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Analyzing Vocabulary Characteristics of Colloquial Style Corpus and Automatic Construction of Sentiment Lexicon (구어체 말뭉치의 어휘 사용 특징 분석 및 감정 어휘 사전의 자동 구축)

  • Kang, Seung-Shik;Won, HyeJin;Lee, Minhaeng
    • Smart Media Journal
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    • v.9 no.4
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    • pp.144-151
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    • 2020
  • In a mobile environment, communication takes place via SMS text messages. Vocabularies used in SMS texts can be expected to use vocabularies of different classes from those used in general Korean literary style sentence. For example, in the case of a typical literary style, the sentence is correctly initiated or terminated and the sentence is well constructed, while SMS text corpus often replaces the component with an omission and a brief representation. To analyze these vocabulary usage characteristics, the existing colloquial style corpus and the literary style corpus are used. The experiment compares and analyzes the vocabulary use characteristics of the colloquial corpus SMS text corpus and the Naver Sentiment Movie Corpus, and the written Korean written corpus. For the comparison and analysis of vocabulary for each corpus, the part of speech tag adjective (VA) was used as a standard, and a distinctive collexeme analysis method was used to measure collostructural strength. As a result, it was confirmed that adjectives related to emotional expression such as'good-','sorry-', and'joy-' were preferred in the SMS text corpus, while adjectives related to evaluation expressions were preferred in the Naver Sentiment Movie Corpus. The word embedding was used to automatically construct a sentiment lexicon based on the extracted adjectives with high collostructural strength, and a total of 343,603 sentiment representations were automatically built.

The efficacy of ultrasound-guided erector spinae plane block after mastectomy and immediate breast reconstruction with a tissue expander: a randomized clinical trial

  • Park, Sukhee;Park, Joohyun;Choi, Ji Won;Bang, Yu Jeong;Oh, Eun Jung;Park, Jiyeon;Hong, Kwan Young;Sim, Woo Seog
    • The Korean Journal of Pain
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    • v.34 no.1
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    • pp.106-113
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    • 2021
  • Background: We aimed to investigate the analgesic efficacy of an erector spinae plane block (ESPB) in immediate breast reconstruction (IBR) with a tissue expander. Methods: Adult women undergoing IBR with a tissue expander after mastectomy were randomly assigned to either intravenous patient-controlled analgesia (IV-PCA) alone (group P) or IV-PCA plus ESPB (group E). The primary outcome was the total amount of opioid consumption during 24 hours postoperatively between the two groups. Secondary outcomes were patient satisfaction, pain score at rest and on shoulder movement using numerical rating scale, incidences of postoperative nausea and vomiting (PONV), and a short form of the brief pain inventory (BPI-SF) at 3 and 6 months after surgery between the groups. Results: Fifty eight patients completed the study. At 24 hours postoperatively, total opioid consumption was significantly less in group E than in group P (285.0 ± 92.0, 95% confidence interval [CI]: 250.1 to 320.0 vs. 223.2 ± 83.4, 95% CI: 191.5 to 254.9, P = 0.005). Intraoperative and cumulative PCA fentanyl consumption at 3, 6, 9, and 24 hours were also less in group E than in group P (P = 0.004, P = 0.048, P = 0.020, P = 0.036, and P < 0.001, respectively). Patient satisfaction was higher in group E (6.9 ± 1.8 vs. 7.8 ± 1.4, P = 0.042). The incidences of PONV was similar. Conclusions: The ESPB decreased postoperative opioid consumption and increased patient satisfaction without significant complications after IBR with a tissue expander after mastectomy.

