bluuebunny/crossref_metadata_2025_split huggingface dataset:
Harnessing Big Data and AI for Predictive Insights: Assessing Bankruptcy Risk in Indonesian Stocks
Authors: Marsenne Maureen , Ismail Tubagus , Taqi Muhamad , Hanifah Imam Abu 
Published: February 2025

Introduction: This research aims to investigate the use of financial Big Data and artificial intelligence (AI) in predicting the bankruptcy risk of companies listed on the Indonesia Stock Exchange (BEI), with the Altman Z-Score model as the main framework. Objective: In this research, an intervening variable in the form of financial data quality is introduced to assess the role of mediation in increasing the accuracy of bankruptcy predictions.. Method: The research method used is quantitative with the analytical method used is Structural Equation Modeling Partial Least Squares (SEM-PLS), which allows analysis of the relationship between independent variables (Big Data and AI), intervening variables (quality of financial data), and dependent variables (bankruptcy risk prediction). Result: The research results show that the integration of financial Big Data and AI significantly increases the accuracy of company bankruptcy risk predictions on the IDX, with the quality of financial data acting as an intervening variable that strengthens this relationship. The influence of Big Data and AI on bankruptcy prediction through the quality of financial data has also been proven to provide more precise and faster results compared to the conventional Altman Z-Score model. Conclusion: These findings confirm that the quality of financial data is a key factor that must be considered in optimizing bankruptcy predictions in the capital market. This research has implications for the development of financial technology (Fintech) and risk management strategies in public companies, especially in identifying bankruptcy risks more effectively by utilizing the latest technology.
Consensus recommendations on multiple sclerosis management in Australia and New Zealand: part 1
Authors: Shipley Jessica , Beharry James , Yeh Wei , Seery Nabil , Foong Yi Chao , Ayton Darshini , Siriratnam Pakeeran , Tan Tracie , Beadnall Heidi , Barton Joshua , Bridge Francesca , Wesselingh Robb , Taylor Lisa , Rath Louise , Haartsen Jodi , Gadi Mohammad , Nesbitt Cassie , Zhong Michael , Cushing Victoria , McKay Fiona , Morahan Julia , Trewin Benjamin Peter , Roos Izanne , Marriott Mark , Nguyen Ai‐Lan , Downey Emma , Crosby Joanne , Bosco Julian , Taylor Jennifer , Giles Lauren , John Nevin , Butler Ernest , van der Walt Anneke , Butzkueven Helmut , Blum Stefan , Simpson Marion , Slee Mark , Ramanathan Sudarshini , Hardy Todd , Macdonell Richard A L , Buzzard Katherine , Mason Deborah F , Lechner‐Scott Jeannette , Kilpatrick Trevor J , Kalincik Tomas , Taylor Bruce V , Broadley Simon A , Reddel Stephen , Johnson Douglas , Monif Mastura ,   the MS Interest Group, Australian and New Zealand Association of Neurologists
Published: February 2025

AbstractIntroductionMultiple sclerosis (MS) is a chronic inflammatory demyelinating and degenerative disease of the central nervous system. There were 33 335 people with MS in Australia in 2021 and 2917 in New Zealand in 2006 and the prevalence and incidence are increasing with time. Although new treatments have substantially improved outcomes in recent decades, the treatment landscape has become increasingly complex due to the expanding number of disease‐modifying therapies (DMTs) and associated safety considerations.Main recommendationsA total of 80 consensus recommendations were developed on the current best‐practice management of MS in Australia and New Zealand. Part 1 of these guidelines outlines the consensus recommendations covering domains including DMT counselling and selection, pre‐DMT assessments, monitoring disease activity on DMT, switching DMT, and discontinuing DMT. The remaining recommendations are outlined in Part 2, encompassing risk mitigation strategies during treatment with DMT, managing DMT in special situations (including pregnancy, postpartum, breastfeeding, active infection including COVID‐19, and malignancy), general lifestyle measures, acute MS relapses, and symptomatic treatments for MS.Changes in management as a result of the guidelinesThis two‐part position statement provides a practical resource for clinicians on current best‐practice consensus recommendations for managing adults (≥ 18 years old) with MS in the Australian and New Zealand health care settings. It outlines the 14 DMTs currently available through the Australian Pharmaceutical Benefits Scheme and eight through the New Zealand Pharmaceutical Schedule, including the unique efficacy, safety and monitoring considerations of each. Through these guidelines, we aim to support safe, timely and effective management of patients with MS in Australia and New Zealand.
Социальная поддержка и психология досуга: роль спортивных комплексов в формировании здорового образа жизни в Якутии (на примере СК «Дохсун»)
Authors: Варламова А.-С.В. , Макарова А.Н. 
Published: February 2025

