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Research on the Individualization of Foreign Language Teaching Based on MOOCs

Yi Liu
2017 DEStech Transactions on Computer Science and Engineering  
Through data mining, Mooc teaching can help teachers and students find problems in time, improve teaching quality, construct a variety of teaching evaluation, and make more accurate education forecast,  ...  The Mooc platform used in foreign language teaching is the combination of online and offline teaching. The platform can record and analyze the data of teaching activities in real time.  ...  is the research result that focused on the project of teaching research of Anhui Provincial Education Department "Innovative research on three dimensional practical teaching system of College English in  ... 
doi:10.12783/dtcse/icicee2017/17132 fatcat:homkzhznejfdxav3zze3pbyhbu

Development and implementation of blended courses for Russian language teachers in Russia and abroad

Tatyana Malykhina, Sergey Zolotykhin, Lyudmila Larina, Alevtina Kuzmina, Tatyana Pravednikova, S. Cindori, O. Larouk, E.Yu. Malushko, L.N. Rebrina, N.L. Shamne
2019 SHS Web of Conferences  
MOOCs are aimed at widespread involvement of students, improvement of their progress in studies, implementation of the principles of lifelong learning throughout life, support and development of their  ...  The article deals with theoretical approaches to solving a number of MOOCs problems connected with the use of a training video.  ...  between the ancient Russian language and the modern Russian language; to help a teacher explain to students the origin and nature of a modern language phenomenon in an accessible form; to bring up through  ... 
doi:10.1051/shsconf/20196900142 fatcat:2suvub5djngepbttggchghpc6m

Early Dropout Prediction in MOOCs through Supervised Learning and Hyperparameter Optimization

Theodor Panagiotakopoulos, Sotiris Kotsiantis, Georgios Kostopoulos, Omiros Iatrellis, Achilles Kameas
2021 Electronics  
Unfortunately, a key issue in MOOCs is low completion rates, which directly affect student success.  ...  In this context, the main purpose of the present study is to employ a plethora of state-of-the-art supervised machine learning algorithms for predicting student dropout in a MOOC for smart city professionals  ...  To achieve an appropriate combination of the base predictions, a learning algorithm was employed, while the model utilized the following steps in the final forecast: (a) Level 0 data: all the base learners  ... 
doi:10.3390/electronics10141701 fatcat:fb52f4ictrdobpbe34s657lsh4

On the Enlightenment of "MOOC" to the Cultivation of English Majors

Du Haixia
2022 International Journal of English Literature and Social Sciences  
As an emerging form of open education, " Mooc" takes the network as a platform, with college students as the main body, and is open to all members of society for free, and is receiving widespread attention  ...  How to use this effective platform to build English majors in colleges and universities, cultivate compound talents, and improve teachers' teaching level is the central topic of this paper.  ...  and processes of MOOCs, and forecasting development trends at home and abroad, but how to integrate MOOCs?  ... 
doi:10.22161/ijels.74.4 fatcat:coyywa67uvej3mdt6eih5gpqnm

Starting MOOCs in African University: The experience of Cadi Ayyad University, process, review, recommendations, and prospects

2020 IEEE Access  
Created in 2013, this MOOC was entitled UC@MOOC and appeared to respond to the challenges of massification in open access HEIs and the language difficulties faced by students.  ...  Yet a low-cost MOOC with certain limitations such as the weak ICT infrastructure available to the African public will thrive if operated using a MOOC platform and boosted its financial means.  ...  factors to be calculated in the equation (targeted learners, nature of courses, language, etc.).  ... 
doi:10.1109/access.2020.2966762 fatcat:5xjmmugu35cvnlmjiw6otycxcy

The teaching reform of literature retrieval course based on MOOCs

2017 International Journal of English Literature and Social Sciences  
Most colleges and universities focus on 16, 24, or 32 hours of teaching in one semester of the learning process.  ...  So, how to achieve this change? The authors believe that the rise of MOOCs not only forces the reform of traditional literature retrieval course, but also provides the means and methods of reform.  ...  It covers the fields of natural science, social science and humanities. Compared with the traditional teaching methods, MOOCs has its own advantages and characteristics.  ... 
doi:10.24001/ijels.2.4.10 fatcat:fe6k7do5vrbavbo4kpzbzjyqom

A Tool for the Semantic Analysis and Recommendation of videos in e-learning

Mauro Coccoli, Gianni Vercelli
2016 Proceedings of the 22nd International Conference on Distributed Multimedia Systems  
Accordingly, Massive Open Online Courses are gaining a prominent role in both formal and informal education and many universities provide video courses for their students through suited platforms or even  ...  Video lessons are increasingly adopted in education, especially in universities and lifelong learning projects.  ...  Marco Placidi for his precious support in coding and setting up the demo application.  ... 
doi:10.18293/dms2016-018 dblp:conf/dms/CoccoliV16 fatcat:2yy4fogfz5ah5h7isdtwkz7rhi

A Bayesian CNN-LSTM Model for Sentiment Analysis in Massive Open Online Courses MOOCs

