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AN OPTIMIZATION-BASED ARTIFICIAL INTELLIGENCE FRAMEWORK FOR TEACHING ENGLISH AT THE COLLEGE LEVEL 基于优化的人工智能大学英语教学框架
Pub Date : 2023-04-13 DOI: 10.24071/llt.v26i1.5954
H. P. Tiwari
Owing to the rapid evolution of digital technology, learning, and computing breakthroughs among students are beginning to converge. The current method of English language teaching is considerably different from the traditional method. This quantitative, quasi-experimental research offers a strategy for incorporating Artificial Intelligence (AI) in college English teaching. The participants in the study consisted of 100 bachelor-level students studying at a constituent college of Tribhuvan University, Nepal. The participants were selected using simple random sampling and divided into two groups: the study group and the control group. I employed a questionnaire and test as the instruments to collect the data. The collected data was analyzed using SPSS 2.0 which is a tool for analyzing quantitatively challenging data. To check the reliability and effectiveness of the prediction, I assessed the model's criteria, designed a comparison test, and conducted a survey questionnaire. The evidence shows that Enhanced Whale Hyper-Tuned Artificial Neural Network (EWH-ANN) EWH-ANN can be employed to optimize English instruction at the college level in general and verbal improvement in particular. It can make English teaching more efficient and customized to fulfill individual students' necessities. The study concluded that The Whale Optimization Algorithm (WOA) can be used to tune the hyper-parameters of Artificial Neural Network (ANN) to improve the accuracy of the operation.
由于数字技术的快速发展,学生们在学习和计算方面的突破开始趋同。目前的英语教学方法与传统方法有很大不同。这项定量的准实验研究为将人工智能(AI)融入大学英语教学提供了一种策略。该研究的参与者包括100名在尼泊尔特里布万大学附属学院学习的学士级学生。参与者采用简单的随机抽样方式进行选择,并分为两组:研究组和对照组。我采用问卷调查和测试作为收集数据的工具。使用SPSS 2.0对收集的数据进行分析,SPSS 2.0是一种用于分析具有定量挑战性的数据的工具。为了检验预测的可靠性和有效性,我评估了模型的标准,设计了一个比较测试,并进行了一份调查问卷。研究表明,增强型鲸鱼超调谐人工神经网络(EWH-ANN)可以用于优化大学英语教学,尤其是口语教学。它可以使英语教学更加高效和个性化,以满足个别学生的需求。研究表明,鲸鱼优化算法(WOA)可以用于调整人工神经网络(ANN)的超参数,以提高运算的准确性。
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引用次数: 1
INDONESIAN STUDENTS’ PERCEPTIONS OF ENGLISH MEDIUM INSTRUCTION 印尼学生对英语媒介教学的认知
Pub Date : 2023-04-12 DOI: 10.24071/llt.v26i1.5762
There has been an increasing trend in Indonesian higher education to run international programs. As a result, English for Medium Instruction (EMI) has started to be implemented in several departments at Indonesian universities. To successfully implement EMI classes, lecturers and students do play significant roles. This paper aims to gain insights into students’ perceptions of EMI and the challenges they faced in terms of understanding the subject content. Using convenience sampling, 35 undergraduate students of the International Psychology Program (IPP) at a private university in Indonesia were selected as the participants of the study. We used an explanatory sequential design using questionnaires and interviews as the instruments to collect the data. The findings revealed that the majority of the students have a positive perception of the implementation of EMI in their classes. However, its implementation also posed some challenges such as difficulties in comprehending lectures and the lack of ability in using English to conduct classroom discussions. The findings suggested the need for training before EMI courses that help students increase their English proficiency level as well as lecturers to improve their EMI pedagogic competence.
