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Performance of ChatGPT on the Korean National Examination for Dental Hygienists

  • Soo-Myoung Bae;Hye-Rim Jeon;Gyoung-Nam Kim;Seon-Hui Kwak;Hyo-Jin Lee
    • Journal of dental hygiene science
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    • v.24 no.1
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    • pp.62-70
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    • 2024
  • Background: This study aimed to evaluate ChatGPT's performance accuracy in responding to questions from the national dental hygienist examination. Moreover, through an analysis of ChatGPT's incorrect responses, this research intended to pinpoint the predominant types of errors. Methods: To evaluate ChatGPT-3.5's performance according to the type of national examination questions, the researchers classified 200 questions of the 49th National Dental Hygienist Examination into recall, interpretation, and solving type questions. The researchers strategically modified the questions to counteract potential misunderstandings from implied meanings or technical terminology in Korea. To assess ChatGPT-3.5's problem-solving capabilities in applying previously acquired knowledge, the questions were first converted to subjective type. If ChatGPT-3.5 generated an incorrect response, an original multiple-choice framework was provided again. Two hundred questions were input into ChatGPT-3.5 and the generated responses were analyzed. After using ChatGPT, the accuracy of each response was evaluated by researchers according to the types of questions, and the types of incorrect responses were categorized (logical, information, and statistical errors). Finally, hallucination was evaluated when ChatGPT provided misleading information by answering something that was not true as if it were true. Results: ChatGPT's responses to the national examination were 45.5% accurate. Accuracy by question type was 60.3% for recall and 13.0% for problem-solving type questions. The accuracy rate for the subjective solving questions was 13.0%, while the accuracy for the objective questions increased to 43.5%. The most common types of incorrect responses were logical errors 65.1% of all. Of the total 102 incorrectly answered questions, 100 were categorized as hallucinations. Conclusion: ChatGPT-3.5 was found to be limited in its ability to provide evidence-based correct responses to the Korean national dental hygiene examination. Therefore, dental hygienists in the education or clinical fields should be careful to use artificial intelligence-generated materials with a critical view.

Prosodic Phrasing and Intonation Patterns in the Speech of Migrant Women from Multicultural Families (다문화가정 이주여성의 운율구 경계짓기와 억양패턴)

  • Jeong, Jin-Sook;Lee, Sook-Hyang
    • The Journal of the Acoustical Society of Korea
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    • v.31 no.7
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    • pp.461-471
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    • 2012
  • The purpose of this paper is to provide basic data for development of Korean teaching programs for immigrant women from multicultural families through the acoustic analysis of their prosodic phrasing and intonation pattern. The results showed that immigrant women showed some differences in most of the prosodic characteristics from a Korean women's group: Immigrant women realized the first word of a sentence in an intonational phrase while Korean women did in an accentual phrase. They also haven't yet correctly learned the tone type of the first of an accentual phrase which differs depending on the type of its first segment yet. As a result, they showed many diverse intonation patterns compared to Korean women. Furthermore, the immigrant women's groups showed some differences between them in a few prosodic characteristics. Philippine women, whose residence duration in Korea is relatively longer than that of Vietnamese women, were more similar to Korean women: Vietnamese women read a sentence with a larger number of intonational phrases than Philippine women did. And they realized sentence-final boundary tone of a yes-no question not only in 'H%' but also in 'HL%' while, like Korean women, Philippine women did only in 'H%'.

A Selection of Threshold for the Generalized Hough Transform: A Probabilistic Approach (일반화된 허프변환의 임계값 선택을 위한 확률적 접근방식)

  • Chang, Ji Y.
    • Journal of the Institute of Electronics and Information Engineers
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    • v.51 no.1
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    • pp.161-171
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    • 2014
  • When the Hough transform is applied to identify an instance of a given model, the output is typically a histogram of votes cast by a set of image features into a parameter space. The next step is to threshold the histogram of counts to hypothesize a given match. The question is "What is a reasonable choice of the threshold?" In a standard implementation of the Hough transform, the threshold is selected heuristically, e.g., some fraction of the highest cell count. Setting the threshold too low can give rise to a false alarm of a given shape(Type I error). On the other hand, setting the threshold too high can result in mis-detection of a given shape(Type II error). In this paper, we derive two conditional probability functions of cell counts in the accumulator array of the generalized Hough transform(GHough), that can be used to select a scientific threshold at the peak detection stage of the Ghough.

