• Title/Summary/Keyword: English level

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Effect of Application of Ensemble Method on Machine Learning with Insufficient Training Set in Developing Automated English Essay Scoring System (영작문 자동채점 시스템 개발에서 학습데이터 부족 문제 해결을 위한 앙상블 기법 적용의 효과)

  • Lee, Gyoung Ho;Lee, Kong Joo
    • Journal of KIISE
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    • v.42 no.9
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    • pp.1124-1132
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    • 2015
  • In order to train a supervised machine learning algorithm, it is necessary to have non-biased labels and a sufficient amount of training data. However, it is difficult to collect the required non-biased labels and a sufficient amount of training data to develop an automatic English Composition scoring system. In addition, an English writing assessment is carried out using a multi-faceted evaluation of the overall level of the answer. Therefore, it is difficult to choose an appropriate machine learning algorithm for such work. In this paper, we show that it is possible to alleviate these problems through ensemble learning. The results of the experiment indicate that the ensemble technique exhibited an overall performance that was better than that of other algorithms.

The Educational Implementation of e-Learning System Applying the Theory of Motivation - With Focus on "Interest" and the "Self-Determination Theory" (동기 이론이 적용된 e-Learning system의 교육적 실천: 흥미와 SDT를 중심으로)

  • Bang, Mi-Hyang
    • Journal of Digital Convergence
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    • v.16 no.11
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    • pp.69-79
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    • 2018
  • This study examines and measures the enhancement of intrinsic motivation in learners who have been part of the e-Learning system (www.englishbuddy.kr) for elementary-level English learning, developed based on the systematic application of the motivation theory as dictated by 'interest' and 'self-determination' and put into practice at 3,100 private tutoring institutions. According to the survey conducted on 328 learners in the e-Learning system inspired by the motivation theory and on 150 learners in other English programs, the former was found to have stimulated 'interest' and satisfied 'psychological desire' in the learners, leading to the development of 'specific strategies to motivate learners.' The study has clearly identified how learners are better motivated in the e-Learning environment, demonstrating its contributions to advancing e-Learning, building a practical e-Learning system based on a systematic motivation theory defined by 'interest' and 'self-determination,' and applying the system to some 16,000 learners at 3,100 private tutoring institutions.

"Þat louely foode": Relationships between Mothers-and Daughters-in-law in Floris and Blancheflour and the Constance Romances

  • Yoon, Ju Ok
    • Journal of English Language & Literature
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    • v.55 no.6
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    • pp.1103-1122
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    • 2009
  • In this essay, I compare the ways in which the mid-thirteenth century English romance, Floris and Blancheflour, represents relationships of the Spanish pagan queen to her adoptive Christian daughter who becomes her daughter-in-law, with the ways in which Chaucer's Man of Law's Tale and other so-called Constance romances delineate relationships between mothers-in-law and daughters-in-law. What draws me into these romances is the fact that they both convey the intergenerational relationships of women. However, the texts become distinct from each other in the way in which each depicts women characters and their relationships with one another. In this paper, I argue that the level of intimacy that the mother-in-law figure has with the daughter-in-law figure plays a defining role in making the former perform her agency for or against the latter. In the Man of Law's Tale and other Constance romances, the daughter-in-law figure is in every sense an alien or 'outsider' to the mother-in-law figure. To the contrary, Blancheflour in Floris is a sort of 'insider' to the queen because they lived in the same household for fourteen years-ever since the girl's birth. The queen, therefore, should have a high degree of intimacy with Blancheflour. I argue that the pagan queen's intimacy to the daughter of a Christian-European captive has enabled the queen to protect the girl as her adoptive daughter first and as a daughter-in-law second, namely contributing to her unreserved endorsement of the inter-racial-religious-class union between her only son, Floris, and Blancheflour. This is one major factor that distinguishes the relationship of the queen and Blancheflour in Floris from the dysfunctional relationships of mothers-in-law and daughters-in-law in the late medieval Constance romances, where women of different generations are strangers to each other, and no way is imagined for women of different races and religions to get along with each other.

