bluuebunny/crossref_metadata_2025 huggingface dataset:
Coffee Sales Prediction for Vending Machines Based on ARIMA Model
Authors: Chen Zenan
Published: December 2024

The global coffee market is booming and consumer preferences are refined. Vending machines have significant potential in coffee sales. However, predicting coffee sales to balance supply and demand, reduce inventory, and improve customer satisfaction is a crucial issue for the industry. This paper presents a study on the prediction of coffee sales in vending machines using the Autoregressive Integrated Moving Average (ARIMA) model. The analysis is based on a comprehensive dataset of daily coffee sales records, which provides valuable insights into consumer behavior and sales trends. The ARIMA model is employed to capture the temporal dependencies and patterns within the sales data. The fitted model is then validated using the Ljung-Box Q-test to ensure that the residuals are uncorrelated, indicating a good fit. The results show that the ARIMA model has a high prediction accuracy, with a Root Mean Square Error (RMSE) of 68.9416, and can roughly predict future coffee sales. This study contributes to the literature on time series analysis and forecasting in the retail industry, particularly in the context of automated vending machines. The findings have practical implications for vending machine operators, who can leverage the predictions to optimize inventory management, sales strategies, and customer service.
Comparative Study of Fake News Detection Using Sentiment-Integrated Logistic Regression, LSTM, and Hybrid Models
Authors: Nie Zihao
Published: December 2024

With the advent of the digital age, fake news spreads faster and faster on social media, causing a major adverse impact on social public opinion. Therefore, effective information detection technology is very important to mitigate the negative impact of false information and protect the health and stability of society. This research aims to improve fake news detection by incorporating sentiment analysis into traditional machine learning and deep learning models. The dataset used ISOT dataset contains more than 40,000 news articles and is used to compare the performance of logistic regression, Long Short-Term Memory (LSTM), and hybrid ensemble models. The study results show that the accuracy of the integrated model is the highest, reaching 99.24%, and the F1 value is 0.9922. The accuracy of logistic regression also reached 99.12%. Although sentiment analysis can add some value, it has a limited impact on model performance. This means that combining the traditional learning model with the deep learning model can enhance the fake news detection effect.
Application of Factor Sensitivity Analysis Using Random Forest Model in Investment DecisionsTaking the Semiconductor Sector for Example
Authors: Jiang Wei
Published: December 2024

The semiconductor industry is the key field of the countrys scientific and technological innovation and industrial transformation and upgrading. Sensitivity analysis by random forest model can reflect the influence of input variables on the output response. Through sensitivity analysis, 32 financial factors will be considered and the weight coefficients affecting investors' investment decisions in the semiconductor industry will be determined and ranked using the random forest model. The research results show that mean deviation, Research & Development expense and other factors play a high weight in the investment decision of semiconductor companies. Based on the above research, it is effectively judge the profitability of all listed companies in the semiconductor industry according to the factors in the secondary factor pool. The application of the Random Forest model in the semiconductor sector provides valuable insights into key factors influencing investment returns.
数字经济背景下工业4.0技术对人力资源需求与技能结构的影响
Authors: 路 阳 , 刘 涵
Published: December 2024

在数字经济的迅速发展背景下，工业4.0技术作为推动现代企业变革的核心动力，正不断重塑企业的生产方式、结构以及市场需求。企业的运营模式正在从传统的劳动密集型向技术密集型转变，这一变化显著影响了企业对人力资源的需求和技能结构。
本文通过详细研究工业4.0技术对人力资源需求和技能结构的影响，探讨了数字化劳动力的优势及其在企业中的应用，并提出了基于工业4.0技术的企业人力资源管理举措。研究内容包括分析工业4.0技术的主要特征和应用场景，探讨企业在招聘、培训、绩效管理和员工关系管理等方面的变化，以及数字化劳动力的兴起对传统用工模式的冲击。通过对劳动力需求结构、效能提升和学习型组织建设的分析，本文揭示了企业人力资源管理面临的新挑战和机遇。
本文的研究成果表明，工业4.0技术显著提高了企业的生产效率和管理效能，推动了劳动力需求结构的深刻变革。通过引入大数据分析、人工智能和云计算技术，企业能够实现精细化管理和精准决策。同时，建立学习型组织成为企业应对快速变化技术环境的必然选择。本文提出了转变人力资源观念、强化人才激励体系、注重技术人才建设和营造特色企业文化等具体举措，为企业在数字经济时代实现高质量发展提供了理论支持和实践指导。这些研究成果具有重要的理论意义和实际应用价值，能够帮助企业在激烈的市场竞争中保持竞争力，实现可持续发展。
Educação do campo e agroecologia: caminhos para uma prática social
Authors: Oliveira Saul Lomba Bulhosa , Diório Ana Paula Inácio
Published: December 2024

A Educação do Campo enquanto movimento político se materializa na da luta dos trabalhadores do campo por um novo modo de vida, cuja Agroecologia é tomada como práxis de formação humana, transformação social e novo paradigma de produção. O objetivo deste trabalho é discutir as relações entre Educação do Campo e a Agroecologia enquanto prática social, tendo como eixo de análise a dimensão formativa do trabalho. O estudo foi produzido a partir de análise materialista dialética que compreende a educação como um produto histórico-social, que não desvincula as particularidades do universal e nem do modo de produção que a forjou. Como maneira de resistir ao processo de expropriação e alienação promovido pelo capitalismo, os movimentos sociais resistiram e seguem construindo práticas educativas em prol de uma educação libertadora e emancipatória. Atinente à relação entre Educação do Campo e Agroecologia observamos as práticas educativas com intencionalidade, comprometidas com a vida social e que não se baseiam no produtivismo alienador do capital, mas valorizam o trabalho social vivo como produto humano e coletivo.
The Problem Of Armenian Statehood And Hunchakyan Political Party (1918-1921)
Authors: Hovhannisyan Gegham
Published: December 2024

