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Predicting Relationship Between Instagram Use and Psychological Variables During COVID-19 Quarantine Using Multivariate Techniques
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박채리 Chaery Park , 김종완 Jongwan Kim |
KJSES 26(4) 3-14, 2023 DOI : 10.14695/KJSOS.2023.26.4.3 |
ABSTRACT
Recently, the effect of using social media on psychological well-being has been highlighted. However, studies exploring factors that may predict the quality of social media relationships are relatively rare. The present study investigated whether social media activity and psychological states, such as loneliness and depression, can predict the quality of social media relationships during the COVID-19 quarantine period using a machine learning technique. Ninety-five participants completed a self-report survey on loneliness, Instagram activity, quality of social media relationships, and depression at different time points (during the self-isolation and after the release of self-isolation). Similarity analyses, including multidimensional scaling (MDS), representational similarity analysis (RSA), and classification analyses, were conducted separately at each point in time. The results of MDS revealed that time spent on social media and depression were distinguished from others in the first dimension, and loneliness and passive use were distinguished from others in the second dimension. We divided the data into two groups based on the quality of social media relationships (high and low), and we conducted RSA on each group. Findings indicated an interaction between the quality of the social media relationships and the situation. Specifically, the effect of self-isolation on the high-quality social media relationship group is more pronounced than that on the low-quality group. The classification results also revealed that the predictors of social media relationships depend on whether or not they are isolated. Overall, the results of this study imply that social media relationship could be well predicted when people are not in isolated situations.
keyword : Social Media Relationship, Instagram, Social Isolation, Representational Similarity Analysis, Classification, 소셜미디어 상에서의 관계, 인스타그램, 사회적 고립, 표상유사성분석, 분류분석
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A Preliminary Study on the Wellness-Enhancing Effect of an App for the Development of the Self-Life Coaching App
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김광용 Kwangyong Kim , 김종완 Jongwan Kim |
KJSES 26(4) 15-28, 2023 DOI : 10.14695/KJSOS.2023.26.4.15 |
ABSTRACT
Considering the necessity for individuals to check and manage their wellness to promote happiness, this study conducted preliminary research on the effect of wellness enhancement of the self-life coaching app. Thirty-six participants were randomly assigned to experimental groups 1 and 2 and a control group, respectively. In particular, the experimental groups were asked to perform self-life coaching for 4 weeks using a research app. Weekly feedback was provided to experimental group 1, but not to experimental group 2. The wellness index for workers (WIW) and the Korean wellness scale (KWS) were used as dependent variables. The analysis results of interaction effects between pre-, post-, and follow-up time points and groups reveal no statistically significant effects in both dependent variables, but the tendency of the effects was confirmed. Moreover, no difference was determined in terms of the presence or absence of weekly feedback in the experimental treatment effect. As a result of repeated measures variance analysis on KWS measured at five times, the wellness enhancement effect over time was statistically significant. Meanwhile, the polynomial trend analysis result confirmed the linear effect of the experimental treatment on wellness. The participation opinion survey also revealed that 84.2% of the participants perceived the activity to be helpful, and 78.9% responded that they would use it once every 1 or 2 weeks if the app is commercially available. This study is meaningful in that it suggests a methodology for utilizing the self-life coaching app so that anyone can use it to promote their wellness and partially confirms the effectiveness of this method.
keyword : Self-Life Coaching, Wellness, Korean Wellness Scale, Mental Health App, 셀프 라이프코칭, 웰니스, 한국형 웰니스 척도, 정신건강 앱
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Effects of Meteorological Conditions and Self-instruction on Anxiety and Performance of Helicopter Pilots in Flight
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김문성 Munseong Kim , 김신우 Shinwoo Kim , 이형철 Hyung-chul O. Li |
KJSES 26(4) 29-40, 2023 DOI : 10.14695/KJSOS.2023.26.4.29 |
ABSTRACT
Anxiety is known to upset the balance of the attentional system and prioritize the stimulus-driven system over the goal-directed system; however, self-instruction induces goal-directed behavior with the self-regulation effect. This study verified the effects of meteorological and self-instruction conditions on pilot anxiety and flight task performance for in-service pilots in a virtual reality environment. The meteorological conditions were divided into visual meteorological and very low visibility conditions, and the flight tasks were conducted by varying whether or not self-instruction was performed. The experiment results reveal that anxiety and heart rate were higher, and the performance of the flight task was lower in the very low visibility condition. However, anxiety and heart rate were lower, and the performance of the flight task was higher in the self-instruction condition. This result suggests that accidents due to difficulty in flight may increase because of anxiety, but such accidents may decrease because of flight performance improvement by self-instruction.
