bluuebunny/crossref_metadata_2025_split huggingface dataset:
Predictive Analytics for Production Line Downtime: A Comprehensive Study Using Advanced Machine Learning Models
Authors: Saylam Alper , Atlı Haluk 
Published: January 2024

This study delves into predictive analysis, employing advanced machine learning models to predict downtime in production lines. The research follows a detailed methodology, starting by exploring production lines and their conditions. The focal point is Overall Equipment Effectiveness (OEE), which includes availability, performance, and quality, with a special focus on downtime impacts. Through an OEE tracking system, downtime is categorized into planned and unplanned, offering insights into critical components affecting production line availability. The datasets cover three years, including runtime, unplanned downtime due to equipment failures, and idle times, emphasizing instances prone to frequent equipment failures.

Examining relationships through a heatmap reveals essential correlations crucial for accurate predictions. We outline the feature selection process and fundamental data preprocessing steps to maintain dataset integrity. Introducing machine learning models such as Xgboost, Prophet, Multi-Layer Perceptron (MLP), and Long Short-Term Memory (LSTM), each model is carefully configured with past window parameters and forecast horizons. To prevent overfitting, the study employs K-fold cross-validation and early stopping mechanisms, ensuring robust model performance.

Two datasets, comprising runtime, equipment-induced downtime, and idle time, are utilized for analysis. Data preprocessing involves a heatmap for characteristic-target correlation and basic steps like mean-based null value imputation. Results, presented in terms of Mean Absolute Error (MAE), underscore the superior performance of LSTM. The discussion interprets these findings, confirming the potential of LSTM for downtime prediction, supported by visualizations comparing actual and predicted downtimes. Future directions include comprehensive model comparisons, expanding metrics, and increasing datasets, building on the solid foundations established by this study.
Etkili Veri Manipülasyonu: Kurumsal Veri Yönetimi ve Otomasyon Sistemleri İçin Yenilikçi Yaklaşımlar
Authors: Karabacak Abdulkadir , Okay Ergün , Denli Eren 
Published: January 2024

Bu çalışma, kurumların ilgili birimlerine verilere merkezi bir noktadan erişim sağlayan, veri girişinde kısıtlamalar ve kurallar uygulayan, hatalı veri girişini önleyen ve veri üzerindeki sorunları düzeltebilen bir data manipülasyon sistemi ve yöntemini ele almaktadır. Ayrıca, bu sistem, tablo/satır/kolon bazında yetkilendirmeler aracılığıyla detaylı erişim kısıtlamaları oluşturmakta ve dosyalardaki bilgilerin veritabanlarına basit yöntemlerle aktarılmasını kolaylaştırmaktadır. Çalışmanın amacı, kurumlarda verinin merkezi olarak saklanması, denetlenmesi, yetkilendirilmesi ve süreçlerin merkezi ve sistematik bir şekilde yönetilmesini sağlamaktır. Günümüzde, tablo oluşturma, veri tutarlılık kontrolleri, veri üzerinde yetkilendirme ve kısıtlamalar, dosyadaki bilgilerin düzenli bir veritabanı yapısında saklanması gibi işlemler teknik beceri ve birden fazla uygulama desteği gerektirir. Dosyalarda tutulan verilerin kontrolü ve paylaşılmasındaki zorluklar, merkezi kontrol eksikliği nedeniyle zaman kaybı ve hatalı veri oluşumuna yol açabilir. Bu eksikliklerin giderilmesi için, dosyalarda tutulan verilerin düzenli bir veritabanında saklanması, kullanıcıların yetkileri doğrultusunda sadece ilgili verilere erişim sağlanması, veritabanına aktarılacak verinin onay mekanizmaları ile kontrol edilmesi, veri içeriğinin belirlenen kurallara uygunluğunun denetlenmesi ve içerikteki istenilen değişikliklerin otomatik olarak yapılabilmesi gerekmektedir. Bu ihtiyaçların karşılanmasına yönelik çözümlerin eksikliği, ilgili teknik alanda bir gelişmeye ihtiyaç duyulduğunu ortaya koymaktadır.
Anahtar: Veri Yönetim Platformu, Veri Manipülasyonu, Normalizasyon, Veri Maskleme, Veri Birleştirme, Veri Filtreleme, Veri Dönüşümü, Veri Toplama
Enhancing IVR Systems in Mobile Banking with Emotion Analysis for Adaptive Dialogue Flows and Seamless Transition to Human Assistance
Authors: Ozpinar Alper , Alpan Ersin , Celik Taner 
Published: January 2024

