bluuebunny/crossref_metadata_2025_split huggingface dataset:
A Self-Attention-Driven Deep Learning Framework for House Price Prediction Using Multimodal Data
Authors:   Computer Science And System Engineering, Lendi Institute Of Engineering And Technology, Vizianagaram, Pujitha A. 
Published: February 2025

- House price prediction remains a critical challenge in the real estate domain, requiring the consideration of diverse factors that influence housing prices. Traditional models often fail to capture the intricate relationships between these factors, resulting in limited predictive accuracy. To address this, we propose an end-to-end Joint Self-Attention Mechanism for house price prediction, integrating public facility data (e.g., parks, schools, transit) and satellite imagery to assess environmental contexts. Our approach emphasizes the identification of critical features and their interactions, enabling the discovery of complex spatial and contextual relationships.By combining the Joint Self-Attention Mechanism with Spatial Transformer Networks (STN), we aim to establish a robust and precise framework for understanding housing market dynamics. This innovative methodology introduces a new perspective on integrating spatial and contextual data for more informed and reliable house price predictions.

Key Words: House Price Prediction, Joint Self-attention Mechanism, Heterogeneous Data, Google Satellite Map ,Spatial Transformer Network
THE EFFECT OF PROFITABILITY, LIQUIDITY, AND SOLVENCY ON GOING CONCERN AUDIT OPINION WITH COMPANY SIZE AS A MODERATING VARIABLE
Authors: Roidah Lidya Sara , Subekti Imam 
Published: February 2025

Research background: Going concern is a condition that assumes whether the company can continue to operate in the future. The issuance of this going concern audit opinion is a warning to companies and investors regarding business sustainability.
Purpose of the article: This research aims to examine the factors of providing going concern audit opinions based on the theory of Audit Standards (SA) 570. The moderating variable in this research aims to test whether company size causes inconsistencies in previous research.
Methods: The population includes Indonesian public companies in 2020-2022, from which 277 samples are selected though random sampling utilizing the Slovin formula.
Findings & value added: The research results exhibit that liquidity and solvency ratios have a negative effect on going concern audit opinions as the greater the ability to pay debts, the smaller the possibility of receiving a going concern audit opinion. Profitability has no effect on going concern audit opinion because profitability does not always project a company's future financial potential. Company size weakens the effect of liquidity on going concern audit opinions for the larger the company size, the more difficult it is to prevent from receiving going concern audit opinions. Company size does not moderate the effect of profitability and solvency on going concern audit opinions because auditors do not consider company size as the main factor in assessing business continuity.
PERTINENCIA DE LA INVESTIGACIÓN FORMATIVA EN LA PRÁCTICA DOCENTE
Authors: Maribel Castro  , Viviana Azuero  
Published: February 2025

El interés central de este texto se basó en analizar la importancia de la investigación formativa –en adelante, IF- para el desarrollo de la práctica pedagógica de docentes de preescolar y primero. De igual manera, evaluó los impactos de esta última en los procesos de formación de los estudiantes de los grados en mención. Para alcanzar dicho propósito, el artículo tuvo presente en su argumentación la construcción de un postulado conceptual sobre IF, que partió sobre sus características y principios desde lo pedagógico. También, los ámbitos o escenarios en los cuales se implementa la misma. Es así como, la IF se dimensiona acá desde la pedagogía constructivista en lo que respecta a su campo de acción. Luego, se describieron y comprendieron la realidad de esta última en la profesión docente y en los procesos de formación de los estudiantes. En este sentido, se sustentan los alcances que genera la enseñanza desde la investigación en las primeras etapas de formación escolar; y las dificultades que se identifican cuando la IF no se implementa en el aula e clase. Finalmente, se debe dimensionar la investigación en el aula desde políticas públicas que permitan la implementación, seguimiento y evaluación de la misma en aras de fortalecer el servicio educativo.
DESIGUALDADE SOCIORRACIAL E O PROJETO DE IDENTIDADE NACIONAL DO BRASIL
Authors: Souza Delza da Hora , Sanhá William Ahmed 
Published: February 2025