印尼高等教育开办国际课程的趋势日益明显。因此,中等教学英语(EMI)已开始在印度尼西亚大学的几个系实施。要成功实施EMI课程,讲师和学生都扮演着重要的角色。本文旨在深入了解学生对EMI的看法,以及他们在理解主题内容方面所面临的挑战。采用方便抽样的方法,选取印度尼西亚一所私立大学国际心理学专业(IPP)的35名本科生作为研究对象。我们采用解释顺序设计,使用问卷和访谈作为收集数据的工具。调查结果显示,大多数学生对在课堂上实施EMI有积极的看法。然而,它的实施也带来了一些挑战,如理解讲座的困难和缺乏用英语进行课堂讨论的能力。研究结果表明,在EMI课程之前,需要进行培训,以帮助学生提高英语水平,讲师也需要提高他们的EMI教学能力。
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引用次数: 0
AUDIO-VISUAL AIDS MEDIA, LANGUAGE ACQUISITION AND ATTITUDE: AN INITIAL INVESTIGATION IN THE EFL CLASSROOMS 视听辅助媒体、语言习得与态度&对英语课堂的初步调查
Pub Date : 2023-04-05 DOI: 10.24071/llt.v26i1.4862
Iin Indrayanti, Adi Kuntoro, Syaefani Arif Romadhon
Audio-Visual-Aids (AVA) media is a type of media that has long been acknowledged as a teaching aid in foreign language contexts. However, its uses are varied greatly from teacher to teacher depending on the content, inventiveness, classroom needs, and benefits approaches in language learning. Thus, the current research focused on the investigation of the analysis of vocabulary acquisition in the form of nouns and word spellings. In addition, the researcher also determined the influences of the use of the media on learners’ attitudes. A quantitative pre-experimental research approach in a one-group pre-test post-test design was performed involving 35 participants. AVA media was given within four meetings in the form of PowerPoint slides completed with original audio dubbing and fifteen images representing “Things in My Room”. To get further looks at their attitude, the participants also completed a questionnaire responding to 4 Likert Scales regarding their experiences. The analysis was reported to find out the average scores and initial hypotheses using a t-test on two main focuses with a 0.05 significance level. Findings showed a positive significant difference in the average scores of students’ vocabulary acquisition in the pre-test (7.66) and post-test (12.37) or 12.37 7.66. Scores of the tcoun reached higher than the ttable or 18,56438 2,021. Most of the students agreed and strongly agreed, that learning with AVA media brought some benefits to their learning experiences, particularly in the context of Vocabulary Acquisition.
视听辅助(AVA)媒体是一种长期以来被公认为外语教学辅助的媒体。然而,它的用途因教师而异,这取决于语言学习的内容、创造性、课堂需求和有益方法。因此,目前的研究主要集中在名词和拼写形式的词汇习得分析上。此外,研究者还确定了媒体使用对学习者态度的影响。在一组测试前-测试后设计中,对35名参与者进行了定量的实验前研究方法。AVA媒体在四次会议中以PowerPoint幻灯片的形式进行了演示,幻灯片配有原始音频配音和15张代表“我房间里的东西”的图像。为了进一步了解他们的态度,参与者还完成了一份关于他们经历的4个Likert量表的问卷调查。据报道,该分析对两个显著性水平为0.05的主要焦点进行了t检验,以找出平均得分和初始假设。研究结果显示,学生在前测(7.66)和后测(12.37)或12.37 7.66中的词汇习得平均得分存在正显著差异。tcoun的得分高于2021年的ttable或1856438分。大多数学生都同意并强烈同意,使用AVA媒体学习会给他们的学习体验带来一些好处,尤其是在词汇习得的背景下。
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引用次数: 0
HOW TEACHERS IN AN INFORMAL ENGLISH TRAINING INSTITUTION TREAT YOUNG LEARNERS’ ORAL ERRORS 非正式英语培训机构的教师如何对待年轻学习者的口语错误
Pub Date : 2023-04-05 DOI: 10.24071/llt.v26i1.5341
Ihsan Nur Iman Faris, Dian Budiarti
Corrective feedback needs to be used carefully to treat young learners’ oral errors as it should not inhibit learners from communicating. This study aims to investigate the use of corrective feedback strategies by informal English training center teachers in Bandung. Classroom observation and coding were used to collect and categorize data regarding errors committed by students and teachers’ use of corrective strategies.  The study found that pronunciation errors (49%) were most frequently committed, followed by grammar (27%), vocabulary (20%), and the use of L1 (4%) errors. To treat those errors, the teachers apply corrective feedback strategies, which mostly were in the form of recast (46%) and elicitation (35%). Other corrective feedback strategies such as explicit correction (11%), metalinguistic feedback (6%), repetition (1%), and paralinguistic signal (1%) were found less frequently. This study suggests teachers consider several factors such as types of errors, learning factors, and learners’ factors when deciding the corrective feedback strategies.
