scholarly journals Prediksi Kelulusan Tepat Waktu Menggunakan Metode C4.5 DAN K-NN (Studi Kasus : Mahasiswa Program Studi S1 Ilmu Farmasi, Fakultas Farmasi, Universitas Muhammadiyah Purwokerto)

2019 ◽  
Vol 20 (2) ◽  
pp. 131 ◽  
Author(s):  
Eko Purwanto ◽  
Kusrini Kusrini ◽  
Sudarmawan Sudarmawan
Keyword(s):  
Higher Education ◽  
Data Mining ◽  
Educational System ◽  
Historical Data ◽  
Learning Processes ◽  
Quality Of Services ◽  
Nearest Neighbour ◽  
Accreditation Standard ◽  
Study Programme

The graduation profile is one of the key elements for the accreditation standard of higher education. It mirrors the performance of the applied educational system within a period of time. The better it is, the better the accreditation will be. In support of this, a graduation prediction may be conducted to the academic database of the students. It is of pivotal to trace and classify the historical data into the data training and data testing, thus, to predict the on time-graduation. The step is importantly done to help decide the better management of learning processes. This study was therefore done to analyse certain variables applied to predict the on time-graduation using the algorythms of C.45 and K-Nearest Neighbour (K-NN). The data mining was done to the academic database of the students of the Pharmacy study programme, Pharmacy Faculty, Muhammadiyah University of Purwokerto by adding certain variables into the process. The data was then classified into the data training and data testing. Backward selection was done to select the best and most influential variables for the dataset. The study further resulted that by using the algorhythm of C.45 and backward selection, the accuracy of the graduation reached 92.75%. It is different from the acurracy the K-NN and backward selection showed that reached 96.14%. The result confirmed that the KNN showed the better accuracy than the C.45. It considerably benefitted the study programme to make better decisions on increasing the quality of services, in particular that of leraning processes.

EL PENSAMIENTO CRÍTICO EN LA EDUCACIÓN DE POSGRADO: PROPUESTA DE UN MODELO PARA SU INTEGRACIÓN AL PROCESO EDUCATIVO

2016 ◽  
Vol 4 (2) ◽  
Author(s):  
Carlos Manosalvas Vaca ◽  
Luis Manosalvas Vaca ◽  
Ruth Barba
Keyword(s):  
Higher Education ◽  
Critical Thinking ◽  
Detailed Analysis ◽  
Teaching And Learning ◽  
Learning Processes ◽  
Educación Superior ◽  
Educacion Superior ◽  
Educational Processes ◽  
Palabras Clave

La presente investigación, analiza los conceptos más importantes del pensamiento Crítico, así como su importancia y utilidad en los procesos de formación profesional a nivel de Posgrado. Se hace un análisis detallado de los conceptos más ampliamente aceptado y de los factores inmersos en el desarrollo y aplicación de este tipo de pensamiento. Finalmente se propone un modelo que engloba los conceptos y factores analizados y como se interrelacionan entre ellos; el objetivo final es brindar a los docentes y directivos de Instituciones de Educación Superior, una herramienta que posibilite la inclusión de este tipo de pensamiento en sus procesos enseñanza-aprendizaje con el fin último de mejorar la calidad de los procesos de formación. Palabras Clave: Pensamiento Crítico, Educación Superior, Educación ABSTRACT This research analyzes the most important concepts of critical thinking as well as their importance and usefulness for the educational processes at graduate level. A detailed analysis of the most widely accepted concepts and factors involved in the development and application of this kind of thinking has been made. Finally, a model that includes the concepts and analyzed factors and their interrelations is proposed; the ultimate goal is to provide teachers and directors of Institutions in Higher Education, a tool that enables the inclusion of this type of thinking in their teaching and learning processes with the ultimate intention of improving the quality of the training processes. Keywords: Critical thinking, Higher Education, Education Recibido: mayo de 2016Aprobado: septiembre de 2016

scholarly journals IMPROVING THE QUALITY OF HIGHER EDUCATION IN THE SYSTEM OF STATE REGULATION