The Effects of Playfulness and Sensitivity on Play Teaching Efficacy in Early Childhood Teacher (영유아교사의 놀이성과 민감성이 놀이교수 효능감에 미치는 영향)

  • Ahn, Youn-Kyoung;Choi, In Sook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.12
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    • pp.570-577
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    • 2020
  • This study is aimed at figuring out the influence of early childhood teachers' playfulness and sensitivity on play teaching efficacy. The subjects of the study were 262 early childhood teachers working in kindergarten and day care centers located in J City. The instruments were the Adult Playfulness Scale, the Sensitivity Scale, and the Play Teaching Efficacy Scale. The collected data were analyzed by using SPSS. In order to find out the general background of the early childhood teachers, frequency and percentage were used. In addition, in order to assess the relationships among playfulness, sensitivity, and the play teaching efficacy of an early childhood teacher, Pearson's correlation analysis was carried out. Lastly, for examination of the effects and a relative explanation of the effects of playfulness and sensitivity on play teaching efficacy in early childhood teachers, a multiple regression analysis was conducted. The results of this study are as follows. First, there was positive correlation among playfulness, sensitivity, and play teaching efficacy in the early childhood teacher. Second, play teaching efficacy of early childhood teachers was influenced by their playfulness and sensitivity. In conclusion, the significance of this study is that there was a significant correlation among playfulness, sensitivity, and play teaching efficacy in early childhood teachers, and that both of the first two variables were factors influencing play teaching efficacy.

A Study on the Conceptual Changes of Extra-solar Planet in University Students Using Text-Mining Techniques (텍스트마이닝을 활용한 대학생들의 외계행성 개념 변화 연구)

  • Han, Shin;Kim, Yong-Ki;Kim, Hyoungbum
    • Journal of the Korean Society of Earth Science Education
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    • v.13 no.3
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    • pp.305-316
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    • 2020
  • This study aimed to analyze the conception of an extra-solar planet perceived by university students. To conduct this, we developed an extra-solar planet education program and questionnaires which help to figure out changes between before and after the program, and then applied them to the targeted students. The results of the study are as follows. First, as to the conception of an extra-solar planet, participants understood it merely as a planet outside the solar system before they got training. However, they expanded it to the one revolving around a star that appears outside the solar system based on keywords after the training. Second, they gave brief responses regarding exploration strategies (e.g., observing the extra-solar planet by using the Doppler effect, dietary phenomenon, and gravitational lens) based on indirect experiences they encountered in the media. The responses indicated their lack of concept of the extra-solar planet exploration methods. However, their recognition of the extra-solar planet observation became concrete while students learned about the exploration of the extra-solar planet. Third, they were expanding the importance of the exoplanet observation simply beyond the discovery of extraterrestrial life to the creative process and research methods, including the solar system and the development of humanity. Fourth, they recognized that exoplanet education is necessary for curriculum as it will be able to bring about students' interest and curiosity as well as scientific knowledge if contents related to the extra-solar planet appear in the earth science curriculum.

A Brief Study on the Scope of National Health Insurance Service's Subrogation to the Insured owing to Claim for Damages (국민건강보험공단의 가입자 손해배상채권 대위 범위에 관한 소고: 대법원 2021. 3. 18. 선고 2018다287935판결 중심)

  • Jeon, Byeong-Joo;Han, Hye-Sook;Park, Mi-Sook
    • The Journal of the Korea Contents Association
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    • v.21 no.8
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    • pp.305-314
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    • 2021
  • According to the recent judgment of Supreme Court, in case when the National Health Insurance Service pays the insurance to a victim of torts, and then subrogate the victim's claim for damages, the scope of institution's subrogation should be limited to the amount of the assailant's responsibility rate of the institution charge, and the amount of compensation claimed by the victim to the assailant should be calculated in the method of contributory negligence after deduction. The court has judged that the institution could subrogate the whole amount of institution charge in the limit of assailant's damages, and the method of deduction after contributory negligence should be applied when calculating the assailant's damages to the victim. Supreme Court decision is greatly significant in the aspect of harmonizing the nature of health insurance as property right and social insurance as the beneficiaries could get additional supplement, and also seeking the balance between insurer and beneficiary. With the changed legal principles of Supreme Court in the scope of institution subrogation like this, the necessities to complement the litigation relation, legislation, and institution were suggested.