keyword : Very Low Visibility, Anxiety, Attentional Control Theory, Self-Instruction, Aircraft Accidents, 악기상, 불안, 주의 통제 이론, 자기 교시, 항공기 사고
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Performance and Stability Evaluation of Muscle Activation (EMG) Measurement Electrodes According to Layer Design
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구본학 Bon-hak Koo , 이동희 Dong-hee Lee , 김주용 Joo-yong Kim |
KJSES 26(4) 41-50, 2023 DOI : 10.14695/KJSOS.2023.26.4.41 |
ABSTRACT
This study aims to develop electromyography (EMG) textile electrodes and assess their performance and signal stability by examining variations in layer count and fabric types. We fabricated the electrodes through layering and pressing techniques, focusing on configurations with different layer counts (Layer-0, Layer-1, and Layer-2). Our findings indicate that layer presence significantly influences muscle activation measurements, with enhanced performance correlated with increased layer numbers. Subsequently, we created electrodes from five distinct fabrics (neoprene, spandex cushion, 100% polyester, nylon spandex, and cotton canvas), each maintaining a Layer-2 structure. In performance tests, nylon spandex fabric, particularly heavier variants, outperformed others, while the spandex cushion electrodes showed superior stability in muscle activation signal acquisition. This research elucidates the connection between electrode performance and factors like layer number and electrode-skin contact area. It suggests a novel approach to electrode design, focusing on layer properties and targeted pressure application on specific sensor areas, rather than uniformly increasing sleeve pressure.
keyword : EMG (Electromyography), Textile Sensors, Textile Layers, Fabric Properties, Biosignal Monitoring, Smart Healthcare, 텍스타일 센서, 텍스타일 레이어, 원단의 물성, 생채신호 모니터링, 스마트 헬스케어
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The Effects of Control Takeover Request Modality of Automated Vehicle and Road Type on Driver’s Takeover Time and Mental Workload
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윤남경 Nam-kyung Yun , 이재식 Jaesik Lee |
KJSES 26(4) 51-70, 2023 DOI : 10.14695/KJSOS.2023.26.4.51 |
ABSTRACT
This study employed driving simulation to examine how takeover request (TOR) information modalities (visual, auditory, and visual + auditory) in Level-3 automated vehicles, and road types (straight and curved) influence the driver’s control takeover time (TOT) and mental workload, assessed through subjective workload and heart rate variations. The findings reveal several key points. First, visual TOR resulted in the quickest TOT, while auditory TOR led to the longest. Second, TOT was considerably slower on curved roads compared to straight roads, with the greatest difference observed under the auditory TOR condition. Third, the auditory TOR condition generally induced lower subjective workload and heart rate variability than the visual or visual + auditory conditions. Finally, significant heart rate changes were predominantly observed in curved road conditions. These outcomes indicate that TOT and mental workload levels in drivers are influenced by both the TOR modality and road geometry. Notably, a faster TOT is associated with increased mental workload.
