Universitas Nusa Bangsa

Feature selection (FS) is one of the important tasks of data preprocessing in data analytics. The data with a large number of features will affect the computational complexity, increase a huge amount of resource usage and time consumption for data analytics. The objective of this study is to analyze relevant and significant features of huge network traffic to be used to improve the accuracy of traffic anomaly detection and to decrease its execution time. Information Gain is the most feature selection technique used in Intrusion Detection System (IDS) research. This study uses Information Gain, ranking and grouping the features according to the minimum weight values to select relevant and significant features, and then implements Random Forest (RF), Bayes Net (BN), Random Tree (RT), Naive Bayes (NB) and J48 classifier algorithms in experiments on CICIDS-2017 dataset. The experiment results show that the number of relevant and significant features yielded by Information Gain affects significantly the improvement of detection accuracy and execution time. Specifically, the Random Forest algorithm has the highest accuracy of 99.86% using the relevant selected features of 22, whereas the J48 classifier algorithm provides an accuracy of 99.87% using 52 relevant selected features with longer execution time.

Covid-19 is a disease caused by a corona virus that makes a pandemic in all countries, especially Indonesia. Covid 19 disease can be prevented including knowledge and compliance of the public in the use of masks as an effort to prevent Covid-19 disease. Preliminary preliminary survey revealed that there were 3 respondents with bad knowledge and 6 people in RT03 / RW08 Ngronggah were not compliant to wear masks. The purpose of this study was to determine the relationship between community knowledge and compliance with the use of masks as an effort to prevent Covid-19 in Ngronggah. This research was conducted using a descriptive quantitative survey method with cross sectional study approach. The population and sample were taken in total sampling, that is, all 62 RT RT / RW 08 Ngronggah communities. The research instrument used questionnaires and observation guidelines. Quantitative data analysis uses the chi-square relationship test. The results of this study of 62 respondents based on the results of the Chi-Square test of significance of p between independent variables namely community knowledge with the dependent variable compliance with the use of masks by 0.004 (p <0.05) then Ho was rejected and stated there was a relationship. The conclusion is that there is a relationship between public knowledge and compliance with the use of masks as an effort to prevent Covid-19 disease in Ngronggah. Suggestions should provide education about the importance of using masks to prevent and avoid the risk of Covid-19 disease

This study presents the first results of the National Abortion Survey (PNA, Pesquisa Nacional de Aborto), a household random sample survey fielded in 2010 covering urban women in Brazil aged 18 to 39 years. The PNA combined two techniques, interviewer-administered questionnaires and self-administered ballot box questionnaires. The results of PNA show that at the end of their reproductive health one in five women has performed an abortion, with abortions being more frequent in the main reproductive ages, that is, from 18 to 29 years old. No relevant differentiation was observed in the practice of abortion among religious groups, but abortion was found to be more common among people with lower education. The use of medical drugs to induce abortion occurred in half of the abortions, and post-abortion hospitalization was observed among approximately half of the women who aborted. Such results lead to conclude that abortion is a priority in the Brazilian public health agenda.

Abstrak: Berkembangnya teknologi informasi saat ini merambah pada seluruh bidang kehidupan masyarakat, termasuk bidang pendidikan. Pada era revolusi industri 4.0 diperlukan tiga literasi yaitu literasi data, literasi manusia, dan literasi teknologi. Pembelajaran di era revolusi 4.0 dapat menerapkan hybrid/blended learning dan Case-base Learning . Bahkan pendidikan dalam era society 5.0, memungkinkan siswa atau mahasiswa dalam kegiatan pembelajaran berdampingan dengan robot yang sudah dirancang untuk menggantikan peran pendidik. Lantas bagaimana dengan sistem pendidikan di Indonesia? Tulisan ini mengkaji tentang kesiapan pendidikan Indonesia dalam menyambut era society 5.0. Dengan demikian, para pegiat dan stakeholder pendidikan mendapat gambaran tentang urgensi hadirnya teknologi era society 5.0 dalam dunia pendidikan. Abstract: The development of information technology is currently reaching all areas of people's lives, including education. In the era of the industrial revolution 4.0 required three literacies namely data literacy, human literacy, and technological literacy. Learning in the revolutionary era 4.0 can apply hybrid / blended learning and Case-base Learning. Even education in the era of society 5.0, allows students or students in learning activities side by side with robots that have been designed to replace the role of educators. So what about the education system in Indonesia? This paper examines the readiness of Indonesian education in welcoming the era of society 5.0. Thus, activists and education stakeholders get a picture of the urgency of the presence of technology era society 5.0 in the world of education