в статье рассматривается физическая активность населения Якутии и влияние спортивных комплексов на её уровень, акцентируя внимание на спортивном комплексе «Дохсун». Анализируется роль современных спортивных объектов в формировании здорового образа жизни и повышении мотивации к занятиям физической культурой в условиях сурового климата региона. Исследуются факторы, способствующие росту интереса к спорту среди различных возрастных групп, а также влияние доступности спортивных сооружений на общественное здоровье и социальное взаимодействие. Кроме того, в статье представлены результаты эмпирических исследований, включающих опросы и анкетирования, которые подтверждают позитивное воздействие посещения спортивного комплекса на физическое и психоэмоциональное состояние граждан. Рассматриваются также аспекты государственной политики в области развития спортивной инфраструктуры, подчеркивающие необходимость инвестиций в данную сферу для формирования устойчивых традиций физической активности и укрепления здоровья населения. В заключение делается вывод о значимости создания условий для занятия спортом как ключевого элемента в улучшении качества жизни и социальной интеграции жителей Якутии.
the article examines the physical activity of the population of Yakutia and the impact of sports complexes on its level, focusing on the Dokhsun sports complex. The article analyzes the role of modern sports facilities in the formation of a healthy lifestyle and increasing motivation for physical education in the harsh climate of the region. The factors contributing to the growth of interest in sports among various age groups, as well as the impact of accessibility of sports facilities on public health and social interaction, are investigated. In addition, the article presents the results of empirical studies, including surveys and questionnaires, which confirm the positive effect of visiting a sports complex on the physical and psycho-emotional state of citizens. Aspects of state policy in the field of sports infrastructure development are also considered, emphasizing the need for investments in this area to form sustainable traditions of physical activity and promote public health. In conclusion, it is concluded that it is important to create conditions for sports as a key element in improving the quality of life and social integration of residents of Yakutia.
Развитие эмоционального интеллекта студентов через игровые техники
Authors: Ледянкина И.Ю. 
Published: February 2025

статья посвящена исследованию влияния игровых методик на развитие эмоционального интеллекта студентов. Рассматривается концепция эмоционального интеллекта, его компоненты и значимость в современных образовательных процессах. Особое внимание уделено анализу эффективности игровых техник как средства улучшения восприятия и управления эмоциями, развития эмпатии и коммуникативных навыков. Приводятся результаты исследования, проведенного среди студентов первого курса, которое показало значительное повышение уровня эмоционального интеллекта после участия в игре «Эмоциональный интеллект». На основании полученных данных делается вывод о целесообразности интеграции игровых методик в учебные программы для комплексного развития личности учащихся.
the article is dedicated to the study of the impact of game techniques on the development of students' emotional intelligence. It examines the concept of emotional intelligence, its components, and significance in contemporary educational processes. Special attention is paid to analyzing the effectiveness of game techniques as a means of enhancing the perception and management of emotions, as well as developing empathy and communication skills. The results of a study conducted among first-year students are presented, demonstrating a significant increase in emotional intelligence levels after participating in the game "Emotional Intelligence." Based on the obtained data, the article concludes on the feasibility of integrating game techniques into curriculum programs for the comprehensive development of students' personalities.
Filsafat Pendidikan Dalam Mengembangkan Karakter Siswa: Landasan Nilai Dan Implementasinya Di Era Digital
Authors: Sofi Khonisatur Rohmah  , Dya Qurotul A’yun  
Published: February 2025

Education in the digital era faces big challenges in forming students' character due to the influence of technology and social media which influence the way of thinking and understanding moral values. This article discusses the contribution of educational philosophy in developing student character by emphasizing the importance of moral and ethical values in education. The study was carried out using the literature study method with descriptive-analytic analysis. Educational theories, such as Ki Hadjar Dewantara's views, are the main basis for designing holistic educational strategies to shape student character. Implementing an educational philosophy in the digital era requires innovation, such as wise use of technology and strategies to overcome the negative influence of social media. This research concludes that the integration of educational philosophy values in learning practices can help create students who are not only academically intelligent, but also moral, responsible, and sensitive to social and technological change.