Este artigo objetiva discutir a desigualdade racial e o projeto de identidade nacional do Brasil Contemporâneo, e como essa questão foi abordada na campanha eleitoral à presidência da República em 2022. A pesquisa se constitui em uma análise da historicidade da população negra no país através dos aportes teóricos de Joaquim Nabuco que analisa a questão do abolicionismo no Brasil, Oliveira Viana que, entre muitos temas, reflete a questão do embranquecimento da população brasileira e dos pensamentos de Gilberto Freyre que marca um período em que houve uma mudança social relacionada à concepção da negritude e impactam, até a atualidade, nas ações que visam diminuir as consequências causadas pela escravidão. Ao longo dos anos diferentes políticas públicas foram implementadas no Brasil com o intuito de viabilizar a ascensão da população negra, entre elas a política de ações afirmativas que contribuem, de forma significativa, com o desenvolvimento socioeconômico do país, além de promover a equidade para esse grupo social.
La gestión de ventas y satisfacción del cliente en la empresa Barmon Beauty Medicina Estética
Authors: Barreda Moreno Kevin Daniel , Cerón Villa Omar , Baldovinos Leyva Irma 
Published: February 2025

En la vida comercial de una empresa de servicios, las ventas se convierten en un motor esencial para el crecimiento potencial, mejorando procesos, así como la toma de decisiones. Para este trabajo se utilizó una metodología exploratoria-descriptiva, con un enfoque cuantitativo, con la finalidad de obtener información sobre la opinión de los clientes que solicitan servicio en la empresa Barmon Beauty Medicina Estética, apoyándose en un muestreo aleatorio simple de quienes utilizaron algún servicio durante los primeros cinco meses de 2024, para ello se aplicó el instrumento SERVQUAL el cual tiene 22 ítems con escalas del 1 al 7, donde 1 es la calificación más baja y 7 es la opción con mayor valor, enviado a través de Google Forms para su posterior análisis de fiabilidad para medir las cinco dimensiones que presenta, como: la fiabilidad, sensibilidad, seguridad, la empatía y elementos tangibles, con los cuales se pudo conocer la opinión sobre la satisfacción del servicio y su relación con la gestión de ventas hacia el cliente, además de recomendar que la capacitación del personal así como la actualización tecnológica sean considerados para mejorar la gestión que realiza la empresa.
Going Solo or in Numbers? Perspective of Secondary Teachers on Classroom Rules Establishment
Authors: Letuma Motsekiso 
Published: February 2025

Effectively managing a classroom requires teachers to establish clear rules for acceptable and inappropriate behaviour in the learning environment. These rules assist teachers in managing diversity since learners come from various backgrounds. Evidence indicates the existence of classroom indiscipline in secondary schools in South Africa. This study explored how secondary schools established classroom rules. The study was grounded on general systems theory, utilised the interpretivism paradigm, employed a qualitative approach and a multiple case study design. Three data collection instruments were used: document analysis, semi-structured interviews, and focus group interviews. Inductive content analysis was used to analyse the generated data. The findings revealed that some sampled schools have not established classroom rules. For the schools that do, establishing the rules rests on teachers’ individual practices and expertise since the rules range from six to eighteen in different classes and are in written in positive and negative language. The study concludes that professional development opportunities for teachers regarding effective classroom rule establishment are minimal in schools. This study suggests that the department capacitated teachers to establish classroom rules and monitor adherence. The study offers a transformative change, shifting the focus of professional development from solely curriculum implementation to also encompassing classroom behaviour management strategies in schools.
Validitas Media Pembelajaran Fisika Berbasis Visual Basic Application (VBA) Spreadsheet Excel Pada Materi Tumbukan
Authors: Ain Trise Nurul , Rahmatulloh Ahmad , Sulistyo Danang 
Published: February 2025

