• Title/Summary/Keyword: F-Measure

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A Study on the Characteristics of Sound Insulation at the Circular Voided Concrete Floor in the Multi-Housing (공동주택에서 중공 슬래브 바닥의 차음 특성에 관한 연구)

  • 손철수
    • Journal of the Korean housing association
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    • v.11 no.1
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    • pp.171-181
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    • 2000
  • The purpose of the resent research is to investigate the characteristics of sound insulation at the circular voided concrete slab in the multi-housing. In order to do this research, the method for field measurement of floor impact sound level was used following the Korea Standard F2810-1996. For the multi-housing, three kinds of circular voided concrete slabs are used to measure the characteristics of sound insulation.The results are as follows; 1.The main factor affecting the characteristics of sound insulation at the circular voided concrete slab in the multi-housing is sound-absorbing materials in the circular tube. 2. The main factor to effect the difference of sound pressure level is circular tube in the concrete slab. 3. The forms of circular tubes effect the characteristics of sound insulation at the circular tube. 4. Sound Pressure Level resulting from the piping direction of circular tubes in little different to octave band level.More study will be needed about the depth and distance of sound insulation materials, and the components of sound insulation materials for the multi-housing.

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Triplet Extraction using Korean Dependency Parsing Result (한국어 의존 파싱을 이용한 트리플 관계 추출)

  • Kwak, Sujeong;Kim, Bogyum;Lee, Jae Sung
    • Annual Conference on Human and Language Technology
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    • 2013.10a
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    • pp.86-89
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    • 2013
  • 자연언어 문서에서 지식 추출은 QA 시스템을 비롯한 여러 분야에서 필수적이다. 트리플은 가장 일반적인 지식 추출 형식으로 문장 내부의 지식 정보를 주어, 서술어, 목적어의 관계로 표현한다. 본 논문에서는 한국어 의존 파서로 문장을 분석하고, 그 결과에서 트리플을 추출하는 방법을 제안했다. 제안된 트리플 추출기는 21개 문장에서 추출된 78개의 트리플 정답 집합과, 64개의 준정답 집합에 대해서 각각 60.75%와 66.67%의 F-measure 성능을 보였다.

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Lexicon Feature Infused Character-Based LSTM CRFs for Korean Named Entity Recognition (문자 기반 LSTM-CRF 한국어 개체명 인식을 위한 사전 자질 활용)

  • Min, Jin-Woo;Na, Seung-Hoon
    • Annual Conference on Human and Language Technology
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    • 2016.10a
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    • pp.99-101
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    • 2016
  • 문자 기반 LSTM CRF는 개체명 인식에서 높은 인식을 보여주고 있는 LSTM-CRF 방식에서 미등록어 문제를 해결하기 위해 단어 단위의 임베딩 뿐만 아니라 단어를 구성하는 문자로부터 단어 임베딩을 합성해 내는 방식으로 기존의 LSTM CRF에서의 성능 향상을 가져왔다. 한편, 개체명 인식에서 어휘 사전은 성능 향상을 위한 외부 리소스원으로 활용하고 있는데 다양한 사전 매칭 방법이 파생될 수 있음에도 이들 자질들에 대한 비교 연구가 이루어지지 않았다. 본 논문에서는 개체명 인식을 위해 다양한 사전 매칭 자질들을 정의하고 이들을 LSTM-CRF의 입력 자질로 활용했을 때의 성능 비교 결과를 제시한다. 실험 결과 사전 자질이 추가된 LSTM-CRF는 ETRI 개체명 말뭉치의 학습데이터에서 F1 measure 기준 최대 89.34%의 성능까지 달성할 수 있었다.

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Characteristic Analysis of the System Process Capability Indices (시스템 공정능력지수의 특성분석)

  • Lee, Dokyung
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.38 no.1
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    • pp.182-187
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    • 2015
  • Process capability indices (PCIs) have been widely used in manufacturing industries to provide a quantitative measure of process potential and performance to meet the specification limits on quality characteristics. The most of existing PCIs are concerned with a single variable. But, in many cases, people want to express a integrated PCI which includes a couple of sequential processes. In this paper, we analyzed the characteristics of system PCIs such as ${\bar{Cp}}(f)$, $SC_{pk}$, $SC_{psk}$, $C^T_{psk}(m)$ and $SC_{pm}(m)$.

Classifying Biomedical Literature Providing Protein Function Evidence

  • Lim, Joon-Ho;Lee, Kyu-Chul
    • ETRI Journal
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    • v.37 no.4
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    • pp.813-823
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    • 2015
  • Because protein is a primary element responsible for biological or biochemical roles in living bodies, protein function is the core and basis information for biomedical studies. However, recent advances in bio technologies have created an explosive increase in the amount of published literature; therefore, biomedical researchers have a hard time finding needed protein function information. In this paper, a classification system for biomedical literature providing protein function evidence is proposed. Note that, despite our best efforts, we have been unable to find previous studies on the proposed issue. To classify papers based on protein function evidence, we should consider whether the main claim of a paper is to assert a protein function. We, therefore, propose two novel features - protein and assertion. Our experimental results show a classification performance with 71.89% precision, 90.0% recall, and a 79.94% F-measure. In addition, to verify the usefulness of the proposed classification system, two case study applications are investigated - information retrieval for protein function and automatic summarization for protein function text. It is shown that the proposed classification system can be successfully applied to these applications.

