bluuebunny/crossref_metadata_2025_split huggingface dataset:
Application of Machine Learning Modeling for the Upstream Oil and Gas Industry Injury Rate Prediction
Authors: Yeshitila Desalegn , Kitaw Daniel , Belayneh Mesfin 
Published: March 2024

Introduction: Yearly, the International Labor Organization report indicates many workplace accident occurrences. The degree of the happenings depends on the workplace environment setting and the incident regulatory measures implemented. By the nature of its work environment, the oil and gas upstream sector is susceptible to high incident rates. In the current fierce business competition and practices, improving productivity, quality, and other processes, such as Safety, is vital. Implementing well-designed safety procedures is the key to managing and reducing the risk level of workplace incidents.
Methods: Recently, the application of Machine learning (ML) modeling for accident/injury prediction has been reported in the construction, mining, transport, and health sectors. Likewise, the objective of this paper was to implement three machine-learning-based models to predict injury rates in a drilling operation. The petroleum safety authority of Norway provided the datasets. First, the dataset was pre-processed, and then the selected features and target dataset were used for the modeling. Finally, the model prediction and performance accuracy analysis were performed.
Results: Results showed that multivariable regression (MVR), Random Forest (RF), and Artificial Neural Network (ANN) machine learning algorithms-based models predict the test data with R2 values of 0.9576, 0.793, and 0.97036, respectively.
Conclusion: As the common saying goes, 'prevention is better than cure.' For this, implementing methods such as improved work processes and Health, Safety, and Environment (HSE) mitigation procedures, workplace injuries, and accidents allow for reducing the risk level of workplace injuries. The application of integrated machine learning tools, along with carefully built-in workplace accident database implementation, will provide early detection and possible remedial precautions that can be taken to prevent workplace injuries/accidents/fatalities. However, extensive research and development are required to deploy the method in real life. Combining Machine Learning modeling and carefully designed safety measures is vital for successful and robust predictive tools.
गैँडा संरक्षणका लागि सुरक्षा प्रबन्धः चुनौती र अवसर
Authors: देवकोटा गोकर्ण 
Published: March 2024

गैँडा लगायत दुर्लभ वन्यजन्तुको संरक्षणका लागि वि.सं. २०३० मा चितवन राष्ट्रिय निकुञ्जको स्थापना भएपछि संरक्षण सुरक्षामा वि.सं. २०३२ सालबाट खटिरहेका नेपाली सेनाका हाल १५ वटा युनिट, १ शिक्षालय र निर्देशनालयका गरी ८१३६ कुल फौजहरू रहेका छन् । नेपाल सरकारको ब्यावहारिक संरक्षण नीति र नेपाली सेनाको उचित सुरक्षा प्रबन्धका कारण सन् १९६० को दशकमा करिब १०० को हाराहारीमा पुगेको गैँडाको संख्या सन् २०२१ मा ७५२ पुगेको छ । गैँडाको दैनिकी, जीवनचक्र र आनिबानी अत्यन्त संवेदनशील भएको र चोरी शिकार नियन्त्रण तथा अनुकूल वासस्थान गैंडा संरक्षणको पहिलो खुड्किलो भएकाले अनुकुल बासस्थानको उपलब्धता, पर्याप्त पानी तथा घाँसे मैदानको व्यवस्थापनसँगै सुरक्षा प्रबन्धमा समेत सुधार आवश्यक छ । गैँडा संरक्षणमा संलग्न निकुञ्ज कार्यालय, नेपाली सेना, मध्यवर्ती पदाधिकारी, स्थानीय जनता र संरक्षण साझेदारहरूको अनुभव, हालसम्म उपलब्ध तथ्याङ्कहरू र गैँडा संरक्षण सम्बन्धमा हालसम्म गरिएका शोधपत्रहरूको अध्ययन गर्दा सुरक्षा र व्यवस्थापनमा पुरानो ढर्रा कायम रहेको तथा तारतम्य नमिलेको देखिएकाले गैँडाको प्राकृतिक वासस्थानको सुधार, सुरक्षा व्यवस्थापनमा प्रविधिको प्रयोग तथा खबर संकलनमा चुस्तता र स्थानीय जनताको जंगलसँगको परनिर्भरताको संबोधन भएमा गैँडा संरक्षणमा उलेख्य उपलब्धि हासिल हुनसक्ने देखिन्छ । प्रकृतिसंरक्षण कार्यको आयाम अनुसार ऐनमा नै सुरक्षाकर्मीको जिम्मेवारीलाई प्रष्ट पारी, संरक्षण शिक्षामा जोड दिंदै कार्यरत जनशक्तिको क्षमता अभिवृद्धिमा तत्काल पहलकदमी लिई मानव वन्यजन्तु द्वन्द्वलाई न्यूनीकरण गर्नुका साथै सरकार, सुरक्षाकर्मी, स्थानीय जनता, संरक्षण साझेदार बीचको समन्वय, सहकार्य र साझेदारीलाई थप परिस्कृत गरी शून्य वन्यजन्तु अपराधको अवस्था सिर्जना गर्न सकिएमा संरक्षण कार्य थप संस्थागत हुनेछ । यस सम्बन्धमा सम्बन्धित साझेदार हरूसँगको सर्वेक्षण तथा विज्ञहरूसँगको छलफलमा आधारित रही यस अनुसन्धानमा उजागर भएको प्रश्नको व्यावहारिक उत्तर पत्ता लगाई सिफारिस सहित प्रतिवेदन तयार पारिएको छ ।
Człowiek naturze zgotował ten los – rzecz o wybranej reklamie społecznej na lekcji języka polskiego jako obcego
Authors: Wacławek Maria 
Published: March 2024

