• Title/Summary/Keyword: 피드백 보상

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Understanding of Generative Artificial Intelligence Based on Textual Data and Discussion for Its Application in Science Education (텍스트 기반 생성형 인공지능의 이해와 과학교육에서의 활용에 대한 논의)

  • Hunkoog Jho
    • Journal of The Korean Association For Science Education
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    • v.43 no.3
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    • pp.307-319
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    • 2023
  • This study aims to explain the key concepts and principles of text-based generative artificial intelligence (AI) that has been receiving increasing interest and utilization, focusing on its application in science education. It also highlights the potential and limitations of utilizing generative AI in science education, providing insights for its implementation and research aspects. Recent advancements in generative AI, predominantly based on transformer models consisting of encoders and decoders, have shown remarkable progress through optimization of reinforcement learning and reward models using human feedback, as well as understanding context. Particularly, it can perform various functions such as writing, summarizing, keyword extraction, evaluation, and feedback based on the ability to understand various user questions and intents. It also offers practical utility in diagnosing learners and structuring educational content based on provided examples by educators. However, it is necessary to examine the concerns regarding the limitations of generative AI, including the potential for conveying inaccurate facts or knowledge, bias resulting from overconfidence, and uncertainties regarding its impact on user attitudes or emotions. Moreover, the responses provided by generative AI are probabilistic based on response data from many individuals, which raises concerns about limiting insightful and innovative thinking that may offer different perspectives or ideas. In light of these considerations, this study provides practical suggestions for the positive utilization of AI in science education.

Compensation of OFDM Signal Degraded by Phase Noise and IQ Imbalance (위상 잡음과 직교 불균형이 있는 OFDM 수신 신호의 보상)

  • Ryu, Sang-Burm;Kim, Sang-Kyun;Ryu, Heung-Gyoon
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.19 no.9
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    • pp.1028-1036
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    • 2008
  • In the OFDM system, IQ imbalance problem happens at the RF front-end of transceiver, which degrades the BER(bit error rate) performance because it affects the constellation in the received signal. Also, phase noise is generated in the local oscillator of transceivers and it destroys the orthogonality between the subcarriers. Conventional PNS algorithm is effective for phase noise suppression, but it is not useful anymore when there are jointly IQ(In-phase and Quadrature) imbalance and phase noise. Therefore, in this paper, we analyze the effect of IQ imbalance and phase noise generated in the down-conversion of the receiver. Then, we estimate and compensate the IQ imbalance and phase noise at the same time. Compared with the conventional method that IQ imbalance after IFFT is estimated and compensated in front of FFT via the feedback, this proposed method extracts and compensates effect of IQ imbalance after FFT stage. In case IQ imbalance and phase noise exist at the same time, we can decrease complexity because it is needless to use elimination of IQ imbalance in time domain and training sequences and preambles. Also, this method shows that it reduces the ICI and CPE component using adaptive forgetting factor of MMSE after FFT.

Improvement of Thermal Stability of Optical Current Sensors Based on Polymeric Optical Integrated Circuits for Quadrature Phase Interferometry (사분파장 위상 간섭계 폴리머 광집적회로 기반 광전류센서의 온도 안정성 향상 연구)

  • Chun, Kwon-Wook;Kim, Sung-Moon;Park, Tae-Hyun;Lee, Eun-Su;Oh, Min-Cheol
    • Korean Journal of Optics and Photonics
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    • v.30 no.6
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    • pp.249-254
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    • 2019
  • An optical current sensor device that measures electric current by the principle of the Faraday effect was designed and fabricated. The polarization-rotated reflection interferometer and the quadrature phase interferometer were introduced so as to improve the operational stability. Complex structures containing diverse optical components were integrated in a polymeric optical integrated circuit and manufactured in a small size. This structure allows sensing operation without extra bias feedback control, and reduces the phase change due to environmental temperature changes and vibration. However, the Verdet constant, which determines the Faraday effect, still exhibits an inherent temperature dependence. In this work, we tried to eliminate the residual temperature dependence of the optical current sensor based on polarization-rotated reflection interferometry. By varying the length of the fiber-optic wave plate, which is one of the optical components of the interferometer, we could compensate for the temperature dependence of the Verdet constant. The proposed optical current sensor exhibited measurement errors maintained within 0.2% over a temperature range, from 25℃ to 85℃.