2021 ◽  
pp. 35-42
Author(s):  
Ek.V. Agamirova ◽  
◽  
N.V. Kosareva ◽  
El.V. Agamirova ◽  
N.A. Ulyakina ◽  
...  
Keyword(s):  
Higher Education ◽  
Russian Federation ◽  
Educational System ◽  
State Regulation ◽  
Educational Process ◽  
Educational Services ◽  
Academic Mobility ◽  
Quality Of Higher Education ◽  
The Russian Federation

The article considers approaches to improving the quality of higher education in the system of state regulation. It is established that the reform of the educational system in the Russian Federation requires adequate changes in the internal management of universities, their transition to the principles of strategic planning, monitoring of the educational services market, personnel management, expansion of academic freedoms and academic mobility of all participants in the educational process.

scholarly journals Analysis of Ordinary Public Fund and Its Impact on the Quality of Academic Programs in the Higher Education in the Subsystem of the Polytechnic Universities in Mexico

2017 ◽  
Vol 7 (2) ◽  
pp. 51 ◽  
Author(s):  
Pedro Salazar Monroy ◽  
José L. Arcos-Vega ◽  
Juan J Sevilla García
Keyword(s):  
Higher Education ◽  
Educational System ◽  
Academic Programs ◽  
Financial Resources ◽  
Public Fund ◽  
Educational Activities

In 2015, there was the need of making this study to determine the efficient and effectiveness’ management for making decisions in respect to the ordinary fund allocations and their impact on the quality of the academic programs into the Polytechnic engineering universities in Mexico. This analysis is very important for providing essential evidence to improve the granting of financial resources to these institutions for the educational activities. Front to a novel educational system of higher education is essential to evaluate the quality of it to achieve its goals. The information evaluated shows important findings, in regards to the institutions for having more evaluable academic programs than non-assessable academic programs. Being the first ones, which receive a larger fund for their operation.

scholarly journals Internationalizing Higher Education

2007 ◽  
Vol 2 (1) ◽  
pp. 17-25
Author(s):  
Rolv Lyngstad
Keyword(s):  
Higher Education ◽  
Educational System ◽  
Comparative Approach ◽  
Institutions Of Higher Education ◽  
National Education ◽  
University College ◽  
Faculty Meeting ◽  
Why Questions

Why are institutions of higher education interested in internationalization? The question was asked at a faculty meeting in our university college. A variety of arguments and opinions were expressed. Many “when”, “what”, “how”, “who” and “why” questions were asked. Some arguments were normative and altruistic emphasizing the need of helping to develop countries in improving their educational system, others took a more ideological stand explaining internationalization within a neo-liberal and globalized frame, and some arguments emphasized the importance of a comparative approach to improve the quality of national education.

scholarly journals Pengaruh Kemampuan dan Motivasi Dosen Terhadap Kualitas Layanan kepada Mahasiswa STAI Darul Ulum Bayuwangi

2017 ◽  
Vol 13 (2) ◽  
pp. 89
Author(s):  
Supriyanto Supriyanto
Keyword(s):  
Higher Education ◽  
Quality Of Service ◽  
Data Collection ◽  
Higher Education Institutions ◽  
Quality Of Services ◽  
Teaching Motivation ◽  
Quantitative Design ◽  
Research Show