Pendidikan di era digital menghadapi tantangan besar dalam pembentukan karakter siswa akibat pengaruh teknologi dan media sosial yang mempengaruhi cara berpikir, serta memahami nilai-nilai moral. Artikel ini membahas kontribusi filsafat pendidikan dalam mengembangkan karakter siswa dengan menekanakan pentingnya nilai-nilai moral dan etika dalam pendidikan. Kajian dilakukan memalui Metode studi pustaka dengan analisi deskriptif-analitik. Teori-teori pendidikan, seperti pandangan Ki Hadjar Dewantara, menjadi landasan utama dalam merancang strategi pendidikan yang holistic untuk membentuk karakter siswa. Implementasi filsafat pendidikan di era digital memerlukan inovasi, seperti pemanfaatan teknologi secara bijak dan strategi untuk mengatasi pengaruh negative media sosial. Penelitian ini menyimpulkan bahwa integrase nilai-nilai filsafat pendidikan dalam praktik pembelajaran dapat membantu menciptakan siswa tidak hanya cerdas secara akademik, tetapi juga bermoral, bertanggung jawab, dan peka terhadap perubahan sosial dan teknologi.
Sosialisasi Etika Bisnis untuk Manajemen Usaha Pelaku UMKM Istiqomah di Kelurahan Oimbo
Authors: Kartin Aprianti  , Alief Sofyan Lanang  , Molita Molita  , Yuliani Fitari  , Muhammad Nur Haryadin  
Published: February 2025

The conduct of business,whether on a large or small scale,is faced with significant ethical issues.Business ethics refer to the moral principles that must be upheld by business practitioners.this community service activity (PKM) focuses on MSMEs in the food industry,particularly cake businesses,in oimbo village.the aim of this activity is to provide an understanding of the business ethics necessary for running a business,especially in densely populated areas. The method offered to partners/MSMEs is in the form of education/socialization using LEAFLETs which are carried out door to door. The material provided in the leaflet includes discussions on (1) The Role of Ethics in Business for MSMEs, (2) Benefits of doing business for MSMEs (3) Application of ethical principles in business in financial, marketing, production and HR activities. The results of the activity showed that partners were very enthusiastic in listening and discussing during the activity. In addition, it can provide knowledge about ethics in running a business.
GENERAL CORRELATIONS FOR THE PERFORMANCE PREDICTION OF STRIP FIN PLATE-FIN SURFACES
Authors: Abu-khader Mazen M. , Polley Graham T. 
Published: February 2025

The paper presents a theoretical study approach to the Nusselt number and friction factor characteristics in strip fin surfaces. Extensive analyses were conducted on the thermal and hydraulic performances of off-set strip fin surfaces using the experimental data provided by Kays & London [1] and Shah and London [2,3]. General relationships were developed to predict the hydraulic and thermal performances giving accurate predictions across all flow regimes for a wide range of common strip geometries. The pressure drop encountered during flow through channels having off-set strip fins is affected by both flow disruption and flow blockage. Flow disruption appears to be the dominant factor in the laminar flow region. Under turbulent flow conditions, both effects were considered. Laminar flow heat transfer is well predicted if the Graetz Number is based on four-time strip fin length. Turbulent flow heat transfer is found to be proportional to the square root of the friction factor.
Ai-Driven Power Quality Analytics and Improvement of Grid Connected Solar Energy Systems
Authors: Habib Md Ahsan , Arik Md Sadik Hassan , Mostakim Md Ali 
Published: February 2025