Tujuan dalam penelitian ini adalah untuk mengetahui hasil belajar matematika mana yang lebih baik, dengan whatsapp group atau webinar zoom dan seberapa efektifnya kedua Platform tersebut dalam Masa Pandemi Covid-19. Jenis penelitian yang dilakukan pada penelitian ini adalah penelitian quasi experiment dengan desain pretest-postest nonequivalent multiple-group design. Populasi dalam penelitian ini adalah seluruh mahasiswa semester 2 yang mengambil mata kuliah Matematika Ekonomi di Universitas Bina Bangsa dan dipilih 2 kelompok yaitu kelas 2J-MAN dan 2K-MAN yang mempunyai karakteristik hampir sama dilihat dari nilai rata-rata UTS. Data hasil belajar mahasiswa diperoleh dari hasil ujian tengah semester (UTS) kedua kelompok setelah perlakuan, data kemudian diolah dengan uji perbedaan rata-rata Uji-t. Hasil penelitian menunjukan bahwa hasil belajar matematika kedua kelas sama sebelum diberi perlakuan dan hasil belajar matematika kedua kelas berbeda setelah diberi perlakuan atau dengan kata lain kelas yang diberikan Perlakuan Webinar Zoom lebih baik dari pada kelas yang diberikan Perlakuan WA Group.

The purpose of this community partnership program is to pro-vide knowledge and skills in using mangosteen peel waste as a natural coloring agent in the manufacture of dishwashing liquid soap. The partners in the activity were a group of PKK cadres in Barengkok Village, Leuwiliang District, Bogor Regency. Im-plementation of activities using counseling, demonstration, training, and mentoring methods. Based on the result of the re-sponses of participants in the PKM activities, there was an in-crease in community empowerment, namely the knowledge and skills of partners increased in the utilization of mangosteen peel waste. Participants who suggested satisfaction were 72.8% and those who were very satisfied were 27.2%. The output of this activity is in the form of appropriate technology in the process of making mangosteen skin crusher products and liquid dishwash-ing solution products based on mangosteen skin extract. Further assistance is still needed for partners who want liquid dishwash-ing soap products as business products, especially for access to capital, digital-based product marketing and business licensing

The ability to form biofilms contributes significantly to the pathogenesis of many microbial infections, including a variety of ocular diseases often associated with the biofilm formation on foreign materials. Carvacrol (Car.) is an important component of essential oils and recently has attracted much attention pursuant to its ability to promote microbial biofilm disruption. In the present study Car. has been encapsulated in poly(dl-lactide-co-glycolide (PLGA) nanocapsules in order to obtain a suitable drug delivery system that could represent a starting point for developing new therapeutic strategies against biofilm-associated infections, such as improving the drug effect by associating an antimicrobial agent with a biofilm viscoelasticity modifier.

A obra procura entender as causas das diferenças existentes no processo de elaboração e evidenciação das demonstrações contábeis. É feita uma comparação entre as normas de diferentes países, além da discussão das normas do IASB, organismo responsável pela harmonização contábil no mundo. Em termos internacionais, o autor apresenta situações de diferentes países, como Estados Unidos, Japão, Holanda, Grã-Bretanha. Ao final de cada capítulo são apresentadas questões para discussões e comentários.