At the end of the 19th century and the beginning of the 20th century, during the rise of the national liberation movement of the Armenian people, the restoration of national statehood became one of the priority issues of the Armenian social and political thought. There were fundamental conditions for this. During the First World War, the overthrow of the Russian autocracy and the collapse of the empire, the defeat of Ottoman Turkey and the creation of the First Republic of Armenia made possible to restore the lost Armenian statehood in the territory of historical Armenia and the solution of the Armenian Question more realistic. In that period, each of the Armenian national-political circles had its own point of view regarding the political orientation of the Armenian people, the structure, character, and territory of the national state.
Կանանց կերպարային դրսևորումները հայ և եվրոպական գրականության մեջ (ԺԱ-ԺԴ դդ․)
Authors: Թամանյան Նաիրա Իլյայի
Published: December 2024

Women's images in European and Armenian literary cultures were formed mainly under the influence of biblical systems and express the realities, social, social and moral norms of the time. Unlike European literature, Armenian literature lacks chivalric novels, which was conditioned by other social and historical circumstances. Female characters can be conditionally grouped by archetypes (maiden, mother, faithful wife, wise woman, heroic woman, deceiver, sinner, victim, femme fatale), the characteristics of which can be combined in one manifestation of character.
Французские теоретики классицизма 1670-Х гг.: Рационализм VS идеализм
Authors: Голубков Андрей Васильевич
Published: December 2024

This article is devoted to the analysis of several significant texts of French aesthetic thought of the 1670s, in which the corpus of ideas that received the designation of “Classicism” in the middle of the XIXth century was embodied: “Les entretiensd’Ariste et d’Eugène” by Dominique Bouhours, 1671; “L’art poétique” by Nicolas Boileau- Despréaux, 1674; “Les réflexionssur la poétique de ce temps et sur les ouvrages des poètesanciens et modernes” by René Rapin, 1674; “Traité du poëmeépique” by René Le Bossu, 1675; etc.). The selected works created in the era of the so-called “Classicism of Louis XIV” largely inherit the concepts developed in line with the “Classicism of Richelieu” (1620–1640s, Jean Chapelain, Abbot d'Aubignac, Claude de Vaugelas).
La construction sociale de la néonymie : le cas des termes bergeriens en sociologie
Authors: Gagné Anne-Marie
Published: December 2024

Naît-on néonyme ? Cette étude microterminologique, portant sur les trajectoires de deux néologismes bergeriens en sociologie, examine la dimension sociale de la néonymie (ou néologie terminologique) en sciences humaines et sociales. Dans la continuité du projet socioterminologique (Gaudin, 2003), elle emprunte à la terminologie textuelle et à l’approche lexico-sémantique, de même qu’aux sociologies socioconstructivistes pour analyser les conditions sociales de production et de diffusion des néonymes. Toutes les occurrences de deux néologismes d’un micro-corpus constitué de trois ouvrages de Peter L. Berger (1961, 1963 ; Berger & Luckmann, 1967 [1966]) sont d’abord relevées, couvrant une diachronie courte de cinq ans. Puis l’origine de ces néologismes, leur diffusion dans leur champ disciplinaire d’origine, leur acquisition (ou non) d’un statut de néonyme et leur traduction sont examinées dans les trois versions en espagnol et en français de l’ouvrage de 1963 (trad. Galofre Llanos, 1967 ; trad. Feisthauer, 1973, trad. Merllié-Young & Merllié, 2014 [2006]), couvrant cette fois une diachronie longue, de plus de 60 ans. À partir d’une analyse fondée sur une approche interdisciplinaire, nous discutons de la création néologique en sciences sociales et humaines et de la part de conscience dans cet acte (Humbley, 2016 ; Sablayrolles, 2018). Nous explorons ensuite la nature et les fonctions sociales des néonymes et remettons en question les distinctions « néonymie d’origine-d’appoint » (Rondeau, 1984) et « formation primaire-secondaire » (Sager, 1990). Finalement, en plus d’explorer les possibles contributions d’une approche socioconstructiviste à la terminologie, notre étude représente une application de cette dernière discipline à l’histoire des sciences et de leurs vocabulaires.
Treatment of symptomatic osteoarthritis of the wrist and thumb base: pushing the boundaries
Authors:   , Berkhout Merel Jen-Lan
Published: December 2024

This thesis aims to contribute to the knowledge on different aspects and developments in the treatment of osteoarthritis and to help hand surgeons in making treatment choices.

Chapter 2 evaluates the current preferred techniques in the surgical treatment of isolated CMC-1 osteoarthritis among hand surgeons in Europe.

Chapter 3 explores the value of CMC-1 denervation in early CMC-1 osteoarthritis by a literature review in combination with a retrospective cohort study.

In Chapter 4 the results are presented of a retrospective study on resection of the distal pole of the scaphoid for the treatment of painful STT osteoarthritis.

Chapter 5 presents the surgical treatment choices in isolated STT osteoarthritis in a survey among European hand surgeons. An online survey was distributed to 20 participating member states of the FESSH.

Chapter 6 investigates the kinematic outcome of RSL arthrodesis with subsequent excision of the distal pole of the scaphoid and the triquetrum.

Chapter 7 compares the long-term outcomes of PRC and FCA in a consecutive series of patients surgically treated between 1989 and 1998 in a single teaching hospital.

Chapter 8 investigates failed biaxial wrist protheses, being replaced by the Universal 2 prosthesis.

