• ETRI Journal
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• 제35권5호
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• pp.838-848
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• 2013

This paper presents a novel approach to automatically generate Korean multiword sentiment expressions by using a seed sentiment lexicon and a large-scale domain-specific corpus. A multiword sentiment expression consists of a seed sentiment word and its contextual words occurring adjacent to the seed word. The multiword sentiment expressions that are the focus of our study have a different polarity from that of the seed sentiment word. The automatically extracted multiword sentiment expressions show that 1) the contextual words should be defined as a part of a multiword sentiment expression in addition to their corresponding seed sentiment word, 2) the identified multiword sentiment expressions contain various indicators for polarity shift that have rarely been recognized before, and 3) the newly recognized shifters contribute to assigning a more accurate polarity value. The empirical result shows that the proposed approach achieves improved performance of the sentiment analysis system that uses an automatically generated lexicon.

• 한국수학교육학회지시리즈C:초등수학교육
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• 제25권4호
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• pp.395-410
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• 2022

명사화는 문법적 은유 중 하나로, 동적 표현을 명사 상당 어구를 통해 표현하는 것이다. 수학 문장제에서 명사화를 사용한 문장 표현은 수학화 단계에서 주목해야 할 대상을 분명하게 한다는 장점과 일상적 표현과 달리 문장의 이해를 어렵게 하고 온전한 수학적 모델링 단계의 경험을 저해한다는 단점을 모두 지닌다. 본 연구의 목적은 수학 학습시 학생들의 어려움을 야기하는 문장제 해결과 관련하여, 언어학적 요소인 명사화의 관점에서 교과서 문장제를 분석하고 시사점을 도출하는 것이다. 이를 위해 2015 개정 교육과정에 따른 초등학교 수학 교과서의 수와 연산 영역에 포함된 연산 관련 문장제 341개의 명사화 유형을 학년군별, 차시 활동과 단원 평가, 특화 차시별, 수식화에 대한 명시적인 요구 문장제의 네 가지 관점에서 분석하였다. 분석 결과에 기초하여 수학 문장제의 언어적 표현과 관련한 교수학적 시사점을 도출하였다.

• 비교문화연구
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• 제33권
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• pp.359-384
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• 2013

There is linguistic phenomenon that Korean syllable, morpheme and word are substituted with Chinese Character. These phenomenon is called Chinese Character Borrowing, the Chinese character used here is called Borrowed Chinese Character. Whereas borrowing Chinese character in Chinese is used for borrowing only sound for different word, borrowing Chinese character in Korean is used for assigning new meaning. Hence, by borrowing Chinese character in Korean, a syllable which had no meaning originally get new meaning, morpheme and word meaning has changed. At advertisement and campaign, Chinese Character Borrowing has lots of linguistical advantage such as visual immediacy, effectiveness of meaning expression. However, there are number of cases found that violate grammar rule and word constitution practice by Chinese Character Borrowing. For this reason, Chinese Character Borrowing has the problem polluting Korean along with another foreign words. Thus, this paper focus on study Chinese Character Borrowing phenomenon in Korean, and analysis its effectiveness and impact in Korean. In addition, analysis the problem of Borrowed chinese Character, and suggestion several alternative for right use of Korean is followed.

• 과학교육연구지
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• 제46권1호
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• pp.109-120
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• 2022

분수 나눗셈에서는 실세계 상황에서 식을 찾는 과정과 역으로 식에 맞는 상황을 만드는 과정, 나눗셈식을 해결하는 방법과 표준 알고리즘의 정당화 과정 등이 중요하면서도 이해하기 어려운 학습 내용이다. 본 연구에서는 예비교사들의 분수 나눗셈식에 맞는 문장제 만들기와 문장제 해결에 이용한 방법을 분석하였다. 초등 예비교사들은 피제수가 제수보다 작은 분수 나눗셈에서 그 반대인 경우보다 문장제 만들기에 어려움을 가지고 있었고, 문장제 만들기에서도 전형적인 오류를 나타내었다. 문장제 해결에서는 문제 상황에 따라 이용한 방법에 차이가 나타났다. 본 연구를 통해 예비교사 교육과정에서 분수 나눗셈 지도에 관한 지도 방법의 재고와 학년 간 반응 결과의 차이를 고려할 때 예비교사들의 '교수와 내용에 관한 지식'의 형성 과정에 관한 분석이 이루어질 필요가 있다.

