• Title/Summary/Keyword: Semantic Association

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Question Analysis and Expansion based on Semantics (의미 기반의 질의 분석 및 확장)

  • Shin, Seung-Eun;Park, Hee-Guen;Seo, Young-Hoon
    • The Journal of the Korea Contents Association
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    • v.7 no.7
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    • pp.50-59
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    • 2007
  • This paper describes a question analysis and expansion based on semantics for on efficient information retrieval. Results of all information retrieval systems include many non-relevant documents because the index cannot naturally reflect the contents of documents and because queries used in information retrieval systems cannot represent enough information in user's question. To solve this problem, we analyze user's question semantically, determine the answer type, and extract semantic features. And then we expand user's question using them and syntactic structures which are used to represent the answer. Our similarity is to rank documents which include expanded queries in high position. Especially, we found that an efficient document retrieval is possible by a question analysis and expansion based on semantics on natural language questions which are comparatively short but fully expressing the information demand of users.

Construction of Human Resources from Science & Technology Publications for Supporting of Ontology Construction (온톨로지 구축 지원을 위한 과학기술 문헌으로부터의 인력정보 구축)

  • Jung, Han-Min;Lee, Seung-Woo;Kang, In-Su;Sung, Won-Kyung
    • Proceedings of the Korea Contents Association Conference
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    • 2006.05a
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    • pp.223-226
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    • 2006
  • The development of Semantic Web basically requires knowledge induced from the formalization and semantization of information, and thus ontology should be introduced as a knowledgization tool. URI(Universal Resource Identifier) is an indispensible scheme to uniquely indicate individuals on ontology. However, it is difficult to find the use cases of URI in real data including science & technology publications. This paper describes the method to construct human resources based on URI which are the critical components on national R&D reference information ontology. We use co-authors, e-mails, publication date, and affiliation for discriminating authors with the same strings. HRST is referred to acquire human resource URIs. We expect the human resources would be adopted to outcome analysis applications such as researcher network analysis and outcome statistics.

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The Influence of Learner Factors on Foreign Language Vocabulary Learning: Negative Emotion and Working Memory (외국어 어휘 학습에서 학습자 요인의 영향: 부적 정서와 작업기억)

  • Min, Sungki;Lee, Yoonhyoung
    • The Journal of the Korea Contents Association
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    • v.15 no.4
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    • pp.545-555
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    • 2015
  • We investigated the influence of negative emotion such as state-trait anxiety and depression and working memory (WM) on Foreign Language Vocabulary Learning (FLVL) of South Korean university students. Also, its implications for developing contents for FLVL were discerned. To do so, state-trait anxiety and depression inventories as well as four kinds of WM test were performed for 132 undergraduate students. Participants also had two semantic learning sessions for Swahili words. The mean scores of negative emotions were normal level. The results of structural equation modeling (SEM) showed that there was no effect of negative emotion on FLVL, while direct effects of the negative emotion on WM and the WM on FLVL were significant. Such results suggested that FLVL would be weakened, with the result that WM had been impaired by negative emotions. These outcomes suggested that when developing FLVL content for university students, it is necessary to consider the negative emotions of foreign language learners and to develop the contents for FLVL in the light of WM load.

Status of Korean Idiom Understanding for Chinese Learners of Korean according to Tasks (과제 유형에 따른 중국인 한국어 학습자의 관용어 이해 실태 양상)

  • Lee, Mi-Kyung;Kang, An-Young;Kim, Youn-Joo
    • The Journal of the Korea Contents Association
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    • v.15 no.10
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    • pp.658-668
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    • 2015
  • The purpose of present study tested the effects of context, transparency, familiarity and related variables on comprehension of 32 idioms in 87 Chinese learners of Korean who were attending the S university in Jeonnam providence. In the first assessment, idiomatic phrases were presented out of context. In another assessment, idiomatic phrases were embedded in supportive story contexts. To examine the difference based on task types, paired t-test or one-way ANOVA was used to test differences on related variables such as TOPIK, years of residence in Korea, major and etc. on idiom comprehension. The results of this study are summarized as follows. First, task type, familiarity and transparency were found to have no significant effect on idiom comprehension for Chinese learners of Korean. Second, the related variables such as TOPIK, and major had a significant effect on idiom comprehension. Third, percentage of context related interpretation error in context task was the highest. Literal interpretation errors were followed by it. It means they have a tendency to use contextual cues and semantic analysis of the phrase to comprehend Korean idioms. The results of study will be used to make a plan for teaching Chinese learners of Korean.

