Research on the Application of Learning Analytics on Information Teaching Platform of Secondary Vocational School in Big Data Era

2014 ◽  
Vol 1078 ◽  
pp. 361-365
Author(s):  
Wei Tu ◽  
Li Xin Gan ◽  
Xiang Qing Zhang
Keyword(s):  
Big Data ◽  
Learning Analytics ◽  
Teaching Quality ◽  
Colleges And Universities ◽  
Individual Learning ◽  
Vocational School ◽  
Cloud Platform ◽  
School Students ◽  
Teaching Platform ◽  
School Based

Big data has affected all walks of life including colleges and universities. The field of Secondary Vocational School has collected and stored vast amounts of educational data. In this paper, Learning Analytics is applied to information teaching platform of Secondary Vocational School based on Hadoop cloud platform. It can mine and use educational big data quickly and effectively, to improve teaching quality and meet the demand of individual learning for secondary vocational school students.

scholarly journals History Teaching in Vocational School Based on Curriculum 2013

2020 ◽  
Vol 16 (2) ◽  
pp. 187-201
Author(s):  
Ajat Sudrajat ◽  
Dyah Kumalasari ◽  
Danu Eko Agustinova
Keyword(s):  
Social Sciences ◽  
Data Collection ◽  
Qualitative Method ◽  
Teaching Strategy ◽  
National Character ◽  
Vocational School ◽  
School Students ◽  
History Teachers ◽  
History Teaching ◽  
School Based

The Curriculum 2013 is a learning guidance for schools in Indonesia. One among many schools that applied Curriculum 2013 is vocational school. Social sciences based majors also being taught in vocational school. One of them is Indonesian History. The major of history in vocational school is very strategic for internalizing national character values. Unfortunately, history teachers in vocational school don’t apply suitable way in their teaching. That’s understandable since students in vocational school focus on vocational majors. This research employs a descriptive qualitative method by utilizing some techniques of data collection such as observations, interviews and documentations. The aim of this research is to know teaching strategy which is suitable in vocational school. The benefit of this research is the finding of ideal teaching strategy for vocational school students. In this case, the object of research is SMK Negeri 3 Kudus. History teaching in vocational school can utilize teaching media and learning in historical site. Those two strategies have goal for easing students of vocational school in understanding material of history subject. Each of those strategies has advantages and downsides, so that combination of them can cover each others’ downsides.

scholarly journals Design and Implementation of Intelligent Educational Administration System Using Fuzzy Clustering Algorithm

2021 ◽  
Vol 2021 ◽  
pp. 1-14
Author(s):  
Fang Liu
Keyword(s):  
Big Data ◽  
Performance Prediction ◽  
Educational Administration ◽  
Management System ◽  
Clustering Algorithm ◽  
Teaching Quality ◽  
School Students ◽  
Experimental Conditions ◽  
Achievement Prediction ◽  
Low Efficiency

The present work aims to solve the problems that the traditional educational administration management system has, such as low efficiency in analyzing big data, and the analysis results have low value, which is based on manual rules definition in big data analysis and processing. The work proposes a student achievement prediction model FCM-CF based on Fuzzy C-means (FCM) and Collaborative Filtering (CF). The work also introduces it into the research of educational administration management to construct an intelligent educational administration management system. At the beginning, the FCM-CF model is described in detail. Then, the system requirements and specific design methods are described in detail. Eventually, with the students’ performance prediction as an example, the performance of the system is tested by designed simulation experiments. The result shows that the students’ achievement in study is closely related to their daily study performance such as preparation before class, classroom performance, attendance, extracurricular study, and homework completion. Generally, the examination scores of students are significant to their daily performances. Under the same experimental conditions, the prediction error of the FCM-CF model proposed here is less than 10.8% of that of other algorithms. The model has better prediction performance and is more suitable for the prediction of middle school students’ examination scores in educational administration management system. The innovation of intelligent educational administration management system is that, in addition to the basic information management function, it also has two other functions: students’ performance prediction analysis and teacher evaluation prediction. It can provide data support for improving teaching quality. The research purpose is to provide important technical support for more intelligent educational administration and reduce the loss of human resources in educational administration.

scholarly journals van Hiele instructional package for vocational school students’ spatial reasoning

2018 ◽  
Vol 11 (1) ◽  
pp. 79-100
Author(s):  
Evvy Lusyana ◽  
Wahyu Setyaningrum
Keyword(s):  
Spatial Reasoning ◽  
Vocational School ◽  
School Students ◽  
Van Hiele ◽  
Reasoning Test ◽  
School Based ◽  
Van Hiele Theory ◽  
Teachers And Students ◽  
Support Students ◽  
Instructional Package

