bluuebunny/crossref_metadata_2025_split huggingface dataset:
Comparative Analysis of Machine Learning Techniques Using Predictive
Modeling
Authors: Goyal Hemlata , Khandelwal Ritu , Shekhawat Rajveer Singh 
Published: September 2020

Introduction:
Machine learning is an intelligent technology that works as a bridge between businesses and data science.
With the involvement of data science, the business goal focuses on findings to get valuable insights on available data. The
large part of Indian Cinema is Bollywood which is a multi-million dollar industry. This paper attempts to predict whether
the upcoming Bollywood Movie would be Blockbuster, Superhit, Hit, Average or Flop. For this Machine Learning
techniques (classification and prediction) will be applied. To make classifier or prediction model first step is the learning
stage in which we need to give the training data set to train the model by applying some technique or algorithm and after
that different rules are generated which helps to make a model and predict future trends in different types of organizations.

Methods:
All the techniques related to classification and Prediction such as Support Vector Machine(SVM), Random
Forest, Decision Tree, Naïve Bayes, Logistic Regression, Adaboost, and KNN will be applied and try to find out efficient
and effective results. All these functionalities can be applied with GUI Based workflows available with various categories
such as data, Visualize, Model, and Evaluate.

Result:
To make classifier or prediction model first step is learning stage in which we need to give the training data set to
train the model by applying some technique or algorithm and after that different rules are generated which helps to make a
model and predict future trends in different types of organizations

Conclusion:
This paper focuses on Comparative Analysis that would be performed based on different parameters such as
Accuracy, Confusion Matrix to identify the best possible model for predicting the movie Success. By using Advertisement
Propaganda, they can plan for the best time to release the movie according to the predicted success rate to gain higher
benefits.

Discussion:
Data Mining is the process of discovering different patterns from large data sets and from that various
relationships are also discovered to solve various problems that come in business and helps to predict the forthcoming
trends. This Prediction can help Production Houses for Advertisement Propaganda and also they can plan their costs and
by assuring these factors they can make the movie more profitable.
Effect of Human Errors on an Inventory Model Under Two Warehouse Environments
Authors: Panwar Aastha , Mittal Mandeep , Pareek Sarla 
Published: September 2020

Background:
The surety of production of all the goods in the standard inventory model
to be of good quality comes out to be an impractical assumption. Though, the observation in
the practical environment shows the possibility of occurrence of errors in the controlled batch.
The collection of these items is generally done at the time of the process of selection and selling
is done in a single batch when the process of selection ends. Consideration of human errors of
Type I and Type II , in this model, is done when the inspector shows tiredness and ignorance at
the time of the process of inspection.

Objective:
The objective of this article is to carry out the evaluation of the storage value and inventory
decision, which results in higher profit. In this paper, the effect of human errors has been
considered under the two-warehouse environments.

Methods:
It is also assumed that the cost of a stock rent warehouse is greater than own warehouse
because of the better preservation facilities in RW. The validation of results has been done
by utilizing numerical based examples. The sensitivity analysis has also been presented.

Result & Conclusion:
As per the results, it is clear that as the percentage of error increases, the
expected total profit decreases with respect to time.
A Comparative Study of SARS, MERS with COVID-19
Authors: Mohan Chandra , Kumar Vinod 
Published: September 2020

Background:
B814, now’s called Coronavirus first identified by Tyrrell and Bynoe in 1965
from the respiratory tract (embryonic tracheal) of an adult and later on during working on National Institutes
of Health Robert Chanock used the term “OC” for same virus strain. After several years researchers
reported that coronaviruses were caused disease in rats, mice, chickens, turkeys, calves, dogs, cats,
rabbits etc. after effecting the enormous variety of animal, in year 2002-2003 it caused new respiratory
disease named severe acute respiratory syndrome, (SARS) in southern China.

Objective:
The main objective of this article is to compare the status of various previous pandemics (i.e.,
SARS, MERS) with the current COVID-19 pandemic in terms of the life cycle, diagnosis process and
prevention.

Results:
On 31st December 2019, the World Health Organization (WHO) office in China received information
regarding pneumonia cases of unknown etiology from the Wuhan district in central China.
Subsequently, this new disease spread to China, and from there, to the rest of the world. By the end of
March 2020, more than 2 million cases were confirmed of this new disease, with over 70000 deaths
worldwide. After some time, researchers have identified that this new disease is caused by a novel beta-
Coronavirus (virus SARS-CoV-2) and the new disease was named COVID-19. Since then, the Ministry
of Health of various countries and WHO have been fighting this health emergency, which has not only
affected public health, but also affected various economic sectors.