Khaoula Mrhar, Lamia Benhiba, Samir Bourekkache, Mounia Abik
2021 International Journal of Emerging Technologies in Learning (iJET)  
; and 2) there is a high correlation between the sentiment in forum posts and the dropout rate in MOOCs.  ...  MOOCs provide a trove of data that can be leveraged to better assist learners, including behavioral data from built-in collaborative tools such as discussion boards and course wikis.  ...  Related work Sentiment analysis is a Natural Language Processing (NLP) research area that emerged in the past decade with the aim to automatically extract and classify opinions in text.  ... 
doi:10.3991/ijet.v16i23.24457 fatcat:2rgghpj6avdbbnwsn6qb3yjezq

Identifying student behavior in MOOCs using Machine Learning

Vanessa Faria De Souza, Gabriela Perry
2019 International journal for innovation education and research  
This paper presents the results literature review, carried out with the objective of identifying prevalent research goals and challenges in the prediction of student behavior in MOOCs, using Machine Learning  ...  Difficulty in manipulating data by untrained personnel.  ...  Amongst its application are natural language processing, search engines, medical diagnostics, bioinformatics, speech recognition, handwriting recognition, computer vision and robot locomotion and prediction  ... 
doi:10.31686/ijier.vol7.iss3.1318 fatcat:a5nlnvkvkvhfvoar27gdmmfgym

Research on the Application of CPI Teaching Method in Computer Courses in University in the Age of AI

Jing GAO, Le HAN
2019 DEStech Transactions on Social Science Education and Human Science  
It can help students master more knowledge quickly and firmly in a limited time and achieve a high-level self-cognition.  ...  Faced with such earthshaking changes in the field of education, the "digital tsunami", MOOCs, has erupted, which puts education informatization into a new climax.  ...  According to the "In-depth Research and Forecast in MOOCs in 2017", the scale of user in MOOCs from 2014 to 2016 is shown in Fig. 1 .  ... 
doi:10.12783/dtssehs/icesd2019/28099 fatcat:7pdz3hn5jfh4bdxhf4b5wcp6ye

Computer Science: Reflection and Future

R. K. Shyamasundar
2018 Proceedings of the Indian National Science Academy  
The question posed was: Is it possible to have a method that takes a proposition in first-order logic as input which will decide in a finite number of well-defined steps, whether the proposition is true  ...  ., 2015] highlights the underpinnings of the successes in Natural Language Processing (language translation), Image Classification, etc.  ...  One of the challenges is to combine machine learning, natural language processing and crowdsourcing to semi-automatically annotate privacy policies in order to provide users with succinct privacy notices  ... 
doi:10.16943/ptinsa/2018/49337 fatcat:74g3ezddnngebl3owpa3vijdnq

MOOC Dropout Prediction Using FWTS-CNN Model Based on Fused Feature Weighting and Time Series

Ya-Feng Zheng, Zhang-Hao Gao, Yi-Hang Wang, Qian Fu
2020 IEEE Access  
CNN has achieved better prediction results in various fields such as image processing, natural language processing, and medical information.  ...  In particular, CNN algorithm applications have become a current research hotspot and have been successful in many prediction areas such as image processing [17] , natural language processing [18] , and  ... 
doi:10.1109/access.2020.3045157 fatcat:bl7ilf633vc2jl47kplkvfbjfi

Predicting Student Outcomes in Online Courses Using Machine Learning Techniques: A Review

Areej Alhothali, Maram Albsisi, Hussein Assalahi, Tahani Aldosemani
2022 Sustainability  
With the increased demands and challenges in online education, several researchers have investigated ways to predict student outcomes, such as performance and dropout in online courses.  ...  Recent years have witnessed an increased interest in online education, both massive open online courses (MOOCs) and small private online courses (SPOCs).  ...  Subject Category Example Subject No. of Studies Humanities Online foreign language teaching, understanding language 6 Social sciences General sociology, Social science 7 Natural sciences Analytical chemistry  ... 
doi:10.3390/su14106199 fatcat:uprot74fkrclnlwelhlxeycjwa

A Model of Motivational and Technological Factors Influencing Massive Open Online Courses' Continuous Intention to Use

Samer Ali Al-shami, Salem Aldahmani, Massila Kamalrudin, Nabil Hasan Al-Kumaim, Abdullah Al Mamun, Mohammed Al-shami, Mustafa Musa Jaber
2022 Sustainability  
This study also revealed that contextual features including language use and course accreditation are important indicators determining students' behaviours toward the use.  ...  A questionnaire was gathered from 315 of students in the UAE and revealed that social motivational and technological factors driven by the technology acceptance model and technology task fit theory significantly  ...  Many students are interested in MOOCs due to their widespread and open nature compared to receiving certificates of any kind or academic credit [43] .  ... 
doi:10.3390/su14159279 fatcat:wg7p63xkqrhhdffe57c6enir44

Open Praxis vol. 9 issue 4

Inés Gil-Jaurena (ed.), various authors
2017 Open Praxis  
Institutional change and leadership associated with blended learning innovation: two case studies.  ...  in the nature and requirements of courses and processes involved in enrolling and withdrawing from courses.  ...  of language skills and consequently make learning student centered through active engagement in the learning process (Guemide & Benachaiba, 2014) .  ... 
doi:10.5944/openpraxis.9.4.810 fatcat:p6mllnev2fhfdlcvnx22pfjw6m
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