Theoretical Analysis of the Electrical Saturation Behavior of the DH Laser Diode (DH Laser Diode의 전기적 포화현상에 관한 이론적 해석)

  • 박영규;권영기
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.15 no.5
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    • pp.34-38
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    • 1978
  • In this Paper, the saturation behavior in the electrical phenomena of the DH Laser diode is explained theoretically using rate equnations. The carrier density approaches to ns gradually well above the threshold and theoretically expected curve of and calculated value of $\Delta$Vj are exactly equal to the experimental results which was observed, as shown. The carrier saturation factor If is proposed and we show k$\beta$ is a measure of the ideality of the sample diode. In the light of relation, the sample diode's idoality increases as f decreases.

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A New Multivariate System Process Capability Index (다변량 시스템 공정능력지수(SCpsk))

  • 조남호;이용훈
    • Journal of the Korea Safety Management & Science
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    • v.5 no.3
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    • pp.145-156
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    • 2003
  • As we understand it, Process Capability indices are intended to provide single-number assessments of ability to meet specification limits on quality characteristics of interest. As a consequence of the varied ways in which PCIs are used, there have been two natural lines of research work: $\circled1$ studies on the properties of PCIs and their estimators in many different environments; $\circled2$ construction of new PCIs purporting to have better properties in certain circumstances. The most of existing process capability indices are concerned with the single variable. But, in many cases, a quality characteristic is composed with several factors. In that case, we want to know the integrated process capability of a quality characteristic not those of each factor. In this paper, we proposed a new multivariate system process capability index called $MSPCI:SC_{psk}$ which is the geometric mean of performance measure $C_{psk}$'S, and will be used as the criterion to assess multiple response process designs. Numerical illustration is done for $SC_{psk}$, $\overline{C_p}$(f), Cp, Cpk, Cpm, and Cpsk.

An Acoustic Investigation of Post-Obstruent Tensification Phenomena

  • Ahn, Hyun-Kee
    • Speech Sciences
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    • v.11 no.4
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    • pp.223-232
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    • 2004
  • This study investigated and compared the acoustic characteristics of the Korean stop sound [k'] in three different phonological environments: the tensified lenis stop [k'] as observed in /prek+kaci/, the fortis stop /k'/ as in /pre+k'aci/, and the fortis stop /k'/ following an obstruent as in /prek+k'aci/. The specific research question was whether or not the tensified lenis stop shares all the acoustic features with the other two kinds of fortis stops. The acoustic measures adopted in this study were H1*-H2*, VOT, length of stop closure, and $F_0$. The major findings were that the three stops showed no significant difference in all the acoustic measures except the length of stop closure. The fortis stop /k'/ following an obstruent showed significantly longer duration of stop closure than the other two stops, both of which showed no significant difference. Based on these phonetic results, this study argued that, for the proper phonological description of post-obstruent tensification, the phonological feature [slack vocal folds] of a lenis stop should be changed into [stiff vocal folds, constricted glottis] that the fortis stops should have.

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Variations in the perception of lexical pitch accents and the correlations with individuals' autistic traits

  • Lee, Hyunjung
    • Phonetics and Speech Sciences
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    • v.9 no.2
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    • pp.53-59
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    • 2017
  • The present study examined if individual listeners' perceptual variations were associated with their cognitive characteristics indexed by the Autistic Spectrum Quotient (AQ). This study first investigated the perception of the lexical pitch accent contrast in the Kyungsang Korean currently undergoing a sound change, and then tested if listeners' perceptual variations were correlated with their AQ scores. Eighteen Kyungsang listeners in their 20s participated in the perception experiment where they identified two contrastive accent words for auditory stimuli systematically varying F0 scaling and timing properties; the participants then completed the AQ questionnaire. In the results, the acoustic parameters reporting reduced phonetic differences across accent contrasts for younger Kyungsang generation played a reliable role in perceiving the HH word from HL, suggesting the discrepancy between the perception and the production in the context of sound change. This study also observed that individuals' perceptual variations were negatively correlated with their AQ sub scores. The present findings suggested that the sound change might appear differently between production and perception with a different time course, and deviant percepts could be explained by individuals' cognitive measure.

Microwave Dielectric Absorption Spectroscopy Aiming at Novel Dosimetry Using DNAs

  • Izumi, Yoshinobu;Hirayama, Makoto;Matuo, Youichirou;Sunagawa, Takeyoshi
    • Journal of Radiation Protection and Research
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    • v.42 no.1
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    • pp.21-25
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    • 2017
  • Background: We are developing L-band and S-band microwave dielectric absorption systems aiming novel dosimetry using DNAs, such as plasmid DNA and genomic DNA, and microwave technology. Materials and Methods: Each system is composed of a cavity resonator, analog signal generator, circulator, power meter, and oscilloscope. Since the cavity resonator is sensitive to temperature change, we have made great efforts to prevent the fluctuation of temperature. We have developed software for controlling and measurement. Results and Discussion: By using this system, we can measure the resonance frequency, f, and ${\Delta}Q$ (Q is a dimensionless parameter that describes how under-damped an oscillator or resonator is, and characterizes a resonator's bandwidth relative to its center frequency) within about 3 minutes with high accuracy. Conclusion: This system will be expected to be applicable to DNAs evaluations and to novel dosimetric system.