This study is a literature study with descriptive qualitative research with library research that seeks to portray the role of educational technology in education 4.0. In this literature study, the author uses various written sources such as articles, journals and documents that are relevant to the study in this study. This study focuses on the discourse on educational characteristics 4.0, especially in Indonesia, seen the concept of education, curriculum, the role of educators and the learning process, and how the role of technology in the era of education 4.0. The results of the study show that educational technology has a very important role in the education era 4.0, as seen from the utilization of educational technology products such as E-learning, learning applications, a platform of self study that is in line with the demands of education 4.0. The next interesting study to be developed as research is the role of educational technology to facilitate the teaching and learning process in the education era 4.0.

The present article is a longitudinal analysis of the Brazilian experience with the Family Health Program (PSF) throughout its 12 years of implementation. The article starts with the fundamental purpose of such strategy which is the reorganization of Basic Health Care, contextualizing in the light of this unique and peculiar experience to the Brazilian Unified Health System (SUS). It highlights the progresses and challenges of the PSF, indicating urgent needs regarding technological incorporation, formation of labor force, establishment of new mechanisms as well as agreements on basic care funds and the direction of new strategies and technologies in the process of monitoring and evaluation. To conclude, the article shows the elements to foster a debate about such questions, which must be permanent and lucid in the perspective of building the Brazilian Unified Health System and the right to health.

E-Readiness is recognizing as one the most critical aspect for achieving successfully implementation of E-learning programs in higher education. Understand the role of this factor could help university management to implement effective and efficient E-learning project. The Purpose of the study is to discuss the theory of E-learning Readiness Factors and investigate the readiness factors that have been found by previous researchers for measure e-readiness at higher education. This study applies literature review and meta-analysis as research methodology. Literature review conducts by review the relevant articles with topic “e-learning readiness”. The study found that skills and attitudes are the most significant factors influences E-learning readiness.

Salah satu masalah yang dikeluhkan oleh karyawan PT. Surya Yoda Indonesia, yaitu Promosi, pengembangan dan peningkatan karir serta pengahargaan yang mana mereka berpendapat masih belum pantas dengan pekerjaan yang mereka hasilkan, sehingga hal tersebut dapat mengakibatkan tingkat motivasi menurun yang menyebabkan kinerja karyawan yang rendah dapat disebabkan kompetensi karyawan yang tidak kompeten. Pengambilan sampel dari populasi yang berjumlah 50 orang karyawan tersebut menggunakan teknik non probability sampling. Berdasarkan dari hasil perhitungan Hipotesis pertama Motivasi tidak berpengaruh terhadap Kinerja Karyawan PT. Surya Yoda Indonesia. Artinya Motivasi tidak dapat meningkatkan kinerja karyawan. Kurangnya penghargaan berupa pujian ataupun bonus dari atasan kepada bawahannya dapat mengakibatkan rendahnya Motivasi karyawan dalam bekerja.Berdasarkan dari hasil perhitungan Hipotesis kedua Kompetensi tidak berpengaruh terhadap Kinerja Karyawan PT. Surya Yoda Indonesia. Artinya Kompetensi tidak dapat meningkatkan kinerja karyawan. Karena Perusahaan kurang mempertimbangkan keahlian dan pengalaman yang dimiliki oleh karyawan sehingga kinerja karyawan kurang optimal di bidangnya. Berdasarkan dari hasil perhitungan Hipotesis ketiga Disiplin Kerja berpengaruh terhadap Kinerja Karyawan PT. Surya Yoda Indonesia. Artinya Disiplin Kerja dapat meningkatkan Kinerja Karyawan. Karyawan memiliki tingkat disiplin yang tinggi dilihat dari absen kehadiran yang selalu meningkat. Karena Disiplin Kerja dapat menghasilkan Kinerja Karyawan yang baik untuk membantu perusahaan mencapai produktivitas yang optimal.