需要谨慎使用纠正性反馈来处理年轻学习者的口语错误,因为它不应该阻碍学习者的交流。本研究旨在调查万隆市非正式英语培训中心教师使用纠正性反馈策略的情况。课堂观察和编码用于收集和分类学生犯下的错误和教师使用纠正策略的数据。研究发现,发音错误(49%)最常见,其次是语法错误(27%)、词汇错误(20%)和L1使用错误(4%)。为了处理这些错误,教师采用了纠正性反馈策略,这些策略主要是重铸(46%)和启发(35%)。其他纠正反馈策略,如外显纠正(11%)、元语言反馈(6%)、重复(1%)和副语言信号(1%)的频率较低。本研究建议教师在决定纠正反馈策略时考虑几个因素,如错误类型、学习因素和学习者因素。
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引用次数: 0
A CASE STUDY OF EFL BLENDED LEARNING BASED ON SUPERSTAR LEARNING SYSTEM IN CHINA 基于超级明星学习系统的中国英语混合学习案例研究
Pub Date : 2023-04-04 DOI: 10.24071/llt.v26i1.5794
Mei-po. Wan
The main goal of this study is to propose and develop a pedagogical approach to blended learning in an undergraduate course and evaluate the implementation process and the satisfaction of the students. With the help of the research instrument like class observation and questionnaire, a case study method is adopted in this research in order to find answers to the following questions: how should teachers do with online course design in a blended learning environment? How should teachers carry out teaching practice in a face-to-face class? Can EFL learners improve their learning competency through Superstar Learning System -based blended learning? First, the researcher reviews the literature related to the current situation of college English teaching and learning in China, the concept of blended learning, and an overview of the Superstar Learning System. Next, outlining the online course design for the book the researcher is using in her class and practising one of the texts are described. The design is then evaluated using a questionnaire given to 179 participants. Survey results show that blended learning based on Superstar Learning System can provide a flexible and dynamic learning environment and improve students’ learning competency. Contents of online courses must be designed according to students’ needs and must be developed for all components of blended learning. The results also show students’ overall satisfaction is high.
本研究的主要目标是提出并发展一种在本科生课程中进行混合学习的教学方法,并评估实施过程和学生的满意度。借助课堂观察和问卷调查等研究工具,本研究采用案例研究的方法,以期找到以下问题的答案:在混合学习环境中,教师应该如何进行在线课程设计?教师应该如何在面对面课堂上进行教学实践?基于巨星学习系统的混合学习能否提高英语学习者的学习能力?首先,研究者回顾了与中国大学英语教学现状、混合学习的概念以及巨星学习体系的概述有关的文献。接下来,概述研究人员在课堂上使用的书的在线课程设计,并描述其中一篇课文的练习。然后使用179名参与者的问卷对设计进行评估。调查结果表明,基于Superstar学习系统的混合学习可以提供一个灵活、动态的学习环境,提高学生的学习能力。在线课程的内容必须根据学生的需求进行设计,并且必须针对混合学习的所有组成部分进行开发。研究结果还表明,学生的总体满意度很高。
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引用次数: 0
EFL STUDENTS’ CHALLENGES IN WRITING THEIR RESEARCH PROPOSAL 英语学生在撰写研究计划时面临的挑战
Pub Date : 2023-03-30 DOI: 10.24071/llt.v26i1.5296
Yustinus Calvin Gai Mali
This qualitative study delves closely into students’ challenges of writing specific sections (i.e., introduction, literature review, and method) of their research proposal and coping strategies to deal with those challenges, specifically in online learning environments amidst the Covid-19 pandemic. Data were garnered from six Indonesian EFL undergraduates taking a research design course at a private university in Central Java, Indonesia. Selected based on the intensity sampling technique, these students were involved in an in-depth semi-structured interview session with the researcher to share their voices on the writing challenges and coping strategies as well as parts of the course they found useful and practical suggestions for class improvement. The data analysis results indicated that writing a good research proposal might be challenging for the research participants, considering the various challenges they experienced when writing sections of their research proposal. Different coping strategies to deal with those challenges, useful parts of the course and suggestions for class improvement were presented and discussed in the discourse of the reviewed literature. The paper ends with some directions for future research.
