paper brings to the attention of teachers the issue of group learning activity by combining the results of a research conducted to identify the level of satisfaction and the level of pupils' involvement in learning, remedial activities, counseling activities and of extracurriculars, carried out under the ROSE project, in high schools in Romania and of direct observation, during the special inspections for granting the didactic degree I and the evaluations ARACIP (Romanian Agency for Quality Assurance in Pre-university Education).The questionnaire was administered to a batch of 760 high school students and direct observation was done during 134 lessons.
Estimating Information-Theoretic Quantities with Random Forests.

Information-theoretic quantities, such as mutual information and conditional entropy, are useful statistics for measuring the dependence between two random variables. However, estimating these quantities in a non-parametric fashion is difficult, especially when the variables are high-dimensional, a mixture of continuous and discrete values, or both. In this paper, we propose a decision forest method, Conditional Forests (CF), to estimate these quantities. By combining quantile regression forests with honest sampling, and introducing a finite sample correction, CF improves finite sample bias in a range of settings. We demonstrate through simulations that CF achieves smaller bias and variance in both low- and high-dimensional settings for estimating posteriors, conditional entropy, and mutual information. We then use CF to estimate the amount of information between neuron class and other ceulluar feautres.
A Mixed-principle Rule-based Approach to the Automatic Syllabification of Serbian

In this paper, we present a mixed-principle rule-based approach to the automatic syllabification of Serbian, based on prescriptive rules from traditional grammar in combination with the Sonority Sequencing Principle. We explore the problems and limitations of the existing rule set and sonority-based approaches, introduce an algorithm that utilizes both means in an attempt to produce a more accurate segmentation of words into syllables that is better aligned with the intuition of the native speakers, and present the statistical data related to the distribution of syllables and their structure in Serbian.
Improving students’ performance by means of motivation: the role of ICTs

Abstract:Aim: The main objective of this paper is to analyze the effects of educational innovation on student implication on the study as a way for getting a job in the future, as well as the role of motivation at the secondary school to help for achieving this goal.Design / Research methods: By means of the elaboration of a questionnaire, the opinion of the students in relation to educative innovation, and, later by means of descriptive statistical analysis and a regression analysis, to search the relation between the concerns for getting a job and the motivational education among the students in secondary educative level is undertaken.Conclusions / findings: The results point towards a positive assessment by the students, who consider that educational innovation, stimulates their interest; boost the participation and collaboration between peers and with the teaching staff, at the same time there is a statistical significant relation between the students’ concern about their future working life and the motivations at school. The motivation is strongly relate to incorporation of ICTs at classroom, particularly computers and tablets.Originality / value of the article: The main value of this research is on stablishing a link between three key features: the concerns of youth about their future labor life, the motivation at school and the role of ICTs on this motivation.Limitations: The main limitations of this research are related to the sample, nevertheless the preliminary generalization of this results can be acceptable, according the literature.
Investigation of the optimal number of clusters by the adaptive EM algorithm

This paper considers the investigation of the optimal number of clusters for datasets that are modeled as the Gaussian mixture. For that purpose, the adaptive method that is based on the modified Expectation Maximization (EM) algorithm is developed. The modification is conducted within the hidden variable of the standard EM algorithm. Assuming that data are multivariate normally distributed, where each component of the Gaussian mixture corresponds to one cluster, the modification is provided by utilizing the fact that the Mahalanobis distance of samples follows a Chi-square distribution. Besides, the quantity measure is constructed in order to determine number of clusters. The proposed method is presented in several numerical examples.
Conclusion and Future Research Directions

This chapter gives a brief summary of the work presented in this book. It also provides several future research directions and open problems related to the exciting and relatively young field of digital image forensics.
“How Terrible, Dmitri Aleksandrovich!”: Prigov’s Monsters