This study introduces an advanced approach to improving Interactive Voice Response (IVR) systems for mobile banking by integrating emotion analysis with a fusion of specialized datasets. Utilizing the RAVDESS, CREMA-D, TESS, and SAVEE datasets, this research exploits a diverse array of emotional speech and song samples to analyze customer sentiment in call center interactions. These datasets provide a multi-modal emotional context that significantly enriches the IVR experience.
The cornerstone of our methodology is the implementation of Mel-Frequency Cepstral Coefficients (MFCC) Extraction. The MFCCs, extracted from audio inputs, form a 2D array where time and cepstral coefficients create a structure that closely resembles an image. This format is particularly suitable for Convolutional Neural Networks (CNNs), which excel in interpreting such 'image-like' data for emotion recognition, hence enhancing the system's responsiveness to emotional cues.
Proposed system's architecture is adeptly designed to modify dialogue flows dynamically, informed by the emotional tone of customer interactions. This innovation not only improves customer engagement but also ensures a seamless handover to human operators when the situation calls for a personal touch, optimizing the balance between automated efficiency and human empathy.
The results of this research demonstrate the potential of emotion-aware IVR systems to anticipate and meet customer needs more effectively, paving the way for a new standard in user-centric banking services.
BOEING 787 Model Daha Elektrikli Uçak Sistem Yenilikleri ve Araştırılan Sorunları
Authors: Gözüküçük Nur Tuğçe 
Published: January 2024

In recent years, MEA technology has brought about developments in the field of power electronics, fault-tolerant architecture, electro-hydrostatic actuators, flight control systems, high-density electric motors, power generation and conversion systems. Non-propulsive systems in traditional aircraft systems, ıt is powered by a combination of different secondary power sources such as hydraulic, pneumatic, mechanical and electrical while the more electric aircraft (MEA) concept ensures the use of optimum electrical power for all non-propellant systems.
The goal of future aircraft technology is to replace the majority of non-electrical power-using systems, such as environmental control and engine starting, with electrical systems to improve various aircraft characteristics such as efficiency, emissions, reliability and maintenance costs. B787 series aircraft, the first civil aircraft with more electric aircraft features of modern times, ıt features composite fuselage and wing profiles, fly-by-wire flight controls, advanced cockpit and General Electric or Rolls-Royce engines. Different from previous designs, Boeing has minimized the use of air from the engines in the B787 technology and makes extensive use of electrically powered systems instead of traditional pneumatically powered systems. B787 new generation passenger aircraft, ıt is anticipated that significant improvements such as aircraft weight, fuel consumption, total life cycle costs, carbon neutrality, ease of maintenance and aircraft reliability will reduce the effects of adverse environmental conditions.
In this study, the system innovations of the B787 aircraft model, which is a more electric aircraft concept and introduces different testing and working methods throughout the design process, and the problems caused by the new systems were investigated.
Virus del papiloma humano como factor etiopatogénico en el desarrollo de cáncer oro faríngeo: Revisión Bibliográfica
Authors: Tixe-Toalombo Paulina Alejandra , Naranjo-Naranjo Doris Esthela 
Published: January 2024

Introducción: El Virus del Papiloma Humano (VPH) se ha identificado como un factor etiológico significativo en el desarrollo del cáncer orofaríngeo, particularmente en el carcinoma de células escamosas.
Objetivo: Evaluar la relación entre la infección por VPH y la incidencia, progresión y pronóstico del cáncer orofaríngeo.
Metodología: Se realizó una revisión bibliográfica exhaustiva en bases de datos como PubMed, Scopus y Google Scholar, utilizando palabras clave relacionadas con el VPH y el cáncer orofaríngeo. Se incluyeron estudios desde 2019 hasta 2023, abarcando investigaciones clínicas, análisis epidemiológicos y revisiones.
Resultados: Los estudios revelaron que el VPH, especialmente el serotipo 16, está asociado con un aumento en la incidencia del cáncer orofaríngeo, afectando principalmente a pacientes más jóvenes y con menos factores de riesgo tradicionales. Los pacientes con VPH positivo presentaron mejor pronóstico y supervivencia en comparación con los pacientes VPH negativo. La revisión también destacó la importancia de la vacunación como estrategia preventiva.
Conclusiones: El VPH es un factor etiopatogénico clave en el cáncer orofaríngeo, con implicaciones significativas en el pronóstico y la gestión clínica de la enfermedad. La vacunación emerge como una herramienta crucial en la prevención. Sin embargo, es necesario mejorar las tasas de vacunación y la detección temprana para combatir eficazmente la enfermedad.
Assessment of the Physico-chemical Parameters and Heavy Metal Concentration of Delimi Wastewater in Jos North Local Government Area, Plateau State.
Authors: Henry Mfonobong Ubong , Henry Ime Ubong , Obidola Shakirdeen Mayowa , Dogun Ojochogu , Ogenyi Ruth Ajibola , Akintunde Sheyi , Lekduhur Joshua 
Published: January 2024