Conclusion:
The current outbreak SARS-CoV-2 phylogenetically resembled to Bat SARS, which was
previously identified in year 2002 and 2012 having low mortality rate than MERS and SARS. However,
SARS-CoV-2 and MERS having high virological similarity but both use different receptors to take entry
in to the host cell via ACE-2 and DPP-4 respectively. Unfortunately, currently there is no approved
treatment available worldwide. Currently, we can hope that together we will recover from this public
health emergency very soon.
Impacts and Consequences of COVID-19 Epidemic on Global Economy
Authors: Nayak Pallavi , Mishra Vijay , Singh Manvendra , Tambuwala Murtaza M. 
Published: September 2020

Background:
Since Coronavirus (COVID-19) is increasing its influence from China and
spreading its reservoir to neighboring areas and other nations, expanded national and foreign efforts are
being made to control this epidemic.

Methods:
This review incorporated the information depicting the effect of COVID-19 on different
industrial sectors.

Results:
According to the World Health Organization, the outbreak was first identified in the Chinese
city of Wuhan in December 2019 and has affected more than 17660523 people (confirmed cases)
worldwide, and more than 680894 people have died. In addition to its alarming impact on human health,
the novel strain of COVID-19 has dramatically slowed down not just the Chinese economy but also the
world economy. The increased uncertainty has led to financial market volatility.

Conclusion:
Some firm decisions and policies must be framed out to stabilize the world economy so
that threatening socio-economic impact cannot be sustained for a longer period of time for the welfare of
humankind.
A Brief Outlook on Possible Available Solutions, Therapies and Suggestions for COVID-19
Authors: Pal Rashmi Saxena , Pal Yogendra , Wal Pranay , Wal Ankita , Saraswat Nikita 
Published: September 2020

Background:The WHO has declared COVID-19 as a global pandemic. New cases are being added every day, as the case count in the United States is increasing to the maximum. No drugs or biologics are yet found to be effective for the prevention or treatment of COVID-19.Objective:To discuss the possibilities of available treatments.Materials & Methods:Brief out-look is undertaken over the past issues available over the similar situations occurred with respect to the current scenario and prospectives.Results:There can be various possibilities in the form of convalescent plasma therapy. The known drugs such as HIV drugs, anti-malarial medicines, and antiviral compounds can serve as a suggestive option.Conclusion:Until a validated medicine or vaccine is sorted out for Covid-19, we need to take natural immune-boosters, along with precautionary steps, social distancing, and other preventions as instructed for the benefit of everyone with an optimistic mind and attitude.
COVID-19 Pandemic: Age and Temperature Related Effects
Authors: Kaur Gursharan , Singh Amandeep , Narang Raj Kumar , Singh Gurmeet 
Published: September 2020

Background:
Coronavirus belongs to the phylum Incertaesedis, Nidovirales order, Orthocononaviridae
subfamily. and spring up from the family of viruses that can cause the common cold,
fever, shortness of breath, aches, chills, loss of smell, etc.

Objective:
As we all know; coronavirus has affected the whole world, and many patients died due to it.
As the prevalence of this disease has risen, many myths have also originated like the effect of temperature
on the virus; is this virus surely killed by the effect of temperature? Is the effect of this virus is more
on the old age patients? In the presented compilation, we have tried to exposé the actual reality behind
these myths and also tried to find the morphological alteration of coronavirus from the other viruses.

Methods:
The recent updates on this virus have been obtained from search engines like Pub med and
Google scholar, by using COVID-19, coronavirus, Pandemic corona keywords.

Results:
After a huge search on the temperature effect on this disease, it was evident that there is no effect
of temperature on the coronavirus. Due to the immunity factor, it showed its worst effect on old age
people in many countries.

