• Journal of Internet Computing and Services
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• v.23 no.5
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• pp.145-154
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• 2022

Automatic Target Recognition (ATR) technology is emerging as a core technology of Future Combat Systems (FCS). Conventional ATR is performed based on IMINT (image information) collected from the SAR sensor, and various image-based deep learning models are used. However, with the development of IT and sensing technology, even though data/information related to ATR is expanding to HUMINT (human information) and SIGINT (signal information), ATR still contains image oriented IMINT data only is being used. In complex and diversified battlefield situations, it is difficult to guarantee high-level ATR accuracy and generalization performance with image data alone. Therefore, we propose a knowledge graph-based ATR method that can utilize image and text data simultaneously in this paper. The main idea of the knowledge graph and deep model-based ATR method is to convert the ATR image and text into graphs according to the characteristics of each data, align it to the knowledge graph, and connect the heterogeneous ATR data through the knowledge graph. In order to convert the ATR image into a graph, an object-tag graph consisting of object tags as nodes is generated from the image by using the pre-trained image object recognition model and the vocabulary of the knowledge graph. On the other hand, the ATR text uses the pre-trained language model, TF-IDF, co-occurrence word graph, and the vocabulary of knowledge graph to generate a word graph composed of nodes with key vocabulary for the ATR. The generated two types of graphs are connected to the knowledge graph using the entity alignment model for improvement of the ATR performance from images and texts. To prove the superiority of the proposed method, 227 documents from web documents and 61,714 RDF triples from dbpedia were collected, and comparison experiments were performed on precision, recall, and f1-score in a perspective of the entity alignment..

• Journal of the Korean earth science society
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• v.44 no.6
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• pp.655-674
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• 2023

This study examined whether the "self-guided interpretation" media in the Yeoncheon area of the Hantangang River UNESCO Geopark are intelligible for visitors. Accordingly, two on-site investigations were conducted in the Hantangang River Global Geopark in September and November 2022. The Yeoncheon area, known for its diverse geological features and the era of geological attraction formation, was selected for analysis. We analyzed the readability levels, graphic characteristics, and alignment with science curriculum of the interpretive media specific to geological sites among a total of 36 self-guided interpretive media in the Yeoncheon area. Results indicated that information boards, primarily offering guidance on geological attractions, were the most prevalent type of interpretive media in the Yeoncheon area. The quantity of text in explanatory media surpassed that of a 12^th-grade science textbook. The average vocabulary grade was similar to that of 11^th- and 12^th-grade science textbooks, with somewhat reduced readability due to a high occurrence of complex sentences. Predominant graphic types included illustrative photographs, aiding comprehension of the geological formation process through multi-structure graphics. Regarding scientific terms used in the interpretive media, 86.3% of the terms were within the "Solid Earth" section of the 2015 revised curriculum, with the majority being at the 4^th-grade level. The 11^th-grade optional curriculum terms comprised the second largest portion, and 13.7% of all science terms were from outside the curriculum. Notably, variations in the scientific terminology's complexity was based on geological attractions. Specifically, the terminology level on the homepage tended to be generally higher than that on information boards. Through these findings, specific factors impeding visitor comprehension of geological attractions in the Yeoncheon area, based on the interpretation medium, were identified. We suggest further research to effect improvements in self-guided interpretation media, fostering geological resource education for general visitors and anticipating advancements in geology education.

• Journal of The Korean Association of Information Education
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• v.6 no.1
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• pp.64-74
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• 2002

The purpose of this paper is to review the importance of situated cognition and the features of MOO(Multi-user Object Oriented)environments for effective foreign language learning. Learning foreign languages is beyond simply recalling for the vocabularies or expression usages of targeted languages. As much the same as children naturally acquire their mother languages among active and social interactions with other surrounding people, foreign languages should be told in the circumstances and contexts for authentic applications of foreign languages. The MOO, one of the virtual realities with spatial metaphors on the text basis, has been gaining high attentions from educational fields, thanks to the strong functions of social contexts and learner interactions. This paper approaches the features of MOO as foreign language learning environments, in terms of activity, context and interaction.

• The Journal of the Acoustical Society of Korea
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• v.13 no.1
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• pp.71-83
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• 1994

This paper deals with the improvement of the synthesized speech quality and naturality in the Korean TTS(Text-to-Speech) system. We had extracted the parameters(table2) such as its amplitude, duration and pitch period in a syllable through the analysis of speech waveforms(table1) in the time domain and synthesized syllables using them. To the frequencies of the Korean pronunciation large vocabulary dictionary we had synthesized speeches selected 229 syllables such as V types are 19, CV types are 80. VC types are 30 and CVC types are 100. According to the 4 Korean syllable types from the data format dictionary(table3) we had tested each 15 syllables with the objective MOS(Mean Opinion Score) evaluation method about the 4 items i.e., intelligibility, clearness, loudness, and naturality after selecting random group without the knowledge of them. As the results of experiments the qualities of them are very clear and we can control the prosodic elements such as durations, accents and pitch periods (fig9, 10, 11, 12).

