Reviewerly/exHarmony huggingface dataset:
Multi-platform Process Flow Models and Algorithms for Extraction and Documentation of Digital Forensic Evidence from Mobile Devices

The increasing need for the examination of evidence from mobile and portable gadgets increases the essential need to establish dependable measures for the investigation of these gadgets. Many differences exist while detailing the requirement for the examination of each gadget to help detectives and examiners in guaranteeing that any kind of evidence extracted/ collected from any mobile device is well documented and the outcomes can be repeatable, a reliable and well-documented investigation process must be implemented if the results of the examination are to be repeatable and defensible in courts of law. In this paper, we developed a generic process flow model for the extraction of digital evidence in mobile devices running on Android, Windows, iOS, and Blackberry operating systems. The research adopted a survey approach and extensive literature review as a means to collect data. The models developed were validated through expert opinion. Results of this work can guide solution developers in ensuring the standardization of evidence extraction tools for mobile devices.
PENGENALAN BUDAYA JEPANG DAN PENGUATAN KEMAMPUAN BAHASA JEPANG MELALUI JLPT PADA SISWA MAN 1 PASURUAN

Japanese is one of the foreign languages that many students learn in Indonesia, including at MAN 1 Pasuruan. Students of MAN 1 Pasuruan have a great curiosity about Japanese culture, especially about the lives of Japanese high school students, shodou 'Japanese calligraphy', Japanese language, and JLPT (Japanese Language Proficiency Test). However, learning Japanese at MAN 1 Pasuruan has limited learning time, so that during learning hours it is more focused on teaching basic Japanese, while teaching about Japanese culture and JLPT is still very necessary. Therefore, this community service activity aims to increase students' understanding and interest in Japanese culture and language so that students can measure their own learning success and Japanese language skills with JLPT test. This community service activities were carried out at MAN 1 Pasuruan using a blended method which was attended by 50 students (40 students via online and 10 students via offline) from class X Language, XI Language, and XII Language by introducing Japanese high school life, simulations of JLPT test, as well as demonstrations and shodou workshops by native speakers and experts who expert in their fields. The high activity and enthusiasm of students shows that this community service program is very much needed by MAN 1 Pasuruan to accommodate the needs and to increase students' interest in learning Japanese language and culture that has been learned during teaching and learning activities in class.
PEMETAAN PELATIHAN PENULISAN ARTIKEL ILMIAH UNTUK MENDUKUNG PROFESIONALISME GURU

Instead of teaching, teachers are expected to have the ability to write scientific papers as one of the efforts to develop their professionalism. Teachers' challenges in writing scientific papers are mostly due to having limited time to conduct research and some of them are clueless to the rules of scientific paper writing. The purpose of this devotional is to map the needs of English teachers in increasing professionalism through writing scientific papers. The method employed to achieve this goal is to provide research assistance and article writing for journals at least within 30 hours. Recent devotional is a replication of the previous devotional that has been conducted in partnership with the English MGMP of SMA/SMK in Malang which has proven effective and has succeeded in assisting 6 teachers in publishing journal articles. Social engagement is applied to English teachers in kabupaten Malang dan kota Batu. Through this activity, it is expected to find the obstacles and challenges faced by English teachers in writing scientific papers to improve teacher professionalism.
Behind the scenes: an interview with Pierre Beyssac

Pierre Beyssac, who launched EU.org around 1995 and was the co-founder of Gandi, a French company which profoundly disrupted that country's growing market of domain names, reflects on his path from the 1980s to the beginning of the 2000s. He was one of these discreet but central players of the French Web scene of the 1990s and 2000s, who experienced these tremendous times as a user, then as a “pro-am” and finally as a web professional.
Bayes Point Rule Set Learning

This paper proposes an effective bottom-up extension of the popular FIND-S algorithm to learn (monotone) DNF-type rulesets.The algorithm greedily finds a partition of the positive examples.The produced monotone DNF is a set of conjunctive rules, each corresponding to the most specific rule consistent with a part of positive and all negative examples.We also propose two principled extensions of this method, approximating the Bayes Optimal Classifier by aggregating monotone DNF decision rules.Finally, we provide a methodology to improve the explainability of the learned rules while retaining their generalization capabilities.An extensive comparison with state-of-the-art symbolic and statistical methods on several benchmark data sets shows that our proposal provides an excellent balance between explainability and accuracy.
A Statistical and Machine Learning Approach to Analysing Faults and Dykes at South Deep Gold Mine.