Conclusion:
The structure, symptoms and incubation period of coronavirus have been described in this
review article. We have summarized how the coronavirus is different from others, and the effects of
temperature and old age have also been discussed.
Caracterización fenotípica y genotípica de cultivares de cacao (Theobroma cacao L.) de Dibulla, La Guajira, Colombia
Authors: Ramos Ospino Angélica , Gómez Alvaréz Margarita , Machado-Sierra Elwi , Aranguren Yani 
Published: September 2020

En la Sierra Nevada de Santa Marta los cultivos de cacao están conformados mayoritariamente por cultivares híbridos comerciales y, aunque se encuentran cacaos nativos, estos son poco cultivados. Dada la necesidad de verificar si estos cultivares de cacao encontrados en la Sierra pertenecen al grupo genético tipo Criollo, se realizó una caracterización fenotípica y genotípica de cacaos del municipio Dibulla, La Guajira. Para esto, se muestrearon 11 cultivares en Mingueo. Los rasgos fenotípicos se evaluaron empleando descriptores UPOV para cacao. Los parámetros cualitativos y cuantitativos se cotejaron por análisis de conglomerado y análisis de componentes principales (ACP), y las variables cuantitativas se compararon a través de la prueba no paramétrica test de Mann-Whitney. Para evaluar las relaciones genéticas, se estandarizaron protocolos de biología molecular y se secuenció la región ITS. A partir de las secuencias, se realizaron agrupamientos por métodos de distancia y filogenéticos. Finalmente, se encontraron diferencias significativas entre las semillas (p = 0,01), y resalta la coloración blanca del cotiledón de los criollos en contraste con la coloración púrpura oscura de los híbridos. Asimismo, los análisis de conglomerados, ACP y los análisis de secuencias demostraron diferencias entre el grupo de los cacaos nativos y los híbridos comerciales cultivados; además, los cacaos nativos se emparentan con el grupo de cacao tipo Criollo.
Integration of Online Treatment Into the “New Normal” in Mental Health Care in Post–COVID-19 Times: Exploratory Qualitative Study
Authors: Bierbooms Joyce J P A , van Haaren Monique , IJsselsteijn Wijnand A , de Kort Yvonne A W , Feijt Milou , Bongers Inge M B 
Published: September 2020

Background
The COVID-19 pandemic has necessitated an immediate and large-scale uptake of online treatment for mental health care. However, there is uncertainty about what the “new normal” in mental health care will be like in post–COVID-19 times. To what extent will the experiences gained during the pandemic influence a sustainable adoption and implementation of online mental health care treatment in the future?

Objective
In this paper, we aim to formulate expectations with regard to the sustainability of online mental health care after COVID-19.

Methods
In an interview study, 11 mental health care professionals were asked about their experiences and expectations for the future. Participants were recruited from a mental health care organization in the Netherlands. The interviews took place between April 7-30, 2020, at the peak of the COVID-19 crisis in the Netherlands. The data were analyzed using a thematic coding method.

Results
From the interviews, we learn that the new normal in mental health care will most likely consist of more blended treatments. Due to skill enhancement and (unexpected) positive experiences with online treatment, an increase in adoption is likely to take place. However, not all experiences promise a successful and sustainable upscaling of online treatment in the future. Mental health care professionals are learning that not all clients are able to benefit from this type of treatment.

Conclusions
Sustainable upscaling of online mental health care requires customized solutions, investments in technology, and flexibility of mental health care providers. Online treatment could work for those who are open to it, but many factors influence whether it will work in specific situations. There is work to be done before online treatment is inherently part of mental health care.
Diario de pandemia
Authors: Priani Ernesto 
Published: September 2020

El video muestra la situación que el doctor Ernesto Priani enfrentó al dar su clase de filosofía en la modalidad que se ha llamado educación remota de emergencia. Relata los esfuerzos y preocupaciones que tuvo en el semestre y comparte una herramienta que le fue útil para reflexionar y encontrar soluciones para atender mejor a sus estudiantes: el diario de pandemia. Video disponible: https://youtu.be/WisOwrolFCg
Bachillerato General a Distancia por Competencias UDEMEX
Authors: Cervantes Bello Gabriel 
Published: September 2020

El Bachillerato general a distancia por competencias forma parte de los programas ofrecidos por la Universidad Digital del Estado de México. Se basa en el desarrollo de competencias que el estudiante adquiere y refuerza durante sus estudios de bachillerato. El gobierno del Estado de México ofrece, de esta manera, una opción educativa en línea que permita llegar a un mayor número de estudiantes potenciales, así como un programa de becas como apoyo a la población.
Estrategias de educación a distancia implementadas en el nivel medio superior en Guanajuato durante la pandemia de COVID-19 Entrevista a la doctora Yoloxóchitl Bustamante Diez, secretaria de Educación de Guanajuato
Authors: Valenzuela Ríos Guadalupe , Villarreal Segoviano Francisco Javier , Ramírez Juárez Oliverio 
Published: September 2020