• Journal of Service Research and Studies
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• v.2 no.2
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• pp.45-51
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• 2012

U-healthcare is real-time monitoring of personal biometric information using by portable devices, home network and information and communication technology based healthcare systems, and fused together automatically to overcome the constraints of time and space are connected with hospitals and doctors. As u-healthcare gives health service in anytime and anywhere, it becomes to be a new type of medical services in patients management and disease prevention. In this paper, recent changes in prevention-oriented care is analyzed in becoming early response for Healthcare Information System by requirements analysis for technology development trend. According to the healthcare system, PACS, OCS, EMR and emergency medical system, U-healthcare is presenting the design of a patient-centered integrated client system. As the relationship between the meaning of the terms is used in the ontology, information models in the system is providing a common vocabulary with various levels of formality. In this paper, we propose an ontology-based system for patient-centered services, including the concept of clustering to clustering the data to define the relationship between these ontologies for more systematic data.

• Journal of KIISE
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• v.43 no.7
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• pp.773-780
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• 2016

Semantic information and features are very important for Semantic Role Labeling(SRL) though many SRL systems based on machine learning mainly adopt lexical and syntactic features. Previous SRL research based on semantic information is very few because using semantic information is very restricted. We proposed the SRL system which adopts semantic information, such as named entity, word sense disambiguation, filtering adjunct role based on sense, synonym cluster, frame extension based on synonym dictionary and joint rule of syntactic-semantic information, and modified verb-specific numbered roles, etc. According to our experimentations, the proposed present method outperforms those of lexical-syntactic based research works by about 3.77 (Korean Propbank) to 8.05 (Exobrain Corpus) F1-scores.

• KIPS Transactions on Software and Data Engineering
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• v.1 no.2
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• pp.91-102
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• 2012

Computer aided language learning has become popular. But the level of automation of constructing a Korean learning assistant system is not so high because a practical language learning system needs large scale knowledge resources, which is very hard to acquire. In this paper, we propose a Korean learning assistant system that utilizes easily obtainable knowledge resources like a corpus, web documents and a lexicon. Our system has three modules - problem solving, pronunciation marker and writing assistant. Automatic problem generator uses a corpus and a lexicon to make problems with one correct answer and three distracters, then verifies their suitability by utilizing frequency information from web documents. We analyze pronunciation rules for a pronunciation marker and recommend appropriate words and sentences in real-time by using data extracted from a corpus. In experiment, we evaluate 400 automatically generated problems, which show 89.9% problem suitability and 64.9% example suitability.

• Cross-Cultural Studies
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• v.44
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• pp.283-314
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• 2016

The purpose of this study is to explore the diversity of French learning materials and suggest a learning method to increase the efficiency of learning. In the first part, we explore the linguistic characteristics of the proverb. In the second part, we present the examples that can be utilized in actual learning. In terms of teaching methods, sharing a common cultural consciousness is important for language and communication between interlocutors. In view of this point, the proverb has an extremely important value in the linguistic dimension. It means that the proverb can serve as a very useful material for the comparison of the morphology and phonetics of French. The efficiency of learning can be increased if we can apply an adequate learning plan using proverbs in accordance to the learner's level and the learning contents.

• Proceedings of the KSPS conference
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• 1997.07a
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• pp.258-259
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• 1997

