• 전자공학회논문지CI
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• 제40권1호
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• pp.19-29
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• 2003

본 논문은 인위적으로 생성된 가상 학습 데이터와 융합 분류기를 이용한 얼굴인식 알고리즘을 제안한다. 특징공간에서의 최근접 특징 선택 방법과 연결주의 모델에 기반한 서로 다른 형태의 분류기를 융합하여 통합효과를 얻도록 하였다. 두 분류기는 모두 학습 데이터의 공간적인 분포에 따라 생성된 가상 학습데이터를 이용하여 학습되고 이용된다. 첫째로, 특징 공간에서의 각 정보(Angular Infnrmation) 를 이용하는 최근접특징각(the Nearest Feature Angle : NFA)을 이용하여 저장된 학습데이터와 가장 근접한 것을 찾고, 둘째로, 질의(Query) 얼굴 특징 정보를 정면얼굴 영상의 특징정보로 투영하여 얻은 정보에 기반한 분류기의 결과를 이용한다. 정면영상 특징정보로의 투영은 다층 신경망을 이용하여 정면 회상망(Frontal Recall Network)을 구현하였고, 이것을 여러 개 묶어 앙상블 네트웍으로 구성한 Ensemble 회상망(Ensemble Recall Network)을 사용하여 일반화 성능을 향상시켰다. 끝으로, 각 분류기의 결과에 따라 융합 분류기가 최종 결과를 선택하도록 하였다. 제안된 알고리즘을 6 종류의 서고 다른 학습/시험데이터 군에 적용하여 평균 96.33%의 인식률을 얻었다. 이것은 특징라인에 기반한 방법(the Nearest Feature Line) 평균 에러율의 61.2% 이며, 단일 분류기를 사용한 경우 보다 안정된 견과를 얻고 있다.

• 한국산업정보학회논문지
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• 제13권3호
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• pp.38-53
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• 2008

본 연구는 가상 커뮤니티에서 지식공유 행동에 영향을 미치는 동기부여 요인을 파악하는데 목적을 두고 있다. 이를 위해 사회적 인지 이론의 자기효능감, 커뮤니티 관련 기대성과 요인과 사회적 교환이론의 부호화 노력, 이미지, 상호호혜성, 타인을 돕는 즐거움요인을 통합하여 연구모델을 제안하였다. 246개의 자료를 수집하였으며, 단순회귀분석과 다중회귀분석을 사용하여 통계분석을 실시하였다. 그 결과 자기효능감은 이미지, 상호호혜성, 타인을 돕는 즐거움, 커뮤니티 관련 기대성과에 유의적인 영향을 미치는 것으로 나타났으며, 따라서 자기효능감은 지식공유 행동에 간접적인 영향이 있는 것으로 밝혀졌다. 지식공유 행동의 선행 요인 중 부호화노력, 타인을 돕는 즐거움, 커뮤니티 관련 기대성과는 유의적인 영향을 미치는 것으로 나타났으나 이미지와 상호호혜성은 유의하지 않은 것으로 나타났다. 본 연구의 검증 결과는 향후 가상커뮤니티를 활성화시키기 위한 지식공유와 관련하여 전략적 시사점을 도출하였다.

• 디지털융복합연구
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• 제20권2호
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• pp.317-323
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• 2022

본 연구는 3차원 가상모형을 이용하여 하악 제2소구치 교두 변이 양상을 정성적으로 분석하고, 교두 변이에 따른 치아 표면적의 정량적 분석과 함께 좌·우측 대칭성을 분석하고자 하였다. 127개의 하악 제2소구치 가상치아를 준비한 후, RapidForm2004(INUS technology INC, Seoul, Korea)을 이용하여 각 교두의 절대적/상대적 단면적, 전체 치관 단면적, 교합면의 중심구 형태 등을 분석하였다. 통계방법은 Independent t-test, Kruskal-Wallis test 및 교차분석을 시행하였다. 연구 결과, 중심구의 형태는 양측간 높은 대칭성을 보였다. 좌측에서 U 형태이면 우측도 100.0% U 형태를 나타냈으며, 나머지 H 형태와 Y 형태는 각각 73.7%, 78.9% 비율로 양측간 동일한 중심구 형태를 나타냈다(p<.001). 본 연구에서 얻은 결과는 CAM/CAM을 이용한 보철물 제작 시 참고자료로 활용이 가능할 것이며, 향후 맹출 직후의 하악 제2소구치를 포함한 더 많은 샘플을 대상으로 한 후속연구가 이루어지기를 기대한다.

