bluuebunny/crossref_metadata_2025_split huggingface dataset:
Klasifikasi Aplikasi Android menggunakan Algoritme K-Means dan Convolutional Neural Network berdasarkan Permission
Authors: Turnip Togu Novriansyah , Manik Pratiwi Okuli , Tampubolon Jhon Harry , Siahaan Patota Adi Petro 
Published: June 2020

Convolutional Neural Network (CNN) adalah salah satu metode multilayer perceptron yang dapat melakukan klasifikasi aplikasi lebih dari dua kelas. Penelitian ini mengklasifikasikan aplikasi ke dalam tiga kelas, yaitu kelas aplikasi tidak berbahaya, mengandung malware kurang berbahaya, dan mengandung malware berbahaya. Dataset yang digunakan pada penelitian ini terdiri dari dataset Androsec dan Koodous dengan total data 37289 aplikasi. Dataset mengandung aplikasi undetected (tidak mengandung malware) dan detected (mengandung malware). Data detected perlu dikelompokkan dengan algoritme k-means sehingga menghasilkan kelompok aplikasi kurang berbahaya dan berbahaya berdasarkan tingkat kemiripan fitur permission yang dimiliki aplikasi. Kerangka kerja meliputi dataset preprocessing, learning and classification algorithm using CNN, dan check APK to Model. Tingkat akurasi terbaik yang didapat pada penelitian ini adalah 92,23% dan dapat mengklasifikasikan ke dalam kelas tidak berbahaya, kurang berbahaya, dan berbahaya. AbstractConvolutional Neural Network (CNN) is a multilayer perceptron method which able to classify apps more than two classes. This paper describes classification into three classes such as benign/no malware, less harmful, and harmful application. In this research, we use and construct dataset from Androsec and Koodous with total 37289 apps. Dataset consists of undetected (no malware) and detected (consists of malware). Detected files need to clustered with k-means algorithm to clasify apps into less harmful and harmful based on apps permission similarity. The framework includes dataset preprocessing, learning and classification algorithm using CNN, and check APK to Model. In this research, we get the best accuracy 92,23% and able to classify apps into three classes benign, less harmful, and harmful.
Peningkatan Akurasi Mesin Penerjemah Bahasa Inggris - Indonesia dengan Memaksimalkan Kualitas dan Kuantitas Korpus Paralel
Authors: Sujaini Herry 
Published: June 2020

Korpus paralel memiliki peran yang sangat penting dalam mesin penerjemah statistik (MPS). Korpus paralel yang diperoleh berbagai sumber biasanya memiliki kualitas yang kurang baik, sedangkan kuantitas korpus paralel merupakan tuntutan utama bagi hasil penerjemahan yang baik. Penelitian ini bertujuan untuk mengetahui efek ukuran dan kualitas korpus paralel di MPS. Penelitian ini menggunakan metode bilingual evaluation understudy (BLEU) untuk mengklasifikasikan pasangan kalimat paralel sebagai kalimat berkualitas tinggi atau buruk. Metode ini diterapkan ke korpus paralel yang berisi 1,5 M pasangan kalimat Inggris-Indonesia paralel dan memperoleh 900K pasangan kalimat paralel berkualitas tinggi. Beberapa sistem MPS dengan berbagai ukuran korpus paralel mentah dan korpus berkualitas tinggi yang difilter dilatih dengan MOSES dan dievaluasi kinerjanya. Hasil percobaan yang dilakukan menunjukkan bahwa ukuran korpus paralel merupakan faktor utama dalam kinerja terjemahan. Selain itu, kinerja terjemahan yang lebih baik dapat dicapai dengan korpus berkualitas tinggi yang lebih kecil menggunakan metode filter berkualitas. Hasil eksperimen pada MPS bahasa Inggris-Indonesia menunjukkan bahwa dengan menggunakan 60% kalimat yang kualitas terjemahannya baik, kualitas terjemahan dapat meningkat sebesar 7,31%. AbstractThe parallel corpus has a very important role in the statistical machine translator (SMT) system. The parallel corpus obtained by various sources usually has poor quality, while the quantity of parallel corpus is the main demand for good translation results. This study aims to determine the effect of the size and quality of parallel corpus at SMT. This study uses the bilingual evaluation understudy (BLEU) method to classify pairs of parallel sentences as high-quality or bad sentences. This method is applied to a parallel corpus containing 1.5 M parallel English-Indonesian sentence pairs and obtaining 900K pairs of high-quality parallel sentences. Some SMT systems with various sizes of raw parallel bodies and high-quality corpus filtered are trained with MOSES and evaluated for performance. The experimental results show that the size of the parallel corpus is a major factor in translation performance. In addition, better translation performance can be achieved with a smaller high-quality corpus using a quality filter method.The experimental results in the English-Indonesian SMT show that by using 60% of sentences whose translation quality is good, the quality of the translation can increase by 7.31%.
Implante de shunt ventrículo peritoneal en el paciente adulto. Un nuevo protocol
Authors: Villalonga Juan F. , Giovannini Sebastián , Caffaratti Guido , Lorefice Emiliano , Centeno Tomás Ries , del Pont Francisco Marcó 
Published: June 2020