Normal 0 21 false false false PT-BR X-NONE X-NONE /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Tabela normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin-top:0cm; mso-para-margin-right:0cm; mso-para-margin-bottom:10.0pt; mso-para-margin-left:0cm; line-height:115%; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin; mso-bidi-font-family:"Times New Roman"; mso-bidi-theme-font:minor-bidi; mso-fareast-language:EN-US;} EFEITOS AMBIENTAIS DE RESERVATÓRIOS DE HIDRELÉTRICAS SOBRE MAMÍFEROS SILVESTRES E TARTARUGAS-DE-ÁGUA-DOCE NA AMAZÔNIA: UMA REVISÃO. A legislação brasileira condiciona as licenças prévia, de instalação e de operação de empreendimentos hidrelétricos impactantes, no roteiro dos estudos de impacto ambiental (EIA/RIMA), incluindo a identificação e a avaliação dos impactos ambientais e os programas de monitoramento inerentes ao plano básico ambiental (PBA) com o estabelecimento de medidas mitigatórias e de compensação por perda ambiental, conforme a legislação a cargo do Ibama (Instituto Brasileiro de Meio Ambiente e Recursos Naturais) e outros órgãos federais e estaduais. A formação de reservatórios causa perda e alteração de hábitats naturais para mamíferos terrestres e aquáticos, e as hidrelétricas na Amazônia têm acarretado efeitos nos hábitats alimentares e reprodutivos de quelônios aquáticos. Os programas de monitoramento nesses reservatórios têm mostrado ajustes de comportamento alimentar e reprodutivo de mamíferos aquáticos e de quelônios aos novos ambientes criados. Na fase de implantação do empreendimento, com a formação do reservatório, mamíferos terrestres são deslocados de suas áreas de vida para áreas vizinhas já ocupadas, pelo fenômeno que se convencionou chamar de efeito estendido de barragem. O reservatório, formado em área antes sem essa massa d'água, influencia o ritmo fenológico da vegetação de seu entorno, como também altera a sazonalidade típica das quatro fases do ciclo hidrológico (cheia, vazante, seca, enchente) com as quais mamíferos aquáticos e tartarugas normalmente sincronizam seus movimentos em função da oferta de hábitats alimentares e reprodutivos. O monitoramento dessas populações animais pode estabelecer diretrizes para mitigar esses impactos por meio de medidas de manejo adequado com fins conservacionistas e também de uso sustentável. Palavras-chave: Hidrelétrica; mamíferos; monitoramento; reservatório; tartarugas.

Objetivando avaliar a influência de diversos substratos no desenvolvimento de mudas de maracujazeiro-azedo, conduziu-se um experimento em casa de vegetação da Emprapa Cerrados. Utilizou-se o delineamento experimental de blocos casualizados, em esquema fatorial 2 x 4 x 3 x 2, totalizando 48 tratamentos, 18 plantas úteis por parcela e 4 repetições. Os tratamentos constituíram-se das combinações de: dois substratos comerciais (PlantmaxR -- à base de vermiculita mais casca de Pinus sp e VermiculitaR); três fontes orgânicas (f.o.) (húmus, esterco de curral e NutriplantaR (produto à base de bactérias) e ausência de f.o., na proporção de 3:1 do substrato básico para a f.o.); duas formulações de adubo [OsmocoteR na fórmula 14-14-14 (produto de lenta liberação de nutrientes) e 4-14-8 (de liberação normal)], além da ausência de adubo; e Glomus etunicatum, ausência e presença. O substrato comercial PlantmaxR foi superior à VermiculitaR em todas as características analisadas. Dentre as f.o., o NutriplantaR junto com o esterco proporcionaram o melhor desempenho. O OsmocoteR promoveu o maior desenvolvimento das mudas, seguido pelo 4-14-8. A presença ou ausência de f.o. combinada com PlantmaxR praticamente não influenciou nas características analisadas. Não se deve utilizar o Glomus etunicatum associado a PlantmaxR, devido ao alto teor de fósforo presente neste substrato.

This study aims to get an overview of the interaction of hoax communication on social media and how to anticipate it. This study uses a qualitative method with a case study approach, by comparing three different hoax cases that are popular in Indonesian society, namely hoaxes about the government of President Jokowi, hoaxes about the Governor of DKI Jakarta Ahok, and hoaxes about the Covid-19 pandemic. The data used in this study come from various sources, such as social media, mass media, reports, documents, or interviews. The collected data were then analyzed using content analysis, discourse analysis, or narrative analysis techniques, according to the type and nature of the data. The results of this study show that the interaction of hoax communication on social media is a complex, dynamic, and multidimensional communication process, involving various parties, factors, and impacts. This study also shows that the anticipation of hoaxes on social media is a comprehensive, collaborative, and coordinated effort, involving various parties, approaches, and strategies. This study contributes to the development of communication science, benefits for communication practitioners, and input for related parties, in dealing with and overcoming hoaxes on social media.