The high-water demand for domestic, agricultural, and industrial uses has increased water scarcity and is becoming alarming as natural or anthropogenic sources sometimes pollute the available water resources. Wastewater at Delimi was analyzed for physicochemical parameters and heavy metal concentration before and after the discharge of effluents into the water. Standard analytical methods were employed to analyze the physicochemical parameters, while the chemical analysis for the heavy metals was done using an Atomic Absorption Spectrophotometer (AAS). Results of the analysis showed the following ranges: temperature 20.30°C -24.40°C, pH 7.46 - 8.45, conductivity 310.40 - 481.68 µs/cm, total solids 318 - 481.00 mg/L, suspended solid 132.40 - 194.50 mg/L, dissolved solids 186. 40 - 287.00 mg/L, total hardness 496.20 - 651.00 mg/L, calcium hardness 121.37 - 147, 82 mg/L, magnesium hardness 103.00 - 124.00 mg/L, chloride 90.00 - 132.00 mg/L and sulphate 183.00 - 247.20 mg/L. All parameters assessed were within the WHO permissible limits except for chloride. Before the point of discharge, the wastewater recorded heavy metal concentration in the range of 0.00 – 5.80 ppm and 0.06 – 11.26 ppm after the point of effluent discharge. Iron recorded the highest value, which is above the WHO permissible limit, and lead, the lowest value, while Nickel and Manganese were not detected. Wastewater after the point of effluent discharge recorded higher concentration values, indicating the negative effects on the heavy metal concentration of the effluent discharges in the water. The resulting discharge increased the heavy metal concentration in the water, posing health challenges to the people within the environment. Using this wastewater for agricultural irrigation and laundry purposes could bring about exposure to heavy metals contained in it.
Gaya Kepemimpinan Karismatik
Authors: Riyant Petrus 
Published: January 2024

This paper focuses on the leadership model of Panglima Jilah as the great leader of the (TBBR) in Borneo, Kalimantan. As Panglima Jilah became a symbol struggle for justiceof the Dayak people themselves and at the same time by leading and organizing forty-eight thousand personnel in the Pasukan Merah Bangkule Rajankng organization, Kalimantan. Therefore, the focus of this discussion departs from the author's awareness and love related to the experience and dynamics of a leadership in an organization. As asserted by Wahjosumidjo that leadership is essentially something inherent in a leader. Which something is in the form of certain traits such as personality, ability and capability. Departing from that, it is important that the leadership style of an influential figure in Kalimantan needs to be examined, explored and raised more deeply, both philosophically and from the point of view of modern era leadership management. The methodology used in writing this paper is the literature method with source books on leadership theory and other sources that support writing. In addition, in order to ensure validity and originality, this paper is also accompanied by some results of experiences sharing and dialogue with activists involved in TBBR membership during their one-year pastoral care in St. Joseph Meraban Parish, Diocese of Ketapang.
ارتداد السلطة السياسية في مصر (الاخوان بين المواجهة والتهادن)
Authors: Mariem Mohammed Hussin  
Published: January 2024

نخلص انه من الخطأ الحكم على مستقبل الإسلام السياسي، بالفشل والافول بعد الضربة التي تلقاها حكم الإخوان في مصر، فصحيح ان الانقلاب العسكري على مرسي وضع التيار في محنة حقيقية، لاسيما أن الإخفاق هذه المرة وقع على الجماعة التي تمثل رأس التنظيم، وفي الدولة المركزية للتنظيم الام، إلا أنه لا يزال للإسلام السياسي عناصر قوة داخل مصر وخارجها، ولن ينتهي تيار الإسلام السياسي بهذه السهولة، وسيبقى تيار تدعمه قوى مجتمعية، ودول ومــؤسسات إعلامية واقتصادية وأمنية، لها مصالح حيوية في ضمان استمراره.
كما أن تنظيمات الإسلام السياسي، وعلى رأسه جماعة الإخوان المسلمين، هي تنظيمات متشعبة لها أرضية فكرية وثقافية متجذرة، ولها صلاتها وعلاقاتها ودعمها الخارجي، لذا، ليس من المتوقع أن يتلاشى الاسلام السياسي بهذه السهولة.
Energy Diplomacy: Qatar as a Case Study
Authors: Nozad Abd Alrahman  
Published: January 2024

Energy diplomacy is one of the most important tools used by oil and gas-producing countries, including Qatar, to enhance their access to global markets, in addition to developing the sustainable production and use of energy in line with the objectives of foreign policy.