Summary In this study we demonstrate the use of modern statistical and machine learning based methods to improve the numerical modelling of seismically mapped geological structures from the Far West Rand Goldfields situated on the northwestern rim of the world’s premier gold region, the Witwatersrand Basin. The Wrench Fault (WF) separates South Deep mine into two distinct blocks and exhibits a mean dip of 51° to the north. It is one of the main concerns of the mine due to its complex geometry and how it affects mine operations, safety, and resource estimation. Our study of the WF is based on two aims: Firstly, to construct and analyze the surface of the WF using thin-plate splines and secondly, to develop a regression model that attempts to predict the throw across the fault plane. We then quantify and represent the mean plunge, trend, and azimuth of the regional and unmined area of interest geological planes using basic rose diagrams and modified stereonets. Our dataset consists of dip and azimuth data of 126 faults of which 19 are regional structures and 107 are from an unmined area of interest. The throw, dip and azimuth were measured from the 2003 Kloof-South Deep seismic data.
Phonetic erosion and information structure in function words: the case of mia

The purpose of this paper is to examine the prosodic correlates of a grammaticalisation process that leads to the formation of a function word.In particular, our case study will tackle the pattern of negation renewal known as Jespersen's Cycle (JC).In JC, a negative reinforcer carrying contrastive meaning grammaticalises to a function word denoting polar negation.We want to show that this change fits in with prosodic change: specifically, the grammaticalised item undergoes prosodic reduction.We test the latter hypothesis on the peculiar Italo-Romance dialect Gazzolese, where mia, the particle undergoing JC, can be used both as the erstwhile contrastive function and as a function word denoting negation (it can appear, for example, in Broad Focus statements).The results confirm that when mia is used as a function word, it displays a shorter duration, a reduced intensity excursion, and does not associate with a pitch accent, in comparison to the original contrastive context.These results show that the change in function word can be appreciated on different phonetic/phonological levels: the metrical one and the intonational one, mediated through the role of the lexical item within information structure.
Pelatihan Online Pembuatan Totebag Menggunakan Kresek Bekas dan Kain Perca

Currently, social media is widely used for negative activities or things, for example fraud and account break-ins. Many activities are carried out online, for example: school and work which is known as work from home. So all activities are more focused on gadgets. To maximize time productively, it is necessary to hold activities that hone skills. In addition to filling time, these skills can be used to create works that are marketable so that they can increase income. The implementation of online training with knitting activities to make handicrafts such as totebags is expected to be able to help the community, especially members of the LINE Learning Knitting and Sewing Group, to make more use of social media and to be more productive in their time. The activity was carried out in the LINE group to learn knitting and sewing. In order to reduce the existing problems, namely helping the community in using social media wisely and spending their free time productively when PPKM is in progress by adding knitting skills which can be sold so that they can increase their income and reduce plastic waste by using totebags for shopping bags. and utilizing crackle waste, cloth into a masterpiece.
Effectiveness of Using Personal Photograph as Media in Teaching Writing of Descriptive Text at SMK Sore Tulungagung