One of the efforts to make our higher education institutions to be in the same level with those of other nations is by improving the quality of the lecturers and their service to students. The research was conducted at the STAI Darul Ulum Banyuwangi, with a population of 132 people and 64 people of sample. The method of data collection is by using questionnaires and the method of data analysis is by using the analysis of double regression predictors. The results of this research show that: firstly, the lecturers’ abilities significantly influence the quality of services to students. Secondly, the lecturers’ teaching motivation also significantly influence the quality of services tostudents. Thirdly, the lecturers’ abilities are related to their teaching motivations. Finally the lecturers’ abilities and the teaching motivation simultaneously influence the quality of service to students. Keywords: quantitative design, ability, motivation, and service. Salah satu usaha untuk menjadikan pendidikan tinggi kita sejajar dengan bangsa lain, diperlukan perbaikan terutama pada perbaikan mutu dosen dan kualitas layanan kepada mahasiswa. Penelitian ini dilakukan di STAI Darul Ulum Banyuwangi, dengan populasi 132 orang dan sampel 64 orang. Metode pengumpulan data menggunakan metode angket dan analisis data menggunakan analisis regresi ganda dua predictor. Hasil penelitian ini menunjukan bahwa; pertama, kemampuan dosen berpengaruh secara signifikan terhadap kualitas layanan kepadamahasiswa;kedua,motivasimengajardosenberpengaruh secara signifikan terhadap kualitas layanan kepada mahasiswa; ketiga, kemampuan dosen berhubungan dengan motivasi mengajar; dan keempat, kemampuan dan motivasi mengajar dosen secara simultan berpengaruh signifikan terhadap kualitas layanan kepada mahasiswa. Kata Kunci: kuantitatif design, kemampuan, motivasi, layanan.

scholarly journals Modelo pherffo: avaliação da qualidade em instituição de ensino superior

2022 ◽  
Vol 3 (1) ◽  
pp. 2-20
Author(s):  
Gabriella Depiné Poffo ◽  
Gisele Kruger ◽  
Bruna Jaime Feiden
Keyword(s):  
Higher Education ◽  
Social Transformation ◽  
Evaluation Model ◽  
Interpersonal Relationship ◽  
Educational Services ◽  
Quality Of Services ◽  
Assessment Instruments ◽  
Administrative Service ◽  
Career Opportunity

Esta pesquisa tem como objetivo apresentar resumidamente os itens metodológicos utilizados para elaboração de um modelo de avaliação da qualidade dos serviços prestados pelas instituições de ensino superior, denominado PHERFFO (Performance Higher Education Poffo), a qual trata-se de uma continuidade à pesquisa de Poffo e Verdinelli (2017). Neste sentido, para a construção e validação do modelo de avaliação da qualidade de serviços educacionais buscou-se, primeiramente, traçar uma revisão de literatura baseada em teorias já validadas por diversos autores, como Parasuraman, Berry e Zeithaml (1985, 1988), Cronin e Taylor (1992), Abdullah (2006), Anil e Icli (2014), Dias Sobrinho (2010) e os instrumentos de avaliação do MEC/INEP, dentre outros estudos. Como resultado foi proposto um modelo que se divide em nove dimensões: Reputação Mercadológica, Segurança, Atendimento Administrativo, Relacionamento Interpessoal, Infraestrutura, Oportunidade de Carreira, Aspectos Educacionais, Aspectos Acadêmicos e Transformação Social. Conclui-se que traçar um panorama confiável, através de um modelo de avaliação da qualidade do serviço entregue, é o primeiro passo para aprofundar as discussões acerca da qualidade do Ensino Superior brasileiro. This research aims to briefly present the methodological items used to develop a model for evaluating the quality of services provided by higher education institutions, called PHERFFO (Performance Higher Education Poffo), which is a continuation of Poffo's research and Verdinelli (2017).  In this sense, for the construction and validation of the model for evaluating the quality of educational services, we sought, firstly, to draw up a literature review based on theories already validated by several authors, such as Parasuraman, Berry and Zeithaml (1985, 1988), Cronin and Taylor (1992), Abdullah (2006), Anil and Icli (2014), Dias Sobrinho (2010) and the MEC/INEP assessment instruments, among other studies. As a result, a model was proposed that is divided into nine dimensions: Marketing Reputation, Security, Administrative Service, Interpersonal Relationship, Infrastructure, Career Opportunity, Educational Aspects, Academic Aspects and Social Transformation. It is concluded that drawing a reliable panorama, through an evaluation model of the quality of the service delivered, is the first step to deepen the discussions about the quality of Brazilian Higher Education.

