Data sanitization against label flipping attacks using AdaBoost-based semi-supervised learning technology

2021 ◽  
Author(s):  
Ning Cheng ◽  
Hongpo Zhang ◽  
Zhanbo Li
Keyword(s):  
Supervised Learning ◽  
Learning Technology ◽  
Data Sanitization

Smart teaching mode based on particle swarm image recognition and human-computer interaction deep learning

2020 ◽  
Vol 39 (4) ◽  
pp. 5699-5711
Author(s):  
Shirong Long ◽  
Xuekong Zhao
Keyword(s):  
Feature Extraction ◽  
Particle Swarm Optimization ◽  
Deep Learning ◽  
Real Time ◽  
Image Recognition ◽  
Particle Swarm ◽  
Learning Technology ◽  
Search Performance ◽  
Swarm Optimization ◽  
Teaching Mode

The smart teaching mode overcomes the shortcomings of traditional teaching online and offline, but there are certain deficiencies in the real-time feature extraction of teachers and students. In view of this, this study uses the particle swarm image recognition and deep learning technology to process the intelligent classroom video teaching image and extracts the classroom task features in real time and sends them to the teacher. In order to overcome the shortcomings of the premature convergence of the standard particle swarm optimization algorithm, an improved strategy for multiple particle swarm optimization algorithms is proposed. In order to improve the premature problem in the search performance algorithm of PSO algorithm, this paper combines the algorithm with the useful attributes of other algorithms to improve the particle diversity in the algorithm, enhance the global search ability of the particle, and achieve effective feature extraction. The research indicates that the method proposed in this paper has certain practical effects and can provide theoretical reference for subsequent related research.

Hard and light gamification in education: Which one to choose?

2020 ◽  
Vol 1 (1) ◽  
pp. 20-27
Author(s):  
E. V. Karmanova ◽  
V. A. Shelemetyeva
Keyword(s):  
Computer Games ◽  
Educational Process ◽  
Course Development ◽  
Learning Technology ◽  
Training Course ◽  
Resource Requirements ◽  
E Learning ◽  
Characteristic Features ◽  
Game Elements

The article is devoted to the implementation of gamification methods in the educational process. The characteristic features of light and hard gamification are presented. The appropriateness of using gamification when applying e-learning technology is considered. Classification of courses based on hard gamification taking into account the technological features of development is proposed: courses-presentations, courses — computer games, VR/AR courses. The article also illustrates the use of various game elements of easy gamification using the example of the module “Level up! — Gamification” of the Moodle LMS. The capabilities of this module can be used in an electronic course by any teacher who has the skills of working with the Moodle.The authors present the analysis of the development of a training course in sales techniques using hard and light gamification technologies, where the course development was assessed for its complexity, manufacturability, and resource requirements. The results of the analysis showed that the development of courses using hard gamification requires much more financial and time-consuming than the development of courses using light gamification.The article evaluates the results of the educational intensiveness intense “Island 10–22”, held in July 2019 in Skolkovo, in which 100 university teams, teams of research and educational centers, teams of schoolchildren — winners of competitions, olympiads, hackathons (“Young Talents”) participated. The results of the intense confirmed the effectiveness of the use of light gamification methods in adult training. Thus, the conclusions presented in the article reveal a number of advantages that light gamification has in comparison with hard gamification.

TO THE QUESTION OF THE SYSTEMATIC NATURE OF ELECTRONIC EDUCATIONAL MATERIALS FOR HIGHER EDUCATION

2019 ◽  
pp. 54-62
Author(s):  
K. R. Ovchinnikova
Keyword(s):  
Learning Process ◽  
Information Technologies ◽  
Electronic Materials ◽  
Subject Area ◽  
Design Activity ◽  
Learning Technology ◽  
Educational Materials ◽  
Scientific Publications ◽  
Structured Information ◽  
Single Complex

The relevance of the issue under consideration in the article is connected with the confusion in scientific publications of the concepts of “electronic educational materials” and “electronic educational resources”. The article discusses the concept of “electronic educational materials” from the perspective of general systems theory. And their system character is proved. This allows them to be represented as a single complex of structured information of a specific subject area and didactic materials. These didactic materials support the learning process at all stages of its didactic cycle in accordance with the chosen learning technology based on the didactic capabilities of information technologies. It is concluded that the system of high school electronic materials allows to expand the boundaries of the design activity of the teacher, provide management of the student’s thinking activity, to implement a competence approach to the learning process at university

THE FEATURES OF ORGANIZING BLENDED LEARNING USING LMS MOODLE

2018 ◽  
pp. 43-50 ◽  
Author(s):  
E. V. Karmanova
Keyword(s):  
Online Learning ◽  
Blended Learning ◽  
Online Training ◽  
Educational Process ◽  
Learning Technology ◽  
Full Time ◽  
Educational Organizations ◽  
Teaching Materials ◽  
The World

The technology of blended learning is one of the modern trends in education both in the world and in Russia. The article explores the various possibilities of blended learning technology. As a means of implementing online learning, it is proposed to use LMS Moodle, which is widely used among educational organizations. The categorization of the main elements of Moodle from the perspective of the organization of pedagogical control, forms of presentation of teaching materials is presented. Examples of the use of basic resources and elements of Moodle in the educational process are given. The interactive properties of individual elements those allow you to more effectively implement online learning in blended learning technology are revealed. An approach is proposed to understand the essence of blended learning technology as a technology that allows to activate a student’s activities in the framework of full-time education by using online training and transferring (from full-time education) those activities that students are able to implement in the absence of a teacher.