This article considers the theme of monstrosity, a leitmotif in the creative work of D. A. Prigov that manifests itself on different levels in his works from The Bestiary, an extensive graphic series containing fiction, poetic cycles, and performances.The role of this leitmotif is determined by the author's interest in transformability, transitivity, and synthesis: Prigov's poetic and artistic experiments illustrate his reaction to upgraded human experience as reflected in medialisation, cyborgisation, virtualisation, etc. Special attention should be paid to Prigov's new anthropology, which proclaims a universal cultural crisis and the radicalism of technological innovations, i. e. so-called meta-computer extremes altering the idea of a human being, which looks promising due to the possibility of combining zoomorphic, human, and technological features.Together with this, monstrosity is a notion that can be extrapolated from the figurative vocabulary of Moscow conceptualism, where gesture and artistic strategy were considered key elements in the creative process.The figure of the monster rejects and refutes the traditional primacy of text as part of cultural space.Henceforth, text is just a deictic form of a materialised idea accompanying everchanging performative and behavioural practices.
Efficient Computation Method of Participants’ Weights in Shamir’s Secret Sharing

Shamir’s secret sharing is an important means to realize data protection. Since participants in a specific weighted secret sharing scheme have different weights, these weights need to be computed and allocated in advance. In [15], a weight calculation method is proposed based on Karnaugh map, but this method has certain application bottlenecks and the algorithm efficiency is not efficient enough. To solve the above problems, this paper proposes a novel weight calculation method based on ordered binary decision diagrams. The new method can calculate weights for any number of participants, and the algorithm has lower space-time complexity. Theoretical analysis shows that the proposed scheme is feasible and effective.
Optical Recognition of Isolated Machine Printed Sindhi Characters using Fourier Descriptors

The scale invariance characteristics play an essential role in pattern recognition applications, for example in computer vision, OCR (Optical Character Recognition), electronic publication, etc.In this paper, the shape based feature extraction techniques are used in terms of invariant properties and the region based FD (Fourier Descriptors) have been used for the recognition of isolated printed Sindhi characters.There are 56 isolated characters in Sindhi language than can be categorized to 20 different classes considering the shape of the base of each character.In this work, the dataset contains 4704 images of isolated printed Sindhi characters.The simulation result shows that the proposed method is a capable discriminating algorithm of Similar Sindhi characters and can easily extract the scale invariant features.
LEARNER-DRIVEN ORAL ASSESSMENT CRITERIA FOR ENGLISH PRESENTATION

Learner-centred assessment has been widely propagated in learner-centred approach. However, learners are rarely given the opportunity to engineer their own assessment. Therefore, this study attempted to gauge (1) the functionality of learner-driven oral assessment criteria scaling structure and (2) the reliability of learner-assessors in applying their own assessment criteria during oral presentation. In this study, 11 participants from an electrical engineering group, which consists of one year programme matriculation students, participated in assessment criteria development. First, participants discussed suitable criteria and scaling structure in small groups. Secondly, each group presented their oral assessment criteria for peer feedback. Thirdly, participants discussed and finalised the oral assessment criteria for the class. Fourthly, to test the learner-driven assessment criteria, three speakers from the group volunteered to present their speech. While presenting, these speakers were assessed by their peers. Participants’ ratings and scores were later analysed using the Many-Facet Rasch Measurement (MFRM) software. Findings show that despite the criteria being developed by learners, the scaling structures were functioning usefully with the Rasch Threshold measure indicated more than 1.4 logits between assessment levels and the learner-assessor reliability was &gt; 0.80. The significance of this study lies in raising awareness for improving learners’ oral presentation skills as well as developing learner autonomy. Keywords: Learner autonomy, learner-centred, oral skills, Rasch measurement. Cite as: Idris, M. &amp; Abdul Raof, A. H. (2019). Learner-driven oral assessment criteria for English presentation. Journal of Nusantara Studies, 4(1), 365-383. http://dx.doi.org/10.24200/jonus.vol4iss1pp365-383
Audit Manajemen Teknologi Informasi Pada PT XYZ Menggunakan Framework COBIT 5

PT XYZ is an agri-food company that has us ed the information technology for its company's operations. Information technology management at PT XYZ requires an audit to determine the level of information technology capability on PT XYZ and it provides a recommendations for business process improvements to achieve the business objectives of the company. Since this audit is intended to assess the managerial and technical aspect of information technology, audit of PT XYZ is conducted by applying COBIT 5 framework. Procedure of COBIT 5 consists of audit plans, audit preparation phase, the implementation phase of the audit, and audit reporting stage. This audit measures the capability level of information technology management at the sub-domain Manage Strategy (APO02) Manage Enterprise Architecture (APO03) Manage Relationships (APO08) Manage Suppliers (APO10) Manage Requirements Definition (BAI02) Identification Solutions Manage and Build (BAI03), and Manage Knowledge (BAI08). Based on evaluation using COBIT 5, PT XYZ is in the level 2.6 out of 5. Due to the rounding index value, the measurement results are at level 3 (Established Process) while the company's expectation level is at level 5. The level difference occurs because PT XYZ has not conducted a review, evaluation, and report of the settlement. Therefore, companies need to improve information technology management in achieving the company's business goals.
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks

This paper describes our system for the Sem-Eval 2019 Task 4 on hyperpartisan news detection.We build on an existing deep learning approach for sentence classification based on a Convolutional Neural Network.Modifying the original model with additional layers to increase its expressiveness and finally building an ensemble of multiple versions of the model, we obtain an accuracy of 67.52 % and an F1 score of 73.78 % on the main test dataset.We also report on additional experiments incorporating handcrafted features into the CNN and using it as a feature extractor for a linear SVM.
Development of the 3D User Interface Using the Hand Gesture

We suggest the 3D user interface of the non-contact using the hand gesture in the field of the human computer interaction. Move a hand and measure information of the movement with various sensors and make a model on a computer and really reproduce it. Recognize the form of the finger using a bending sensor in this study. Set a hand gesture by the above. Perform image processing and acquire the information of the X-Y coordinate with using an infrared camera and infrared LED. The z-coordinate measures the distance between the screen and sets it with using a supersonic wave sensor.
Error Analysis on English Translation from Indonesian on Public Facilities in Semarang City

Delivering exactly and accurately the same message of a text under minor bias and without any form and meaning shifts in another language has always becoming the final-purpose of a translation process as the main objective of translation is transferring the message of a text in one language into another one by highly considering on how the readers of another language will understand and enjoy the translation while obtaining the needed information. Most of the time, the difficulties of expressing similar message in another language lays on the different interpretation due to the different culture. To deal with it, a translator must be a ‘balance-bilingualist’ as she/he must understand well the languages involved in the translation process. Sometimes, the error in translation occurs when the structure of the first language/the source language (SL) of the translator influence the translation in second language/ target language (TL). To analyse the error, Error Analysis Theory from Richard (1974) and Types of Error in producing English from Dulay (1982) is used as it is aimed at revealing the kinds or error along with the factors influencing the error. This research is done to describe the error in public translation such as billboard, banner and decoration containing wise words around Semarang City to show the kinds of error and the factors influencing those errors along with the way the translator translate the text under Translation Theory from Catford (1965) and Nida and Taber (1969) also Translation Model from Venuti (2000) and Translation Method and Technique/ Procedure from Vinay and Darbelnet (1958). The result shows that most of the errors are in generalization that happened as a result of the influence of the first language/SL structure and writing system that is different with that of the second language/TL.
An Inquiry on Japanese Language Education in Indonesia: A focus on the curriculum and its’ implementation

The number of Japanese language learners in Indonesia has reached second place in the world (The Japan Foundation, 2015). However, Japanese language skills of learners in Indonesia are still very far behind from other countries, especially China and South Korea. Therefore, this study aims to discuss the causes of the lack of development on Japanese language learning abilities in Indonesia with the curriculum approach used. To answer these problems, author analysed data by The Japan Foundation, interviewed Japanese language teachers at one national high school in Bandung, and reviewed the curriculum that was being used. The results showed that most of Japanese language learners in Indonesia are at the secondary education level and mostly are high school students. However, the purpose of the Japanese language teaching curriculum in high schools in Indonesia does not require students to master Japanese to the upper level. Therefore, even though the number of Japanese language learners in Indonesia is large, but because the target of language acquisition is low, the Japanese language ability also tends to be low.
PENCEGAHAN TERJADINYA RESIKO DE QUERVAIN SYNDROM PADA PENGGUNA GADGET