Since the discovery of the North Field gas field in Qatar in 1970, which is one of the world's largest gas fields, the Qatari government has adopted a partnership approach with major international companies to invest in its gas fields to secure global energy demand. After more than a quarter century, Qatar has become one of the leading countries in the world in the production of liquefied natural gas, accounting for about a quarter of global export
This research, which uses a descriptive, analytical, and historical approach, systematically examines the efforts of the State of Qatar in the field of energy diplomacy, which has had a major impact on securing gas supplies for more than 25 countries. The research is divided into four sections. The first defines energy diplomacy, while the second sheds light on Qatar's gas sector in terms of natural gas reserves or production capacity, and exports of liquefied natural gas. The third section reviews the characteristics of Qatari gas diplomacy, which focuses on diversification of the export base, sustainable supply to importers, flexibility, transparency, and credibility in the supply of liquefied natural gas. The fourth section focuses on the conclusions and recommendations reached.
Pengaruh Bauran Pemasaran Terhadap Minat Beli Ulang Konsumen Gerai Es Teh Indonesia Di Kota Serang
Authors: Nurlia Putri Nezly , Alkhaliq Barkah , Cendana Kusuma Aria 
Published: January 2024

Penelitian ini bertujuan untuk mengetahui pengaruh bauran pemasaran terhadap minat beli ulang konsumen dan faktor yang paling berpengaruh terhadap minat beli ulang konsumen konsumen Gerai Es Teh Indonesia di Kota Serang. Variabel yang digunakan dalam penelitian ini adalah produk, harga, lokasi, promosi, orang, fasilitas fisik dan proses. Semua variable ini adalah sebagai variable independen. Sedangkan variable minat beli,sebagai variable dependen. Teknik Pengumpulan data dilakukan dengan menyebarkan kuesioner secara online dan telah diisi oleh 100 responden. Jumlah responden yang digunakan adalah 30 responden dengan kriteria pernah membeli dan mengkonsumsi minuman Es Teh Indonesia. Teknik pengambilan sampel yang digunakan adalah non probability sampling, metode pengambilan sampel non probabilitas yang digunakan adalah judgemental sampling. Metode yang digunakan dalam penelitian ini adalah Analisa Statistik Deskriptif. Hasil penelitian menunjukkan bahwa Semua variabel bauran pemasaran secara simultan tidak berpengaruh signifikan terhadap Minat beli ulang minuman Es Teh Indonesia dengan tingkat signifikansi 0,066 yang lebih besar dari taraf nyata 0,05. Sedangkan variabel bauran pemasaran yang paling berpengaruh terhadap minat beli ulang konsumen Gerai Es Teh Indonesia di Kota Serang adalah jenis produk yang ditawarkan yaitu dengan nilai  = -0,176.
The Effect Additional Morage Leaf Flour On Nutritional Value Green Bean Cookies
Authors: Ataqwa Krisjayanti , Wadli Wadli , El Rizal Unzilatirrizqi D Yan 
Published: January 2024

Cookies are pastry products made from wheat flour which have a sweet taste and long shelf life cookies, to add good nutritional value by adding the formulation of mung bean flour and moringa leaf flour. The purpose of this study was to determine the effect of the formulation of mung bean cookies with Moringa leaf flour (Moringa oleifera L.) and on the organoleptic and nutritional values . This study used a completely randomized design (CRD) consisting of 5 treatments with concentrations of wheat flour: mung bean flour: moringa leaf flour (100 %: 0 %: 0 %), ( 50 % : 10 % : 40 %) , ( 50 % 35 % : 15 % ) , ( 50 % 25 % -25 % ) , and ( 50 % : 15 % : 35 % ) . The observed variables consisted of organoleptic properties : color , aroma , taste and texture and properties of water content , ash content , protein content , fat content and carbohydrate content , in order to conform to the sni standard for cookie quality . The data was processed using one way ANOVA test, and if it had a significant effect, it was continued to Duncan's follow-up test. The results showed the addition of Moringa leaf flour to cookies had a significant effect on the chemical properties of water content, ash content, protein content, fat content and carbohydrate content, and organoleptic properties. . The results selected by the panelists on the organoleptic test of cookies were in the P3 treatment with the composition of wheat flour: mung bean flour: ng Moringa leaves (50%: 25%: 25%) with organoleptic test value of taste = 5.93, color = = 5.80 , aroma 5,68 , texture = 6,28 and liking = 6,20 . With carbohydrate nutrient content of 46.87 % , nutritional content of water content of 4.15% , ash content of 3.61% , protein content of 9.35% and fat content of 36.02 %.
Pendampingan Pelaporan SPT Tahunan Orang Pribadi Melalui E-Filing di Mall Ciplaz Sidoarjo
Authors: Rahayu Dewi Sri , Wicaksono Achmad , Rohmah Firda Yusnafa , Parahita Alifia Sabina , Mubarok Muhammad Syahrul , Hariyanto Widia Eka , Almufidah Evi Zahroh , Praciana Yuvi Arinta 
Published: January 2024