The Dramatization of Habitus: A Bourdieun Reading of Pygmalion

  • Hwang, Hoon-Sung
    • Journal of English Language & Literature
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    • v.55 no.3
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    • pp.383-398
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    • 2009
  • Based on the Greek myth of Pygmalion and the fairy tale of Cinderella, Shaw's Pygmalion demonstrates a masterful coalescence of these two narrative motifs into a coherent plot scheme. Even more significant is his keen insight into the conflicts created at the tripartite intersection of human activity concerning language/class/culture, which, as the leitmotif, revolves around lessons in language learning. This play basically deals with human transformation and by its very nature, Higgins's experimentation with transforming Eliza cannot stop at language alone. Her cultural transformation ripples over into the realms of gesture and even a unique way of living (modus vivendi) intimately associated with taste and manners, which Bourdieu terms as habitus. By acquiring a new fashion and language, Eliza is reborn as a new lady aspiring to be filled with a newly acquired habitus. While separating her from her old Cockney style, Higgins inculcates Queen's English in Eliza, in which process her changed speech styles gradually transforms and restructures her deportment and manners, finally generating new practices, perceptions and attitudes. The gist of Pygmalion is however less Eliza's ascent into the middle class than her battle for symbolic capital waged at the level of language. By problematizing his contemporary practice of habitus conventionalized and warped by class distinctions based on economic, social and cultural capitals, Shaw creates a new humanist model of man founded on spiritual and rational virtues. In conclusion, Eliza is not a frigid Galatea but a dynamic character that goes through a brilliant transformation of three stages: 1) linguistic; 2) cultural, and 3) humanist. Finally she is built into a "consort battleship" on an equal standing with her sculptor. The process of her character-building cannot be illuminated without resorting to the dynamic notion of habitus, which highlights the process of inculcation, structuring, generation and transposing. Given the overwhelming weight of the heroine's role and the dynamic process of her transformation as the major plot scheme, this play should be christened Galatea in lieu of Pygmalion.

Evaluations of Chinese Brand Name by Different Translation Types: Focusing on The Moderating Role of Brand Concept (영문 브랜드네임의 중문 브랜드네임 전환 방식에 대한 중화권 소비자들의 브랜드 평가에 관한 연구 -브랜드컨셉의 조절효과를 중심으로-)

  • Lee, Jieun;Jeon, Jooeon;Hsiao, Chen Fei
    • Asia Marketing Journal
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    • v.12 no.4
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    • pp.1-25
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    • 2011
  • Brand names are often considered as a part of product and important extrinsic cues of product evaluation, when consumers make purchasing decisions. For a company, brand names are also important assets. Building a strong brand name in the Chinese commonwealth is a main challenge for many global companies. One of the first problem global company has to face is how to translate English brand name into Chinese brand name. It is very difficult decision because of cultural and linguistic differences. Western languages are based on an alphabet phonetic system, whereas Chinese are based on ideogram. Chinese speakers are more likely to recall stimuli presented as brand names in visual rather than spoken recall, whereas English speakers are more likely to recall the names in spoken rather than in visual recall. We interpret these findings in terms of the fact that mental representations of verbal information in Chinese are coded primarily in a visual manner, whereas verbal information in English is coded by primarily in a phonological manner. A key linguistic differences that would affect the decision to standardize or localize when transferring English brand name to Chinese brand name is the writing system. Prior Chinese brand naming research suggests that popular Chinese naming translations foreign companies adopt are phonetic, semantic, and phonosemantic translation. The phonetic translation refers to the speech sound that is produced, such as the pronunciation of the brand name. The semantic translation involves the actual meaning of and association made with the brand name. The phonosemantic translation preserves the sound of the brand name and brand meaning. Prior brand naming research has dealt with word-level analysis in examining English brand name that are desirable for improving memorability. We predict Chinese brand name suggestiveness with different translation methods lead to different levels of consumers' evaluations. This research investigates the structural linguistic characteristics of the Chinese language and its impact on the brand name evaluation. Otherwise purpose of this study is to examine the effect of brand concept on the evaluation of brand name. We also want to examine whether the evaluation is moderated by Chinese translation types. 178 Taiwanese participants were recruited for the research. The following findings are from the empirical analysis on the hypotheses established in this study. In the functional brand concept, participants in Chinese translation by semantic were likely to evaluate positively than Chinese translation by phonetic. On the contrary, in the symbolic brand concept condition, participants in Chinese translation by phonetic evaluated positively than by semantic. And then, we found Chinese translation by phonosemantic was most favorable evaluations regardless of brand concept. The implications of these findings are discussed for Chinese commonwealth marketers with respect to brand name strategies. The proposed model helps companies to effectively select brand name, making it highly applicable for academia and practitioner. name and brand meaning. Prior brand naming research has dealt with word-level analysis in examining English brand name that are desirable for improving memorability. We predict Chinese brand name suggestiveness with different translation methods lead to different levels of consumers' evaluations. This research investigates the structural linguistic characteristics of the Chinese language and its impact on the brand name evaluation. Otherwise purpose of this study is to examine the effect of brand concept on the evaluation of brand name. We also want to examine whether the evaluation is moderated by Chinese translation types. 178 Taiwanese participants were recruited for the research. The following findings are from the empirical analysis on the hypotheses established in this study. In the functional brand concept, participants in Chinese translation by semantic were likely to evaluate positively than Chinese translation by phonetic. On the contrary, in the symbolic brand concept condition, participants in Chinese translation by phonetic evaluated positively than by semantic. And then, we found Chinese translation by phonosemantic was most favorable evaluations regardless of brand concept. The implications of these findings are discussed for Chinese commonwealth marketers with respect to brand name strategies. The proposed model helps companies to effectively select brand name, making it highly applicable for academia and practitioner.