Chapter 9 This observational pilot study aimed to investigate to what extent combined palmar and dorsal scapholunate (SL) ligament reconstruction restored 1) carpal bone positioning in the neutral wrist pose, 2) the SL rotation axis, 3) physiological SL motion, 4) the SL distance.
Status of 119 Ambulance Response Time Compliance and Associated Factors by Region: Focusing on 85 Si-gun-gu
Authors:   National Fire Research Institute of Korea, Kwon Hyeji , Shin Youngjeon
Published: December 2024

This study analyzed the emergency activity reports for 2022 from 85 local governments to the factors that affect the time and median time of emergency events. The median 119 ambulance response times in the 85 cities and counties were 37 minutes RTt, 10 minutes RT₁, 1 minute RT₂, and 15 minutes RT₃. The median RT₁ was 7 minutes (Dong-gu, Busan and Dong-gu, Ulsan) and 17 minutes (Sinan-gun, Jeollanam-do), with disparities between the regions. The proportion of RT₁s met within 9 minutes (RT1-9) was also different, with 64.6% (Dong-gu, Busan) and 17.4% (Sinan-gun, Jeollanam-do). Multiple logistic regression analysis showed that a higher number of 119 ambulances per area was associated with a higher likelihood of meeting RT1-9 (OR = 9.160, 95% CI:1.179-91.594). The deployment of 119 emergency resources per square meter of area needs to be increased while reducing regional disparities in response times.
A RESPONSABILIDADE DO MÉDICO NA RECUSA TERAPÊUTICA DA GESTANTE: UMA ANÁLISE CRÍTICA AO ART. 5º, §2º DA RESOLUÇÃO 2232/2019 DO CFM
Authors: Amoedo Ana Caroline Rodrigues
Published: December 2024

O presente trabalho se propõe a examinar de forma crítica a responsabilidade atribuída ao médico pelo art.5º, parágrafo segundo da Resolução 2232/2019 nas situações de recusa de tratamento da gestante, especialmente em casos mais complexos que demandam muito além da habilidade técnica do profissional de saúde, uma análise profunda pautada nos princípios bioéticos, no ordenamento jurídico e entendimentos jurisprudenciais.  Para tanto, adotou-se a metodologia de revisão bibliográfica, em Resoluções do Conselho Federal de Medicina, na legislação brasileira e jurisprudências dos tribunais superiores. Em conclusão, ficou evidente que mesmo havendo expressa proteção do Conselho Profissional para o atuar médico nas situações de recusa terapêutica da gestante, quando configurado “abuso de direito”, por se tratar de tema tão sensível, que divide opiniões, ainda há uma grande insegurança, acabando os médicos e instituições de saúde por acionar a justiça para ampará-los na tomada de decisão. Posto isso, com o constante  aprofundamento dos estudos da bioética que tem aberto relevantes discussões para ajudar a solucionar casos delicados como os trazidos ao longo desse trabalho, duas soluções apresentadas para a efetividade e segurança na tomada de decisões dos médicos nas situações mais sensíveis de recusa de tratamento médico pela gestante, podendo gerar risco à saúde do feto, é a criação de Comitês de Bioética nas instituições de saúde, além da implementação do Poder Judiciário dentro dos hospitais, por meio de núcleos de mediação e conciliação, compostos por profissionais de áreas diversas, com experiência nas relações de saúde, como forma de reduzir a litigiosidade dos conflitos.
MODELAGEM MATEMÁTICA NA EDUCAÇÃO INFANTIL: UM OLHAR PARA OS CAMPOS DE EXPERIÊNCIA
Authors: Zampirolli Ana Caroline , Kato Lilian Akemi
Published: December 2024

Este artigo apresenta resultados de uma prática pedagógica que identificou teoremas em ação, mobilizados por crianças na Educação Infantil no desenvolvimento de uma atividade de Modelagem Matemática, que elucidam o cumprimento de objetivos relacionados ao campos de experiências orientados pela Base Nacional Comum Curricular. O registro dos dados foi realizado por gravações em áudio, vídeo e desenhos elaborados pelas crianças. Esses dados foram analisados segundo os pressupostos teóricos da Teoria dos Campos Conceituais, resultando na identificação de teoremas em ação mobilizados pelas crianças, na compreensão dos conceitos envolvidos nas tarefas, além dos campos de experiências e objetivos de aprendizagem indicados para o nível de ensino, que foram contemplados no decorrer de seu desenvolvimento. Nesse contexto, a Modelagem Matemática configurou-se como uma metodologia que favorece o desenvolvimento cognitivo à aprendizagem da Matemática e o desenvolvimento dos campos de experiência e objetivos de aprendizagens próprios desse nível de ensino.
O USO DE TECNOLOGIA ASSISTIVA NO ATENDIMENTO DE ALUNOS COM DEFICIÊNCIA INTELECTUAL
Authors: Machado César , Domingues da Cruz Rudinei
Published: December 2024