这项定性研究深入探讨了学生在撰写研究建议的特定部分(即引言、文献综述和方法)方面的挑战,以及应对这些挑战的应对策略,特别是在新冠肺炎大流行期间的在线学习环境中。数据来自六名在印尼中爪哇一所私立大学学习研究设计课程的印尼EFL本科生。这些学生是根据强度抽样技术选择的,他们与研究人员进行了一次深入的半结构化访谈,分享他们对写作挑战和应对策略的看法,以及他们在课程中发现的对课堂改进有用和实用的建议。数据分析结果表明,考虑到研究参与者在撰写研究提案部分时遇到的各种挑战,撰写一份好的研究提案对他们来说可能是一项挑战。在回顾的文献中,提出并讨论了应对这些挑战的不同应对策略、课程的有用部分以及课堂改进的建议。文章最后提出了今后研究的方向。
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引用次数: 0
EFFECTS OF SCAFFOLDING STRATEGIES INSTRUCTION ON EFL STUDENTS’ WRITING ACHIEVEMENT AND PERCEPTIONS 框架策略教学对英语学生写作成绩和认知的影响
Pub Date : 2023-03-30 DOI: 10.24071/llt.v26i1.6109
Seyidu Kemal Hassen, Ebabu Tefera Adugna, Yenus Nurie Bogale
This quasi-experimental study examined the effects of scaffolding strategies instruction on students writing achievement and perceptions in an Ethiopian EFL setting. From the total of 9 sections in Grade 10, two were randomly identified as comparison and experimental groups. 48 students participated in each group, and data were collected through pre-post writing tests and follow-up questionnaires. Results from paired samples t-test revealed that the treatment had a significant impact on improving students’ writing achievement in each aspect of writing except for mechanics, as indicated by p=.001, pα, at α=0.05 for each aspect of writing except for mechanics, use that had p=.-307, pα. The findings implied that the treatment enabled experimental group participants to improve each aspect of writing skills except mechanics use. Analysis of the questionnaire data further demonstrated that the experimental group participants had positive perceptions towards the value of the scaffolding strategies instruction for improving their writing skills.
这项准实验研究考察了在埃塞俄比亚EFL环境中,支架策略教学对学生写作成绩和认知的影响。从10年级的9个年级中,随机选择两个作为对照组和实验组。每组48名学生参加,通过写作前测试和后续问卷收集数据。配对样本t检验的结果显示,除力学外,该疗法对提高学生写作各方面的成绩都有显著影响,如p=.001,pα所示,除力学以外,写作各方面α=0.05,使用p=-307,pα。研究结果表明,这种治疗使实验组参与者能够提高除机械使用外的写作技能的各个方面。对问卷数据的分析进一步表明,实验组参与者对脚手架策略教学对提高写作技能的价值有积极的看法。
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引用次数: 0
ENGLISH LANGUAGE TEACHERS’ CONTINUOUS PROFESSIONAL DEVELOPMENT OBSTACLES 英语教师持续专业发展的障碍
Pub Date : 2023-03-29 DOI: 10.24071/llt.v26i1.5912
Abrar Kedir Mohammed
The goal of this study was to investigate the needs for and barriers to the ongoing professional development of elementary school English language teachers. Data collection techniques included surveys, interviews, and classroom observations. Surveys of 64 randomly chosen English language teachers in primary schools were used to get the quantitative data. In order to verify the information gathered from the surveys, interviews were done with principals, trainers, and volunteer English language teachers who took part in the surveys, which included surveys, interviews, and classroom observations. Surveys of 64 randomly chosen English language teachers in primary schools were used to get the quantitative data. In order to verify the information gathered from the surveys, interviews were done with principals, trainers, and volunteer English language teachers who took part in the surveys. The data were analyzed using a Quan-qual approach. The statistical analysis of the data was primarily concerned with calculating descriptive statistics, specifically the means and percentages of the survey items. The results revealed that primary school EFL teachers need in-service professional development trainings to improve their English language proficiency skills and pedagogic knowledge. The interviews with principals and trainers supported the results found in the surveys. Moreover, the teachers encountered obstacles in engaging in a continuous professional advancement schemes.