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Vocabulary assessment based on construct definition in task-based language learning (과제 중심 학습에서 어휘 능력의 구성요소와 평가)

  • Kim, Yeon-Jin
    • English Language & Literature Teaching
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    • v.12 no.3
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    • pp.123-145
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    • 2006
  • The purpose of this study is to propose an efficient vocabulary assessment model in task-based language learning and to verify the viability of this assessment model. Bachman and Palmer (1996) pointed out the fact that many language tests focus on just one of the areas of language knowledge. However, researchers suggested that it is necessary to acknowledge the needs of several analytic scales, which can provide separate ratings for different components of the language ability to be tested. Although there were many studies which tried to evaluate the various aspects of vocabulary ability, most of them measured only one or two factors. Based on previous research, this study proposed an assessment model of general construct of vocabulary ability and tried to measure vocabulary ability in four separate areas. The subjects were two classes of university level Korean EFL students. They participated in small group discussion via synchronous CMC. One class used a lexically focused task, which was proposed by Kim and Jeong (2006) and the other class used a non-lexically focused task. The results showed that the students with a lexically focused task significantly outperformed those with a non-lexically focused task in overall vocabulary ability as well as four subdivisions of vocabulary ability. In conclusion, the assessment model of separate ratings is a viable measure of vocabulary ability and this can provide elaborate interpretation of vocabulary ability.

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Wikispaces: A Social Constructivist Approach to Flipped Learning in Higher Education Contexts

  • Ha, Myung-Jeong
    • International Journal of Contents
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    • v.12 no.4
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    • pp.62-68
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    • 2016
  • This paper describes an attempt to integrate flip teaching into a language classroom by adopting wikispaces as an online learning platform. The purpose of this study is to examine student perceptions of the effectiveness of using video lectures and wikispaces to foster active participation and collaborative learning. Flipped learning was implemented in an English writing class over one semester. Participants were 27 low intermediate level Korean university students. Data collection methods included background questionnaires at the beginning of the semester, learning experience questionnaires at the end of the semester, and semi-structured interviews with 6 focal participants. Because of the significance of video lectures in flip teaching, oCam was used for making weekly online lectures as a way of pre-class activities. Every week, online lectures were posted on the school LMS system (moodle). Every week, participants met in a computer room to perform in-class activities. Both in-class activities and post-class activities were managed by wikispaces. The results indicate that the flipped classroom facilitated student learning in the writing class. More than 53% of the respondents felt that it was useful to develop writing skills in a flipped classroom. Particularly, students felt that the video lectures prior to the class helped them improve their grammar skills. However, with respect to their satisfaction with collaborative works, about 44% of the participants responded positively. Similarly, 44% of the participants felt that in-class group work helped them interact with the other group members. Considering these results, this paper concludes with pedagogical suggestions and implications for further research.