• Asian Pacific Journal of Cancer Prevention
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• 제14권2호
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• pp.903-907
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• 2013

Primary screening by HPV DNA testing is an effective method for reducing cervical cancer and has proven more sensitive than cytology. To advance this approach, many molecular methods have been developed. Hybrid capture 2 provides semi-quantitative results in ratios of relative light units and positive cutoff values (RLU/PC). Twenty-five thousand and five patients were included in this study to analyze the correlation between the ratio of RLU/PC and stage of cervical dysplasia. The results show that the RLU/PC ratios ranged from 0-3500 while almost normal cases, ASC-US and ASC-H, had values below 200. Of those samples negative for cytology markers, 94.6% were normal and their RLU/PC ratios were less than 4. With an RLU/PC ratio greater than 4 and less than or equal to 300, the percentages in all age groups were normal 53.6%, LSIL 20.2%, ASC-US 17.2%, HSIL 6.13%, ASC-H 2.72%, and AGC 0.11%, respectively. In contrast, 64.0% of samples with a RLU/PC ratio greater than 300 and less than or equal to 3500 were LSIL. These results should contribute to cost effective cervical cancer management strategies. Further studies of associations with particular HPV genotypes would be useful to predict the risk of progression to cancer.

• 한국의류학회지
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• 제38권6호
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• pp.896-912
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• 2014

This study analyzed the reality of avatar size when it was automatically changed by different height and waist circumference inputs. This study focused on analyzing 22 of 28 avatar parts created by the 3D Clo virtual fitting program, based on the height and 'waist circumference of 2,247 woman samples from the $6^{th}$ Size Korea survey data. The 'waist back L'. and 'bishoulder L'. of the avatars were shorter than the bodies; however, the avatars' 'waist H'. and 'arm L'. were longer. Differences between the avatar and body increased in the taller groups. The body proportion of tall avatars was more distorted than small avatars. There were also some exaggerations in some circumferences. The 'bust C'. of the avatar was larger in the group with thin upper torsos; however, the 'hip C'. and 'upper arm C'. were larger in the group with thick upper torsos. The avatar torso silhouette of each somatotype was not representative of the real body silhouette as the 'hip C'. and 'bust C'. always increased together.

• The Plant Pathology Journal
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• 제39권1호
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• pp.149-157
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• 2023

Phytoplasmas were discovered in diseased Elaeocarpus sylvestris trees growing on Jeju Island that showed symptoms of yellowing and darkening in the leaves. Leaf samples from 14 symptomatic plants in Jeju-si and Seogwipo-si were collected and phytoplasma 16S rRNA was successfully amplified by nested polymerase chain reaction using universal primers. The sequence analysis detected two phytoplasmas, which showed 99.5% identity to 'Candidatus Phytoplasma asteris' and 'Ca. P. malaysianum' affiliated to 16SrI and 16SrXXXII groups, respectively. Through polymerase chain reaction-restriction fragment length polymorphism (RFLP) analyses using the AfaI (RsaI) restriction enzyme, the presence of two phytoplasmas strains as well as cases of mixed infection of these strains was detected. In a virtual RFLP analysis with 17 restriction enzymes, the 16S rRNA sequence of the 'Ca. P. asteris' strain was found to match the pattern of the 16SrI-B subgroup. In addition, the phytoplasmas in the mixed-infection cases could be distinguished using specific primer sets. In conclusion, this study confirmed mixed infection of two phytoplasmas in one E. sylvestris plant, and also the presence of two phytoplasmas (of the 16SrI and 16SrXXXII groups) in Jeju Island (Republic of Korea).

• 한국의류학회지
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• 제48권4호
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• pp.774-792
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• 2024

Unlike traditional retail formats, the metaverse offers diverse shopping experiences, ranging from content that mimics reality to content that transcends reality based on its characteristic of virtuality. This study elaborates on the concept of virtuality within store environments and investigates how the virtuality level of a metaverse store influences consumers' creative consumption by mediating the flow experience. Additionally, it examines the interaction effect of creative product-seeking tendencies and individual characteristics on the relationship between flow experience and creative consumption behavior. A web-based experiment was conducted on young Korean female adults who experienced metaverse shopping. Ninety-one samples were analyzed using exploratory factor and bootstrap analyses with SPSS Macro process Models 4 and 14. The findings demonstrate that store virtuality (low vs. high) increases consumers' purchase intentions of creative fashion items by enhancing their flow toward the shopping experience. Furthermore, the effect of flow experience on creative consumption is strengthened when consumers have low creative product-seeking tendencies. This study contributes to expanding the concept of virtuality in virtual retailing and provides insights for fashion retailers planning to create virtual shopping spaces within the metaverse platform.