Prowokacyjnie przywołana w tytule artykułu parafraza motta Medalionów Zofii Nałkowskiej stanowi pretekst do rozważań na temat działania homo sapiens wobec przyrody, a także tego, jak takie zagadnienie przełożyć na konkretną sytuację (glotto)dydaktyczną. Artykuł koncentruje się wokół reklamy społecznej zatytułowanej Portret pamięciowy, będącej częścią kampanii mającej na celu zwrócenie uwagi na problem zanieczyszczania rzek i zbiorników wodnych. Spot można potraktować jako materiał dydaktyczny na lekcji języka polskiego jako obcego na poziomie B2. W artykule zaprezentowano opis propozycji takich zajęć. Komunikat reklamowy utrzymany jest w konwencji rzeczowego opisu wyglądu sprawcy (portretu pamięciowego) przedstawionego przez upodmiotowioną rzekę rejestrującą dokonywane na niej czyny. Spot warto odczytać w duchu nowej humanistyki z uwzględnieniem ekokrytyki i ekofeminizmu. Nasilanie się procesów migracyjnych sprawiło, że w polskiej szkole konieczne stało się dostosowanie wymagań edukacyjnych do potrzeb i możliwości uczniów zewnętrznych językowo i kulturowo. Omówiona reklama i rozważania wokół niej osnute mogą stać się zatem inspiracją dla nauczycieli języka polskiego pracujących z zespołami klasowymi, w których skład wchodzą nastoletni uczniowie z doświadczeniem migracyjnym.
Pedagogika ekologiczna w czasach antropocenu i antropocentryczna narracja w podręcznikach szkolnych
Authors: Gola Beata 
Published: March 2024

Wyzwania ekologiczne ery antropocenu stanowią ważny obszar myślenia i działania pedagogicznego. Pedagogika, będąc nauką teoretyczno-praktyczną, wnosi również istotny głos do szeregu debat i dyskursów ekologicznych obecnych w naukowej rzeczywistości. W obrębie powstałej na gruncie pedagogiki społecznej subdyscypliny, jaką jest pedagogika ekologiczna, już początkowo rozwijano prace, które dotyczyły głównie koncepcji wychowania do środowiska, z odpowiedzialnością jednostki za środowisko przyrodnicze na pierwszym planie. Dzisiaj, w dobie antropocenu przed pedagogiką ekologiczną i badaczami stoją zadania oparcia filozoficznych podstaw wychowania i kształcenia na etyce środowiskowej. Stąd celem artykułu jest rekonstrukcja odmian etyki środowiskowej występującej w treściach nauczania wybranych przedmiotów szkolnych, a dotyczących edukacji ekologicznej. Analiza treści 12 podręczników szkolnych (z wykorzystaniem klucza kategoryzacyjnego) do wybranych przedmiotów z lat 2018–2022 ukazuje zdecydowaną dominację antropocentrycznej narracji, jeśli zestawimy to z innymi wersjami ekoetyki (biocentryczna, ekocentryczna). Wskazane byłoby zatem wprowadzanie kształcenia ekofilozoficznego do edukacji formalnej i dopuszczenie alternatywnych biocentrycznych i ekocentrycznych narracji. Tekst podejmuje tematykę interdyscyplinarną z zakresu filozofii, pedagogiki i biologii.
Multimodal Imaging of Choroidal Nodules in Neurofibromatosis Type I
Authors: Kecer Filip , Sharashidze Ana , Popová Veronika , Bušányová Beáta , Gerinec Anton , Tomčíková Dana 
Published: March 2024