Introducción:La colocación de un shunt ventrículo-peritoneal, a pesar de considerarse un procedimiento de baja complejidad, puede devenir en una serie de complicaciones. Nuestro equipo quirúrgico desarrolló e implementó a partir de junio de 2016 un nuevo protocolo. El objetivo del presente trabajo es: describir e ilustrar paso a paso la técnica quirúrgica utilizada y demostrar que el uso del “nuevo protocolo” disminuye significativamente las complicaciones asociadas al procedimiento.Material y métodos:Desde junio de 2014 a noviembre de 2017 se intervinieron 184 pacientes en relación a sistemas de derivación de LCR. Se realizó un estudio retrospectivo que incluyó los pacientes con colocación primaria de shunt ventrículo-peritoneal (n=114). El seguimiento promedio fue de 14,2 meses (rango 6-38). Para el análisis estadístico se dividió a la muestra en 2 grupos: “protocolo previo” (n=59) y “nuevo protocolo” (n=55). Para describir la técnica quirúrgica se utilizó el archivo fotográfico y los partes quirúrgicos.Resultados:Se describió la técnica quirúrgica en 7 fases. La cantidad de pacientes con alguna complicación fue significativamente menor luego de implementar el “nuevo protocolo” (20% versus 39% respectivamente;p=0,04). En el grupo “nuevo protocolo” no se registró infección alguna asociada a shunt.Conclusión:Se presentó e ilustró, de manera clara y detallada, la técnica de colocación de shunt ventrículo-peritoneal en 7 fases. Esta técnica, junto a una serie de normas, constituyen un “nuevo protocolo”. La aplicación de éste disminuyó significativamente las complicaciones asociadas al procedimiento. La tasa de infección “cero” no es una utopía.
Two factor authentication framework based on ethereum blockchain with dApp as token generation system instead of third-party on web application
Authors: Putri Marsha Chikita Intania , Sukarno Parman , Wardana Aulia Arif 
Published: June 2020

Authentication is a method for securing an account by verifying the user identity by inputting email with a password. Two factor authentications is an authentication system that combines the first-factor authentication with the second factor. General two factor authentication by entering an email or username with a password are similar. However, two factor authentication requires additional information that must be inputted by the user. Additional information can be in the form of tokens or one-time passwords (OTP). Two factor authentications generally still uses third-party services to generate token or OTP still have vulnerable because can attacked from tokens steal through MITM and found that the generated tokens with the same value. Therefore, we propose a two-factor authentication framework based on ethereum blockchain with dApp as token generation system. Firstly, outcome from the analysis of the system, next succeeded in creating a two-factor authentication system without using third-parties. Second, token system generate up to 3164 different tokens in one second and has been collisions tested. Third, security method to protect token from MITM attack. The attacker unable to get access caused all the checking are done by dApp user authentication.
Community pharmacists’ role in preventing opioid substitution therapy-related deaths: a qualitative investigation into current UK practice
Authors: Yadav R , Taylor Denise , Taylor G , Scott J 
Published: June 2020