O presente artigo é uma revisão do trabalho de conclusão de curso que busca uma reflexão por meio da prática de um aluno graduado do curso de Licenciatura em Computação, no Atendimento Educacional Especializado, desenvolvido nos espaços de uma sala de recursos em uma escola pública municipal. A pesquisa fundamenta-se na inserção das Tecnologias Digitais da Informação e Comunicação como ferramenta de apoio no desenvolvimento de alunos com necessidades especiais, sob um olhar inovador na busca da autonomia e inclusão efetiva. A inserção adequada dessas ferramentas educacionais digitais, orientadas especificamente para os casos em que foram ensinadas e compreendidas durante a graduação, permitiu a harmonia entre teoria e prática. Assim sendo, a contribuição desta pesquisa está na interface entre a Educação Inclusiva e a tecnologia, disponibilizando recursos para a potencialização do ensino e aprendizado de alunos especiais na educação escolar. Isso se torna um referencial a ser compartilhado no campo acadêmico para alunos do curso, considerando a carência de estudos de tal natureza referendados em repositórios e bancos de dados acadêmicos no escopo específico abordado neste estudo. Este trabalho de cunho qualitativo utilizou como metodologia de análise o Discurso do Sujeito Coletivo, trazendo contribuições para estudos na área da educação inclusiva por meio da utilização de metodologias adequadas à capacidade cognitiva do aluno autista, ampliando a qualidade no ensino especializado e promovendo a vida independente e inclusiva.
POSSÍVEIS IMPLICAÇÕES DA DIALÉTICA SIGNIFICADO↔SENTIDO EM PESQUISA EDUCACIONAL DE TEOR ONTOLÓGICO: REFLEXÕES PRELIMINARES
Authors: Souza Ágata Nelza Gomes de , Sant'Ana Izabella Mendes
Published: December 2024

A partir dos pressupostos vigotskianos e bakhtinianos, este artigo discute as possíveis implicações da dialética significado↔sentido (znatchenie↔smisl, em russo) para uma pesquisa de natureza ontológica. Parte-se da premissa de que a natureza de uma investigação ontológica é, fundamentalmente, sócio-histórica. A reflexão teórica é realizada, principalmente, a partir dos textos produzidos por Bakhtin (2016, 2023), Góes (1991), Toassa (2020), Tonet (2013), Vigotski (2009, 1929/2000), Volóchinov (2017) e Yasnitsky (2016). O diálogo com tais autores corrobora com a estruturação da argumentação acerca das possíveis implicações da dialética significado↔sentido para o contexto de pesquisas educacionais. A problemática que dá origem às reflexões advém de uma pesquisa doutoral – em desenvolvimento – que, em síntese, investiga a natureza das ações educativas desenvolvidas por bibliotecárias(os) da Rede Federal de Educação Profissional, Científica e Tecnológica (RFEPCT). Apesar das ações educativas serem uma atribuição de tais profissionais, institucionalmente, não há documento oficial que defina de forma direta as especificidades dessa ação. De forma similar, academicamente, seja na área da educação ou na área da biblioteconomia, ainda se observa uma lacuna na abordagem sobre a natureza dessa ação. A partir das reflexões traçadas, se alcança a conclusão – provisória – que uma pesquisa de teor ontológico requer a análise sistêmica e dialética dos sentidos expressos na fala de cada sujeito participante da pesquisa, considerando-as como produtos sociais evocados. Tais sentidos, férteis de conteúdos intelectuais e afetivos, poderão contribuir de forma ímpar para a composição de um significado (mais estável, provisório e em constante transformação). Em suma, é preciso trilhar o caminho que vai do elemento mais fluido em direção ao elemento mais estável, isto é, do sentido ao significado, sem apagar o contínuo movimento que se dá, também, na direção inversa.
O ENSINO COLABORATIVO COMO POSSIBILIDADE DE CONTRIBUIR PARA A INCLUSÃO ESCOLAR
Authors: Dias da Silva Andrea , Marcato Daniela
Published: December 2024

O presente trabalho teve como objetivo refletir sobre as possibilidades de inclusão escolar por meio do Ensino Colaborativo, cujo interesse surgiu da vontade de discutir a colaboração entre os profissionais do ensino comum e da Educação Especial, dentro da perspectiva da Educação Inclusiva. O trabalho foi de cunho teórico com base nas normativas sobre inclusão escolar, histórico da Educação Especial e a perspectiva vigente, com base nos estudos de Mendes (2006; 2010; 2017). Para compreender a pertinência do Ensino Colaborativo, nos apoiamos em Capellini e Zerbato. As leituras e reflexões realizadas sobre o tema nos levaram ao entendimento de que a implementação do Ensino Colaborativo deve ocorrer dentro da sala de aula comum. Embora as Salas de Recursos Multifuncionais sejam ferramentas importantes, elas não podem ser o único contato do aluno com o Atendimento Educacional Especializado (AEE), nem devem funcionar como um tipo de reforço separado do currículo regular do restante do grupo. É na sala de aula comum que as habilidades socioemocionais do aluno também são desenvolvidas e suas potencialidades reconhecidas. Como considerações, destaca-se a importância de envolver toda a equipe escolar e compreender o papel de cada professor nesse processo. O Ensino Colaborativo ocorre quando os dois professores atuam de forma plena e conjunta, compartilhando responsabilidades e criando estratégias para promover oportunidades de aprendizagem iguais para todos os alunos. A intervenção ou apoio pedagógico para auxílio de estudantes PAEE em sala comum realizado por estagiários ou por indivíduos sem formação adequada pode reforçar processos que contribuem para a exclusão, o que reforça a ideia de que o Ensino Colaborativo deve ser intencional, planejado e realizado por profissionais formados para tal.
ATIVIDADES EXPERIMENTAIS INVESTIGATIVAS ELABORADAS PARA AULAS NO LABORATÓRIO DE CIÊNCIAS.
Authors: Andrade Tostes López dos Santos Neila , De Mattos Machado Vera
Published: December 2024