• 한국콘텐츠학회논문지
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• 제17권10호
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• pp.179-189
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• 2017

본 연구는 지각된 가치를 이론적 배경으로, 가상개인비서 기기의 소프트웨어와 하드웨어적 특성을 고려해 잠재 고객들의 사용 의도를 설명 할 수 있는 연구 모형을 제안하였다. 313명의 잠재 고객들을 대상으로 설문조사를 진행하였고 부분최소자승법(Partial Least Square, PLS)을 통해 연구모형 및 가설들을 검증하였다. 결과적으로 지각된 가치, 지각된 유용성, 지각된 유희성, 콘텐츠 품질, 시각적 매력도 모두 가상개인비서 기기 수용에 긍정적인 영향을 미치는 것으로 밝혀졌다. 따라서 가상개인비서 기기 제조업체는 잠재 고객들의 사용 의도를 높이기 위해 실용적 기능 뿐 아니라 흥미를 유발시킬 수 있는 오락적 기능 개발에도 집중해야 하며, 개방형 개발 생태계를 구축해 다양한 어플리케이션들을 효율적으로 개발 관리할 필요가 있다. 기술적 특성이나 사용 패턴에 대한 분석이 대부분이었던 기존 연구와 달리 본 연구는 가상개인비서 기기의 소비자 수용을 실증적으로 연구한 것에 의의가 있으며 향후 보안/프라이버시 위험 등을 고려한 후속 연구들의 기반이 될 것이다.

• Journal of Korean Dental Science
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• 제7권2호
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• pp.66-79
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• 2014

Purpose: To analyze the amount and pattern of tooth movement and the changes in arch dimension of mandibular dentition after orthodontic treatment using a new three-dimensional (3D)-indirect superimposition method. Materials and Methods: The samples consisted of fifteen adult patients with class I bialveolar protrusion and minimal anterior crowding, treated by extraction of four first premolars with conventional sliding mechanics. After superimposition of 3D-virtual maxillary models before and after treatment using best-fit method, 3D-virtual mandibular model at each stage was placed into a common coordinate of superimposition using 3D-bite information, which resulted in 3D-indirect superimposition for mandibular dentition. The changes in mandibular dental and arch dimensional variables were measured with Rapidform 2006 (INUS Technology). Paired t-test was used for statistical analysis. Result: The anterior teeth moved backward, displaced laterally, and inclined lingually. The posterior teeth showed statistically significant contraction toward midsagittal plane. The amounts of backward movement of anterior teeth and forward movement of posterior teeth showed a ratio of 6 : 1. Although the inter-canine width increased slightly (0.8 mm, P<0.05), the inter-second premolar, inter-first molar, and inter-second molar widths decreased significantly with similar amounts (2.2 mm, P<0.05; 2.3 mm, P<0.01; 2.3 mm, P<0.001). The molar depth decreased (6.7 mm, P<0.001) but canine depth did not change. Conclusion: A new 3D-indirect superimposition of the mandibular dentitions using best-fit method and 3D-bite information can present a guideline for virtual treatment planning in terms of tooth position and arch dimension.

• International Journal of Computer Science & Network Security
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• 제21권3호
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• pp.219-228
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• 2021

The adoption of new technology in any organization will represent change, and such change needs user acceptance for its successful implementation. Saudi Arabian health centers are no exception; therefore, the current study will investigate the adoption of new technology, namely that of virtual reality (VR), within health centers in Saudi Arabia and specifically in Riyadh City. This study explores the current state of VR technology adoption, factors that influence such adoption, and the extent of this technology's efficiency when it is used for vaccinating children. The data were collected from two samples: workers in vaccination clinics who responded to a survey and a group of children who participated in the VR technology experiment. The current study proposed a model based on the unified theory of acceptance and use of technology 2 (UTAUT2), with the addition of two variables: personal innovativeness and satisfaction. The results indicated that the respondents' perceptions regarding the health centers' infrastructure in terms of adopting VR were moderate. Among the factors affecting VR adoption, satisfaction, personal innovativeness, and behavioral intention were identified as vastly influential factors. From the eight hypotheses, six were found to be supported, with their factors significantly influencing behavioral intention with regard to VR technology adoption. Besides, the experiment concerning the use of VR technology on children verified the technique's high efficiency in terms of providing pain management and fear removal. These findings support the continuity of VR technology use, expand its future application fields, and integrate this study into the literature on technology acceptance models for VR adoption, as limited studies have covered this topic; consequently, this will benefit future research in this field.