Peningkatan kualitas pendidikan dapat dilakukan melalui pemanfaatan kemajuan teknologi dalam pembelajaran. Salah satu pemanfaatan kemajuan teknologi tersebut dapat berupa pengembangan simulasi interaktif materi fisika. Penelitian ini bertujuan untuk mengembangkan simulasi fisika materi tumbukan dengan menggunakan VBA Spreadsheet Excel dengan metode ADDIE. Penelitian ini memfokuskan pada hasil validitas simulasi yang telah dikembangkan sehingga terdapat tiga tahapan penelitian yang dilakukan yaitu tahap analisis, tahap desain dan tahap pengembangan. Teknik pengumpulan data yaitu dengan menggunakan lembar validasi yang diberikan kepada validator. Hasil validsi tersebut kemudian dianalisis dengan menggunakan skala likert dalam penilaiannya. Berdasarkan hasil analisis data didapatkan bahwa baik dari aspek materi maupun media, simulasi yang dikembangkan dinyatakan valid dengan skor pengkategorian sangat tinggi untuk aspek materi dan tinggi untuk aspek media. Validator menyatakan bahwa simulasi yang dikembangkan bersifat interaktif sehingga diharapkan dapat meningkatkan pemahaman konsep siswa. Simulasi tumbukan yang dikembangkan peneliti dinyatakan valid sehingga dapat digunakan sebagai media pembelajaran dalam memahami materi tumbukan. Fenomena tumbukan yang terjadi dalam waktu yang singkat dapat dianalis dengan media yang dikembangkan sehingga pemahaman konsep peserta didik diharapkan dapat meningkat.
Determinant of Financial Flexibility: Internal Funding, External Funding, and Moderating of Investment Firms Listed in Indonesia Stock Exchange
Authors: Sari Pristin Prima , Hermuningsih Sri , Hidayat Riskin , Rahmawati Anisya Dewi 
Published: February 2025

Purpose- The research aims to find empirical evidence of the influence of internal and external funding on financial flexibility with firms' investment moderation on the Indonesian Stock Exchange.
Design/methodology/approach - The Research Method uses quantitative methods using multiple regression analysis. The sample used was the food and beverage sector on the Indonesian Stock Exchange. Data uses annual financial reports 2019-2023.
Originality - This research uses the flexibility variable as the dependent variable, whereas in most previous research, flexibility was used as the independent variable.
Findings and Discussion - The research results show that internal and external funding have no significant effect on financial flexibility but investment has a significant effect on financial flexibility. Investment can moderate internal funding and external funding on financial flexibility.
Conclusion - Investment can moderate internal funds and external funds to financial flexibility. Suggestion for future research to use other variable that impact on financial flexibility. This Research has recommended that firm management consider fund sources to gain financial flexibility. The Higher the financial flexibility the higher fulfill firm expenditure. The benefit of research is for managerial decision-making related to internal and external funding sources which have an impact on financial flexibility with investment moderation.
UPRAVLJANJE RAZVOJEM U POLICIJI
Authors: Kozarić Rusmir , Kršić Željko 
Published: February 2025

Policijski sistem u Bosni i Hercegovini pravno i organizaciono uspostavljen je u okvirima ustavnih rješenja kao dio sigurnosne zajednice koja djeluje na pozicijama teritorijalnog ustojstva kroz integrisani sistem decentralizovanog i centralizovanog načina upravljanja i rukovođenja. Iako je na prvi pogled ovakav oblik kombinacije nemoguć, sistem koordinacije i subordinacije uspostavlja mehanizme pomoću kojih policija osigurava funkcionalno i efikasno djelovanje na svim operativnim nivoima. Policijski resursi sposobni su da prepoznaju i detektuju sve sigurnosne rizike i izazove, pa i u onim najsložeijim sigurnosnim prilikama.
Tradicionalni model još uvijek je prisutan u nekim policijskim organizacijama, međutim potrebe savremenog demokratskog društva iniciraju razvoj policijskog sistema u pravcu jačanja i afirmisanja unutrašnje forme, funkcionalnosti i efikasnosti u izvršavanju postavljenih zadataka i ciljeva. Razvoj policijskog sistema je neminovan proces koji je sam po sebi nužan u prilikama složenih sigurnosnih izazova, kao što su terorizam, organizovani kriminal, migrantska kriza, zaštita ljudi i materijalnih dobara od prirodnih i drugih nesreća, djelovanje policije u uslovima pandemije izazvane virusom COVID-19 itd.
Razvojni proces policije također je značajan u cilju uspostavljanja modernih strategija prevencije kriminaliteta kao i transparentnijeg odnosa prema zajednici, što se na prvom mjestu odnosi na uspostavljanje modela rada policije u zajednici kao i novog (preventivnog) pristupa policije sa tendencijom sigurnijeg okruženja građana kroz model pružanja servisnih usluga, odnosno poslova policije koji odstupaju od tradicionalnih pristupa.
Kepemimpinan dan Kepercayaan
Authors: Annysa Gea Putri  , Dinda Nurul Wahidiyah  , Fitria Ghaida Nurrahma  
Published: February 2025