• 한국정보시스템학회지:정보시스템연구
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• 제24권1호
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• pp.1-25
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• 2015

Social Network Service (SNS) has been played an important role in the life with the expansion of the modern technology in the cellular communication. More knowledge and understanding should be inevitable even if companies have taken advantage of SNS through word of mouth as one of the new paradigm. In most cases the crucial benefit or peculiarity of SNS has been overlooked because only general aspects of SNS have been applied in the online situation. As a result of this, same paradigm has been considered in reality as SNS was just used one of the marketing tools. However, essential aspects of SNS were investigated to see the relation of usage intention and word of mouth in this study. The hypothesis of the effect of continuous intention of the usage, trust and word of mouth was made and reviewed statistically. The statistical analysis showed there was significant among relationship, context, perceived service quality and continuous intention of the usage. In addition to that, self-expression, relationship, perceived service quality and trust were significant. Finally the continuous intention of the usage and word of mouth was significant as well. Based on this study, SNS provided by the companies could be effective to the customers in terms of word of mouth while different trend was shown in terms of trust.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권4호
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• pp.1400-1418
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• 2020

In the development of commercial promotion, chatbot is known as one of significant skill by application of natural language processing (NLP). Conventional design methods are using bag-of-words model (BOW) alone based on Google database and other online corpus. For one thing, in the bag-of-words model, the vectors are Irrelevant to one another. Even though this method is friendly to discrete features, it is not conducive to the machine to understand continuous statements due to the loss of the connection between words in the encoded word vector. For other thing, existing methods are used to test in state-of-the-art online corpus but it is hard to apply in real applications such as telemarketing data. In this paper, we propose an improved chatbot design way using hybrid bag-of-words model and skip-gram model based on the real telemarketing data. Specifically, we first collect the real data in the telemarketing field and perform data cleaning and data classification on the constructed corpus. Second, the word representation is adopted hybrid bag-of-words model and skip-gram model. The skip-gram model maps synonyms in the vicinity of vector space. The correlation between words is expressed, so the amount of information contained in the word vector is increased, making up for the shortcomings caused by using bag-of-words model alone. Third, we use the term frequency-inverse document frequency (TF-IDF) weighting method to improve the weight of key words, then output the final word expression. At last, the answer is produced using hybrid retrieval model and generate model. The retrieval model can accurately answer questions in the field. The generate model can supplement the question of answering the open domain, in which the answer to the final reply is completed by long-short term memory (LSTM) training and prediction. Experimental results show which the hybrid word vector expression model can improve the accuracy of the response and the whole system can communicate with humans.

• 한국수학교육학회지시리즈C:초등수학교육
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• 제19권2호
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• pp.127-142
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• 2016

본 연구에서는 자연수의 덧셈과 뺄셈에서 식으로 된 문제와 의미론적 측면의 유형별 문장제에 대한 학생들의 문제해결 능력을 분석하였다. 이를 위해 초등학교 2학년과 3학년 학생들을 대상으로 본 연구에서 제작한 검사 도구를 활용하여 조사연구를 실시하였다. 연구 결과, 덧셈과 뺄셈식과 문장제 모두에서 결과를 모르는 경우의 정답률이 가장 높았으며, 변화량을 모르는 경우와 처음량을 모르는 경우 순으로 정답률에 차이를 보였다. 덧셈 문장제에서는 결과를 모르는 경우에 합병 상황에서 첨가 상황보다 다소 높은 정답률을 보였으나, 전체적으로는 큰 차이가 없었다. 또 뺄셈 문장제에서는 구잔 유형의 정답률이 구차나 등화 유형의 정답률보다 높았으며, 등화 상황과 구차 상황의 정답률은 큰 차이를 나타내지 않았다.