A Study on the Relations with Motivation of Visiting and Evaluation by Location Type (장소에 따른 방문자의 방문 동기 유형 및 평가 결정요인 분석)

  • Choi, Yeol;Lee, Jae Hyun;Sung, Yu Jeong
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.32 no.3D
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    • pp.275-281
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    • 2012
  • The aim of this study is to suggest the development direction of future space management. It is not a simple question that why people visit specific place. People visit a place for escape from routine, to learn from other people, spend a time with their friends or lover, to take a rest and get some fresh idea, to relieve stress, and for shopping. It is depend on a various visit motivation with complicated a psychological phenomenon. Visitor participate in choice a specific place by various motivation and purpose. Generally, visitor motivation accepted understanding visitor behavior and process of selected a place. Understanding that why people visit specific place can use a marketing and policy making of visit place so we need to study about visitor motivation. Data were collected through offline surveys from 501 people who have visited four survey place. Empirically analyzed the determinations of visitor motivation and estimate the place by using Ordinal Logit Model.

Caprine Dermatitis Caused by Trichophyton mentagrophytes (Trichophyton mentagrophytes에 의한 염소의 피부염)

  • Pal Mahendra;Sukumaran K.;Sejra Anand Ram;Lee Chang Woo
    • Journal of Veterinary Clinics
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    • v.8 no.2
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    • pp.147-152
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    • 1991
  • Trichophyton mentagrophytes was described as a primary cause of mycotic dermatitis in two young goats housed together in a humid, ill-ventilated and unhygienic byre. The diagnosis in both the cases was established on the detection of fungal element in the skin scrapings by potassium hydroxide technique and isolation of the pathogen in pure growth on mycological medium at 30$^{\circ}C$. The lesions were found on the face of one kid and on the neck and ear of another one. Two adult goats housed in the same enclosure were found to be free from this disease. Further, there was no evidence of ringworm in the goat owner and his family members. Genetic crossing of both the isolates on modified sunflower seed medium indicated that they belonged to (―) mating type. Hair performation test revealed the keratolytic activity of both the strains of T. mentagrophytes. The public health significance and chemotherapy are also discussed. The question of source of infection could not be emphatically established.

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A Study on Cases of Difficulty Variables in High School Mathematics Items (고등학교 수학 문제의 난이도 요인 분석을 위한 사례 연구)

  • Lee, Kwang-Ho;Ko, Ho-Kyoung
    • Journal of the Korean School Mathematics Society
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    • v.13 no.2
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    • pp.323-343
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    • 2010
  • The purpose of the study was to analyze difficulty analyzed through a quantitative method examining rate of correct answerers to each questions in the side of difficulty that students solving questions felt by finding variables to predict difficulty of questions in an objective way, not in an intuitive way, and examining what variables difficulty that each student solving questions felt depended on. The study divided 6 students in the 3rd grade of a high school into a two-person group or a three-person group and observed their question-solving process the total 11times for three months from March, to May. The study an alyzed what variables difficulty that each student felt depended on through semi-structuralized interview. As a result, the study could see that difficulty of questions depended on contents, strangeness of material, behavioral range, type of questions and complexity of questions.

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Developing Tuned Mass Damper of Adjustable Damping Type to Control the Vibrations of Medical Robots (의료용 로봇의 미진동제어를 위한 가변감쇠형 동조질량감쇠기 기술 개발)

  • Cha, WoonYong;Chun, ChongKeun;Park, SangGon;Han, HyunHee
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.24 no.9
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    • pp.706-715
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    • 2014
  • Recently, the medical community has been enthusiastically welcoming robots that are able to provide high-quality medical services across the board, including assisting the surgeons during surgeries. In response, many higher education institutions and research facilities started to conduct various experiments and studies about these robots. During such research, it was discovered that the arm of one particular robot type that is being developed to assist surgeries are prone to vibrate even from the weakest impact, in addition to other residual vibration problems. We attempted to reduce such dynamic response by using a MF-TMD that is produced by adding magnetic fluid to ECD. We verified the MF-TMD's performance by testing it within various frequency bands and attenuations. We then designed a cantilever that was structurally similar to the robot's arm. We attached the MF-TMD to this cantilever and conducted a pilot experiment, which validated our hypothesis that MF-TMD will reduce the robot arm's vibrations through its optimal damping ratio. Henceforth, we attached the MF-TMD to the robot arm in question and conducted a performance experiment in which we tuned the MF-TMD's frequency and damping factor to its optimal level and measured the vibrations of the arm. The experiment demonstrated that the vibrations that occurred whenever the arms rotated were significantly reduced.