La Revista Mexicana de Bachillerato a Distancia, preocupada y ocupada de todo lo que acontece en el nivel medio superior a distancia en México, platicó con la Dra. Yoloxóchitl Bustamante Diez, Secretaria de Educación de Guanajuato sobre cómo la educación a distancia ha ayudado a la educación presencial en esta contingencia sanitaria que ha afectado a todo el país.Nos comenta que se partió de la capacitación a docentes y directivos, en los subsistemas se diseñaron actividades que permitieran el aprendizaje de los estudiantes de una forma autónoma con la guía del cuerpo docente de cada institución de EMS, utilizando recursos digitales y plataformas para este fin.Durante la entrevista, la doctora Bustamante invita a reflexionar dos aspectos, el primero es el impacto que ha tenido la pandemia en los estudiantes, ellos han perdido espacios de convivencia y la relación con pares y docentes que forman parte de su formación académica y personal; segundo, la necesidad de girar el aprendizaje a la luz de las tecnologías, así como la búsqueda de formas de trabajo inclusivas y equitativas para todos. Video disponible en: https://youtu.be/FCisys75L-s
Experiencias de docentes de la Red de Bachilleratos Universitarios Públicos a Distancia (RED). Elementos para una reflexión necesaria
Authors: Pastor Angulo Martín , Torres Domínguez Araceli , Sánchez Santos Mireya Guadalupe 
Published: September 2020

En este documento se presenta una síntesis de testimonios de profesores de los programas de bachillerato a distancia que conforman la Red de Bachilleratos Universitarios Públicos a Distancia (RED), en videos donde relatan su experiencia, sugerencias y prácticas cotidianas del proceso de enseñanza. Además, nos invitan a reflexionar sobre su formación y recomendaciones de mejora de su práctica profesional en los procesos educativos a distancia.UNAM https://youtu.be/ja5UukN2hPgIPN https://youtu.be/BinuwwNYG7sUAEM https://youtu.be/vLmI_kVk3RkU de G https://youtu.be/pkpRoirLvFEUANL https://youtu.be/G7Wv6OhyZWwUVEG https://youtu.be/u8zjXXuZ2vEUAS https://youtu.be/UEdxfoWn8hgUADY https://youtu.be/7YPazsB2eqsUAGRO https://youtu.be/Kt0tvr-EeSw
Retos para el desarrollo rural sustentable en México: un enfoque desde el Cuarto Plan de Acción de México ante la Alianza del Gobierno Abierto (2019-2021)
Authors: Mendoza Magaña Roberto , Álvarez Luna Daisy Aline 
Published: September 2020

El presente trabajo brinda un análisis en torno al Cuarto Plan de Acción Nacional en materia de gobierno abierto, atendiendo al segundo compromiso, denominado “Incidencia ciudadana para el desarrollo sustentable”. El compromiso integra de manera transversal en su operatividad temas como: perspectiva de género, participación de comunidades originarias, desarrollo sustentable y la incorporación de nuevas tecnologías. Sin embargo, la estructura e implementación de todos los elementos resulta ambigua y, por ende, limitada, por lo que el objetivo del artículo es analizar los elementos del compromiso, así como exponer las dificultades y fallas que se encuentran a lo largo de la estructura de este. Específicamente se revisa cómo se entiende el desarrollo rural sustentable y cómo éste se asocia al gobierno abierto, además de las restricciones legales y tecnológicas que dejan entrever la parcialidad e incapacidad en los esfuerzos gubernamentales por atender el tema del desarrollo sustentable bajo un marco multifactorial que requiere una coordinación coherente del gobierno abierto con el desarrollo rural sustentable, la perspectiva de género, la participación de un grupo multi-actor y las tecnologías de la información..
Gobernanza y voluntariado Universitario ante la pandemia del Covid-19: estudio sobre España, Argentina y México.
Authors: Márquez Zárate Miguel Ángel 
Published: September 2020

Bajo la noción de gobernanza, se demuestra la acción solidaría y el compromiso cívico del Voluntariado Universitario para apoyar a personas, familias y comunidades que han sido severamente afectadas por la propagación de la pandemia Covid-19, a través de la prestación de algún servicio, trabajando coordinadamente con gobiernos, sociedad civil e instituciones privadas, resaltando la utilización de las redes sociales, tal y como sucede en España, Argentina y México. A través del análisis comparado, se ubica la importancia de la administración pública como generadora de gobernanza.
Participación ciudadana en la planeación para el desarrollo en el municipio de Santa Catarina Cuixtla, Oaxaca, México, 2008-2017: comunidad en crisis
Authors: García López Hilario , Fernández Tapia Joselito , Rebolledo López Deisy , Hernández García Miguel Ángel 
Published: September 2020