© 2019, The Author(s). Background Opioid substitution therapy involves prescribing of medical substitutes like methadone and buprenorphine to patients who are addicted to opioids. The majority of opioid substitution therapy dispensing in the UK is done by community pharmacists and they often see the patients on daily basis. It is unknown to what extent community pharmacists implement the policy to prevent overdose in patients receiving such treatment. Objective To explore what UK community pharmacists think about their role in preventing opium substitution-related deaths, their understanding of the risks associated with this substitution therapy and their views on what else community pharmacists could do to reduce such deaths. Setting Twenty four community pharmacists from two areas in UK (Worcestershire and Bath and North East Somerset). Method Between January and March 2013, community pharmacists providing opoin substitution therapy were interviewed in their pharmacy, using semi-structured interviews. Interpretative Phenomenology Analysis was used to analyse the data. Main outcome measure Thematically organised description of professional practice as reported by the participants against the clinical/practice guidance for opioid substitution therapy in UK. Results While participants felt their role to be essential in providing the service, they did not feel part of an integrated system. Participants’ ability to act in risk situations was affected by their knowledge, confidence in intervening in such situation, as well as the support they receive in providing the service. Conclusion Participants reported large differences in how ‘opioid substitution therapy’ services are provided in community pharmacy. Lack of knowledge among some pharmacists and lack of support in providing the service resulted in some patients at high risk not having their risks acted upon.
Framework approach in technology education
Authors: Lobashev V. D. , Talykh A. A. 
Published: June 2020

Introduction. The use of the frame approach in modern constructions of the educational process allows you to optimize energy consumption in the system of communication and learning, achieving an acceptable learning intensity. The logic of presentation of educational material when using the frame approach most fully corresponds to and optimizes the algorithms of the primary stages of filling in knowledge bases.Materials and methods. The experimental study was conducted at the Department of technology, fine arts and design of the Institute of pedagogy and psychology of Petrozavodsk state University. The following research methods were used: observation, systematization, analysis and synthesis, generalization and comparison. Scientific publications in periodicals and methodological materials on the use of the frame approach developed at universities were used as informative sources.Results. The article considers some features and problems of presenting educational information in the form of: frame-frames (reference notes), frame-schemes and frame-algorithms used, for example, in the process of studying technological operations: drilling, turning, filing, when performing course design tasks, organizing thematic conferences, etc.the use of the frame approach in professional training in higher education in pedagogical and engineering areas and specialties becomes Especially relevant.Discussion and Conclusions. Based on the results of the study, methodological recommendations for using the frame approach in the system of technological education are presented. Frame organization of all aspects of the learning process largely solves the problem of intensification of the learning process, including attracting the potential of fractal theory and practice of building innovative learning technologies.
A PROSPECTIVE STUDY INVOLVING COMPARISON OF ACOTIAMIDE WITH RABEPRAZOLE VS. DOUBLE DOSE RABEPRAZOLE IN PATIENTS HAVING OVERLAPPING SYMPTOMS OF PROTON PUMP INHIBITOR REFRACTORY GASTROESOPHAGEAL REFLUX DISEASE AND FUNCTIONAL DYSPEPSIA
Authors: Bari Ayesha Abdul , Hassan Dr. Syed Ibrahim , Sahar Aaminah Najmus , Safiyya Syeda Batool , Rasheed Asif 
Published: June 2020

Introduction: Gastroesophageal reflux disease (GERD) is a digestive disorder that affects the lower esophageal sphincter (LES). Functional dyspepsia (FD) is characterized by troublesome early satiety, epigastralgia or heart burn. It is often overlooked as the symptoms overlap with GERD. This study aims to compare the effectiveness of Acotiamide+Rabeprazole vs. a double dose of Rabeprazole in Indian population.
Method: In this study 60 patients diagnosed with PPI refractory GERD (taking PPI>8weeks) and FD with no gastric or duodenal organic abnormalities were randomly allocated in two groups. Group 1 received a combination of Acotiamide (200mg/day) +Rabeprazole (20mg/day) and group 2 received a double dose of Rabeprazole (40mg/day). Follow ups were done every month for 3 consecutive months. The frequency and severity of symptoms were assessed using standard Izumo scale and FSSG scale.
Results: The total score and GERD score from the baseline were significantly reduced in group 1 however the reduction in FD score from baseline did not differ significantly in the two treatment groups according to F-scale. The proportion of patients with ≥ 50% reduction in the total score for three upper gastrointestinal symptoms (heart burn, epigastralgia, and epigastric fullness) in the izumo scale was 96.7% in group 1 and 33.3% in group 2. Significant difference were noticed between the two groups. No serious adverse events were observed.
Conclusion: The combination group of Acotiamide+Rabeprazole was found to be more effective than double dose of Rabeprazole in reducing the overlapping symptoms of PPI refractory GERD and FD.
THE IMPLEMENTATION OF METACOGNITIVE STRATEGY TRAINING TO ENHANCE EFL STUDENTS ORAL PRESENTATION SKILL
Authors: Panggabean Christina Innocenti Tumiar , Triassanti Risa 
Published: June 2020