Grid-connected solar photovoltaic (PV) systems introduce significant power quality (PQ) challenges, including voltage fluctuations, harmonics, and frequency instability. Traditional PQ mitigation techniques struggle with real-time adaptation, leading to inefficiencies. This paper proposes an AI-driven PQ analytics framework using machine learning (ML) and deep learning (DL) for real-time detection, classification, and mitigation of PQ disturbances. Signal processing techniques like Fourier Transform (FT) and Wavelet Transform (WT) are employed for feature extraction. A MATLAB/Simulink-based simulation demonstrates that the proposed AI framework reduces total harmonic distortion (THD) from 7.5% to 2.1% and improves voltage stability by 20%. Comparative analysis highlights the superiority of AI-based control over conventional methods. The results confirm that AI-driven PQ enhancement offers a scalable and adaptive approach for solar-integrated grids. Future work will focus on IoT-based PQ monitoring and hybrid AI optimization.
Zeta series generating function transformations related to polylogarithm functions and the k-order harmonic numbers
Authors:   School of Mathematics, Georgia Institute of Technology, Atlanta, GA 30332, Schmidt Maxie D. 
Published: February 2025

We define a new class of generating function transformations related to polylogarithm functions, Dirichlet series, and Euler sums. These transformations are given by an infinite sum over the jth derivatives of a sequence generating function and sets of generalized coefficients satisfying a non-triangular recurrence relation in two variables. The generalized transformation coefficients share a number of analogous properties with the Stirling numbers of the second kind and the known harmonic number expansions of the unsigned Stirling numbers of the first kind.

We prove a number of properties of the generalized coefficients which lead to new recurrence relations and summation identities for the k-order harmonic number sequences. Other applications of the generating function transformations we define in the article include new series expansions for the polylogarithm function, the alternating zeta function, and the Fourier series for the periodic Bernoulli polynomials. We conclude the article with a discussion of several specific new “almost” linear recurrence relations between the integer-order harmonic numbers and the generalized transformation coefficients, which provide new applications to studying the limiting behavior of the zeta function constants, ζ(k), at integers k ≥ 2.
Moderasi Beragama di Ruang Digital: Studi Kasus Pada Harmonisasi Moderasi Beragama di STAI Haji Agus Salim Cikarang Bekasi
Authors: Ropiah Siti , Hafiz Sahlani 
Published: February 2025

Di era digital, moderasi beragama menghadapi tantangan dan peluang baru dalam menyebarkan nilai-nilai toleransi dan harmoni di tengah keberagaman. Ruang digital menjadi wadah yang efektif untuk mendiskusikan isu-isu keagamaan, tetapi juga berpotensi menimbulkan polarisasi jika tidak dikelola dengan baik. STAI Haji Agus Salim Cikarang Bekasi sebagai institusi pendidikan Islam memiliki peran strategis dalam membentuk pemahaman keagamaan yang moderat di kalangan mahasiswa melalui berbagai platform digital. Penelitian ini bertujuan untuk menganalisis penerapan moderasi beragama di ruang digital, dengan studi kasus pada harmonisasi moderasi beragama di Sekolah Tinggi Agama Islam (STAI) Haji Agus Salim, Cikarang, Bekasi. Ruang digital semakin menjadi arena penting dalam membangun pemahaman dan praktik moderasi beragama di tengah masyarakat yang multikultural. Penelitian ini menggunakan pendekatan kualitatif dengan metode deskriptif untuk menggali peran media digital dalam menyebarkan nilai-nilai moderasi beragama dan dampaknya terhadap harmonisasi hubungan antarumat beragama. Penelitian ini menggunakan metode kualitatif dengan pendekatan studi kasus untuk menganalisis penerapan moderasi beragama di ruang digital dalam lingkungan STAI Haji Agus Salim Cikarang Bekasi. Data dikumpulkan melalui wawancara dan observasi Data yang diperoleh dianalisis secara deskriptif dengan pendekatan interpretatif guna memahami pola interaksi dan dampak moderasi beragama dalam ruang digital kampus. Hasil penelitian menunjukkan bahwa STAI Haji Agus Salim telah memanfaatkan media digital secara efektif untuk mempromosikan moderasi beragama melalui berbagai program, seperti seminar daring, konten edukasi digital, dan diskusi lintas agama. Media digital memungkinkan penyebaran pesan moderasi secara lebih luas, cepat, dan interaktif, sehingga meningkatkan kesadaran masyarakat tentang pentingnya sikap toleransi dan penghargaan terhadap keberagaman. Namun, penelitian ini juga menemukan tantangan, seperti ancaman penyebaran konten ekstremisme dan hoaks di ruang digital yang dapat merusak upaya harmonisasi. Oleh karena itu, diperlukan strategi khusus, termasuk penguatan literasi digital, kolaborasi antar pemangku kepentingan, dan pengawasan terhadap konten yang bertentangan dengan nilai-nilai moderasi beragama. Penelitian ini menyimpulkan bahwa integrasi moderasi beragama di ruang digital merupakan langkah strategis untuk mendukung harmonisasi hubungan sosial di masyarakat, khususnya di lingkungan pendidikan seperti STAI Haji Agus Salim, Cikarang. Implikasi dari penerapan moderasi beragama di ruang digital STAI Haji Agus Salim Cikarang Bekasi menunjukkan bahwa pemanfaatan platform digital secara bijak dapat memperkuat nilai-nilai toleransi, harmoni, dan inklusivitas di lingkungan akademik. Mahasiswa menjadi lebih terbuka dalam berdialog mengenai perbedaan, mengurangi potensi konflik berbasis keagamaan, serta meningkatkan pemahaman keagamaan yang moderat.
El Deber Objetivo de Cuidado en la Mala Práctica Profesional: Análisis Jurídico del Homicidio Culposo en el Contexto de la Lex Artis
Authors: Carrión Torres John Franklin , Lojan Pinduizaca Mell Fernanda 
Published: February 2025