FAKTOR PENDUKUNG DAN PENGHAMBAT DALAM PROSES PERUBAHAN ORGANISASI PADA POLITEKNIK KESEHATAN KEMENKES PALANGKA RAYA

2017 ◽  
Vol 13 (2) ◽  
pp. 119-128
Author(s):  
Nang Randu Utama
Keyword(s):  
Mental Model ◽  
Teaching And Learning ◽  
Learning Technology ◽  
Teaching Aids ◽  
Inhibiting Factors ◽  
Inhibiting Factor ◽  
Management Perspective ◽  
The Republic ◽  
Technical Guidance

This study aims to obtain a description of the supporting and inhibiting factors in the process of organizational change of education based on management perspective that occurs in the scope of higher health education of the Ministry of Health of the Republic of Indonesia. This study used a qualitative approach by conducting case study at Palangka Raya Health Polytechnic. The research results are as follows: (a) Supporting factor that must be there is the existence of a manual or technical guidance in organizing the organization; (b) Whereas the inhibiting factor is the old habits, the mindset, the mental model is still inhibiting from the organizers and members of the organization; (c) The inhibiting factor is the existence of selfishness of each highly visible party; (d) Inhibitors may also occur if there are still "little kings" and selfishness from each of the former institutions; (e) Other issues that support in this process of change are in terms of facilities and infrastructure, namely the availability of buildings and land; (f) Another inhibiting factor is that in terms of educational qualifications, there are departments that do not meet, for example in the midwifery department there are still many average teachers with Diploma IV education background and non-linear education; (g) Inhibiting factors may also occur if the reason of seniority is always carried around; (h) The inhibiting factor is lack of human resources in using modern health equipment, including the use of teaching aids in accordance with the progress of science and teaching and learning technology.   Penelitian ini bertujuan untuk memperolah gambaran mengenai faktor pendukung dan penghambat dalam proses perubahan organisasi pendidikan yang ditinjau dari perspektif manajemen yang terjadi di lingkup organisasi pendidikan tinggi kesehatan Kementerian Kesehatan Republik Indonesia. Penelitian ini menggunakan pendekatan kualitatif dengan melakukan studi kasus pada institusi Politeknik Kesehatan Kemenkes Palangka Raya. Hasil penelitian adalah sebagai berikut: (a) Faktor pendukung yang harus ada yaitu adanya buku pedoman atau petunjuk teknis dalam penyelenggaraan organisasi; (b) Sedangkan yang menjadi faktor penghambat itu adalah kebiasaan lama, mindset-nya, mental model-nya masih bersifat menghambat dari para pengelola dan anggota organisasi; (c) Faktor penghambat yaitu adanya keegoisan masing-masing pihak yang sangat tampak; (d) Penghambat juga dapat terjadi apabila masih ada “raja-raja kecil” dan keegoisan dari masing-masing institusi yang dulu; (e) Perihal lain yang mendukung dalam proses perubahan ini adalah dari sisi sarana dan prasarana, yaitu tersedianya gedung dan tanah; (f) Faktor penghambat lain yaitu dari sisi kualifikasi pendidikan ternyata ada jurusan yang tidak memenuhi, misalnya di jurusan kebidanan masih banyak rata-rata tenaga pengajar dengan latar pendidikan Diploma IV dan pendidikannya tidak linear; (g) Faktor penghambat juga dapat terjadi apabila alasan senioritas selalu dibawa-bawa; (h) Faktor penghambat yaitu masih kurang kesiapan sumber daya manusia dalam menggunakan alat-alat kesehatan modern termasuk penggunaan alat bantu belajar mengajar yang sesuai dengan kemajuan ilmu pengetahuan dan teknologi pengajaran dan pembelajaran.

Learning Technology Review: Vocabulary.com

2019 ◽  
Vol 37 (2) ◽  
pp. 205-212
Author(s):  
Hiromi Nishioka
Keyword(s):  
Learning Technology ◽  
Technology Review

A Supervised Learning Approach for Dynamic Sampling (SLADS) in Raman Hyperspectral Imaging

2018 ◽  
Vol 2018 (15) ◽  
pp. 132-1-1323
Author(s):  
Shijie Zhang ◽  
Zhengtian Song ◽  
G. M. Dilshan P. Godaliyadda ◽  
Dong Hye Ye ◽  
Atanu Sengupta ◽  
...  
Keyword(s):  
Supervised Learning ◽  
Hyperspectral Imaging ◽  
Learning Approach ◽  
Dynamic Sampling

Kesiapan Sekolah Menghadapi OSN Ekonomi SMA Di Kota Padang

2018 ◽  
Vol 8 (2) ◽  
pp. 60
Author(s):  
Yuhendri L.V
Keyword(s):  
Information Technology ◽  
Literature Review ◽  
Learning Technology ◽  
Scientific Journals ◽  
Research Results ◽  
Learning Challenges ◽  
E Learning

The development of information technology has spawned the innovation of learning technology, one of which is the application of E-learning that develops along the paradigm of learning changes. Implementation of E-learning in addition to providing benefits are also still faced with various problems that become challenges in the application of E-learning resulting in a variety of perceptions that develop in society. This article aims to describe the opportunities, challenges, and implementation of E-learning in Indonesia. This paper is a literature review by using relevant sources related to theoretical and empirical reviews of E-learning challenges, opportunities, and implementation. Sources of theoretical reviews use books, other documents on E-learning, while for empirical reviews using research results published in scientific journals.

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