ABSTRAK
In the same context, leadership and trust are related in an organization or activity. Having trust in leaders has a positive impact on results such as good behavior as well as job satisfaction and engagement. Leadership refers to a person's way of leading, directing and managing the stages of an organization to achieve a predetermined goal. In the context of this research, we use Visionary and Transformational leadership methods where as a leader develops his vision in leading to provide good direction and as a transformational leader he needs to be aware of change and must create a new vision and implement changes to that vision.
Leadership and trust have factors that support building positive relationships, namely freedom from fear, communication, interaction, personal involvement, and honesty. This research uses Visionary and Transformational leadership methods where developing a vision as a leader in leading to provide good direction and as a transformational leader needs to be aware of change and must create a new vision and implement changes with a clear vision and mission regarding the future of the organization or a group that can direct actions to achieve goals
Pedagogical practice of organization of the spiritual-moral education in Ukrainian schools
Authors: Сіданіч Ірина , Романенко Євгеній , Жукова Ірина , Семененко Лілія , Ліневич Микола 
Published: February 2025

In the article proved, that the main tasks of methodology of teaching of subjects of spiritual moral direction are the following:
а) establishing of cognitive value of subjects of the spiritual-moral direction that is concluded in acquaintance of pupils with Bible – the Source of Christian moral, Christian moral values – truth, piety, good, love, beauty, dignity, duty, conscience and honesty and with canons of moral behavior in the light of Bible, common to all confessions;

b) elucidation of educational value of subjects of the spiritual-moral direction, which mastering provides the formation of pupil’s person on the foundations of Christian spiritual, moral and cultural values; upbringing of the Christian moral virtues in pupils, creation of the moral-ethical conditions for self-cognition, self- development and self-realization of pupils, elaboration of the features of character of schoolchildren in accordance with Christian moral principles of attitude to God, themselves, their neighbors, state, nature;
c) determination of the place of subjects of spiritual-moral direction in the system of school education as elective activities (in the process of their teaching are used knowledge of natural and humanitarian subjects to prove the truth of Bible and realization of the spiritual-moral education);

e)exposure of the content of subject «Bases of Christian ethics» that comprehends the knowledge of New and Old Testament, knowledge about the moral- ethical behavior of human in the different social spheres in the light of Bible according to the requirements of learning program, mastering in pupils of the special skills of work with Bible, scientific literature and so on.
There was set the connection between the renewal of content of the spiritual- moral education, introduction of variation component of Base curriculum (the courses of spiritual-moral education) into educational process and needs of general educational institutions for elaboration, approbation and introduction of the learning programs of spiritual-moral content, preparation of the teacher as a conductor of spiritual-moral education of children and youth. The requirements to the personal- professional preparation of the teacher are conditioned by the state strategy of elaboration of the system general secondary education in Ukraine in general and by the specific factors of teaching of the learning programs of spiritual-moral content, especially, («Bases of Christian ethics», «Christian ethics in Ukrainian culture», «Biblical history and Christian ethics»). In the professional activity of the teacher are actualized the questions of cooperation between educational institutions and families of pupils, religious communities.
Konsep Akad ' Seadanya ' dalam Sistem Perdagangan Masyarakat Banjar Kalimantan Selatan
Authors: Rizali Muhammad , Zahra Pati Matu , Badrian  , Syarqawie Fithriana , Hafidzi Anwar , Hisanah Alpasa Khairatun 
Published: February 2025

