scholarly journals Understanding the Roles of Personalization and Social Learning in a Language MOOC Through Learning Analytics

2021 ◽  
Vol 25 (4) ◽  
Author(s):  
Napat Jitpaisarnwattana ◽  
Hayo Reinders ◽  
Pornapit Darasawang

In the last decade, there has been a great deal of interest in language MOOCs (LMOOCs) and their potential to offer learning opportunities for large audiences, including those in disadvantaged communities. However, experiences and research have shown MOOCs to suffer from several challenges. Chief among these have been low participation and completion rates, which are often attributed to limitations in how opportunities for personalisation and social interaction are implemented. For the current study, a dedicated LMOOC was designed and implemented, called the “Social and Personal Online Language Course (SPOLC).” This language learning environment incorporates a recommendation system and emphasizes personalisation and social interaction. The study identified the types of learning behaviour that were related to course completion and observed how 270 learners in the LMOOC used the various course features. The data were collected using learning analytical methods and analysed using binary logistic regression and feature extraction prediction model. The results demonstrated that working in groups and creating a learning plan were important factors associated with course completion, while interacting with other learners online was not. We conclude with several suggestions and implications for future LMOOC design, implementation, and research.   

Author(s):  
Thomas Raith

This chapter explores in how far Web 2.0, Weblogs in particular, has changed foreign language learning. It argues that Weblogs, along with Web 2.0, have created new genres for which users need new forms of literacy. A qualitative study on the relationship between the online audience of Web 2.0 and learners’ writing processes is presented and the findings are discussed. The study supports the assumption that learners are aware of the social interaction taking place through weblogs and that this awareness of audience influences the writing process. The author’s intention is to point out that Web 2.0 has created new communities of language practice and that foreign language learning is happening in these discourse communities through social interaction. The challenge in foreign language education is to integrate these communities of practice into the foreign language classroom.


2011 ◽  
pp. 1596-1613
Author(s):  
Thomas Raith

This chapter explores in how far Web 2.0, Weblogs in particular, has changed foreign language learning. It argues that Weblogs, along with Web 2.0, have created new genres for which users need new forms of literacy. A qualitative study on the relationship between the online audience of Web 2.0 and learners’ writing processes is presented and the findings are discussed. The study supports the assumption that learners are aware of the social interaction taking place through weblogs and that this awareness of audience influences the writing process. The author’s intention is to point out that Web 2.0 has created new communities of language practice and that foreign language learning is happening in these discourse communities through social interaction. The challenge in foreign language education is to integrate these communities of practice into the foreign language classroom.


2020 ◽  
Vol 16 (2) ◽  
pp. 24-48
Author(s):  
Manju G. ◽  
Abhinaya P. ◽  
Hemalatha M.R. ◽  
Manju Ganesh G. ◽  
Manju G.G.

Recommendation approaches generally fail to recommend newly-published papers as relevant, owing to the lack of prior information about the said papers and, more particularly, problems associated with cold starts. It would appear, to all intents and purposes, that researchers currently interact more on social networks than they normally would in academic circles, and relationships of a purely academic nature have witnessed a paradigm shift, in keeping with this new trend. In existing paper recommendation methods, the social interaction factor has yet to play a pivotal role. The authors propose a social network-based research paper recommendation method, that alleviates cold start problems by incorporating users' social interaction, as well as topical relevancy, among assorted papers in the Mendeley academic social network using a novel approach, random walk Ergodic Markov Chain. The system yields improved results after cold start alleviation, compared with the existing system.


2020 ◽  
Vol 15 (4) ◽  
pp. 4-32
Author(s):  
Le Hoang Anh Thu

This paper explores the charitable work of Buddhist women who work as petty traders in Hồ Chí Minh City. By focusing on the social interaction between givers and recipients, it examines the traders’ class identity, their perception of social stratification, and their relationship with the state. Charitable work reveals the petty traders’ negotiations with the state and with other social groups to define their moral and social status in Vietnam’s society. These negotiations contribute to their self-identification as a moral social class and to their perception of trade as ethical labor.