This research aimed to determine the effectiveness of students' writing descriptive text taught using Personal Photograph at tenth-grade students of SMK “Sore”. In this research, the researcher used pre-experimental with a one- group pretest-posttest design. The instrument of this research was a test. The researcher gave a pre-test to the student, and then treatment about writing using Personal Photograph. After that, the researcher gives the student post-test. The population was all students of grade tenth SMK “Sore” Tulungagung with 800 students. The researcher used purposive sampling was taken X TITL 1 as the sample with total was 27 students. After getting enough data, the researcher calculated the data using the t-test. Based on the computation, the mean score of the pre-test is 5.70 and the mean of the post- test 8.41. The t-value is -9.782 consulted to the t-table at the -2.056 significance level to see whether the hypothesis is accepted or rejected. It means that t-value is lower than t-table. So, it can be stated that the hypothesis is accepted. Based on the result analysis, the researcher then concludes that using Personal Photograph effectively improved the students’ writing descriptive text at the tenth-grade students of SMK “Sore” Tulungagung.
The Initial Reading Comprehension Profile of EFL Learners

Reading is important in EFL learning since it helps learners build their language acquisition as well as obtain knowledge and information. The goal of reading is comprehension. To develop EFL leaners’ reading comprehension, reading strategy used should be carefully chosen; and the strategy should consider the initial comprehension profile of the learners. The paper reports a study at finding out the initial reading comprehension profile of EFL learners. The study was conducted in Universitas Nasional Karangturi involving first semester students of English Education Department taking Engagement Reading class. This is a descriptive research with mixed method design. The data were in the form of students’ scores collected by using reading test taken from Cambridge IELTS Academic Reading test. The data were then analysed by using statistical analysis. The study shows that the students’ mean score is 4, which means they are at A2 level of English according to Common European Framework of Reference for Languages (CEFR). The students at this level are able to comprehend simple texts about issues that are familiar with language related to everyday activities with high-frequency words. Furthemore, based on the students’ performance on each component of IELTS reading test, the study indicates that the students get the highest score on the component of reading for details (33.8%). It means that the students are at the literal level of reading comprehension
Improving The Tenth Grade Students’ Ability of Writing Descriptive Text Using Town Map at Sma Negeri 2 Trenggalek

The objective of the research is to know how Town Map can improve the tenth-grade students’ ability of writing descriptive text at SMA Negeri 2 Trenggalek in the academic year 2012/2013. The research design used was collaborative action research. This research was conducted in two cycles and each cycle was divided into four stages, they are planning, acting, observing, and reflecting. The subjects of this study were students of class X-G in the academic year 2012/2013 which consisted of 35 students. The research instruments used were tests, questionnaires, observation sheets, and field notes. Data collected with observation sheets were analyzed qualitatively, while data collected by tests and questionnaires were analyzed quantitatively. The result of this research showed that the use of Town Map can improve the writing ability of X-G class students of SMA Negeri 2 Trenggalek in writing descriptive text. This can be seen from the increase of the percentage in the pre-test, post-test in cycle one, and post-test in cycle two. The results of the pre-test showed that only 10 students (29%) out of 35 students successfully passed the writing test. Then, in the first post-test cycle there were 17 (49%) of 35 students passed and 30 students (86%) of 35 students succeeded and had achieved the success criteria in the second cycle.
Initial Speaking Ability of English Education Department Freshmen of Universitas Nasional Karangturi

Future English teachers need to have excellent communication skills in English at all cost. One of the important skills to master is speaking because it often represents a teacher overall competence in the eye of the students. This research is aimed to identify the initial speaking ability of the future English teachers who were still in the first semester in their study. This study was designed using descriptive qualitative research method employing observation, questionnaires, students’ speaking assessment using IELTS speaking test format, as well as interview. The participants of this study were 8 freshmen of the English Education Department, Universitas Nasional Karangturi. The data analysis employed in this study was inductive analysis based on Burns (2010) and Hatch (2002). The results show that the majority of the students (75%) display low performance (basic user level) whereas only two of them (25%) had quite good results (independent user level). It was due to their lack of practice because they are still at the beginning stage in their English studies and have not been very mush exposed to natural English communication. Obviously, they need to have supportive environment to learn speaking and this is going to be a huge challenge for the lecturers in ensuring that by the time they graduate they have sufficient speaking competence to handle the teaching job. Second, based on the questionnaire, students do not think that their first language hinders their ability in learning English, rather, they are of the opinion that their experience in learning their first language actually helps them to learn English
Sharing Eye Gaze in Mixed Reality Remote Collaboration System