A presente pesquisa buscou revelar as condições em que a prática docente ocorre nos laboratórios de Ciências (LC) utilizando os planejamentos das Atividades Experimentais Investigativas (AEI) de três escolas da Rede Municipal de Ensino de Campo Grande-MS. Isso significa compreender os elementos que compõem os planejamentos desses professores e apontar os saberes construídos na formação inicial e ao longo da carreira. A pesquisa apresenta uma metodologia de abordagem qualitativa, com delineamento exploratório. Os dados foram coletados por meio dos planejamentos de aulas de AEI, analisados, utilizando a ferramenta Diagnóstico de Elementos do Ensino de Ciências por Investigação. Os resultados mostraram que P1, P3 e P5 conseguiram trazer vários aspectos da AEI, os outros planejamentos sugeriram uma aula prática sem os passos do ensino investigativo. Concluímos que a análise dos planejamentos dos participantes, trazem as concepções dos professores sobre as AEI, entretanto, constatamos que alguns não se aproximam de elementos investigativos importantes ou não são descritos, como o problema a ser resolvido, levantamento de hipóteses e as discussões.
O PROFESSOR NA EDUCAÇÃO INFANTIL:DESAFIOS NA INTEGRALIZAÇÃO DO CUIDAR, EDUCAR E BRINCAR
Authors: Dos Santos Aramburu Francieli , Souza dos Santos Mariana Karine , Gomes Vera Lucia
Published: December 2024

Este trabalho tem como objetivo promover uma reflexão sobre a relevância do educar e cuidar no contexto escolar da Educação Básica, discutindo acerca da importância do papel do educador na Educação Infantil, enfatizando a dualidade entre educar e cuidar. O educador não apenas transmite conhecimentos, mas também cuida do bem-estar físico e emocional das crianças. A pesquisa foi realizada com base em pesquisa bibliográfica, analisando a atuação dos profissionais que trabalham nas instituições escolares. Alguns autores foram fundamentais para que as pesquisadoras pudessem obter uma visão ampla do sistema educacional. Entre eles, destacam-se os Referenciais Curriculares Nacionais para a Educação Infantil (1998) e a Base Nacional Comum Curricular - BNCC (2018), além de outros que contribuíram para a concepção histórica da infância. O problema central do estudo é analisar como as brincadeiras são integradas na arte de educar crianças na Educação Infantil. Conclui-se que a pedagogia da infância deve construir um currículo centrado no caráter lúdico da aprendizagem, qualificando as interações possíveis entre crianças e adultos. Essa abordagem lúdica não só facilita o aprendizado, mas também promove o desenvolvimento integral das crianças, fortalecendo os laços afetivos e criando um ambiente escolar mais inclusivo e acolhedor. Verifica-se que a pedagogia da infância implica a construção de um currículo centrado no caráter lúdico da aprendizagem. Essa abordagem qualifica as interações das crianças com os adultos e com o mundo, por meio da imaginação, do brincar, dos desafios cotidianos, das diferentes formas de expressão/linguagem e de muitos outros aspectos relevantes.
AI in Blockchain-Enabled Healthcare Systems
Authors: Kashyap Gaurav
Published: December 2024

The integration of Artificial Intelligence (AI) and Blockchain technology offers transformative potential for the
healthcare industry. Blockchain provides a secure, immutable, and transparent infrastructure for managing healthcare
data, while AI enhances decision-making, predictive analytics, and personalized treatment. This research paper
explores the synergies between AI and Blockchain in healthcare systems, focusing on how these technologies can
improve patient care, streamline operations, enhance data security, and address key challenges like interoperability
and trust. Through case studies and a detailed examination of their applications, this paper highlights the potential
benefits and challenges of implementing AI in Blockchain-enabled healthcare systems, with a vision toward a more
secure, efficient, and patient-centric healthcare ecosystem.
Keywords: AI, Blockchain, IBM Watson, MedRec, BurstIQ, Healthcare, NLP
Implementation of Bronze Bushings to Resolve Galling in High-Tonnage(1000T) Injection Molding Tools
Authors: Dabhi Dhrudipsinh
Published: December 2024

In May 2023, a high-tonnage injection molding tool in a 1,000-ton press experienced a sudden lock-up, disrupting
production and threatening supply chain continuity. A detailed investigation revealed excessive galling on steel
bushings, while the steel leader pin only required polishing. This paper outlines the corrective actions taken to resolve
the issue by replacing the steel bushings with bronze bushings and polishing the leader pin, highlighting the
importance of material selection and preventive measures in high-tonnage applications. These actions resulted in
increased tool reliability, uninterrupted supply chains, and customer satisfaction, ultimately strengthening the
company’s position in the industry.

Keywords
Injection molding, galling, bronze bushings, steel bushings, high-tonnage tools, tool reliability, preventive
maintenance.
A Study on Investment Patterns of Salaried Professionals in Bengaluru
Authors:   Research Scholar, SJB College of Research Centre, University of Mysore, K.P Mrs. Anusha , B.S Dr. Sudha ,   Research Guide, SJB College of Research Centre, University of Mysore
Published: December 2024

Investments are a vital tool for ensuring financial security and accomplishing long-term objectives because they
direct current funds into ventures with the potential to generate profits. The investing patterns, methods, and
behaviours of salaried professionals in Bengaluru, a centre of India's IT industry, are examined in this study. It
emphasises how crucial it is to make investments that promote personal financial stability, meet urgent
requirements, and accomplish long-term goals like asset acquisition or lifestyle development. By serving as a
catalyst for aggregate demand and national savings, the study highlights how investments may both assist personal
finance and promote economic growth.
This study also looks at the many different investment options that Bengaluru professionals have access to,
including equities, mutual funds, fixed deposits, real estate, gold, and cryptocurrencies, all of which may
accommodate different risk tolerances and return expectations. Through an analysis of planning techniques and
investing behaviours, the study offers insights into how professionals plan, assess, and forecast their investments.
It emphasises how important well-informed choices and customised investing strategies are to maximising profits
and lowering risks. In the end, this study seeks to offer insightful recommendations to financial advisers, legislators,
and investors looking to maximise their investment strategies.
Key words: Investment , professionals , savings .
Are Advertisers Shifting from TV to Social Media?
Authors: Kumar Ajith
Published: December 2024