El derecho a la vida, base de todos los derechos constitucionales, en Ecuador está protegido a través de la tipificación de delitos como el homicidio culposo por mala práctica profesional, establecido en el artículo 146 del Código Orgánico Integral Penal (COIP). Este delito, que distingue entre homicidio culposo simple y calificado, se fundamenta en el incumplimiento del deber objetivo de cuidado y la inobservancia de la lex artis, la cual establece estándares mínimos de calidad profesional. Sin embargo, la interpretación de la lex artis, que varía según las condiciones específicas de cada caso, y la limitación del tipo penal únicamente al resultado de muerte generan desafíos legales y éticos. Aunque este marco legal representa un avance significativo en la protección del derecho a la vida, se evidencia una necesidad de ampliar su alcance para incluir otros daños graves que no impliquen la muerte, pero que afectan profundamente a las víctimas. La revisión de la literatura y el análisis jurídico destacan la importancia de establecer criterios más claros y específicos, tanto en la definición del deber objetivo de cuidado como en la regulación de resultados lesivos, lo que permitiría una mayor certeza jurídica, una mejor reparación integral y un ejercicio profesional de mayor calidad. La metodología empleada es la bibliográfica documental con enfoque cualitativo, que permite una revisión exhaustiva de la literatura como base para el entendimiento del tema. En cuanto a los resultados y discusión se desprende que, si bien en el Ecuador se trata de regular la mala práctica profesional, el tipo penal no está correctamente entendido, además de que su alcance es limitado lo cual implica que, en muchos de los casos no se cumpla con la prevención general propia del Derecho Penal.
Hur används de, dem och dom i nutida skriftspråk? En storskalig korpusundersökning av nyheter och sociala medier
Authors: Coussé Evie , Adesam Yvonne , Rekathati Faton , Berdicevskis Aleksandrs 
Published: February 2025

This study ties in with a longstanding debate on the Swedish spelling variants de, dem and dom for personal pronouns (third person plural) and definite articles (plural). It charts the usage of de, dem and dom in five large corpora with news and social media texts over the past 25 years. The corpora contain more than 1.5 billion tokens, which rules out manual handling of the data. Instead, this study makes use of computational methods (including an AI language model) to automatically identify and classify relevant observations. Analysis of the news corpora shows a relatively stable usage of de, dem and dom over the past 25 years. The forms de and dem are predominantly used according to the norm: de for pronouns in subject position and as a definite article; dem for pronouns in object position. The colloquial form dom is hardly found in news texts. Analysis of the social media corpora shows more variation and change. The colloquial form dom is used in 5–25% of all instances instead of de or dem and has decreased after an initial rise. The forms de and dem are sometimes used in a non-standard way: de occurs in object position in 4–10% of the observations; dem is found in subject position or as a definite article in 1–7% of the cases. Non-standard dem is potentially on the rise with younger writers. The corpus analysis also provides details on the usage of de and dem in relative clauses, and on the users’ ratings of posts containing de, dem and dom on the social media platform Reddit.