• 한국비블리아학회지
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• 제25권3호
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• pp.101-118
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• 2014

컴퓨터 정보기술의 발전과 함께 감정 기반 컴퓨팅이 다양한 분야에 빠르게 발전하여 확산되고 있다. 감정 기반 컴퓨팅의 지속적인 발전을 위해서는 이미지와 같은 멀티미디어의 콘텐츠의 감정 기반 색인과 검색이 필수적이다. 그러나 감정과 같은 추상적 개념은 주관적이며 이미지의 하위 수준 속성에서 유추하는데 한계가 있기 때문에 감정 색인은 통상적으로 난제로 여겨진다. 본 연구는 감정 색인 개선을 위해서 이미지에 대하여 이용자가 느끼는 감정 반응을 활용하여 이미지를 감정으로 접근하는데 있어서 확장된 접근점을 제공하는 방안을 고찰하였다. 이를 위하여 유로피아나 DB에서 사랑, 행복, 분노, 공포, 슬픔의 5가지 기본 감정을 표현한 이미지 15건을 선정하여 20명의 연구 참여자에게 보여주고 용어를 수집하였다. 이용자의 이미지 반응에서 수집한 용어는 정련 후 총 399건의 고유한 용어로 나타났다. 고유한 399건의 용어는 전체 1,093회 출현하였으며, 동시출현단어분석을 수행하여 상위 출현한 용어 네트워크를 구현하였다. 동시출현단어분석 기반의 네트워크를 통해서 기본 감정 용어와 함께 빈번하게 출현하는 용어를 규명하였다. 이를 통해 기본 감정용어와 함께 확장되어 제시될 수 있는 용어는 형용사, 동작/행위 표현 등 다양하게 나타났다.

• 대한본초학회지
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• 제29권3호
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• pp.43-50
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• 2014

Objectives : To investigate terminology of Herbal drug discrimination commonly used in China, and it was translated into Korean. It also has been modified to fit the circumstances of the Korean for easier understand for Korean student. Methods : First,Terminology for Identification of the Chinese Herbal Materia Medica (TICHMM) was classified by the appearance, cut surface, material, processing and storage of Herb. Chinese commentary of TICHMM was translated into Korean. Comparative Study was performed based on the Pharmacopoeia of Korea and China. Depending on the meaning of the word, TICHMM was modified to revised Korean expression or remain chinese expression or suggest new Korean expression Result : In the 28 TICHMM terms that describes the shape properties of herbal medicine, 5 was remained in Chinese expression, 22 was modified to revised Korean expression and 1 was suggested in new Korean expression. 8 terms that describes the Section properties of herbal medicine, 6 was modified to revised Korean expression and 2 was suggested in new Korean expression. 3 terms that describes the Material properties of herbal medicine, 1 was remained in Chinese expression, 2 was modified to revised Korean expression. 3 terms that describes the processing and storage properties of herbal medicine, 2 was modified to revised Korean expression and 1 was suggested in new Korean expression. Conclusion : By comparative Study of TICHMM, commonly used in China, it will contribute new guideline on the Visual Examination of Herbal Medicine for Korean student.

• The Journal of Asian Finance, Economics and Business
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• 제7권10호
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• pp.855-863
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• 2020

The purpose of this study is to investigate the impacts of two different kinds of interactivity, such as user-to-user and user-to-media interaction, on the relationship between SNS motivation and online word of mouth (WOM). An online survey was conducted with SNS users in Korea. Using the convenience-sampling method, 300 surveys were collected and 295 were used in the actual analysis after excluding data with careless responses or missing values. Hypotheses were tested using Structure Equation Model (SEM) and path analysis by using AMOS22. The results indicate that four different SNS motivations (self-expression, relational, fun, and browsing motivation) have a partially significant positive effect on perceived user-to-user and user-to-media interaction in SNS. Although both user-to-user interactivity and user-to-media interactivity were found to have a significant effect on online word of mouth, by comparing the standardized regression coefficients in these relationships, it was found that user-to-user interactivity has a greater effect on online WOM than user-to-media interactivity. These results show that the motivated SNS users want to express their desire to communicate with other users in contrast than their desire to learn media functions when motivated SNS users reveal their personalities, knowledge, and abilities. Theoretical and managerial implications are discussed.