Background: The use of Information and Communication Technology (ICT) devices is very broad, almost all human activities cannot be separated from technological devices, one example of which is the use of gadgets such as mobile phones, smartphones and tablets. Not many realize that using a gadget can pose a number of risks. Risks that can arise are De Quervain Syndrome. De Quervain Syndrome is a form of inflammation of the tendon membrane which is accompanied by pain at the base of the thumb extending to the lower arm, the presence of tendon swelling and causing and involving the narrow tendon movement (known as tenosynovitis) which is in synovial sheaths, that is covering the abductor pollicis longus and extensor pollicis brevis muscles. The purpose of this community service is to find out the impact of knowledge on the prevention of the risk of de quervain syndrome in gadget users at Muhammadiyah 2 Vocational School Pekanbaru-Riau.&#x0D; Methodology: this community service is in the form of lectures and discussions, examinations and measurements of early detection on the scale of pain with a VAS (Verbal Analog Scale) scale. Descriptive data analysis technique.&#x0D; Results and discussion: of community service activities were attended by students with a total of 54 people ranging in age from 15 to 17 years. In the number of students 54, the average value of pre-test and post-test, there is an increase in knowledge by 40%.&#x0D; Conclusion: There is an impact of increasing knowledge in students about the benefits of preventing the risk of de quervain syndrome in gadget users at Muhammadiyah 2 Vocational School Pekanbaru-Riau.&#x0D; Keywords: De Quervain Syndrom, Verbal Analog Scale, Gadget
AN INVESTIGATION OF LISTENING COMPREHENSION STRATEGIES USED BY SIXTH SEMESTER STUDENTS OF ENGLISH EDUCATION STUDY PROGRAM AT UNIVERSITY OF BENGKULU

This research aims to find out the listening comprehension strategies used by sixth semester students of English Education Study Program at University of Bengkulu. The subject of this research is all sixth semester students of English Education Study Program in academic year 2017/2018. This research was using descriptive quantitative as the methodology and the data was collected by using questionnaire as the instrument. The questionnaire consisted of 35 items which represent the use of listening comprehension strategies from cognitive, metacognitive, and socio-affective strategies. This research uses Statistical Package for Social Sciences (SPSS) version 22 to analyze the data. Oxford’s (1990) rating scheme for strategy use was used to determine the category of listening comprehension strategies use. The result of data analysis shows that students use cognitive, metacognitive, and socio-affective strategies in listening comprehension. Cognitive strategy was used as the most highly use of strategies in listening comprehension with the mean score 3.54 (high), followed by socio-affective strategy with the mean score 3.43 (moderate) and metacognitive strategy with the mean score 3.4 (moderate). From the results, it is concluded that students are using strategies mostly when doing a listening task at the classroom, by using the lexical and grammatical competences also background knowledge to understand the listening materials.
Applying OK4R to Embellish Reading Comprehension

This research intends to know the effect of OK4R in English reading comprehension.The sample is 32 eleven graders of MA Nurul Jadid Paiton.A pretest-posttest design was used as a research design.The data was analyzed by Paired Sample T-test.The result shows significant differences between means (.000<.05).It means that OK4R distribute the successful of learning reading
Rule-base formulation for clips-based work ergonomic assessment

Modern societies are dominated by computer-based work.As a result, people tend to be seated for most of their working life.Prolonged sedentariness is known to significantly increase the risk of developing unwanted conditions.This paper presents the development of a rule-based expert system module using CLIPS that provides ergonomic assessment.The system was validated by evaluating pre-recorded user logs from real-life office environments.The tests showed that the system is able to perform the required basic assessment functionality, thus, the implementation of more complex features to advance its development is viable.
Концептуальный инструментарий цифровизации, измерения и оценки использования результатов научных исследований и публикаций в политике Российской Федерации

To assess the use of research results and publications in the field of social sciences and humanities in the policy of the Russian Federation, the authors proposed a comprehensive analytical-digital method. It consists of a system of vectors and questionnaires based on three stages of the formation of the policy of the Russian Federation. They are 1) development («Development of the Policy of the Russian Federation: Assessment of the Role of science and scientific publications»); 2) functional assessment («Implementation of the Policy of the Russian Federation: Global Scientific Assessment of Functions»); and 3) effectiveness («Scientific Effectiveness and Problems of the Policy of the Russian Federation»). The authors consider a benchmarking method (a comparative analysis of national indicators with indicators of other countries and international organizations), as well as a method of digitalization and vectorial document-cognitive citation. The rating system proposed in the article allows evaluating the policy from the point of view of the public, an independent professional scientific and business community. In conclusion, the authors suggest creating a research center on the base of public-private partnership, which would deal with issues of measurements and assessments of the role of science within the stages of development and implementation of the state policy.