scholarly journals FACTORS RESTRAINING GROWTH OF THE QUALITY OF HIGHER EDUCATION

2018 ◽  
pp. 30-38
Author(s):  
Tatiana Vladimirovna Zak
Keyword(s):  
Higher Education ◽  
Educational System ◽  
Education System ◽  
Management System ◽  
Academic Staff ◽  
Educational Process ◽  
Higher Education System ◽  
Quality Of Higher Education ◽  
State Examination

In recent years, the system of higher education has undergone significant changes affecting the most important spheres of university activities: management of the educational process, its organization, which significantly changes the attitudes, incentives, motives and value system of the academic staff. In a number of cases, as a result of reforming the management system there are created special conditions that affect the quality of educational services. The task of investigating the consequences of the ongoing reforms is being actualized in order to identify the main factors that restrain the growth of quality. To solve this problem there has been made comparative analysis of the quality of higher education in Russia and abroad. Significant reserves of its growth in Russia have been revealed. There had been proposed a classification based on the scope of action: factors that operate within the educational system, but are external to the higher education; factors that are external to the educational system as a whole; factors acting within the system of higher education. The most significant external factor for the educational system is the low innovative potential of the economy, underestimation of the quality of education by business, which determines the aim of the majority of students not to build up human capital, but to obtain a diploma with minimal expenses. The factors intrinsic to the educational system, but external to the higher education system, include the lack of interest and unpreparedness of school teachers for working with gifted students, which is primarily due to the use of the results of the General State Examination and Unified State Examination for evaluating their work . The main negative factor operating within the higher education system is the distortion of teachers' incentives, the increase of their opportunistic behavior caused by the transition to a new management system for higher education organizations.

scholarly journals Model for Considering the Propensity of Students to Accept M-learning

2020 ◽  
Author(s):  
Isidora Milošević ◽  
Ana Rakić ◽  
Sanela Arsić ◽  
Anđelka Stojanović ◽  
Ivica Nikolić ◽  
...  
Keyword(s):  
Higher Education ◽  
Mobile Technology ◽  
Engineering Students ◽  
Research Question ◽  
Mobile Technologies ◽  
Promethee Ii ◽  
Study Programme ◽  
Proposed Model ◽  
Engineering Sciences

Research question: The aim of the study is to examine the inclination of engineering students in Serbia to adopt M-learning. Motivation: Mobile technologies provide new solutions in the current concept of learning. Students today have a new approach to learning since they live in the era of digital technology. The use of mobile technology in higher education came along with the technological enlightenment of professors and students, eradicating geographical boundaries and enabling cooperative learning. Idea: Mobile learning (M-learning) is unthinkable without the use of mobile devices and it plays an increasingly important role in the development of teaching methods in higher education. The research refers to the analysis and assessment of M-learning in higher education with the aim to identify problems and weaknesses related to the application of M-learning in order to set alternatives and criteria for the proposed model. Data: The survey was conducted through a questionnaire, and 341 correctly filled out questionnaires were collected. The obtained data were processed by the Visual Promethee software package. Tools: The research methodology was based on the Multi-criteria decision analysis (MCDA) method which was used in the form of PROMETHEE II/GAIA technique. In order to rank the student programmes from different study areas, groups of questions were used as criteria, and study programmes were used as alternatives. Findings: The acquired results indicated that M-learning was mostly used by the students of Engineering Management, since they frequently used mobile technology in certain required courses, as well as for obligatory business practice. It was also concluded that the study programme Metallurgical Engineering had the lowest performance concerning the implementation of M-learning among all other observed study programmes. Contribution: The conclusions of this study can add to the awareness-raising of the higher education institutions' interested parties and alert them to improve the quality of M-education by pointing out that there are differences in the adoption of M-learning depending on the type of engineering sciences.

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