Doing oral presentation has been a common classroom activity for university students including EFL students for almost any subject they are taking, but the writer found that students still had problems with their presentation and could not do their presentation effectively. In order to do the task successfully, students need metacognitive skill because they need to think about the task, plan for the task, monitor the task, and evaluate how well they have done the task. To reach this purpose, teachers need to facilitate the process through strategy instruction, especially metacognitive strategy instruction. By applying metacognitive strategies, students will be more aware of the importance of their active role in their learning. This paper is intended to present metacognitive strategy instruction adopting Oxford’ metacognitive strategies to enhance EFL students’ oral presentation skill in their speaking class and the students’ responses toward the strategy instruction. Based on the analysis of the students’ performance, video recording, teacher evaluation, self evaluation, peer evaluation, and written reflection, they have done their oral presentation better, and they had positive responses toward metacognitive instruction and became more aware of themselves as learners who are responsible for their success.

Keywords: EFL students, Oral presentation skill, metacognitive strategy training
HUBUNGAN MANAJEMEN KONTROLING KEPALA RUANGAN DENGAN MOTIVASI DAN KELENGKAPAN PENDOKUMENTASIAN OLEH PERAWAT PELAKSANA DIRUANG RAWAT INAP RUMAH SAKIT
Authors: Friandi Riris , Suharti Netty , Harmawati Harmawati 
Published: June 2020

Manajemen kontroling adalah proses untuk mengamati secara terus menerus pelaksanaan kegiatan sesuai dengan rencana kerja yang sudah disusun dan mengadakan koreksi jika terjadi. Motivasi adalah dorongan individu untuk melakukan tindakan karena mereka ingin melakukannya. Dokumentasi keperawatan mempunyai porsi yang besar dari catatan klinis klien yang menginformasiakn faktor tertentu atau situasi yang terjadi selama asuhan dilaksanakan. Penelitian ini bertujuan untuk mengetahui hubungan manajemen kontroling kepala ruangan dengan motivasi dan kelengkapan pendokumentasian oleh perawat pelaksana di ruang rawat inap Rumah Sakit Umum Mayjend H.A Thalib Kerinci. Jenis penelitian ini deskriptif korelasi dengan desain Cross Sectional. Penelitian dilakukan diruang rawat inap Rumah Sakit Umum Mayjend H.A Thalib Kerinci Tahun 2014 melalui kuesioner dan observasi dilakukan pada bulan Juni. Sampel diambil secara total sampling dengan jumlah 52 orang. Hasil penelitian manajemen kontroling kepala ruangan dilakukan dengan baik sebesar 76,9%, motivasi perawat tinggi sebanyak 73,1% dan pendokumentasian dilakukan lengkap sebanyak 46,2%. Hasil uji statistik chi-square menunjukan ada hubungan yang bermakna manajemen kontroling kepala ruangan dengan motivasi perawat diperoleh nilai p=0,010 dan hubungan manajemen kontroling kepala ruangan dengan kelengkapan pendokumentasian juga bermakna dimana nilai p=0,045. Disarankan agar rumah sakit meningkatkan mutu pelayanan keperawatan dengan memberikan pelatihan, peningkatan jenjang pendidikan, memberikan penghargaan, memberlakukan system jenjang karir dan melakukan evaluasi kepada seluruh perawat untuk meningkatkan motivasi perawat.
ANALISIS HUBUNGAN TINGKAT PENGETAHUAN DAN SIKAP KELUARGA DENGAN KEMAMPUAN KELUARGA MERAWAT PASIEN PASCA STROKE
Authors: Simandalahi Tiurmaida 
Published: June 2020