A Study on the D-InSAR Method for Micro-deformation Monitoring in Railway Facilities (철도시설물 미소변형 모니터링을 위한 D-InSAR 기법 연구)

  • Kim, Byung-Kyu;Lee, Changgil;Kim, Winter;Yoo, Mintaek;Lee, Ilhwa
    • Journal of the Korean Geotechnical Society
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    • v.38 no.11
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    • pp.43-54
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    • 2022
  • The settlement at the railroad foundation is often the leading cause of track irregularity and potential derailment. The control of such deformation is considered necessary in track maintenance practice. Nevertheless, the monitoring process performed by in situ surveying requires an excessive amount of manpower and cost. The InSAR, a remote sensing technique by RADAR satellite, is used to overcome such a burden. The PS-InSAR technique is preferred for a long-term precise monitoring method. However, this study aims to obtain relatively brief analysis results from only two satellite images using the D-InSAR technique, while a minimum of 25 images are required for PS-InSAR. This study verifies the precision of D-InSAR within a few millimeters by inspecting railroad facilities and land settlements in Korea Railroad Research Institute's test track with images from TerraSAR-X Satellite. Multiple corner reflectors were adopted and installed on an embankment and the building roof to raise the surface reflectivity. Those reflectors were slightly adjusted periodically to verify the detecting performance. The results revealed the optimum distance between corner reflectors. Further, the deformation of railway tracks, slopes, and concrete structures was analyzed successively. In conclusion, this study indicates that the D-InSAR technique effectively monitors the short-term deformation of a broad area such as railway structures.

A Study on Verification of Equivalence and Effectiveness of Non-Pharmacologic Dementia Prevention and Early Detection Contents : Non-Randomly Equivalent Design

  • Jeong, Hyun-Seok;Kim, Oh-Lyong;Koo, Bon-Hoon;Kim, Ki-Hyun;Kim, Gi-Hwan;Bai, Dai-Seg;Kim, Ji-Yean;Chang, Mun-Seon;Kim, Hye-Geum
    • Journal of Korean Neurosurgical Society
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    • v.65 no.2
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    • pp.315-324
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    • 2022
  • Objective : The aim of this study was to verify the equivalence and effectiveness of the tablet-administered Korean Repeatable Battery for the Assessment of Neuropsychological Status (K-RBANS) for the prevention and early detection of dementia. Methods : Data from 88 psychiatry and neurology patient samples were examined to evaluate the equivalence between tablet and paper administrations of the K-RBANS using a non-randomly equivalent group design. We calculated the prediction scores of the tablet-administered K-RBANS based on demographics and covariate-test scores for focal tests using norm samples and tested format effects. In addition, we compared the receiver operating characteristic curves to confirm the effectiveness of the K-RBANS for preventing and detecting dementia. Results : In the analysis of raw scores, line orientation showed a significant difference (t=-2.94, p<0.001), and subtests showed small to large effect sizes (0.04-0.86) between paper- and tablet-administered K-RBANS. To investigate the format effect, we compared the predicted scaled scores of the tablet sample to the scaled scores of the norm sample. Consequently, a small effect size (d≤0.20) was observed in most of the subtests, except word list and story recall, which showed a medium effect size (d=0.21), while picture naming and subtests of delayed memory showed significant differences in the one-sample t-test. In addition, the area under the curve of the total scale index (TSI) (0.827; 95% confidence interval, 0.738-0.916) was higher than that of the five indices, ranging from 0.688 to 0.820. The sensitivity and specificity of TSI were 80% and 76%, respectively. Conclusion : The overall results of this study suggest that the tablet-administered K-RBANS showed significant equivalence to the norm sample, although some subtests showed format effects, and it may be used as a valid tool for the brief screening of patients with neuropsychological disorders in Korea.