This journal examines the customary practices of the Banjar community in conducting "sighat akad" (contractual declaration) during transactions, which involve not only using the phrase "sell" or stating the price of the item as "I sell this shirt for fifty thousand,"but also adding the phrase "sell as is". The purpose of this research is to understand the perspective of the Shafi'i school of thought regarding the legal status of the contract of sale using the phrase "sell as is" in the Banjar community's practices. The research methodology employed in this study is field research with descriptive analysis, where data is collected through interviews and literary sources regarding the contractual agreements of buying and selling, which are then compared with the theories from the Shafi'i perspective. Based on the findings of this research, it can be concluded that according to the Shafi'i school of thought, the contract of sale using the phrase "sell as is" is permissible due to the mutual agreement between the seller and the buyer. This perspective aligns with the main objectives of a contract, which include the presence of mutual agreement, clarity of the object and terms, rightful ownership, and immediate payment and delivery.
OPTIMALISASI AKSES PELUNASAN HAJI MELALUI PRODUK CICIL EMAS BSI GOLD TO BAITULLAH
Authors: Eki Puspita Ariyanti  , Bakhri Saiful 
Published: February 2025

Penelitian ini dilakukan dengan tujuan untuk menyelidiki secara rinci penggunaan cicilan emas sebagai alternatif pembiayaan bagi jamaah haji. Fokus utama penelitian ini adalah untuk mendalami prosedur dan efektivitas sistem cicilan emas dalam mengatasi berbagai tantangan yang muncul selama proses pelunasan biaya haji. Dengan mengadopsi pendekatan kualitatif dan memanfaatkan teknik pengumpulan data seperti sumber data sekunder diperoleh dari artikel, dan internet, sedangkan data primer dikumpulkan melalui observasi, dan dokumentasi. Penelitian ini bertujuan untuk memberikan pemahaman yang lebih dalam tentang bagaimana cicilan emas digunakan dalam pembayaran biaya haji di Bank Syariah Indonesia. Hasil temuan dari penelitian ini menunjukkan dengan BSI Cicil Emas Gold To Baitullah pergi ibadah haji lebih terencana dan lebih mudah, serta keberhasilan program pelunasan haji melalui cicilan emas dalam menyediakan solusi pembayaran haji terjangkau dan terstruktur. Hal ini memperluas akses bagi masyarakat untuk melaksanakan ibadah haji. Selain itu, penelitian ini juga bertujuan untuk meningkatkan pemahaman tentang peran cicilan emas sebagai opsi pembiayaan yang inklusif bagi umat Islam yang ingin melakukan haji, serta memberikan rekomendasi untuk pengembangan lebih lanjut dalam konteks perbankan syariah dan pembiayaan haji di Indonesia. Dengan pemahaman yang lebih mendalam tentang manfaat cicilan emas sebagai opsi pembiayaan, diharapkan Bank Syariah Indonesia dapat meningkatkan pelayanan kepada nasabah, sehingga dapat memenuhi kebutuhan spiritual dan keuangan mereka terkait perjalanan haji dengan lebih efektif.
A IMPORTÂNCIA DO RECONHECIMENTO DAS ENCEFALOPATIAS EPILÉPTICAS E DO DESENVOLVIMENTO PELO PEDIATRA GERAL
Authors: Xavier Samuel Cavalcante , Uchôa Ludmila Inácio de Lima 
Published: February 2025

As encefalopatias epilépticas e do desenvolvimento (DEE) representam um conjunto de síndromes neurológicas graves caracterizadas por crises epilépticas frequentes e refratárias, geralmente associadas a atraso ou regressão no desenvolvimento neuropsicomotor, além de comprometimento cognitivo e comportamental. A maioria é de etiologia genética, justificando abordagem diagnóstica precoce e abordagem terapêutica rápida, assertiva e multidisciplinar.

O pediatra geral desempenha um papel importante na identificação inicial das encefalopatias epilépticas e do desenvolvimento. Podendo atuar na abordagem da descompensação de crises, na identificação e manejo do estado de mal epiléptico, na diferenciação dos eventos paroxísticos, na solicitação de exames complementares, no tratamento inicial, no encaminhamento para o especialista, além de ser responsável pelo suporte psíquico às famílias.

Esta revisão tem como objetivo fornecer uma abordagem sistemática e prática para o pediatra geral, abordando a classificação das encefalopatias epilépticas e do desenvolvimento, os principais tipos na infância, os métodos diagnósticos, as estratégias terapêuticas iniciais e as diretrizes atuais que orientam o manejo dessas síndromes. Além disso, serão abordadas as complicações mais frequentes, incluindo o risco de status epilépticus e o impacto no neurodesenvolvimento, assim como as estratégias de suporte psicossocial e educacional para o paciente e sua família.