1970 ◽  
Vol 8 (1) ◽  
pp. 119-126
Author(s):  
Марина Орап

У  статті  висвітлено  методологічні  та  практичні  засади  вивчення  онтогенезу  соціального  інтелекту. Складність вивчення даного соціально-психологічного феномену пов’язана із дотичністю його  до багатьох явищ, які описують умови успішності соціальної взаємодії особистості. Проаналізовано наявні  теоретичні   підходи   до   визначення   змісту   та   структури  соціального  інтелекту,   до   взаємозв’язку  останнього  з  іншими  видами  інтелекту.  Визначено,  що  дослідження  соціального  інтелекту  молодших  школярів слід здійснювати на основі розуміння останнього як здатності, що виникає на базі комплексу  інтелектуальних,   особистісних,   комунікативних   і   поведінкових   рис,   що   зумовлюють   прогнозування  розвитку  міжособистісних  ситуацій,  інтерпретацію  інформації  і  поведінки,  готовність  до  соціальної  взаємодії і прийняття рішень. Здійснене пілотажне емпіричне дослідження прогностичних можливостей  дітей  молодшого  шкільного  віку  продемонструвало  наявні  позитивні  кореляційні  зв’язки  між  рівнем  розвитку здатності до передбачення найбільш адекватного сценарію розвитку подій у соціальній ситуації  та рівнем розвитку мовленнєвого досвіду. Найбільш тісний взаємозв’язок виявлено між рівнем розвитку  здатності  передбачати  адекватну  вербальну  відповідь  у  ситуації  комунікації  та  рівнем  розвитку  мовленнєвої компетентності та мовленнєвої діяльності дітей молодшого шкільного віку. Таким чином,  були зроблені попередні висновки про наявність взаємозв’язку між мовленнєвим досвідом та прогностичним  можливостями у складі соціального інтелекту дитини молодшого шкільного віку The  article  outlines  the  methodological  and  practical  principles  of  studying  the  ontogenesis  of  social  intelligence. The complexity of studying this socio-psychological phenomenon is associated with its attractiveness to  many  phenomena  that  describe  the  conditions  for  the  successful  social  interaction.  The  existing  theoretical  approaches to the definition of the content and structure of social intelligence, to the interrelationship of it with  other types of intelligence are analyzed. It is determined that research of social intelligence of junior pupils should  be carried out on the basis of the understanding of this kind of intelligencer as an ability that based on a complex of  intellectual, personal, communicative and behavioral features. This complex predetermines the forecasting of the  development  of  interpersonal  situations,  the  interpretation  of  information  and  behavior,  readiness  for  social  interaction  and  decision-making.  The  research  of  the  prognostic  possibilities  of  primary  school  children  demonstrated the positive correlation between the level of development of the ability to predict the most adequate  scenario of the development of events in the social situation and the level of development of speech experience. The  closest relationship is found between the level of development of the ability to provide an adequate verbal response  in the context of communication and the level of development of speech competence and speech activity of children  of junior school age. Thus, was done a conclusion about the existence of a relationship between speech experience  and prognostic possibilities in the social intellect of a child of junior school age.   


Relay Journal ◽  
2019 ◽  
pp. 17-26
Author(s):  
Tetsushi Ohara

Approaches to understanding learner autonomy in language learning often contain dichotomous views: those that emphasize individual attributes and those that emphasize social influence. In order to articulate our understanding of learner autonomy, it is necessary to find approaches, which view a dialectic unity between the individualistic views and the social views. Sociocultural theory based on the concept of mediation is an approach, which has potential to offer a unique way to analyze learner autonomy. While using sociocultural theory as the main theoretical framework, this article attempts to understand how students take charge of their learning in the language classroom. Qualitative data indicate that interpersonal relationships between students work as mediational means for students to engage in their learning in the classroom. From this finding, it is argued that by understanding mediational means that students employ and are appropriate in the classroom, we are better able to track the students’ ability to take charge of their own learning.


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