Aim: To clarify the possibilities and role of posterior segment imaging in patients with neurofibromatosis type I (NF1), and to show the prevalence of this disease in the pediatric population in Slovakia.
Material and methods: Until recently, ophthalmologic consultations in patients with NF1 were limited mainly to the observation of Lisch nodules of the iris and the presence of optic nerve glioma. However, advances in imaging capabilities have made it possible to investigate and describe new findings concerning the ocular manifestations of this disease. Between October 2020 and November 2021, we examined the anterior and posterior segment of 76 eyes (38 children – 12 boys and 26 girls) with genetically confirmed NF1 gene mutation at our clinic. The age of the patients ranged from 4 to 18 years. The anterior segment was checked for the presence of Lisch nodules biomicroscopically with a slit lamp. On the posterior segment, the presence of choroidal nodules was checked by various imaging methods – fundus camera, infrared confocal selective laser ophthalmoscopy, MultiColor imaging, OCT, and OCT angiography. All the patients had magnetic resonance imaging performed in order to detect potential optic nerve gliomas for the purpose of diagnosis. We observed the correlation between the patients’ age, presence of Lisch nodules and the presence of choroidal nodules. Eight patients also had other manifestations of the disease – optic nerve gliomas or microvascular changes (so-called “corkscrew” vessels).
Results: Out of 38 patients, Lisch iris nodules were present in 20 patients (53%) and choroidal nodules in 24 patients (63%). There was no positive correlation between the presence of these two manifestations within the same patient or eye, but there is a clear correlation between the presence of choroidal nodules and patient age.
Conclusion: The results suggest that a previously unknown ocular manifestation of neurofibromatosis type I, namely choroidal nodules, has a higher prevalence than Lisch nodules also in the pediatric population and can be easily visualized using various imaging modalities. It will be important to include follow-up observation of this finding among the standard controls for ocular findings in NF1, and it will be very interesting to correlate this finding with the exact NF1 mutation.
Using a cross-platform application for optimizing nutrition in the training process of powerlifters
Authors: Zakharina I. , Mazin V. , Shutko A. 
Published: March 2024

The article analyzes scientific developments in the field of powerlifters' training. It points out that there are unexplored areas, especially in the use of digital technologies for monitoring athletes' nutrition. We have developed a mobile application for optimizing the nutrition of powerlifters. Assistance was provided to athletes in installing the developed application and conducting instructions on its use. A survey was conducted among participants regarding their overall impression of the application's use among powerlifters and identifying aspects such as interface convenience, data collection, perceived reliability, and validity. It is noted that most users highly rate the application's functionality and capabilities, although there are certain aspects that require attention and possible improvements.
For the category «Suggestions for Interface Improvement» the following subcategories were created: «Displaying measurement units for each item», «User instructions, manuals, pop-up tips», «Additional information when grouping food»,
«Improving account settings», «Quick search for products and activities, product icons».
For the category «Suggestions for Improving Program Functionality», the following subcategories were created: «Ability to add recipes, photos of dishes, diet planning, nutritional recommendations, diet templates», «Synchronization with other programs», «Choice of formula for basic metabolism, managing the thermal effect of food and activities», «Ability to download diagrams,' and «Ability to edit food and activities».
Respondents highly appreciated the automatic calorie count, macronutrient settings, daily and weekly nutrition and activity tracking system, as well as the application's charts and their informativeness. This indicates the effectiveness of the developed functionality and the convenience of using the application. Two directions of proposed improvements that garnered the most interest among respondents were identified, such as «Ability to add recipes, photos of dishes, diet planning, nutritional recommendations, diet templates» and «User instructions, manuals, pop-up tips».
Respondents noted that there is a certain reserve for improvements in the convenience and understandability of the application's interface, the completeness, diversity, and quality of functions, and the review of nutrition and activities for the week in the form of a list.
Nonlinear Rotations on a 3-Dimensional Lattice
Authors: Saleh Mohammad Hanif , Wan Rozali Wan Nur Fairuz Alwani , Zakaria Siti Fatimah 
Published: March 2024