RESUMEN El presente artículo busca en primer lugar, entender y caracterizar la participación ciudadana el proceso de planeación del desarrollo local en el Municipio de Santa Catarina Cuixtla en el periodo 2008-2017, que desde la perspectiva oficial se cumple, pero que desde la condición de una comunidad de usos y costumbres debe incluir a todos sus integrantes y, en segundo lugar, contrastar con la teoría si se logra una planeación estratégica participativa y comprobar si la comunidad existe o transita a su desaparición.El enfoque utilizado es mixto a través del método de estudio de casos, con base al análisis documental, la observación no participante, entrevistas semiestructuradas y cuestionario con muestra estratificada y aleatoria. Los resultados: en los últimos años, la participación ciudadana se ha ido desnaturalizando y se identificó como débil en el periodo 2008-2017; no existe una planeación estratégica para el desarrollo local y; existe un tránsito de la comunidad indígena a una sociedad liberal y una comunidad imaginada.
Daftar Isi Jurnal MANAJEMEN BISNIS Vol.2 No.2 Oktober 2012
Authors: Isi Daftar 
Published: September 2020

MANAJEMEN BISNISJurnal Penelitian dan PemikiranDAFTAR ISIISSN : 2089-0176 PENGARUH BAURAN PEMASARAN TERHADAP KOMUNIKASI DARI MULUT KE MULUT MELALUI KEPUASAN PELANGGANNurhadi Wijayanto.............................................................99 PENGARUH PELATIHAN TERHADAP KINERJA PERAWAT DENGAN MOTIVASI SEBAGAI VARIABEL MODERASI (Studi pada RSUD Dr. Saiful Anwar Malang)Siti Umi Ernawati ..............................................................111 MODEL PERILAKU INOVATIF INDIVIDU DALAM PENGGUNAAN PASCAADOPSI TEKNOLOGI INFORMASISigit Pramono ...................................................................123 ANALISIS EFISIENSI TEKNIS DAN SKALA EKONOMI INDUSTRI PERBANKAN SYARIAH DI INDONESIA Fitriningsih Amalo ...........................................................141 PENGARUH DETERMINAN STRUKTUR MODAL TERHADAP NILAI PERUSAHAAN (Studi Kasus Pada Perusahaan Properti Di Bursa Efek Indonesia)Murtiningsih ......................................................................153SEGMENTASI DAN POLA PERILAKU PENGGUNA FACEBOOK (Studi pada mahasiswa Universitas Muhammadiyah Malang)Imam Hariyadi ..................................................................163FAKTOR–FAKTOR YANG MEMPENGARUHI SENSITIVITAS LABA PADA INDUSTRI BARANG KONSUMSI DI INDONESIACandra Romanda ............................................................. 171PENGARUH KONFLIK PERAN GANDA DAN STRESS KERJA TERHADAP KINERJA DOSEN WANITA DI FAKULTAS EKONOMI UNIVERSITAS JAMBISry Rosita ....................................................................... 185KUALITAS PELAYANAN DAN KEPUASAN MAHASISWA SEBAGAI ANTESEDEN VALENSI WORD OF MOUTH PADA MAHASISWA UNIVERSITAS MUHAMMADIYAHMALANGH.B Ardianto, Hazaruddin Malik, dan Eko Handayanto
THE EFFECT OF DISCIPLINE, ORGANIZATIONAL COMMITMENT AND WORK ENVIRONMENT TO GAIN TEACHER PERFORMANCE IN PAUD
Authors: Sulistiadi Andi , Sihite Otto Berman , Alamsyah Virza Utama 
Published: September 2020

This writing aims to prove several HR variables that affect the performance of teachers in this digital learning era. In this era of digital learning, it is believed that the role of the teacher as a channel for children's educators is even replaced by the digital device. Based on this phenomenon, teacher performance is assumed to decrease. This research was conducted at Pelita Harapan BangsaTegal. The study population was 57 teachers and data collection techniques were carried out by distributing questionnaires and the data were analyzed using the Smart PLS research tool.3.0. The results of the analysis show that the HR variable consisting of Work discipline, Organizational Commitment and the Work Environment positively influences teacher performance. HR strategies have positive effects such as: disciplining all levels, expressed organizational commitment and fulfillment, and work costs that are designed as comfortable as possible for teachers can improve.