[Bahasa]: Artikel ini membahas kepraktisan dan keefektifan perangkat pembelajaran matematika sekolah menengah kejuruan (SMK) berbasis teori van Hiele dan berorientasi pada penalaran spasial. Perangkat pembelajaran berupa rencana pelaksanaan pembelajaran (RPP) dan lembar kegiatan siswa (LKS). Pengembangan perangkat pembelajaran dalam penelitian ini menggunakan model pengembangan ADDIE. Instrumen pengumpulan data terdiri dari lembar observasi keterlaksanaaan pembelajaran, lembar penilaian kepraktisan dari guru dan siswa, dan tes penalaran spasial. Subjek uji coba perangkat pembelajaran adalah 106 siswa dari tiga kelas di SMKN 2 Ngawi. Hasil penelitian menunjukkan bahwa perangkat pembelajaran matematika SMK menggunakan teori van Hiele berorientasi pada penalaran spasial praktis. Hal ini dapat dilihat dari respon guru dan siswa yang menyatakan bahwa perangkat dapat digunakan dalam pembelajaran di kelas. Selain itu, perangkat yang dikembangkan juga efektif dilihat dari persentase ketuntasan kemampuan penalaran spasial siswa mencapai 82% setelah menggunakan perangkat pembejalaran yang dikembangkan. Perangkat ini dapat menunjang kemampuan penalaran siswa karena menyediakan ilustrasi gambar dan bidang kartesius untuk memfasilitasi siswa berpikir spasial. Kata kunci: Perangkat Pembelajaran; van Hiele; Penalaran Spasial [English]: This paper discusses the practicality and effectiveness of mathematics instructional package for vocational school based on van Hiele theory and oriented to spatial reasoning. The learning package was developed using ADDIE’s model. The research instruments consisted of observation sheet, practicality assessment sheets from teachers and students, and spatial reasoning test. The tryout involved 106 students from three classes in SMKN 2 Ngawi. The result of research showed that instructional package of vocational school based on van Hiele theory is practical to use as can be seen from the teacher's and students’ responses. The instructional package was also considered to be effective because 82% of students passed the spatial reasoning test. The package provided figures illustration and Cartesian model that could support students’ spatial thinking. Keywords: Instructional Package; van Hiele; Spatial Reasoning

Learning Analytics Considered Harmful

2012 ◽  
Vol 16 (3) ◽  
Author(s):  
Laurie P Dringus
Keyword(s):  
Big Data ◽  
Online Learning ◽  
Learning Analytics ◽  
Online Courses ◽  
Research Community ◽  
Current Status ◽  
Online Course ◽  
Full Potential

This essay is written to present a prospective stance on how learning analytics, as a core evaluative approach, must help instructors uncover the important trends and evidence of quality learner data in the online course. A critique is presented of strategic and tactical issues of learning analytics. The approach to the critique is taken through the lens of questioning the current status of applying learning analytics to online courses. The goal of the discussion is twofold: (1) to inform online learning practitioners (e.g., instructors and administrators) of the potential of learning analytics in online courses and (2) to broaden discussion in the research community about the advancement of learning analytics in online learning. In recognizing the full potential of formalizing big data in online coures, the community must address this issue also in the context of the potentially "harmful" application of learning analytics.

Patient consent to medical students in general practice

2018 ◽  
Vol 68 (suppl 1) ◽  
pp. bjgp18X697229
Author(s):  
Matthew Webb ◽  
Sarah Thirlwall ◽  
Bob McKinley
Keyword(s):  
Medical Education ◽  
General Practice ◽  
Medical Students ◽  
Medical School ◽  
Undergraduate Students ◽  
Teaching Quality ◽  
School Students ◽  
Patient Journey ◽  
Patient Consent ◽  
High Level

BackgroundInformed consent is required for active participation of patients in medical education. At Keele Medical School, we require practices to advertise that they teach undergraduate students and to obtain appropriate patient consent at various stages of the patient journey.AimThe study aimed to explore patients’ experience of consent to involvement in undergraduate medical education in general practice.MethodDuring the final year at Keele University Medical School, students undertake a patient satisfaction survey. A questionnaire was attached to the reverse of this survey during the academic year 2016–2017. The questionnaire explored the stage of the patient journey consent was obtained, whether they were offered an alternative appointment and how comfortable they were with medical students being involved in their care.ResultsA total of 489 questionnaires were completed covering 62 GP practices. 97% of patients reported that consent was obtained at least once during their encounter and the majority reported that this occurred at booking. 98% of patients were comfortable or very comfortable with a medical student leading their consultation. However, 28% of those surveyed stated that they were either not given the option of not seeing the student or there was no other alternative appointment available.ConclusionThe results indicate that in the vast majority of cases patient consent is obtained at least once during their attendance. Patients expressed a high level of satisfaction with medical students’ involvement in their care. Further work is required to evaluate the role of the data as a marker of individual practice teaching quality.

Sign in / Sign up

Export Citation Format

Share Document