keyword : Automated Vehicle, Takeover Request Modality, Road Type, Takeover Time, Mental Workload, 자율주행 차량, 제어권 인수요구 정보양상, 도로 형태, 제어권 인수시간, 정신적 작업부하
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Verification Study on the Treasure #634 of Silla Face-Inlaid Glass Bead: Focusing on the Design and Cultural Symbolic Elements
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최미숙 Misuk Choi , 이효정 Hyo Jeong Lee , 나영주 Youngjoo Na |
KJSES 26(4) 71-92, 2023 DOI : 10.14695/KJSOS.2023.26.4.71 |
ABSTRACT
This study investigates the symbolism and meaning of the bead design, its relationship with the Silla culture, and the conditions of glass bead manufacturing to verify the theory of Silla’s production of Silla face-inlaid glass beads with excellent artistry and technology. The research method includes investigating the design analysis, ancient documents, myths, relics, glass, and metal production techniques. Moreover, Hongshan cultural relics and other cases of inlaid glass beads were collected. There are records in the literature that the people of Makhan, Buyeo and Silla of ancient Korea people considered beads as treasures and used them for accessories. It was confirmed that all the design elements of the bead-patterned hair topknot, golden crown, birds, and flower trees were closely related to the myth of Kim Al-ji of Silla, the oviparous tales and the sacred birds and divine beasts of the north. Moreover, the pattern and arrangements were found to be similar in other Silla relics. The origin of beads and face pendants was Hongsan culture, and a stone cast for beads was discovered in Bukpyo of Gojoseon, the lower-level culture of Hajiajeom. In addition, excavating inlaid glass beads from Sik-ri tombs of Korea and a face-inlaid glass bead from Toganmori tombs in Japan confirms the theory of Silla’s production. The fact that the Baekje people of ancient Korea had a glass bead manufacturing office in Japan in the fifth centuries suggests that the Silla people also had a manufacturing plant in Java, Indonesia, because this place was a crossroads of Silla’s Sea Silk Road and a source of raw materials and labors with a close relationship to Silla. Therefore, the face-inlaid glass bead was indeed self-made by Silla, who possessed the tradition of bead myths and hair topknot, and the high-level skills such as gold crowns and metal inlays.
keyword : Face-Inlaid Glass Bead, Sea Silk Road, Hair Topknot, Ornament, Bird & Flower, 인면 상감유리구슬, 해양실크로드, 상투, 금관장식, 화조도, 신수
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Conveying Emotions Through CMC: A Comparative Study of Memoji, Emoji, and Human Face
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Eojin Kim , Yunsun Alice Hong , Kwanghee Han |
KJSES 26(4) 93-102, 2023 DOI : 10.14695/KJSOS.2023.26.4.93 |
ABSTRACT
Emojis and avatars are widely used in online communications, but their emotional conveyance lacks research. This study aims to contribute to the field of emotional expression in computer-mediated communication (CMC) by exploring the effectiveness of emotion recognition, the intensity of perceived emotions, and the perceived preferences for emojis and avatars as emotional expression tools. The following were used as stimuli: 12 photographs from the Yonsei-Face database, 12 Memojis that reflected the photographs, and 6 iOS emojis. The results of this study indicate that emojis outperformed other forms of emotional expression in terms of conveying emotions, intensity, and preference. Indeed, the study findings confirm that emojis remain the dominant form of emotional signals in CMC. In contrast, the study revealed that Memojis were inadequate as an expressive emotional cue. Participants did not perceive Memojis to effectively convey emotions compared with other forms of expression, such as emojis or real human faces. This suggests room for improvement in the design and implementation of Memojis to enhance their effectiveness in accurately conveying intended emotions. Addressing the limitations of Memojis and exploring ways to optimize their emotional expressiveness necessitate further research and development in avatar design.