Design of a CCM/DCM dual mode DC-DC Buck Converter with Capacitor Multiplier (커패시터 멀티플라이어를 갖는 CCM/DCM 이중모드 DC-DC 벅 컨버터의 설계)

  • Choi, Jin-Woong;Song, Han-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.9
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    • pp.21-26
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    • 2016
  • This paper presents a step-down DC-DC buck converter with a CCM/DCM dual-mode function for the internal power stage of portable electronic device. The proposed converter that is operated with a high frequency of 1 MHz consists of a power stage and a control block. The power stage has a power MOS transistor, inductor, capacitor, and feedback resistors for the control loop. The control part has a pulse width modulation (PWM) block, error amplifier, ramp generator, and oscillator. In this paper, an external capacitor for compensation has been replaced with a multiplier equivalent CMOS circuit for area reduction of integrated circuits. In addition, the circuit includes protection block, such as over voltage protection (OVP), under voltage lock out (UVLO), and thermal shutdown (TSD) block. The proposed circuit was designed and verified using a $0.18{\mu}m$ CMOS process parameter by Cadence Spectra circuit design program. The SPICE simulation results showed a peak efficiency of 94.8 %, a ripple voltage of 3.29 mV ripple, and a 1.8 V output voltage with supply voltages ranging from 2.7 to 3.3 V.

A Case study of "Branded Contents" applied Gamification concepts (게이미피케이션 개념을 적용한 브랜디드 콘텐츠 사례 연구)

  • Na, Ji Young;Park, Young Il;Kim, Hye Bin
    • Journal of Korea Game Society
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    • v.16 no.5
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    • pp.45-56
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    • 2016
  • This paper researches on the cases wherein the concept of gamification is applied to branded content. Gamification is the application of game elements to non-game fields, and it is being actively utilized in the areas of education, marketing, medical, sports, and shopping. Especially, the concept of gamification is applied to branded content and wherein marketing (advertisements) are expanded into entertainment content. This paper studies the methods on how the concept of gamification affects marketing, and application in the expansion of branded content into entertainment content. To achieve this, this paper looked into the concepts and characteristics of gamification and branded content, and analyzed the methods on how the elements of game (goal, competition, feedback, reward) were applied to five kinds of real cases. Finally, this paper verified that gamification is an efficient method of extending branded content into entertainment content.

The Effects of Virtual Reality Therapy With Compensation Inhibition and Feedback on Upper Extremity Function in Hemiplegic Patients With Chronic Stroke (보상작용 억제와 피드백을 제공한 가상현실 치료가 만성 뇌졸중 편마비 환자의 상지기능에 미치는 영향)

  • Chon, Seung-Chul;Chang, Ki-Yeon
    • Physical Therapy Korea
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    • v.18 no.2
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    • pp.67-75
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    • 2011
  • The purpose of this study was to investigate the effects of virtual reality (VR) therapy with compensation inhibition and feedback (CIF) on upper extremity function in chronic stroke patients. Seven chronic stroke patients participated in this study, which was a randomized controlled trial with a crossover design. Self upper extremity exercise, conservative VR therapy, and VR therapy with CIF were performed for one hour per session, 5 times per week, over a 3 week period. The main outcome measures involved range of motion (ROM) including shoulder, elbow, and wrist joints, a Manual Function Test (MFT), and a Motor Activity Log (MAL). Data were calculated as posttest and pretest changes in every session and were analyzed using Friedman and Wilcoxon signed-rank tests at p<.05. The results were as follows: 1) Statistically significant increase in ROM measurements of shoulder and elbow joints were seen with VR therapy with CIF compared to VR therapy and self upper extremity exercise (p<.05), whereas no significant increasing was noted for the wrist joint (p>.05). 2) Statistically significant increase in the MFT was seen with VR therapy with CIF compared with VR therapy and self upper extremity exercise (p<.05). 3) VR therapy with CIF also resulted in statistically significant increase in both activity of use (AOU) (p<.05) and quality of movement (QOM) (p<.05) on the MAL test when compared with VR therapy and self upper extremity exercise, respectively. In conclusion, VR therapy with CIF was more effective than conservative VR therapy and self upper extremity exercise in improving the upper extremity function in hemiplegic patients with chronic stroke.