Is advertising in social media better (in terms of Advertising RoI) than advertising in TV?
Does advertising on social media deliver better customer action than advertising on TV?
These are questions today’s advertisers and media planners are deliberating upon. The below article provides a
picture of the Television media scene and the social media scene globally and also in India
The article also provides means of measuring the Advertisement RoI on both Television and Social Media and
provides inputs on the media strategy to be followed for today’s changing media scape
Auto Synopsis: An Intelligent Web-Based Application for Automating Content Summarization Using Advanced NLP Techniques
Authors: Karunamurthy Dr. A , Ramakrishnan R , Nivetha J , Varsha S
Published: December 2024

Auto Synopsis introduces an efficient web-based application designed to automate text summarization using
advanced natural language processing (NLP) techniques. Built with Flask, the system extracts and processes textual
content, transforming it into concise, meaningful summaries. The text undergoes preprocessing steps, including
tokenization, lemmatization, and stemming, to prepare it for analysis. Auto Synopsis supports both extractive and
abstractive summarization. Extractive summarization selects and extracts important sentences or segments from the
original text, while abstractive summarization generates new sentences that convey core ideas in a more natural,
human-like form. For smaller documents, a sentence similarity approach using cosine distance ranks sentences based
on relevance. For larger documents, the PageRank algorithm evaluates sentence importance to select the most
significant content. Auto Synopsis features a secure user authentication system, allowing individuals to create
accounts, log in, and access personalized summaries. Designed for students, researchers, and professionals, this tool
aims to streamline the summarization process, helping users quickly extract essential information from lengthy text.
By reducing reading time and enhancing productivity, Auto Synopsis provides an invaluable solution for efficiently
processing large volumes of information, ensuring that users gain quick and meaningful insights from complex
documents.

Keywords: Text Summarization, Automatic Summarization, Extractive Summarization, Abstractive
Summarization, Natural Language Processing, Flask Web Application, PageRank Algorithm
AIRMATH GESTURE-DRIVEN VIRTUAL CALCULATOR
Authors: Karunamurthy Dr. A , Kumar Vithanala Manoj , C Prasanth
Published: December 2024

The Virtual Calculator project is a Python-based application that allows users to perform mathematical calculations
through an intuitive graphical user interface (GUI). Designed to support basic operations such as addition,
subtraction, multiplication, and division, the calculator offers a simple yet powerful tool for solving everyday
mathematical problems. The application leverages Python's Tkinter library to create an easy-to-use interface,
ensuring that users can interact with the tool effortlessly, regardless of their technical background. This project
demonstrates the versatility of Python in developing practical applications. The backend logic, powered by
Python’s built-in mathematical functions, ensures accurate and efficient computations. With a focus on
accessibility and ease of use, the Virtual Calculator provides a seamless experience for students, professionals, and
anyone needing a reliable tool for quick calculations. The project also serves as an example of how Python can be
utilized to build interactive software applications for real-world problems
Keywords: Python, Tkinter, Virtual Calculator, Graphical User Interface (GUI), Basic Arithmetic Operations,
User-Friendly Design, Offline Calculator, Computational Accuracy.
CULTURAL HYBRIDITY AS THE IMPACT OF BRITISH COLONIALISM IN ACHEBE’S THINGS FALL APART
Authors: Yuliana Sari Putri , Ruly Indra Darmawan
Published: December 2024

This study deals with the novel entitled Things Fall Apart which is create by a well-known Nigerian writer Chinua Achebe to sees the portraying of the relationship between British colonialism and cultural hybridity. The entire novel portrays Igbo society with specificity and sympathy and examines the effects of British colonialism from an African perspective. The objectives of this study is to identify the way the author explain the impact of British colonialism in Igbo society and create cultural hybridity phenomena which include religion or believe system, educational system and law or politic system among Igbo society.
Keywords: Things Fall Apart, British colonialism, Cultural hybridity, African
The Impact of Financial Performance and Company Size on The Disclosure of Sustainability Report
Authors: Naeem Hibatun , Brata Ignatius Oki Dewa
Published: December 2024

The trend regarding Sustainability Reporting in Indonesia is experiencing positive developments. Conclusion can be drawn that companies already have an awareness that the company's survival depends on the company's relationship with the environment, this is following the legitimacy theory which states that the company has a contract with the community to carry out its activities based on the values of justice and how the company responds to various interest groups to legitimize company actions. Therefore, in this research, the researchers wanted to examine which of the more effective influences triggers in the development of an upward trend in Sustainability Reporting, from several samples taken by researchers it has been obtained data that represents financial performance and company size, after being processed using logistic regression, obtained data that states that the size of the company is the most powerful influence in disclosing the sustainability report.
Pengaruh Motivasi Dan Disiplin Kerja Terhadap Kinerja Karyawan
Authors: Fitria Bulan Tati , Hardianti Deti Racaliani
Published: December 2024

The aim of this study is finding and analyzing the impact of motivation and  work discipline on employee performance. This study uses the descriptive analysis and verification analysis with 35 respondents. In addition, this study uses path analysis. The result shows that motivation is adequate, the result of work discipline is acceptable, and employee performance is decent. The direct and indirect effect of motivation on performance is 0,369. The direct and indirect effect of work discipline on performance is 0,362. The entire effect is 0,731. Coefficient determination is 73.1% and the rest is 26.9% from the other variables that have effect on employee performance but they were not analyzed on this study.
Level Regarding Corruption of Local Governments
Authors: Kumalasari Roro Endah
Published: December 2024

