scholarly journals Review of the Personalized Learning In China

2020 ◽  
Vol 7 (2) ◽  
pp. 893-912
Author(s):  
Lijuan Li ◽  
Yali Wang ◽  
Haojuan Zhang

Teaching students in accordance with their aptitude and individualized training are the focus of the world’s attention, and it is also one of the eight education concepts in my country. Based on the CSSCI database, this research sorts out the concept and connotation of personalized learning and teaching in China, and analyzes the theoretical research progress of personalized learning and teaching, learning analysis technology, personalized recommendation technology, personalized learning path planning, and personalized learning system It summarizes the research focus and characteristics of domestic personalized learning and teaching theory from the perspectives of theory, practical application, and technology development, and analyzes the development trend of personalized learning and teaching in the era of artificial intelligence.

2013 ◽  
Vol 380-384 ◽  
pp. 2786-2789
Author(s):  
Hua Yue Chen ◽  
Jing Pu

By using genetic algorithm to obtain the text characteristic, extracting user interests, and in which the author with personalized recommendation feature online learning system model.


2021 ◽  
Vol 4 (1) ◽  
pp. 1-12
Author(s):  
Faith Ngami Kivuva ◽  
Elizaphan Maina ◽  
Rhoda Gitonga

Most traditional e-learning system fails to provide the intelligence that a learner may require during their learning process. Different learners have different learning styles but the current e-learning systems are not able to provide personalized learning. In this paper, we discuss how intelligent agents can aid learners in their learning process. Three agents have been developed namely, learner agent, information agent, and tutor agents that will be integrated into a learning management system (Moodle). Learners are provided with a personalized recommendation based on the learning styles.


2014 ◽  
Vol 568-570 ◽  
pp. 1577-1580 ◽  
Author(s):  
Ji Chun Zhao ◽  
Shi Hong Liu ◽  
Jian Xin Guo ◽  
Zhu Feng Qiao

With the rapid development of wireless communication networks and mobile terminal technology, it has an important significance for improving the cultural quality of farmers and the rural information level that researching the key technology of personalized learning for farmers based on wireless network. The research progress of personalized service was introduced based on reading a large number of domestic and foreign related research literature. The personalized recommendation technology, the recommendation algorithm and measure method was given in the research of personalized technology. The personalized recommendation system was designed and tested, the result could need the users need. Finally the problems and future research directions in the personalized system is summarized.


Author(s):  
Olena Rudychyk

The issue concerning popularisation and relevance of foreign language learning and teaching has provoked a deep interest to analyse and study the world experience of modern methods and approaches to teaching a foreign language which provide positive results. The article considers the approach of content and language integrated learning (CLIL) and peculiarities of its implementation in different countries. A brief analysis of the CLIL approach formation, the preconditions and sources of its establishments are represented. Moreover, the basic difference between CLIL and previous communicative approaches is illustrated. The article illuminates the varieties of CLIL implementation round the world. Scientific and methodological literature on the topic is reviewed. In the article, theoretical research methods are used: literature study, analysis, synthesis, and generalisation. The article points out the core principles and key requirements needed to implement the approach of content and language integrated learning successfully. The idea of a dual focus is explained: both professional and linguistic competences are developed at the same time. One of the core obstacles is knowledge evaluation, as there is no singular criterion in this concern. Scholars agree with the idea to separate marks. Therefore, a learner gets his/her mark (grade) for profession-oriented skills and linguistic ones separately. Both native and foreign languages learned within the course are correlated, the variations of their interconnection are analysed. Besides positive features, the articles analyses the main problems which a teacher may face during the lessons based on the content and language integrated learning approach. The main obstacles are as follows: lack of qualified and experienced teachers, methodological support, dissemination among social communities. The approach of content and language integrated learning is flexible and can be easily adapted to any teaching/learning/educational environment. Its variability and flexibility make it extremely popular with students. Furthermore, it tends to create a positive attitude to education and makes students more motivated.


2018 ◽  
Vol 10 (3) ◽  
pp. 23-37 ◽  
Author(s):  
Xueying Ma ◽  
Lu Ye

This article describes how e-learning recommender systems nowadays have applied different kinds of techniques to recommend personalized learning content for users based on their preference, goals, interests and background information. However, the cold-start problem which exists in traditional recommendation algorithms are still left over in e-learning systems and a few of them have seriously affected the learning goals of users. Thus, an intelligent e-learning system have been developed which can recommend professional and targeted courses according to their career goals. First, an enhanced collaborative filtering (CF) approach is proposed considering users' career goals and background information. Then, the relevance between career goals and courses are calculated to alleviate the cold-start problem and recommend specialized courses for users. Finally, a PrefixSpan algorithm is combined with the above methods to generate a personalized learning path step by step. Some experiments are carried out with real users of different professions to test the performance of the hybrid algorithm.


2019 ◽  
pp. 3121-334
Author(s):  
Carmen Palumbo ◽  
Antinea Ambretti ◽  
Giovanna Ferraioli

Over the past few decades, the adoption of an inclusive approach to education has stimulated a reflection on the educational value of body and movement within teaching-learning process in order to break down all barriers to learning and promote the full participation of young people to school activities. Indeed,body and movement represent an important didactic "medium" for developing individualized and personalized learning paths that take into account the specific needs and characteristics of students thus contributing to their global and harmonious development.


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