1. 외국어로서의 영어 교육에 있어서 발음 지도는 어느 정도의 영어 수준에 도달하기를 기다릴 필요없이 가능한 한 저학년에서부터 직접 지도되어야 한다. 즉 영어 교육은 영어 발음 교육부터 시작되는 것이 가장 바람직하다. 어느 정도의 수준 높은 문법 이론을 알고 있는 (대)학생들이라도 발음에 관한 한 많은 연습이 요구되는 경우가 흔히 있다. 바꿔 말하면 이러한 학생들은 그들이 갖고 있는 문법 지식만큼 발음에 대한 적극적인 구사력도 당연히 발휘할 수 있어야할 것이다. 영어 교육을 강조할 때 문장 구조와 어휘 교육이 중요시된다면 발음 또한 조기 교육 단계부터 영어 교육 프로그램의 필수불가결한 요소로 인식되어야 한다. 그렇다면 제일 처음 무엇을 어떻게 시작 해야할 것인가\ulcorner 흔히 음소(phoneme)라는 말의 최소 단위부터 시작하여 자음군(consonant cluster)과 같은 음 결합체를 가르친 다음 단어 강세(word stress)를 다루며, 마지막으로 문장 강세(sentence stress), 리듬(rhythm), 억양(intonation) 등을 포함함 이음말(connected speech)을 가르치는 순서가 될 수 있을 것이다. 그러나 이러한 방법이 이론상 논리적이긴 하지만 실제로 영어를 외국어로 배우는 우리 학생들에게는 얼마나 효과를 거둘 수 있는지 매우 의심스렵다. 오히려 가장 유익한 순서는 기본 억양 과 같은 적절한 표현과 함께 주어진 화맥 속에서의 의미 있는 문장 강세를 가르치고 그 다음에 그에 수반되는 중요한 소리의 발음을 지적해 주는 것이다. 예를 들면 Give it to him과 같은 구조를 교사가 구두로 제시할 때 단어 하나 하나를 강조한 나머지 너무 천천히 말하게 되면 전체 문장의 발음을 오히려 어렵게 만들어버린다. 중요한 것 은 기본 의사소통에 필요한 부분에 초점을 맞추는 일이다. 개별 단어에 부수되는 문제점은 '보충 지도'(remedial teaching)로 교정이 가능하다. 2. 우리의 초등학교 영어 교육의 현황을 고려할 때 비록 발음 지도가 쉬운 일은 아니지만 미래 지향적 결과를 기대할 때 우선 두 가지를 생각할 수 있다. 첫째로 현재의 교육대학교의 교사양성에 있어서 영어교육의 교과과정을 염두에 두지 않을 수 없다. 1981년도부터 교육대학교가 4년제가 명실공히 영어과로 운영되기는 수년밖에 되지 않는 실정이다. 현재의 교과과정도 현장에서 영어교육을 담당하기에는 불충분할 뿐만 아니라 영어발음에 관한 뚜렷한 과정이 없는 실정이다. 혼히 외국인 강사가 담당하는 이른바 영어회화 시간이 곧 발음 시간도 될 수 있다고 생각하기 쉬우나 이것은 전적으로 별개의 문제이다. 따라서 체계적인 발음 교육을 할 수 있는 교과과정이 되기를 바란다. 3. 앞에서 언급했듯이 4년제 이전에 졸업한 현직 교사들은 재학 중 영어 발음에 관한 지도를 받아본 적이 없다. 여기서 중요한 것은 이들 교사들에게 적절하고도 충분한 발음 교육을 시켜야 하는 연수 과정이다. 소리로 듣고 말해야 하는 초둥 영어 교육에 서 교사의 발음에 관한 지식은 그 중요성을 아무리 과대평가해도 지나치지 않을 것이다. 문제는 연수 내용이다. 적어도 현재까지 실시되어 온 초둥영어교육 담당자 연수 교과목 내용은 핵심을 찾기 힘들 정도로 교파목이 다양하고 산만하다. 따라서 예를 들면 영어발음 지도에 관한 과목도 마지못해 끼워 넣는 식의 과목 배정이다. 여기에 고작 할당된 시간은 많아야 4시간 정도이다. 대학에서 한 학기에도 부족한 영어 발음을 아 무런 배경 지식도 없는 초등 교사들에게 4시간 동안 무엇을 어떻게 가르칠 것인가\ulcorner

• The Journal of Korean society of community based occupational therapy
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• v.9 no.1
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• pp.25-34
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• 2019

Objective : The purpose of this study was to investigate the effect of cognitive level of mild cognitive impaired elderly living in the community on participation in activities and social networks as well as leisure and daily life activities. Methods : The elderly people aged 65 years or older living in the community were selected for the mild cognitive impairment with a score of MMSE-K of 15 or more and 23 or less. MoCA-K was applied in order to examine the cognitive abilities of the subjects and K-ACS and LSNS-18 were applied to confirm the activity participation level and social network index. Results : As a result of examining the relationship between cognition and activity participation, various sub-abilities(spatio-temporal abilities, vocabulary abilities, attention, abstract thinking) of cognition had a significant influence on instrumental activities of daily living, leisure activities and social activities. In addition, all of the sub - abilities of cognition showed a significant correlation with sub-elements of social network. Conclusion : Through this study, it was found that the general elements of cognition influenced activity participation and social network of various areas of mild cognitive impaired elderly people. We suggest that measures for enhancing participation and social participation of the elderly with mild cognitive impairment are provided through follow up studies.