This paper explored the effect of using eye gaze pointer in addition to the hand gesture visual communication cue in remote collaboration. We recruited 24 participants and conducted a user study comparing two conditions: (1) only hand gesture visual communication cue, and (2) eye gaze pointer with hand gesture visual cue. The results showed that the added eye gaze pointer cue reduced the workload and increased the co-presence when using it together with hand gesture cue.
Federated learning over private 5G networks

As the beyond 5G era approaches, the number of private 5G networks that can effectively support various vertical services continues to increase. Naturally, federated learning (FL) is in the spotlight as a learning method without data leakage on multiple private 5G networks. However, existing studies focus on algorithm-centric theoretical approaches without considering 3GPP standards and implementation. In this demonstration, we present how FL works in private 5G networks by using network data analysis function (NWDAF), a new 3GPP network function. We configured a distributed NWDAF environment and private 5G networks using Free5GC, a well-known 5G open source project.
Five Sets of Codebook for Content Analysis

4 and 5; 4 -page 6 and 7; 5 -page 8 and after; 0 -not available.
Probability and Statistical Inference

An R Companion for The Fundamentals of Social Research offers students the opportunity to delve into the world of R using real data sets and statistical analysis techniques directly from Paul M. Kellstedt, Guy D. Whitten, and Steven A. Tuch's new textbook. Workbook sections parallel chapters in the main text, giving students a chance to apply the lessons and techniques learned in each chapter in a statistical software setting. Detailed chapters teach students to reproduce results presented in the textbook, allowing them to become comfortable performing statistical analyses for evaluating causal claims through repeated practice. Step-by-step instructions for using R are provided, along with command lines and screenshots to demonstrate proper use of the software. Instructions for producing the figures and tables in the main text are integrated throughout the workbook. End-of-chapter exercises encourage students to formulate and evaluate their own hypotheses.
Electron beam chiral diffraction radiation in isosceles right triangle light-well

&lt;sec&gt;Electron beam diffraction radiation source has the advantages of small size, wavelength tunability, and polarization controllability, showing great potential applications in nanophotonic circuits. However, studies of optical chirality of electron beam diffraction radiation are relatively scarce. The optical chirality of electron beam diffraction radiation in isosceles right triangle light-well is realized and demonstrated in this work. The light-well consists of twelve alternating layers of gold and silicon dioxide, and the electron beam diffraction radiation originates from oscillating dipole sources within the light-well. In the case of the electron beam injected at the geometrically asymmetric position within the structure, the diffraction radiation signal with a maximum chirality of more than 40% can be obtained. By changing the injection position of the electron beam, the state of the optical chirality can be effectively controlled, and even the inversion of the chirality can be realized.&lt;/sec&gt;&lt;sec&gt;By analyzing the vacuum electromagnetic mode in the system and the dynamic evolution of charge distribution in the gold layer, a reasonable theoretical explanation is provided for the generation of the chiral optical effect. A semi-analytical model for explaining the optical chirality of electron beam diffraction radiation is given by solving the incident electromagnetic field and the waveguide modes in the light-well. The observed difference between left-handed circularly polarized and right-handed circularly polarized signals originates from the asymmetry between left-handed and right-handed electromagnetic modes in the light-well caused by the geometrically asymmetric positional excitation, which ultimately leads to far-field chiral radiation determined by the electromagnetic field within the light-well. In addition, the simulation results of the surface charge distribution of the top gold film of the light-well reveal the correlation between the dynamic evolution of the surface charge distribution and the radiation chirality.&lt;/sec&gt;&lt;sec&gt;The advantages of nanoscale focusing and moving of electron beam excitation source make the optical chirality of electron beam diffraction radiation have more flexible adjustment potential. The proposed physical mechanism and unique experimental platform not only provide new ideas for manipulating optical chirality on a nanoscale, but also lay the foundation for binary information processing and integration in nanophotonic circuits and chiral nano-light-sources in the future.&lt;/sec&gt;
РОЗРОБЛЕННЯ ТА ВПРОВАДЖЕННЯ ПЕДАГОГІЧНОЇ СИСТЕМИ ФОРМУВАННЯ ЕКОЛОГІЧНОЇ КОМПЕТЕНТНОСТІ МАЙБУТНІХ УЧИТЕЛІВ ПРИРОДНИЧИХ ДИСЦИПЛІН В ОСВІТНЬОМУ ПРОЦЕСІ ЗАКЛАДІВ ВИЩОЇ ОСВІТИ 