A Study on Text Mining Analysis of Presidential Maritime Concept in KOREA (텍스트마이닝을 이용한 한국 대통령의 해양관에 관한 연구)

  • Kim, Sung-Kuk;Lee, Tae-Hwee
    • Journal of Korea Port Economic Association
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    • v.36 no.3
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    • pp.39-54
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    • 2020
  • In the presidential political system, the word of the president has great influence on the formation of national policy and the decision-making process. Policy priorities are determined according to the president's ideology and core values, and various policies are established and executed according to the priorities. Therefore, this paper analyzes the contents of the president's speech. Since the president's speech is a semantic datum, in order to analyze unstructured text, big data analysis is conducted through the methods of machine learning and deep learning. In this study, the president's speech at the "National Sea Day" commemoration was obtained 1996 onwards and analyzed using topic modeling. As a result of the analysis, all the presidents' speeches were delivered with a view of the ocean that was consistent with the direction of their administration. It was confirmed that the ocean-industry-resource topics, which are the intrinsic values of the ocean, were not damaged and consistently emphasized by all presidents.

A Study on the Formative Characteristic and Visual Image of the Power Shouldered Jacket (파워 숄더 재킷의 조형적 특성과 시각적 이미지)

  • Kim, Jeong-Mee;Lee, Jung-Soon
    • Journal of the Korea Fashion and Costume Design Association
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    • v.11 no.3
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    • pp.125-134
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    • 2009
  • The purpose of this study is to analyze the formative characteristics of power-shoulder jacket shown in 08/09 F/W and 09/10 F/W London, Paris, Milan, New York collection and extract main expression words for development of semantic differential scales of visual image according to the change in shoulder angle and width of power-shoulder jacket. The result of this study is as follows. Power-shoulder jacket which were worn by 1980 business women have similar cutting with men's suit jacket, but have characteristics of exaggerating the body figure as exaggerated shoulder with pad and tight waist like an inverted triangle silhouette. Power-shoulder jackets shown in collections used glossy and glittering material and dark colors and formed slim silhouette with matches of shoulder line of temperate senses and casual wear. Like this, the power-shoulder jacket was expanded to daily casual wear from traditional formal wear. Main expression words of visual image of jackets according to the changes in angle and width of shoulder differ greatly depending on the expansion degree of angle and width of shoulder. Changes in shoulder angle may look tense, stiff and too much according to the amount of changes. However, it also has the image of sharp but dignified and charismatic. Also, it helps to show body figure more efficiently like being slim and looking taller. Related to the current trend emphasizing shoulder among women, it is evaluated to be stylish and trendy. When the expansion degree is not too much, changes in shoulder width partly show slim and slender waist under the influence of wider shoulder with basic tailored jacket image. However, when the expansion degree is enlarged, image related to the body figure is more definite compared to other visual images.

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Social media big data analysis of Z-generation fashion (Z세대 패션에 대한 소셜미디어의 빅데이터 분석)

  • Sung, Kwang-Sook
    • Journal of the Korea Fashion and Costume Design Association
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    • v.22 no.3
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    • pp.49-61
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    • 2020
  • This study analyzed the social media accounts and performed a Big Data analysis of Z-generation fashion using Textom Text Mining Techniques program and Ucinet Big Data analysis program. The research results are as follows: First, as a result of keyword analysis on 67.646 Z-generation fashion social media posts over the last 5 years, 220,211 keywords were extracted. Among them, 67 major keywords were selected based on the frequency of co-occurrence being greater than more than 250 times. As the top keywords appearing over 1000 times, were the most influential as the number of nodes connected to 'Z generation' (29595 times) are overwhelmingly, and was followed by 'millennials'(18536 times), 'fashion'(17836 times), and 'generation'(13055 times), 'brand'(8325 times) and 'trend'(7310 times) Second, as a result of the analysis of Network Degree Centrality between the key keywords for the Z-generation, the number of nodes connected to the "Z-generation" (29595 times) is overwhelmingly large. Next, many 'millennial'(18536 times), 'fashion'(17836 times), 'generation'(13055 times), 'brand'(8325 times), 'trend'(7310 times), etc. appear. These texts are considered to be important factors in exploring the reaction of social media to the Z-generation. Third, through the analysis of CONCOR, text with the structural equivalence between major keywords for Gen Z fashion was rearranged and clustered. In addition, four clusters were derived by grouping through network semantic network visualization. Group 1 is 54 texts, 'Diverse Characteristics of Z-Generation Fashion Consumers', Group 2 is 7 Texts, 'Z-Generation's teenagers Fashion Powers', Group 3 is 8 Texts, 'Z-Generation's Celebrity Fashions' Interest and Fashion', Group 4 named 'Gucci', the most popular luxury fashion of the Z-generation as one text.