Abstract
The aim of this community service activity is to provide assistance in reporting individual annual tax returns via E-Filing at Ciplaz Mall Sidoarjo. The method used in this community service activity is to provide assistance and services to taxpayers which is carried out offline. This activity was carried out from the beginning of February to the end of March 2023. Before going into the field, the tax volunteer team formed a team involving accounting students from Nahdlatul Ulama University Sidoarjo through interview selection and other things. The result of this community service activity is that taxpayers who are assisted can submit their annual tax returns on time, correctly, clearly and completely. Apart from that, it can also increase the tax compliance of individual taxpayers in the Sidoarjo area.

Keywords: Taxes, SPT Reporting, E-Filing, Volunteers, Sidoarjo.

Abstrak
Tujuan kegiatan pengabdian kepada masyarakat ini adalah untuk melakukan pendampingan pelaporan SPT tahunan orang pribadi melalui E-Filing di Mall Ciplaz Sidoarjo. Metode yang digunakan dalam kegiatan pengabdian kepada masyarakat ini adalah memberikan pendampingan dan pelayanan kepada wajib pajak yang dilakukan secara luring. Kegiatan ini dilakukan di awal Februari hingga akhir Maret 2023. Sebelum terjun ke lapangan, tim relawan pajak membentuk tim yang melibatkan mahasiswa akuntansi Universitas Nahdlatul Ulama Sidoarjo melalui seleksi wawancara dan lain-lain. Hasil kegiatan pengabdian kepada masyarakat ini adalah wajib pajak yang dilakukan pendampingan dapat menyampaikan SPT Tahunannya secara tepat waktu dengan benar, jelas, dan lengkap. Selain itu juga dapat meningkatkan kepatuhan pajak wajib pajak orang pribadi yang berada di wilayah Sidoarjo.

Kata Kunci: Pajak, Pelaporan SPT, E-Filing, Relawan, Sidoarjo
Digital and Network-Based Methods for Narrative Criticism
Authors: Dörpinghaus Jens 
Published: January 2024

The exegesis of biblical texts is usually a manual task. However, in computational linguistics, automated and artificial-intelligence-based methods are an emerging trend. This paper discusses possible intersections between computer-based natural language processing, analysis of narrative and literary texts, and narrative exegesis of biblical texts and in particular network-based methods. The problem with applying narrative criticism is its variety. The approaches differ slightly, not only due to the different original languages between OT and NT, but also between different literary approaches and schools in different countries. However, narrative approaches are a bridge to digital and network-based methods used in the humanities and computer linguistics. Thus, this paper provides an overview of already established methods and discusses a critical evaluation of possible synergies towards linked data, social network analysis, and knowledge graph approaches. Despite limitations regarding data management and accessibility several methods could be suitable for interdisciplinary research: The detection of time and space, sentiment analysis and the integration of social network analysis into narrative exegesis. Besides, the discussion with computer linguistics may give new perspectives for narrative exegesis.
Inger Ljung In memoriam
Authors: Larsson Mikael 
Published: January 2024

Inger Ljung var 1978 den första kvinnan som disputerade i Gamla testamentets exegetik i Sverige. Under närmare 4 decennier var hon verksam vid teologiska fakulteten i Uppsala. I hennes forskningsgärning märks två återkommande teman. Det ena gäller hermeneutiska grundfrågor. Vad gör vi när vi tolkar texter? Hur kan vi tydligare skilja mellan textens historiska betydelse och dess tillämpning i vår egen tid? Vilka kriterier ska vi använda för att bedöma tolkningar? Det andra rör kvinnors roll i historien och texterna, men också dess implikationer för kvinnor idag, i akademi, kyrka och samhälle. Inger Ljung bidrar till att introducera feministisk exegetik samt till utvecklingen av receptionsforskning i Sverige.