Stroke is the third leading cause of death the most common after cardiovascular disease in the United States (WHO, 2014). The death toll reaches 160,000 per year and direct costs of 27 billion US dollars a year. Incidence varies from 1.5 to 4 per 100 population. The purpose of this study was to determine the relationship between the level of knowledge and attitude of the family with the ability of the family in caring for patients post stroke. This research is analytic with Cross Sectional Study design, conducted from August to September. The population of this study was the entire family of stroke patients who visited the clinic of Mayjhen H.A Thalib Kerinci Hospital with an average visit of 210 people. Sampling technique using Accidental Sampling, as many as 68 people. Data analysis was done univariat and bivariate using Chi Square test.More than half (51.5%) poor family ability, more than half (50.8%) low family knowledge level, more than half (54.4%) negative family attitudes. The result of chi square statistic test shows that there is correlation between family's knowledge level with family ability in caring for post stroke patient obtained p-value = (0.000) there is relationship between family attitudes with family ability in treating post stroke patient obtained p-value = (0.000). Need to do a thorough education to the families of patients on post-stroke patient care through the provision of open class as well as a mini demonstration.Keywords: Stroke; Knowledge; Attitude; Family Ability
Analisis Dan Implementasi Jaringan Komputer Brembuk.Net Sebagai Rt/Rw.Net Untuk Mendukung E-Commerce Pada Desa Masbagik Utara
Authors: Tantoni Ahmad , Ashari Maulana , Zaen Mohammad Taufan Asri 
Published: June 2020

One of the districts that is the central of the economy is Masbagik. The population working in the trading sector as traders in Masbagik Utara Village is almost 70%. Along with the times, buying and selling activities are not only have been done conventionally, but also through e-Commerce. E-Commerce must be supported by adequate information technology infrastructure, namely internet connection in its business processes.
Based on observations in the Masbagik Utara Village, businesses using internet connections from well-known ISPs in their business activities, and this is considered to be less economical in the e-Commerce activities. Therefore, research is conducted to analyze, design and implement rt / rw.net by giving the wifi network name "brembuk.net" which is expected to help provide a choice of solutions related to internet connection that will be used by e-Commerce businesses in Masbagik Utara village. The research uses PPDIOO method (Prepare, Plan, Design, Implement, Operate, Optimize).
The implementation of the brembuk.net computer network as rt / rw.net to support e-Commerce is one of the way to access cheap and stable internet and unlimited quota to access the internet in doing business for online businesses in Masbagik Utara village.
Pengaruh Kesadaran Wajib Pajak, Kualitas Pelayanan dan Pengetahuan Perpajakan Terhadap Kepatuhan Wajib Pajak Dengan Sanksi Perpajakan Sebagai Variabel Moderating (Studi Empiris Pada Wajib Pajak Orang Pribadi Di Kota Mataram)
Authors: Ghassani Nadhila 
Published: June 2020

This research aims to analyze the factors that influence of taxpayers awareness, qualityof services, tax knowledge, tax sanctions of taxpayers compliance. The sample of thisresearch are individual taxpayers that taken randomly in Mataram City. This researchis also using tax sanctions as a moderating variable.Â The respondents from thisresearch are 150 respondents. Data analysis method that used in this research areModerated Regression Analysis (MRA) and performed using SPSS for Windows.Theresults of this research indicated that awareness of taxpayers, quality of services, taxknowledge have a positive and significant influence of taxpayers compliance. Taxsanctions variable as a pure moderator that strenghten the relationship betweendependent variable and independent variables.Keyword: Taxpayers Awareness, Quality of services, Tax knowledge, Tax sanctions,Taxpayers compliance
ENTERPRISE RISK MANAGEMENT PADA CLOUD COMPUTING
Authors: Legawa Samudera Dipa 
Published: June 2020

Kemajuan teknologi informasi telah mengubah cara pengolahan informasi yang tadinya berupa mainframe ke komputer pribadi hingga ke komputasi berbasis web.Saat ini, banyak organisasi serius mempertimbangkan untuk mengadopsi teknologi cloud computing, Cloud computing (komputasi awan) merupakan gabungan pemanfaatan teknologi komputer (komputasi) dalam suatu jaringan dengan pengembangan berbasis internet (awan) yang mempunyai fungsi untuk menjalankan program atau aplikasi melalui komputer – komputer yang terkoneksi pada waktu yang sama. Akan tetapi penerapan cloud computing itu sendiri memunculkan beragam resiko, apalagi layanan cloud computing menggunakan pihak ketiga atau outsourcing. Oleh karena itu perlu ada manajemen resiko yang tepat dalam mengidentifikasi, menilai, dan memitigasi resiko terkait penerapan cloud computing. Pada makalah ini, telah berhasil dirancang sebuah model manajemen resiko pada penerapan cloud computing berdasarkan framework COSO Enterprise Risk Management (ERM). Kata kunci: Teknologi Informasi, Cloud Computing, Manajemen Resiko