Christophe Jaffrelot. Religion, Caste and Politics in India . Hurst and Company, London, 2011. pp. xxxii + 802. Maps. Tables. Figs. Refs. Notes. Bibliog. Index. Pb. £20. ISBN 9 7818 4904 1386 This ...

This study aimed to determine the effect of promotion and price to intention<br />to buy. Sample that observed were 100 respondent that interest and would buy the<br />product. The result showed that promotion and price, partially and<br />simultaneously influence to intention to buy. Determinant coefficient showed that<br />14,3% variation of intention to buy had influenced by promotion and price.

Purpose This paper aims to examine the short run and long run of Indonesia Islamic bank (IIB) contribution to economic growth over the periods 2009: Q1 – 2019: Q4. IIB is considered which supported by the largest Muslim population in the world. Deposits, financing and offices are proxy to highlight the relationship between Islamic banks and Indonesia's economic growth. Design/methodology/approach Through cointegration analysis, autoregressive distributed lag (ARDL), vector error correction model (VECM), variance decompositions (VDCs) and impulse response functions (IRFs), this study investigates the Islamic bank and economic growth nexus. Findings A significant relationship in the short-run and long-run between IIB deposits and offices and economic growth. There is evidence of a bidirectional relationship between the Islamic bank and economic growth. Social implications In spite of their market share less than a conventional bank. The result proved than IB a prosperous sector and has a contribution to economic growth. This address regulator must have a dedicated unit to handle IIB legal cases should it go to the court for adjudication. Originality/value The study role of Islamic banking contribution to economic growth in the context of Indonesia is limited. This paper is the first study that examines empirically the effect of Indonesian Islamic banks on economic growth measured by the amount of gross domestic product (GDP), financing, offices and deposits.

Improving employee performance is one of the main factors for companies to achieve goals. In addition to being a factor in achieving goals, employee performance is also a way to measure the quality of human resources in a company. Some factors that can influence the success of employee performance include the work environment and job satisfaction. The purpose of this study is to find out whether there is an influence of the work environment and job satisfaction variables on employee performance. This study is to examine the effect of work environment and job satisfaction on employee performance at PT. Nesinak Industries. The company is engaged in manufacturing automotive and electronic spare parts made from rubber. The sample in this study amounted to 88 respondents who worked in the production department. This research uses quantitative methods. Data for conducting this research was obtained through filling out questionnaires by predetermined respondents. Data analysis method used is multiple linear regression analysis method. Based on the results of the t test (partial) and f test (simultaneous) of this study, showed that the variable work environment and job satisfaction bring a positive and significant effect on employee performance partially and simultaneously.

Profesi guru diselenggarakan melalui pengembangan diri yang dilakukan secara demokratis, berkeadilan, tidak diskriminatif, dan berkelanjutan dengan menjunjung tinggi hak asasi manusia, nilai keagamaan, nilai kultural, kemajemukan bangsa, dan kode etik profesi. Salah satu program yang dapat diselenggarakan dalam rangka pemberdayaan guru adalah supervisi akademik. Supervisi akademik merupakan upaya membantu guru-guru mengembangkan kemampuannya mencapai tujuan pembelajaran. Dengan demikian, berarti, esensi supervisi akademik itu sama sekali bukan menilai unjuk kerja guru dalam mengelola proses pembelajaran, melainkan membantu guru mengembangkan kemampuan profesionalismenya. Guru akan bekerja secara professional apabila ia memiliki kompetensi yang memadai. Maksudnya adalah seorang guru akan bekerja secara profesional apabila ia memiliki kompetensi secara utuh. Seseorang tidak akan bisa bekerja secara profesional apabila ia hanya memenuhi salah satu kompetensi di antara sekian kompetensi yang dipersyaratkan.