Stress Analysis of the Cylinder Block and the Valve Plate of the Swash Plate Type Oil Hydraulic Piston Pump (사판식 유압 픽스톤 펌프의 실린더블록과 밸브 플레이트의 응력해석)

  • Kim J. H.;Cho I. S.;Baek I. H.;Jung Jae-Youn;Oh Suk-Hyung
    • Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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    • 2004.11a
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    • pp.255-260
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    • 2004
  • Recently, the technologies related to the swash plate type oil hydraulic piston pump are requiring extreme technologies to overcome the limit of high efficiency in cope with high speed and pressure, and are devoted to compact the unit, to gain low noise level, and to adopt electronic technologies, and the question regarding to maximize the mechanical efficiency, that is, to minimize the torque loss by minimizing the leakage loss in the relative sliding region but these are in trade-off relation that tribological responding is very difficult. Cylinder block-valve pate in high speed relative sliding motion has the characteristics that should be extremely controlled for the optimization of these leakage loss and mechanical efficiency, and pressure resistance designing of them is important for high pressure performance. But, studies on the stress analysis of these parts have not been performed briskly, so in this paper the stress distribution and the region where the highest displacement appears are described through the static stress analysis using CATIA V5. Through the future studies on these theme, it has the purpose of finding the suitable materials for the other parts as well as cylinder block and valve plate, in cope with high pressure operation through the stress analysis with the most similar conditions for the practical operation.

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Insertional mutations exhibiting high cell-culture density HCD phenotypes are enriched through continuous subcultures in Chlamydomonas reinhardtii

  • Thung, Leena;He, Jing;Zhu, Qingling;Xu, Zhenyu;Liu, Jianhua;Chow, Yvonne
    • ALGAE
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    • v.33 no.1
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    • pp.127-141
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    • 2018
  • Low efficiency in microalgal biomass production was largely attributed to the low density of algal cell cultures. Though mutations that reduced the level of chlorophyll or pigment content increased efficiency of photon usage and thus the cell-culture density under high-illumination growth conditions (e.g., >$500{\mu}mol\;photon\;m^{-2}\;s^{-1}$), it was unclear whether algae could increase cell-culture density under low-illumination conditions (e.g., ${\sim}50{\mu}mol\;photon\;m^{-2}\;s^{-1}$). To address this question, we performed forward genetic screening in Chlamydomonas reinhardtii. A pool of >1,000 insertional mutants was constructed and subjected to continuous subcultures in shaking flasks under low-illumination conditions. Complexity of restriction fragment length polymorphism (RFLP) pattern in cultures indicated the degree of heterogeneity of mutant populations. We showed that the levels of RFLP complexity decreased when cycles of subculture increased, suggesting that cultures were gradually populated by high cell-culture density (HCD) strains. Analysis of the 3 isolated HCD mutants after 30 cycles of subcultures confirmed that their maximal biomass production was 50-100% higher than that of wild type under low-illumination. Furthermore, levels of chlorophyll content in HCD mutant strains were similar to that of wild type. Inverse polymerase chain reaction analysis identified the locus of insertion in two of three HCD strains. Molecular and transcriptomic analyses suggested that two HCD mutants were a result of the gain-of-function phenotype, both linking to the abnormality of mitochondrial functions. Taken together, our results demonstrate that HCD strains can be obtained through continuous subcultures under low illumination conditions.

The Influence of Service Recovery Fairness on Customers' Satisfaction and Intention to Repurchase: Focused on Purchasing Fashion Product at the Open Market and General Internet Shopping Mall (인터넷 쇼핑몰에서 서비스 회복 공정성이 고객의 만족과 재구매 의도에 미치는 영향: 오픈마켓과 종합 인터넷쇼핑몰을 중심으로)

  • Kim, Jungmi;Chae, Nari;Hwang, Sunjin
    • Journal of Fashion Business
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    • v.18 no.1
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    • pp.118-131
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    • 2014
  • The purpose of this study is to classify the service recovery fairness of internet fashion shopping mall depending on the type of shopping mall into 3 levels, and analyze their influence on customers' satisfaction and intention to repurchase. Data were collected from 271 customers who had made a complaint or raised a question about service among the customers, and was analyzed through AMOS 7.0. For hypothesis testing, a research model was set up in the form of structure equation model, and its suitability was investigated. The results of this research can be summarized as follows: First, in relation to the service recovery fairness at internet shopping mall, only the consequential fairness has a meaningful relationship with customer satisfaction. Second, it has been shown that the higher the customers' satisfaction with internet shopping mall, the more positive influence it has on intention to repurchase. Third, it has been shown that the influence of service recovery fairness on customers' satisfaction and intention to repurchase has a meaningful difference depending on the type of internet shopping mall. In other words, it has been shown that customer satisfaction is higher at open market than general internet shopping mall. In addition, it has been shown that in open market, only the consequential fairness has a meaningful influence, therefore it will be more effective to strengthen a strategy focused on economical rewards than other fields.