The study of resonances of Hamiltonian systems with a divided phase space is a well-established area of research which attracted the interests of many researchers over the years. We study such resonances over a discrete space focusing on the rotational motion of some orbits in the 3-Dimensional lattice, ?3. In this study, we construct the discrete standard map from 2-Dimensional to 3-Dimensional lattices. Then, we identify and categorize any transformation that could give periodicity for the 3-Dimensional lattice on a specific map. The study aims to determine the points that give the periodicity and at the same time investigate the behavior of the points for the nonlinear stable orbits over a discrete space. For some choice of parameters ???? ?, our findings showed that the orbit of the 3-Dimensional map is periodic depending on the initial conditions. Some arbitrary initial conditions may be periodic in a 3-Dimensional lattice.Keywords: Hamiltonian systems, nonlinear rotations, space discretization, arithmetic dynamics
Aisyiyah Organization Communication Network In Tuberculosis Prevention In North Sumatra
Authors: Kholil Syukur , Yusnadi Yusnadi , Tambunan Nurhalima 
Published: March 2024

The purpose of this study was to analyze the communication network built by the Aisyiyah organization in the prevention of Tuberculosis (TB) in North Sumatra. Aisyiyah as Lembaga autonomy Muhammmadiyah who became one of the government fatners in the eradication of tuberculosis. Eradication of tuberculosis is something that must be done in breaking the chain of the spread of tuberculosis that is of concern to the world because the disease is very fast spreading and is the no. 2 deadly disease after HIV Aids. Transmission is through people infected with tuberculosis coughing and removing mycobacterium bacteria. The research methods used are descriptive through qualitative approaches. The informant in this study was the Head of Aisyiyah Region of North Sumatra, TB-HIV Care Aisyiyah Team of North Sumatra. Data collection techniques through interviews, observations, and documentation. The results showed that the communication network built by Aisyiyah North Sumatra in the prevention of Tuberculosis by forming TB-HIV Care Aisyiyah. Cadres as implementers who plunge into the community to the village level in helping to provide services in collaboration with puskesmas services. Cadres in carrying out this humanitarian task always put forward human values by not paying attention to race, religion, or ethnicity. For cadres to be able to carry out tasks in the field are given debriefing that supports competence in the form of knowledge related to TB, effective communication and evaluation, and reporting, in addition, cadres in performing their duties are provided facilities such as jackets of pinaster marks, participant cards as TB cadres. . As for the reporting made by cadres so that sufferers, suspects more easily obtain drug services that can later be obtained from the nearest health center whose treatment is provided by the government for free. The recruitment of these cadres is usually done through Aisyiyah studies or can be done through other channels such as through social media, and in coordination with other organizations or associations such as the PKK Mother
PENGARUH KEGIATAN EKSTRAKURIKULER PRAMUKA DALAM PEMBENTUKAN KARAKTER TOLONG MENOLONG SISWA DI MADRASAH TSANAWIYAH DAARUL ULUUM PUI RANJI
Authors: Heryatna Muhammad Dona 
Published: March 2024