摘要本研究旨在探讨小学英语教师持续专业发展的需求与障碍。数据收集技术包括调查、访谈和课堂观察。随机抽取64名小学英语教师进行问卷调查,获得定量数据。为了验证调查收集到的信息,我们对参与调查的校长、培训师和志愿英语教师进行了访谈,包括问卷调查、访谈和课堂观察。随机抽取64名小学英语教师进行问卷调查,获得定量数据。为了验证调查所收集的信息,我们对参与调查的校长、培训师和志愿英语教师进行了访谈。数据采用全质法分析。数据的统计分析主要涉及计算描述性统计,特别是调查项目的平均数和百分比。结果表明,小学英语教师需要在职专业发展培训,以提高其英语语言能力和教学知识。与校长和培训师的访谈支持了调查的结果。此外,教师在参与持续的专业提升计划方面遇到了障碍。
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引用次数: 0
DEVELOPING ASSESSMENT INSTRUMENTS FOR ENGLISH LITERACY IN BLENDED LEARNING FOR JUNIOR HIGH SCHOOL STUDENTS 初中学生混合式学习中英语读写能力评估工具的开发
Pub Date : 2023-03-29 DOI: 10.24071/llt.v26i1.5073
Eka Anastasia Wijaya, N. M. Ratminingsih, I. Utami
This research intended to develop assessment instruments for English literacy in blended learning. The study employed survey, observation, interview, and document study as the methods with a questionnaire, observation checklist, interview guide, and school document as the instruments to collect the data framed within RnD design with the 4D model by Thiagarajan et al. The developed instruments were categorized as ‘very high validity’ and ‘very good’ for their content validity (1.00) and product quality (96% and 98%) by the two judges. It indicates that assessment of learning, assessment for learning, and assessment as learning combined with authentic materials are necessary to improve the learning process as well as the students’ English literacy skills. It also implies that English teachers need to highlight the use of assessment for learning and assessment as learning since those assessments lack attention previously.
本研究旨在开发混合式学习中英语读写能力的评估工具。本研究采用调查法、观察法、访谈法和文献研究法,以问卷调查法、观察检查表法、访谈指南法和学校文献法为工具,采用Thiagarajan等人的4D模型收集RnD设计框架内的数据。开发的仪器因其内容效度(1.00)和产品质量(96%和98%)被两名法官归类为“非常高效度”和“非常好”。研究表明,学习评价、为学习评价、作为学习评价与真实材料相结合是提高学习过程和学生英语读写能力的必要手段。这也意味着英语教师需要强调使用评估来学习和评估作为学习,因为这些评估以前缺乏关注。
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引用次数: 0
WHEN THE WALL SPEAKS: SOCIAL SEMIOTICS ANALYSIS OF (COVID-19)-THEMED MURALS IN INDONESIA 当墙说话:对印度尼西亚(covid-19)主题壁画的社会符号学分析
Pub Date : 2023-03-28 DOI: 10.24071/llt.v26i1.5783
Sri Hariyatmi
This study aims at analyzing how the meaning-making of semiotic signs is manifested on (Covid-19)-themed murals in Indonesia. Four murals with covid-19 themes derived from different sources on the Indonesian website were used as the main data for this study. Drawing on Kress and van Leeuwen’s representational, interactive, and compositional function of social semiotics, the analysis reveals that (1) the murals adopt the four processes in narrative representation, (2) the gazes are categorized as offers images and the use of long shot in the images suggest objectivity and social distance, (3) the messages are delivered in given-new and real-ideal pattern and the absence of frames in the murals indicating that the visual and verbal modes lock together to create the sense of unity between the image and written modes to construct and deliver the message by integrating the existing knowledge to reinforce new information. Thus, the current study contributes to the multimodal studies of how visual and written expression construct the meaning-making process.
本研究旨在分析符号符号的意义是如何在印度尼西亚以新冠肺炎为主题的壁画上表现出来的。本研究使用了来自印度尼西亚网站上不同来源的四幅新冠肺炎主题壁画作为主要数据。根据Kress和van Leeuwen的社会符号学的表征、互动和构成功能,分析表明:(1)壁画在叙事表征中采用了四个过程;(2)凝视被归类为提供图像,图像中长镜头的使用表明客观性和社会距离,(3)信息是以给定的新的、真实的理想模式传递的,壁画中没有框架,这表明视觉和语言模式锁定在一起,通过整合现有知识来强化新信息,在图像和书面模式之间创造统一感,从而构建和传递信息。因此,本研究有助于对视觉和书面表达如何构建意义形成过程的多模式研究。
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引用次数: 0
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LLT Journal A Journal on Language and Language Teaching
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