A Short Review for the Estimation Method of Intrinsic Rate of Natural Increase According to the Setting of Initial Age for the Study Cohort in the Lotka Life Table (로트카 생명표에서 연구 집단의 초기연령 설정에 따른 내적자연증가율 추정방법에 대한 고찰)

  • Dong-soon, Kim
    • Korean journal of applied entomology
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    • v.61 no.4
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    • pp.549-554
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    • 2022
  • Life table-related studies in insect ecology have been an interesting topic for insect researchers. Two calculation methods are commonly applied to estimate the intrinsic rate of natural increase (rm) in the life table statistics. The first method is to estimate an approximate rm by dividing the natural logarithm of the net reproductive rate (R0) by mean generation time (T) (namely mean generation time-based method). Another approach is to apply the Lotka-Euler equation derived from the population growth equation of Lotka-Volterra to estimate accurate rm using the maximum likelihood method (Lotka-Euler equation-based method). In the latter case, there is a difference in the estimated rm value when the initial age class of the target cohort was set to "0" or "1", which confused the application. In this short review, a brief history of the calculation process of the life table was reviewed. It was again confirmed in the Lotka-Euler equation-based method that the form of $\sum\limits_{x=1}^{w}e^{-rx}l_xm_x=1$ should be applied to estimate rm when the first age class was set to zero, while the form of $\sum\limits_{x=0}^{w}e^{-r(x+1)}l_xm_x=1$ when set to one.

Cross-Lingual Style-Based Title Generation Using Multiple Adapters (다중 어댑터를 이용한 교차 언어 및 스타일 기반의 제목 생성)

  • Yo-Han Park;Yong-Seok Choi;Kong Joo Lee
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.8
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    • pp.341-354
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    • 2023
  • The title of a document is the brief summarization of the document. Readers can easily understand a document if we provide them with its title in their preferred styles and the languages. In this research, we propose a cross-lingual and style-based title generation model using multiple adapters. To train the model, we need a parallel corpus in several languages with different styles. It is quite difficult to construct this kind of parallel corpus; however, a monolingual title generation corpus of the same style can be built easily. Therefore, we apply a zero-shot strategy to generate a title in a different language and with a different style for an input document. A baseline model is Transformer consisting of an encoder and a decoder, pre-trained by several languages. The model is then equipped with multiple adapters for translation, languages, and styles. After the model learns a translation task from parallel corpus, it learns a title generation task from monolingual title generation corpus. When training the model with a task, we only activate an adapter that corresponds to the task. When generating a cross-lingual and style-based title, we only activate adapters that correspond to a target language and a target style. An experimental result shows that our proposed model is only as good as a pipeline model that first translates into a target language and then generates a title. There have been significant changes in natural language generation due to the emergence of large-scale language models. However, research to improve the performance of natural language generation using limited resources and limited data needs to continue. In this regard, this study seeks to explore the significance of such research.

Engineering Design and Philosophy of Technology (공학설계와 기술철학)

  • Son, Wha-Chul
    • Journal of Korean Philosophical Society
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    • no.94
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    • pp.107-136
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    • 2011
  • Throughout its short history, the discourses of philosophy of technology has been centered around two issues, namely the recovery of human autonomy in technological society and the pursuit of sustainable development. Following the basic subject matters of the discipline, this article suggests to examine the possibility of the 'ethical engineering design,' meaning that ethical consideration should be included in engineering design. This proposal is based on the critique that philosophy of technology has so far focused on the external approach to the problem of technology, neglecting the active role of engineers. By paying attention to engineering design, however, philosophy of technology can offer a more realistic solution for the problems of the technological society. The first section shows the context of the current discussion by surveying the brief history of philosophy of technology. The thesis of engineering design in philosophy of technology will be presented in the second section, together with supporting reasons. The third section will examine theories and efforts that raised the issue of engineering design in the past. They have been suggested in different contexts, but when put together, they can be used for the justification of the current proposal. The fourth section will deal with the possible critiques of this proposal, which will be followed by suggestions for engineers themselves.