Tujuan Penelitian ini adalah untuk 1) mengetahui pengaruh kegiatan ekstrakurikuler Pramuka dalam membentuk karakter tolong menolong, 2) metode yang digunakan dalam membentuk karakter tolong menolong, 3) faktor-faktor pendukung dan penghambat dalam pembentukan karakter tolong menolong siswa Madrasah Tsanawiyah Daarul Uluum PUI Ranji. Populasi dalam penelitian ini adalah seluruh siswa Madrasah Tsanawiyah Daarul Uluum PUI Ranji yang berjumlah 68 siswa. Teknik pengambilan sampel dalam penelitian ini menggunakan teknik purposive sampling dengan jumlah sampel sebanyak 30 siswa. Data yang terkumpul menggunakan teknik angket. Teknik analisis data pada penelitian ini menggunakan analisis Structural Equation Modeling-PLS (SEM-PLS) dan keseluruhan tabulasi pengolahan data pada penelitian ini menggunakan software SMART-PLS. Hasil penelitian ini menunjukkan nilai R-square yang diperoleh sebesar 0,994, atau 99,4%, yang menunjukkan bahwa variabel ekstrakurikuler pramuka dan Stimulan Sikap Tolong Menolong dapat memengaruhi 99,4% variabel pembentukan karakter tolong menolong siswa. Hasil pengujian hipotesis menggunakan pengujian bootstrapping. Metode yang digunakan untuk membentuk karakter tolong menolong pada kegiatan ekstrakurikuler Pramuka di Madrasah Tsanawiyah Daarul Uluum PUI Ranji adalah dengan pemberian nasehat, motivasi, keteladanan, pemberian tugas, dan pencapaian SKU dan SKK. Selain itu, ada faktor pendukung dalam pembentukan karakter tolong menolong yaitu sikap, pengetahuan dan pengalaman pembina pramuka, kesadaran pribadi siswa, pendanaan, sarana prasarana, dukungan orang tua dan lingkungan masyarakat sekitar, sedangkan faktor penghambatnya adalah kurangnya minat siswa pada kegiatan ekstrakurikuler Pramuka dan faktor cuaca. Sehubungan dengan itu, peneliti menyarankan agar siswa terus aktif dan rutin dalam mengikuti kegiatan kepramukaan baik yang diadakan oleh sekolah maupun yang diadakan oleh pihak luar sekolah.
Penerapan Algoritma Fp-Growth Untuk Penentuan Pola Pembelian Transaksi Penjualan Pada Yamaha JG
Authors: Nurul Aida  , Prihartono Willy , Tohidi Edi 
Published: March 2024

Perusahaan Yamaha JG mempunyai data yang tersimpan dalam basis datanya. Data transaksi tersebut semakin hari semakin banyak dan bertambah. dengan bertambahnya jumlah data pada perusahaan tersebut, maka peran analis untuk menganalisis data secara manual perlu digantikan dengan aplikasi. Sehingga proses penganalisis dapat dilakukan secara tepat dan akurat.Konsep penelitian ini dengan penerapan menggunakan algoritma fp-growth merupakan teknik association rules pada data mining untuk mencari pola frekuensi atau kombinasi itemset. FP-Growth yanag merupakan suatu terstruktur data yang digunakan untuk Frequent Pattern Tree, algoritma tersebut dapat langsung mengestrak frekuensi item dari FP-tree. Metode FP-Growth yang dilakukan pada 3 tahapan utama yaitu pembangkitan Conditional Pattern Base, pembangkitan Conditional FPTree, dan Pencarian Frequent Itemset FP-Growth adalah merupakan suatu algoritma yang memperkecil ukuran dataset yang mempresentasikan frequent itemset kedalam FP-Tree disebut Frequent pattern. Tujuan penelitian ini untuk mendapatkan rekomendasi penjualan motor yang banyak diminati oleh masyarakat, sehingga para pemangku kebijakan dimudahkan untuk melakukan pembelian ulang dan menyediakan stok banyak.Hasil penelitian yang telah dilakukan penulis dapat menarik beberapa kesimpulan yaitu Berdasarkan hasil pengelolan support didapatkan bahwa konsumen rata rata membeli 1 item motor sebanyak 11 unit, kemudian rata rata konsumen minta beli 2 unit motor sebanyak 36 unit, kemudian rata rata konsumen minta beli 3 unit motor sebanyak 51 Unit, kemudian rata rata konsumen minta beli 4 unit motor sebanyak 11 Unit.
Analisis Kadar Air, Kadar Protein dan Karakteristik Organoleptik Kerupuk Stik dengan Penambahan Konsentrasi Ikan Layang yang Berbeda
Authors: Muchtar Febriana , Hastian Hastian , Ruksanan Ruksanan 
Published: March 2024