This study intends to determine the magnitude of the influence of regional financial statement accountability, local government financial performance, and local government's size on local governments' corruption in the Province of Indonesia. This study uses a quantitative approach using secondary data obtained from the Regional Government Financial Statements for 2011 to 2015 and the amount of corruption reported by the KPK from 2011 to 2015. Using panel data to analyze research data to obtain the best model is the Random Effect. The results showed that the accountability of local government financial reports, local government financial performance, and local government size simultaneously had a significant effect on corruption.
Pengaruh Kepemimpinan Konsultatif Dan Kompensasi Terhadap Komitmen Organisasi
Authors: Titi Titi , Zulfikar Vicky Achmad
Published: December 2024

This study aims to determine the effect of consultative leadership and compensation on organizational commitment. The important role of consultative leadership can be divided into three aspects namely conformity of goals, level of work and LMX (strong exchange relations). While compensation is divided into two parts, namely financial compensation and non-financial compensation. The research method used is a verification method. The sample used is an employee used car showroom in the city of Bandung. Data analysis techniques using path analysis. The results of the study prove that there is an influence of consultative leadership and compensation on organizational commitment of 66.5%.
A Study of Effective Teacher Feedback in English Continuation Writing Classes
Authors: Yang Ruijia , Li Cheng
Published: December 2024

As an important part of classroom discourse, effective teacher feedback ensures the quality of classroom discourse. Most studies nowadays take reading or writing classes as research subjects, but the research on teacher feedback in continuation writing classes has not been discussed yet. Besides, most researchers pay less attention to the effective use of teacher feedback. Therefore, in order to find out the effective use of teacher feedback in continuation writing classes, this paper will explore the characteristics of effective teacher feedback by observation and discourse analysis methods in five excellent English continuation writing classes. The main findings are as follows: experienced teachers attach great importance to the use of feedback; second, experienced teachers prefer to use mixed feedback; third, teachers are supposed to use different types of teacher feedback, especially the Question Closely, Repetition plus Question Closely and Recast plus Question Closely. These findings will remind teachers of the importance of teacher feedback, and provide useful guidelines for teachers who are confused about how to use teacher feedback in continuation writing class.
Putting museum mineral collections to work: 45 years of practical experience
Authors: Starkey Roy
Published: December 2024

My earliest memories of interacting with curators of mineralogy go back to the days of Peter Embrey, Bob Symes, John Fuller and Peter Tandy at the Natural History Museum (NHM) in London; Alec Livingstone, Brian Jackson, Peter Davidson and Bob Reekie at National Museums Scotland (NMS) in Edinburgh; Brian Atkins and Monica Price at the Oxford University Museum of Natural History (OUMNH)); Richard Bevins and Peter Williams in Cardiff; Roger Penhallurick in Truro and more. Looking back over the intervening decades it is humbling to have known and to have had the privilege of working with such towering figures in the world of mineralogy. At the first Mineralogy and Museums Conference in London (1988), Bob Symes wanted someone from the collector community to give a talk and I was duly nominated! That experience was a little nerve-wracking for a young amateur mineralogist, but it provided a wonderful opportunity to meet and rub shoulders with an incredible range of international scientists and curators, many of whom I have been able to keep in touch with and to contact about research projects when the need arose. From my earliest forays following up literature references, or seeking information on specific localities, I have invariably enjoyed the most enthusiastic and helpful responses from curatorial staff in museums. This short paper shines a light on some of these interactions and reviews the outputs from such collaborations, including conference posters, journal papers and three self-published books.
De opkomst van de Europese ‘wet’
Authors: van den Brink A.
Published: December 2024

De opkomst van de Europese ‘wet’. Een stille revolutie in het EU-wetgevingslandschap?

Steeds vaker kunnen we lezen over Europese ‘wetten’. Niet alleen in de media, maar ook in officiële berichtgevingen van Europese instellingen en de Nederlandse overheid is deze terminologie te vinden. In deze bijdrage ga ik in op deze vrij recente ontwikkeling, die opvalt omdat de Europese Unie officieel geen ‘wetten’ kent. Lang niet alle wetgeving wordt echter als ‘wet’ aangeduid: de impact en reikwijdte blijken belangrijke factoren. Hoewel de ‘wet’ geen officiële terminologie is, wordt vanuit een ontwikkelend Europees primaat van de wetgever begrip getoond voor deze ‘stille revolutie in het EU-wetgevingslandschap’.
What’s in a name? Feestbenamingen van staatssecretarissen
Authors: Borman T.C.
Published: December 2024

What’s in a name? Feestbenamingen van staatssecretarissen

In dit artikel wordt stilgestaan bij de vraag met welke benaming een staatssecretaris moet worden aangeduid in wetgeving en daarmee verband houdende stukken. In de vorige eeuw werden er soms officieuze benamingen gebruikt, die afweken van de officiële benaming in het benoemings-KB, maar gangbaar was dat niet. Sinds 2020 heeft het gebruik van officieuze benamingen, in dit artikel enigszins gekscherend aangeduid als ‘feestbenamingen’, echter een hoge vlucht genomen. Aan ‘feestbenamingen’ kleeft het staatsrechtelijke bezwaar dat de grondwettelijke verhouding tussen de staatssecretaris en de desbetreffende minister uit het zicht raakt. Er zijn formuleringen denkbaar waarbij meer recht wordt gedaan aan die verhouding.
Nunca nos fuimos de Manderley: monstruos fílmicos en la narrativa de Patricia Esteban Erlés
Authors: De la Varga Llamazares Raquel
Published: December 2024

