• Title/Summary/Keyword: 유사패턴

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Analysis technique to support personalized music education based on learner and chord data (맞춤형 음악 교육을 지원하기 위한 학습자 및 코드 데이터 분석 기법)

  • Jung, Woosung;Lee, Eunjoo
    • Journal of the Korea Convergence Society
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    • v.12 no.2
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    • pp.51-60
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    • 2021
  • Due to the growth of digital media technology, there is increasing demand of personalized education based on context data of learners throughout overall education area. For music education, several studies have been conducted for providing appropriate educational contents to learners by considering some factors such as the proficiency, the amount of practice, and their capability. In this paper, a technique has been defined to recommend the appropriate music scores to learners by extracting and analyzing the practice data and chord data. Concretely, several meaningful relationships among chords patterns and learners were analyzed and visualized by constructing the learners' profiles of proficiency, extracting the chord sequences from music scores. In addition, we showed the potential for use in personalized education by analyzing music similarity, learner's proficiency similarity, learner's proficiency of music and chord, mastered chords and chords sequence patterns. After that, the chord practice programs can be effectively generated considering various music scores using the synthetically summarized chord sequence graphs for the music scores that the learners selected.

Effective Handwriting Verification through DTW and PCA (DTW와 PCA에 기반한 효과적인 필적 검증)

  • Jang, Seok-Woo;Huh, Moon-Haeng;Kim, Gye-Young
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.7
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    • pp.25-32
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    • 2009
  • In this paper, we propose a new handwriting verification method using pattern analysis in off-line environments. The proposed method first segments character regions in a document and extracts effective features from the segmented regions. It then estimates the similarity between the extracted non-linear features and reference ones by using dynamic time warping and principal component analysis. Our handwriting verification method extracts handwriting features effectively and enables the verification of handwriting with various lengths of features as well as ones of short patterns. The experimental results show that our method outperforms others in terms as accuracy. We expect that the proposed method will automate the manual handwriting verification tasks and provide much objectivity on handwriting identification.

Hordein Fingerprinting for Cultivar Discrimination in National List of Barley (Hordein 분석을 통한 보리 국가목록등재품종의 품종식별)

  • 소은희;고은별;최수정;이종호;송인호
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.49 no.3
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    • pp.256-260
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    • 2004
  • A major challenge facing those involved in the testing of new plant varieties for distinctness, uniformity and stability (DUS) is the need to compare new varieties against all those of common knowlege (reference varieties). One possible approach would be to group new (candidate) varieties and reference varieties using descriptions stored in databases prior to further of official test. testing. This study was carried out to manage a reference variety collection by databasing of hordein profiling. For this purpose, hordein subunits of the 48 National list barley (Hordeum vulgare L) cultivars were analysed. Total 22 of clear scorable hordein subunits were identified from D-subunit to B-subunit region and fifteen different hordein polypeptide patterns were obtained. Based on hordein subunit band pattern, UPGMA cluster analysis was conducted. Forty-eight cultivars were separated into three groups and genetic distance of cluster ranging from 0.55 to 1.00. Hordein subunits have a potential of selecting similar varieties compared with candidate varieties by controlling reference variety collection and playing an important complemental role in cultivar distinctness.

A Study on Estimation of the Sound Speed of Seabed from the Frequency-dependent Interference Pattern of Broadband Signal (광대역 신호의 주파수 영역 간섭 패턴을 이용한 해저면 음속 추정 연구)

  • 이성욱;한주영;김남수;나정열;박정수
    • The Journal of the Acoustical Society of Korea
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    • v.22 no.7
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    • pp.554-561
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    • 2003
  • Results of the numerical simulation and experimental data analysis for identification of mode cutoff frequency and estimation of sound speed of seabed from the spectrum of acoustic signal received at fixed source-receiver range are presented. Model simulations for Pekeris waveguide show that the frequency-dependent propagation loss and interference pattern are closely related to mode cutoff frequencies and it could be possible to the identify them from the changes of interference pattern. The concept considered at numerical simulations is applied to signals acquired at sea test. Cutoff frequency and sound speed of seabed are estimated from the interference pattern of measured signal. Propagation loss predicted using the estimated sound speed of seabed as model input parameter shows similar estimation result compared to propagation loss derived from measured data.

On-Line Recognition of Cursive Hangeul by Extended DP Matching Method (擴張된 DP 매칭법에 依한 흘림체 한글 온라인 認識)

  • Lee, Hee-Dong;Kim, Tae-Kyun;Agui, Takeshi;Nakajima, Masayuki
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.1
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    • pp.29-37
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    • 1989
  • This paper presents an application of the extended DP matching method to the on-line recognition of cursive Hangeul (Korean characters). We decrease the number of matching's objects by performing rough classification matching which makes the best use of features in the first and the last segment of Hangeul. By adding the extraction function of the basic character patterns to DP matching method, we try to calculate precisely the difference among Hangeul. The extraction of the basic character patterns is done by examining the features of segments in character. Applying the extended DP matching method to the on-line recognition of cursive Hangeul, absorption of writing motion and stable separation of strokes can be performed with flexibility.