Beamforming Games with Quantized CSI in Two-user MISO ICs (두 유저 MISO 간섭 채널에서 불완전한 채널 정보에 기반한 빔포밍 게임)

  • Lee, Jung Hoon;Lee, Jin;Ryu, Jong Yeol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.7
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    • pp.1299-1305
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    • 2017
  • In this paper, we consider a beamforming game between the transmitters in a two-user multiple-input single-output interference channel using limited feedback and investigate how each transmitter is able to find a modified strategy from the quantized channel state information (CSI). In the beamforming game, each of the transmitters (i.e., a player) tries to maximize the achievable rate (i.e., a payoff function) via a proper beamforming strategy. In our case, each transmitter's beamforming strategy is represented by a linear combining factor between the maximum ratio transmission (MRT) and the zero forcing (ZF) beamforming vectors, which is the Pareto optimal achieving strategy. With the quantized CSI, the transmitters' strategies may not be valid because of the quantization errors. We propose a modified solution, which takes into account the effects of the quantization errors.

Estimation of I/Q Imbalance Parameters for Repeater using Direct Conversion RF with Low Pass Filter Mismatch (저역 통과 필터 불일치를 포함한 직접 변환 RF 중계기의 I/Q 불균형 파라미터 추정)

  • Yun, Seonhui;Lee, Kyuyong;Ahn, Jaemin
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.2
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    • pp.18-26
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    • 2015
  • In this paper, we studied the method for analyzing and estimating the parameters that induce I/Q imbalance in the repeater using direct conversion RF. In repeater, amplitude, phase, and filter mismatch are generated in the receiving-end which converts RF signal to baseband signal. And amplitude and phase mismatch are generated in the transmitting-end which converts baseband signal to RF signal. Accordingly, we modeled the parameters that cause I/Q imbalance in the structure of the repeater in order, and proposed a feedback test structure from the transmitting-end to the receiving-end for estimating the corresponding parameters. By comparing the test transmitting signal and received signal, it is possible to estimate the I/Q imbalance parameters which occurred from mixed components of real and imaginary part. And it was confirmed that I/Q imbalance phenomenon has been properly compensated with estimated parameters at the direct conversion RF repeater.

Implementation of Web-based Learning Tool using Skemp's Theory and Its applications to Multiplication and Division Operations in Elementary School Math Education (Skemp 이론을 적용한 웹기반 학습도구 구현 및 초등학교 수학 교육의 곱셈과 나눗셈 영역으로의 적용)

  • Song, Ui-Sung;Park, Eun-Kyeong;Park, So-Young;Gil, Joon-Min
    • Journal of The Korean Association of Information Education
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    • v.14 no.4
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    • pp.517-525
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    • 2010
  • Because the existing Skemp's play activities learning has only been done on the offline, the hassles of learning paper production, the understanding of achievement levels, and the difficulty of feedback and compensation have been pointed out as a serious problem. Therefore, the aim of this study is to develop web-based learning tool applied the Skemp's play activities for elementary school students who learn mathematical skills easily in the web environment. To demonstrate the effectiveness of implemented web-based learning tool, we have analyzed questionnaire survey conducted for academic achievement of the third grade elementary school students. The analysis results show that for improving the ability of multiplication and division operation, the learning using web-based tool applied the Skemp's play activities is more effective than the learning based on the existing educational process and the result is statistically significant at the 5% significance level.

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The Determinants of Organizational Cynicism of Hospital Nurses and Its Mediating Effect on the Organizational Effectiveness (병원간호사의 조직냉소주의 영향요인 및 조직효과성에 대한 매개효과 검증)

  • Lee, Ju-Hyun;Jeong, Ae-Suk;Seo, Youngjoon
    • The Journal of the Korea Contents Association
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    • v.16 no.7
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    • pp.575-586
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    • 2016
  • The purpose of this study was to investigate the influential factors of organizational cynicism of nurses in hospitals, and to examine data contributing the effective organizational management and the organizational effectiveness. Data were collected from 320 nurses working in a hospital in 2005. A total of 295 questionnaires were analyzed by the SPSS WIN 21.0. The leadership, job interdependence, job stress, positive and negative affectivity had significant effect on the organizational cynicism of hospital nurses. Also, the organizational cynicism had significant mediating effects on job satisfaction and organization commitment, and organizational climate showed significant indirect effects on the job satisfaction and organizational commitment. In conclusion, hospital managers and nursing directors need to adopt following strategies; open communication, friendly feedback, trust among staff, co-operation between departments and intra-departments, sharing information, creating joyful organizational climate, adequate organizational supports, fair compensation, and favorable organizational culture.