A study on the influence of personality dimension on preferred brand image of Women's ready-made-wear -Concentrated on adult females- (성격차원이 선호 의복상표이미지에 미치는 영향에 관한 연구 -여성을 중심으로-)

  • 이미혜
    • Journal of the Korean Home Economics Association
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    • v.28 no.3
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    • pp.13-24
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    • 1990
  • The main purpose of this study are as follows ; 1) To examine closely the effect of personality dimension on brand image. 2) To investigate the difference of variables about brand image according to the characteristics of the population statistics and draw the strategies of marketing for our wear enterprises. A 300 Samples were selected from female in Seoul and the investigation was conducted during 21 days, from 1998. 9. 21 to 1988. 10. 11. As for survey methozs, the personality dimension test developed by Eysenk was adopted. To measure the brand image, the adjectives of the semantic differentia scale developed by Malhotra and adjective that has been used in various were image analysis were adopted. The data were analysed using the statistical technic of Correlation Coefficient, F-test, and X2 test. The Results obtained from this study were as follows. 1. There were partially significant relationships between adult female's four subordinate variables of the personality dimension and preferred brand image on Women's ready-made wear. 1) The people having a high Psychoticism tendency preferred "individual" image and less preferred "practical" image than the people of low Psychoticism. 2) The people having a high extraversion tendency preferred "bold", "aged" image and less preferred "feminine", "practical" image. 3) The unstable female having a high neuroticism tendency preferred "abscure" image and less preferred "Practical" "gaudy", "Open hearted" image. 4) The people having a high lie tendency perferred "intricate", "classical" image and less preferred "bold", "citified", "incongruous" image. 2. There were partially significant differences in adult female's preferred brand image on women's ready made wear according to the characteristics of the population statistics.

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Preference and Dvaluation of Image for Modern Application of Korean Traditional Patterns (한국 전통무늬의 현대적 응용을 위한 선호도 및 이미지 평가)

  • 김증자;조지현
    • Journal of the Korea Fashion and Costume Design Association
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    • v.2 no.1
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    • pp.21-35
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    • 2000
  • The purpose of this study was to evaluate the preference of image for modern application of Korean traditional patterns. A survey was conducted using the randomly selected 292 undergraduate women students of Taegu city. The degree of interest and preference in Korean traditional style or something like that had measured by 5 scale method. And then they had two groups which are interest/non-interest group, and preference/non-preference group in Korean traditional style. Also, preference of Korean traditional patterns was measured by 5 scale method. The image of Korean traditional patterns consisted of semantic differential scales. Analysis was by frequency, percentage, and mean. For difference of groups analysis was by t-test. The results were as follows:1. For the survey, 53.8% showed the interest and 40.4% did the preference for the traditional patterns. There was the positive correlation(0.782) between the degree of the interest and preference. 2. Among twenty traditional patterns, the patterns of plants and nature were very preferred, but the patterns of geometrical things was not preferred. 3. For the nature pattern, the image seemed to be elegant and feminine(womanly). For the plant pattern, the image seemed to be feminine, neat, weak, light and mild. For the animal pattern, the image seemed to be heavy, gorgeous, deluxe, virile(manly), strong and active. Last, for the geometrical pattern, the image seemed to be elegant, deluxe, rigid and strong. 4. Between the interest/non­interest groups, there was the significant difference in pattern of cloud, mountain, lotus flower, plum blossoms, orchid, dragon, chinese phoenix and bogy. Especially, for the orchid pattern, the preference difference between these groups was large. 5. For the plant pattern, the image difference between these groups was very large as the elegant-rustic image. Especially, the interest group evaluated as the elegant image. 6. Between the preference/non­preference groups, there was the strongly significant difference in the preference for the orchid pattern. 7. For the geometrical pattern, the image difference between these groups was very large as the mild­cold image. Especially, the preference groups evaluated as the cold image.

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Implementation of Visual Contents on Mandala's Twining Rite (만다라 결연 의식의 시각 콘텐츠 구현)

  • Kim, Kyungdeok;Kim, Youngduk
    • The Journal of the Korea Contents Association
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    • v.15 no.10
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    • pp.37-45
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    • 2015
  • The importance of cultural contents industry is steadily growing owing to the Korean wave etc. and Buddhist cultural contents is a part of the cultural contents. However, the development of Buddhist cultural contents in many ways has left much to be desired. That is because, it is difficult for the public, who is not Buddhist scholar, to understand and take interest in conventional contents on Buddhist books themselves which are digitalized. Also, most contents researches are discussed on the necessity of contents development and just stay in these subjects, but it is insufficient to study a semantic analysis and visualizing contents on Buddhist books. So, in this paper, we analyse mandala's twinning rite in the Buddhist books and implement visual contents on the rite. The mandala is using toohadeokbul in a special way as the abhisinca rite. We analyse concept of the toohadeokbul and implement its visual contents which visualize ideological logic of Buddhism. The implemented contents are able to provide the public with Buddhist cultural experience of the yard. Additional, by trying to visualize descriptive expressions of Buddhist books, this paper could be a precedent for developing visual contents of unlimited data comprised in Buddhist books.