This study was performed to examine the effect of different concentrations of mackerel scads fish on water content, protein content and organoleptic properties of mackerel scads stick crackers. This research was conducted using an experimental method with a non-factorial Completely Randomized Design (CRD).The treatment applied was in different concentrations of mackerel scads fish consisted of 3 levels of treatment, namely, 20% (L1), 30% (L2) and 40% (L3). Each treatment was replicated three times. Data of this study were analyzed by using one- way Anova and was followed by a Duncan test with ? = 5% if there was a significant difference between treatments. Water content was tested using oven method, while the protein content was measured using Kjedhal method and organoleptic properties were tested in hedonic test (favorability level). The results showed that fish concentrations affected the water content, protein content and organoleptic properties of mackerel scads fish stick crackers, including the color, aroma and taste. However, the texture of fish stick crackers was not affected. The treatment with 30% (L2) of mackerel scads fish meat showed the most of optimal outcomes with, 4.24% water content, 25.03% protein content, and organoleptic properties of color 4.37 (like), aroma 4.49 (like), texture 4.60 (strongly like) and 4.49 (like).
Analisis Kinerja Keuangan dengan Teknik Du Pont System di Kantor Pusat Bank Bjb Syariah
Authors: Nur'aeni Nur'aeni , Nuraeni Eni , Yulianti Widianingsih Dian 
Published: March 2024

The purpose of this study was to determine the financial performance of BJB Syariah Bank for the period 2017-2021 with the Du Pont System Technique. The object of research in this report is the Financial Statements of Bank BJB Syariah for the period 2017-2021. The type of research is descriptive quantitative with secondary data types and uses data collection techniques in the form of documentation and literature study. The results showed that the financial performance of BJB Syariah Bank for the period 2017-2021 with the Du Pont System technique at the ROI ratio, namely in 2017, 2018 and 2019 was 0.50% then decreased in 2020 by 0.45%. This is due to the decline in the NPM value in 2020, which is 68.40%, but the TATO value in 2020 has increased to 0.70 times. In 2021 ROI will get the same value as the previous year, which is 0.45%. This shows that the company is not good at generating profits but can maximize the turnover of its assets.
Dampak Lingkungan Kerja dan Burnout Terhadap Motivasi Pegawai Badan Perencanaan Pembangunan Daerah Jawa Barat
Authors: Nurhastuti Evi , Maulana Faizal Akbar 
Published: March 2024

Pemerintah daerah memainkan peran sentral dalam mengarahkan dan mendorong pembangunan, sebagai bagian penting dari struktur pemerintahan daerah Badan Perencanaan Pembangunan Daerah (Bappeda) provinsi Jawa Barat memiliki tugas strategis da dalam merumuskan kebijakan, mengoordinasikan program pembangunan, dan melaksanakan berbagai upaya untuk meningkatkan kesejahteraan masyarakat. Untuk dapan menjalankan peran dan fungsi tersebut diperlukan pengelolaan sumber daya manusia (SDM) yang memiliki semangat kerja yang tinggi, Motivasi kerja dapat diciptakan salah satunya dengan mempehatikan lingkungan kerja agar pegawai tidak mengalami kelelahan atau burnout. Tujuan peneltian untuk mengetahui pengaruh lingkungan kerja dan burnout terhadap motivasi kerja pegawai Badan Perencanaan Pembangunan Daerah (Bappeda) Provinsi Jawa Barat. Metode penelitian yang digunakan deskriptif dan verifikatif dengan teknik analis jalur (Path analysis). Hasil penelitian diperoleh bahwa lingkungkan kerja dan burnout berpengaruh signifikan terhadap motivasi pegawai Badan Perencanaan Pembangunan Daerah (BAPEDDA) Jawa Barat, dengan total kontribusi sebesar 72,36% yang didominasi oleh burnout sebesar 47,15% dan diikuti oleh lingkungan kerja sebesar 25,22% sedangkan sisanya sebesar 27,70% merupakan kontribusi dari variabel lain diluar penelitian.