The problem of formation of ecological competency of applicants for higher pedagogical education requires a comprehensive and systematic approach to its solution. To this end, a pedagogical system has been developed that reflects all pedagogical laws and
Cryptocurrency Market and Tax Regulations in Turkey: an Analysis in the European Emerging Economy

The aim of the article: The purpose of this study is to provide a thorough review of the current state of cryptocurrency market and how governments perceive and deal with the threats and opportunities brought by the block chain technology. Cryptocurrencies were certainly the most popular investment in the last decade with a skyrocketing trading volume. However, cryptocurrency abilities in money laundering, financing terrorism and tax evasion overshadow the great opportunities and potential of this new technology. Therefore, the major economies in the world have been working on an efficient and effective strategy to control and tax the cryptocurrency market. In this study, the current state in Turkey regarding cryptocurrency taxation is analysed and a tax system is proposed. The authors claim that the Tobin tax, or in other words, low tax rates would be the best tax system to be applied in Turkey.&#x0D; Methodology: The study is based on a detailed literature review on the subject, academic papers, news releases and legal acts of the USA, Europe and Turkey. Different attitudes of varied groups are discussed and proposed solutions in the subject are being considered.&#x0D; Results of the research: Cryptocurrency market has a great potential and block-chain technology is full of opportunities. However, it is essential to control this market without harming the appeal of cryptocurrencies, yet this is not an easy task. Therefore, we argue that Turkey should extend the usage of cryptocurrencies, create a tax strategy with low tax rates and we claim that a regulation similar to the Tobin tax application would be effective here.
HUBUNGAN MINAT BELAJAR DENGAN KENAKALAN REMAJA KELAS XII DI SMK TI PABAKU STABAT

Panca Baku Abdi (PABAKU) Stabat Private Vocational School, which is located at Jl. Pringgodani No. 813, Karangrejo, Stabat District, Langkat Regency, North Sumatra. With the status of ownership of the foundation, and accredited B. is shaded by the principal, Mrs. Sri Ramadhani and Mrs. Susi Linawati as the operator, with a learning schedule that is held in the morning.PABAKU Stabat Private Vocational School consists of 8 classes, and is divided into 3 majors, namely; Light Vehicle Engineering (TKR), Computer Network Engineering (TKJ), and Office Administration (ADP).This type of research is a quantitative research with a number of subjects of 80 students, selected by purposive sampling, from the subject data collected using a scale of interest in learning and juvenile delinquency. The results showed that the correlation value was -0.259 (P&gt; 0.05), the linear value was 0.122 (P&gt; 0.05). This means the results of the study are linear. The data were analyzed using the nonparametic correlation analysis technique and the results obtained were r = -0.259 and a significance value of 0&gt; (0.05), this states that the relationship between learning interest and juvenile delinquency is accepted which means that Ha is accepted and H0 is rejected. Thus, there is a relationship between interest in learning and juvenile delinquency.