Patricia Esteban Erlés es una de las voces más destacadas dentro de la narrativa actual en lengua española. Sus primeras obras —Manderley en venta (publicado originalmente en 2008 y recientemente reeditado en Páginas de Espuma [2019c]), Azul ruso (2010, Páginas de Espuma), Casa de muñecas (2012, Páginas de Espuma) y Las madres negras (2018, Galaxia Gutenberg)— encierran un universo de crueldades familiares, decepciones y todo tipo de monstruos en ambientaciones que van desde los espacios góticos hasta las viviendas posmodernas, tendencia que gira hacia el terreno de lo maravilloso y los cuentos de hadas en Ni aquí ni en ningún otro lugar (2021). Los diálogos intermediales entre la ficción y la realidad massmediática son constantes, pero destacan especialmente los ecos cinematográficos a través de ambientaciones, motivos y personajes. En el presente trabajo se analiza la intertextualidad fílmica a través de la monstruosidad en su faceta fantástica —siendo el monstruo el motivo principal de la obra erlesiana—, poniendo especial atención a la influencia de las adaptaciones cinematográficas de obras como Rebecca (1938), de Daphne du Maurier, y diversas novelas de Stephen King (resignificadas a partir de sus versiones fílmicas) a través de personajes y espacios —especialmente el de la casa, igualmente convertido en icono a partir de las adaptaciones de las obras de Shirley Jackson y Richard Matheson—, así como de filmes protagonizados por niños siniestros.
Ideologías lingüísticas en la enseñanza de español para migrantes: etnografía en una ONG en Salamanca
Authors: Restrepo Díez Mary Jaqueline
Published: December 2024

En la sociedad globalizada, la migración transnacional ha traído transformaciones socioculturales, económicas, políticas y lingüísticas. La adquisición de las lenguas locales por parte de los migrantes es un factor indispensable hacia la inclusión y la participación en la sociedad receptora. Teniendo esto en cuenta, el objetivo de este artículo es identificar las ideologías lingüísticas de los agentes sociales de una ONG en Salamanca (España), también exponer cómo las actuaciones de estos agentes resignifican las identidades de los usuarios demostrando el vínculo con las políticas de integración de Castilla y León. El estudio explora, desde la antropología lingüística y la sociolingüística etnográfica, las ideologías dominantes en relación con el español. El análisis se realiza a través de 28 entrevistas semiestructuradas y semidirigidas, y notas de campo de la observación participante sobre experiencias, discursos y prácticas. Los resultados muestran cómo los entrevistados argumentan la importancia del español para la vida sociolaboral y manifiestan ideologías monolingües.
Ritmo musical en las habilidades lectoras de adultos migrantes: hipótesis e implicaciones basadas en una revisión sistemática
Authors: Prados López María , Foncubierta Jose Manuel
Published: December 2024

Numerosos estudios correlacionales indican que la aptitud musical de los estudiantes que aprenden una lengua adicional (LA) mantiene una relación con sus habilidades lectoras. Sin embargo, la investigación sobre cómo afecta esta relación a los adultos en contextos de migración, no alfabetizados o con bajo nivel de alfabetización, que aprenden una lengua adicional es aún escasa. Esta revisión de la literatura tiene por objetivo conocer el estado de la cuestión sobre la dimensión acústica del proceso lector y sintetizar los hallazgos en torno a la relación del ritmo musical con la adquisición de habilidades lectoras para el diseño de futuras investigaciones. Para ello, se realizó una revisión sistemática siguiendo el protocolo PRISMA. Los resultados indican la existencia de una relación entre el ritmo musical y las habilidades lectoras, mediadas por la conciencia fonológica y la memoria auditiva de trabajo, lo cual tendría implicaciones en el aprendizaje de la lectura en una lengua adicional de adultos migrantes.
La alfabetización afectiva en la enseñanza de lenguas: la voz de los adultos migrantes
Authors: Fonseca M. Carmen
Published: December 2024

Los adultos en contexto de migración necesitan aprender la lengua de su país de acogida para integrarse y convertirse en miembros activos de dicha sociedad. En este artículo, de corte teórico, exploro el concepto de alfabetización afectiva entendido en su sentido más amplio como el impacto que tiene la lectura en la lengua del país de acogida en la vida de las personas adultas multiculturales que han migrado. El objetivo central es el de reflexionar sobre el proceso lector como elemento clave de una educación transformadora. Para ello, abogo por la enseñanza de una lengua adicional que incorpora las voces de las personas adultas lingüística y culturalmente diversas para que construyamos significados que fusionen nuestras culturas. En nuestra sociedad multicultural y multimodal, la enseñanza de la lengua local a adultos migrantes puede mejorar al atender aspectos afectivos, como muestran los estudios sobre alfabetización afectiva y su aplicación en las aulas.
Hacia una colaboración interinstitucional para el fomento de la educación lingüística de personas adultas migrantes en España
Authors: Tejero López José Ángel
Published: December 2024

Las recientes y persistentes llegadas de personas migrantes no hispanohablantes a España son una clara evidencia de la importancia que ostenta la enseñanza del español como vehículo esencial para facilitar la acogida en un modelo de sociedad desconocido. La presente investigación explora, a través de 12 entrevistas semiestructuradas, las posibles colaboraciones interinstitucionales en aras de facilitar el aprendizaje del español a la población inmigrada. Se han entrevistado a docentes de ELE en Organizaciones No Gubernamentales y Escuelas Oficiales de Idiomas, y los resultados revelan la ausencia de acciones colaborativas efectivas hasta el momento. Pese a la predisposición de ambas partes para futuras iniciativas, se advierten también limitaciones y una generalizada falta de apoyo institucional, lo que sugiere la urgencia de fomentar más iniciativas sociales y educativas que mejoren la educación lingüística de la población adulta migrante en España. Estos hallazgos podrían servir de punto de partida para promover más colaboraciones interinstitucionales, en una perspectiva crítica y multidisciplinar, que aborden el desafío social que supone la integración de personas adultas migrantes en situación de vulnerabilidad.