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An Empirical Study on the Logistics Service Performance by Innovation Patterns (경영혁신 패턴 분석을 활용한 물류서비스성과에 관한 실증연구)

  • Lee, Sang-Hoon;Jeon, Jae-Woan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.2
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    • pp.402-415
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    • 2016
  • Most firms have great interest in their innovations, but they have no interest in the patterns of innovation. In particular, firms using the benchmarking method have a tendency to use the same method, which is very dangerous for management. Analyzing the innovation pattern is more important than to benchmark the leading company, because of the differences in the situation of all companies, such as an environment, competition, market, etc. This paper used the Grew & Scott's model, in which each firm has a different innovation pattern for valuable management performance. This study focused on service companies in logistics and aimed to contribute to the logistics industry

A Variable Business Component Development and Case Study Using a Rule Based Analysis Pattern and UML Components (규칙기반 분석 패턴과 UML Components을 사용한 가변적인 비즈니스 컴포넌트 개발과 적용 사례)

  • Lee, Yong-Hwan;Min, Dug-Ki
    • The KIPS Transactions:PartD
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    • v.13D no.7 s.110
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    • pp.947-958
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    • 2006
  • In order to increase extensibility and reusability of business components, the variable things need to be analyzed from the analysis phase and identified as components. In this paper, we propose a rule-based analysis pattern, which can effectively extract object-based main concepts from a variable business process in the analysis phase and identify a variable business component by applying the pattern to the UML Components development process. It can make analysis artifacts consistent and readable for analysts with different level of knowledge and experience to apply the pattern to analysis of rule-based variable business processes. And also, variable business components can be easily identified by applying the pattern to the UML Components development process. In order to prove the feasibility of the pattern, we have applied the pattern the deposit and import/export subsystem of the banking domain. According to our experience, we can make the same business conceptual models between the deposit and import/export subsystem due to the main concepts suggested by the pattern and effectively identify a variable business components in the UML Components development process.

Automatic Design of FSS with Arbitrary Pattern (임의의 패턴을 갖는 FSS의 자동 설계)

  • Shim, Hyung-Won;Lee, Ji-Hong;Seo, Il-Song;Kim, Geun-Hong
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.45 no.2
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    • pp.127-136
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    • 2008
  • This paper proposes the efficient system for automatic design of FSS(Frequency Selective Surface) with periodic pattern and frequency characteristics specified by operator. The proposed system derives optimal design parameters through tool for analysis of FSS with arbitrary pattern, DB(Data Base) implemented from limited simulation and measurement data of FSS, and GA(Genetic Algorithm) for optimizing design parameters. FSS analysis tool consists of two analysis tools. One is the simulator for analysis of monolayer FSS that using moment method, another is the tool with approximated analysis method of FSS with dielectric layer. Given pattern configuration and characteristics specified by operators, the DB system searches the best matching FSS, and provides initial genes to GA from the searched parameters, which drastically reduces running time of GA for finding the FSS design parameters. In this paper, the proposed design system is verified through simulation and measurement about FSS with various patterns.

Study on the Beam Pattern Compensation with Planar Active Phased Array Antenna (평면형 능동위상 배열안테나 빔 패턴 보상에 관한 연구)

  • Chon, Sang-Mi;Na, Hyung-Ki;Ahn, Chang-Soo;Kim, Seon-Joo
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.25 no.2
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    • pp.217-222
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    • 2014
  • This paper discusses about the beam pattern distortion caused by the failures of some antenna modules in the active array antenna and analyses the possibility of improvement through applying the beam pattern compensation method previously studied. The beam pattern distortion which is mostly represented as an increase of the sidelobe level, can be suppressed through re-synthesizing each module's magnitude and phase. This method was applied to the prototype of active array antenna system, and the results of antenna pattern distortion and compensation were analyzed and measured in the Near Field Chamber. Array failures are generally divided into random TR module failures and TRU(TR Unit: combination of TR modules, Beam Computation module, Power supply module) failures. The results of beam pattern compensation were analyzed in each failure and compared to the results of the simulation. The beam pattern compensation results applied to the real active antenna array system showed the similar to the simulation results. Consequently, it was verified the beam pattern could be compensated with the magnitude and phase adjustment of other normal antenna modules.

Digital Imaging Source Identification Using Sensor Pattern Noises (센서 패턴 잡음을 이용한 디지털 영상 획득 장치 판별)

  • Oh, Tae-Woo;Hyun, Dai-Kyung;Kim, Ki-Bom;Lee, Hae-Yeoun
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.12
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    • pp.561-570
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    • 2015
  • With the advance of IT technology, contents from digital multimedia devices and softwares are widely used and distributed. However, novice uses them for illegal purpose and hence there are needs for protecting contents and blocking illegal usage through multimedia forensics. In this paper, we present a forensic technique for identifying digital imaging source using sensor pattern noise. First, the way to acquire the sensor pattern noise which comes from the imperfection of photon detector against light is presented. Then, the way to identify the similarity of digital imaging sources is explained after estimating the sensor pattern noises from the reference images and the unknown image. For the performance analysis of the proposed technique, 10 devices including DSLR camera, compact camera, smartphone and camcorder are tested and quantitatively analyzed. Based on the results, the proposed technique can achieve the 99.6% identification accuracy.