keyword : Computer Mediated Communication (CMC), Memoji, Emoji, Avatar, Emotion
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Cybersickness and Experience of Viewing VR Contents in Augmented Reality
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오지영 Jiyoung Oh , 진민성 Minseong Jin , 박시온 Zion Park , 송세윤 Seyoon Song , 전수빈 Subin Jeon , 이유정 Yoojung Lee , 신혜지 Haeji Shin , 김채연 Chai-youn Kim |
KJSES 26(4) 103-114, 2023 DOI : 10.14695/KJSOS.2023.26.4.103 |
ABSTRACT
Augmented reality (AR) and virtual reality (VR) differ fundamentally, with AR overlaying computer-generated information onto the real world in a nonimmersive way. Despite extensive research on cybersickness in VR, its occurrence in AR has received less attention (Vovk et al., 2018). This study examines cybersickness and discomfort associated with AR usage, focusing on the impact of content intensity and exposure time. Participants viewed 30-minute racing simulation game clips through AR equipment, varying in racing speed to alter content intensity. Cybersickness was assessed subjectively using the Simulator sickness questionnaire (SSQ; Kennedy et al., 1993). Findings revealed a progressive increase in cybersickness with longer exposure, persisting even after removing the AR equipment. Contrarily, content intensity did not significantly influence cybersickness levels. Analysis of the SSQ subscales revealed higher oculomotor (O) scores compared to nausea (N) and disorientation (D), suggesting that discomfort primarily stemmed from oculomotor strain. The study highlights distinct differences in user experience between AR and VR, specifically in subjective responses.
keyword : Augmented Reality, Cybersickness, Virtual Reality, Virtual Environments, Speed Perception, 증강현실, 사이버 멀미, 가상현실, 인체 영향성, 속도 지각
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Artificial Intelligence and Literary Sensibility
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손승희 Seunghee Sone |
KJSES 26(4) 115-124, 2023 DOI : 10.14695/KJSOS.2023.26.4.115 |
ABSTRACT
This study explores the intersection of literary studies and artificial intelligence (AI), focusing on the common theme of human emotions to foster complementary advancements in both fields. By adopting a comparative perspective, the paper investigates emotion as a shared focal point, analyzing various emotion-related concepts from both literary and AI perspectives. Despite the scarcity of research on the fusion of AI and literary studies, this study pioneers an interdisciplinary approach within the humanities, anticipating future developments in AI. It proposes that literary sensibility can contribute to AI by formalizing subjective literary emotions, thereby enhancing AI’s understanding of complex human emotions. This paper’s methodology involves the terminology-centered extraction of emotions, aiming to blend subjective imagination with objective technology. This fusion is expected to not only deepen AI’s comprehension of human complexities but also broaden literary research by rapidly analyzing diverse human data. The study emphasizes the need for a collaborative dialogue between literature and engineering, recognizing each field’s limitations while pursuing a convergent enhancement that transcends these boundaries.
keyword : Artificial Intelligence, Literary Studies, Human Emotions, Critical Structure, Narrative Technique, Ai and Literature Convergence, 인공지능, 문학 연구, 인간 감정, 비평 구도, 서사 기법, 인공지능과 문학 융합
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The Impact of Singing Bowl Healing on the Autonomic Nervous System and Brainwaves
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전윤경 Youn-kyung Jun , 이거룡 Geo-lyong Lee |
KJSES 26(4) 125-132, 2023 DOI : 10.14695/KJSOS.2023.26.4.125 |
ABSTRACT
This study investigated the effects of continuous Singing Bowl healing on brainwaves and autonomic nervous system responses. The variations in brainwaves were measured during 45-minute sessions in eight participants, before and after Singing Bowl healing sessions to assess the changes in brainwaves before and after five weeks of Singing Bowl healing treatment. BioBrain BIOS-S8 was used to obtain brainwave measurements. Electrodes were placed on six channels: F3, F4, T3, T4, P3, and P4. A standard limb lead I with electrodes was used for electrocardiogram (ECG) measurements. Using the collected brainwave data, changes in brain waves were observed before and after five weeks of Singing Bowl healing. Beta waves, alpha waves, and sensorimotor rhythm were found to have reduced, while theta waves, delta waves, and the standard deviation of normal-to-normal intervals in heart rate variability had increased. These results indicate that continuous Singing Bowl healing over five weeks can stabilize brainwaves, activate the autonomic nervous system, and increase the relaxation-inducing effects of the parasympathetic nervous system.
keyword : Singing Bowl, Brainwaves, Relaxation, Healing, Parasympathetic Nervous System, 싱잉볼, 뇌파, 이완, 힐링, 부교감신경
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