Representing & Analyzing QLFs for Korean ATIS Queries (한국어 ATIS 질의문의 QLF 표현과 분석방법에 관한 고찰)

  • 박현석
    • Korean Journal of Cognitive Science
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    • v.10 no.2
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    • pp.17-25
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    • 1999
  • In developing a Korean database interfacing system exist many difficult problems which are not usually pointed out in developing an English version. Basically the difficulty in implementing deep level Korean database interfacing system lies in the fact that Korean has fewer syntactic restrictions. This means that while less burden will be placed on semantic analysis more burden will be placed on contextual processing for Korean when compared to English. This paper discusses various difficulties which we came across while developing a prototype Korean DB interfacing system (the Korean Core L Language Engine) especially focusing on issues of representing and resolving Quasi Logical Forms.

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The effects of a vocabulary instructional method on vocabulary learning strategy use and the affective domain: Focus on an analysis of students' survey responses (어휘 지도 방법이 어휘 학습전략 사용과 정의적 측면에 미치는 효과: 학생 설문 조사 분석을 중심으로)

  • Kim, Nahk-Bohk
    • English Language & Literature Teaching
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    • v.11 no.3
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    • pp.89-112
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    • 2005
  • This study investigated the effects of collocation-based vocabulary instruction for the experimental group (G2). It was compared to the traditional wordlist-based vocabulary instruction for the control group (G1). This results reflect the development of low level high school EFL learners' vocabulary learning strategy use and the positive change in the affective domain. In the analysis of the survey responses, G1 and G2 did not differ significantly on the first questionnaire. They did, however, differ significantly on the second questionnaire. G2 used more strategies to discover and to consolidate the meaning of the words by means of combining words. In terms of the affective domain, G2 participated more actively in the learning activities, which had a significant effect on vocabulary growth, memory, self-confidence, motivation, and cooperative learning. This is attributable to the fact that G2 was more inquisitive, interested, challenged, participatory, cooperative, and attentive than G1 in performing the vocabulary task activities. Moreover, the data collected from the questionnaire showed that G2 performed more interactive and dynamic activities in solving the given tasks.

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Phrasing Patterns before and after that in English: The Cases of Complement and Relative Clauses (영어 that 전/후의 구설정 패턴: 보문절과 관계대명사절을 중심으로)

  • Han, Hye-Seung;Lee, Joo-Kyeong
    • Speech Sciences
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    • v.14 no.4
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    • pp.53-64
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    • 2007
  • This paper attempts to verify the theoretical claims in Syntax ($Bo{\check{s}}kovi{\acute{c}}$ & Lasnik, 2003; Kim, 1999, 2004) about the phrasing in English that-clauses, presenting an acoustic experiment conducted to observe the patterns of edge tones at the boundaries of that. In the experiment, two different that clauses, complement and relative clauses, were varied in forms (that-retention, that-deletion, adverb insertion before that) and length. Results showed that edge tones, if occurred, mostly showed up before the complement clauses in that-deletion sentences (67%), and that their positions polarized in adverb insertion sentences (56% before toot and 44% after toot). In the relative clauses, phrasing mostly occurred before toot as opposed to after toot in that-retention (73%) and adverb insertion sentences (87%). Additionally, phrasing tends to occur more frequently as the sentences get longer. The results suggest that the previous claims based on syntax are not consistent with the results of the current phonetic experiment. This may be interpreted as stating that syntactic boundaries do not always indicate phonetic phrasing, and that there may be some other factors to determine phrasing patterns, for example, rhythmic phrasing operating at the surface level of speech.

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