• 제목/요약/키워드: F-Measure

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열악한 환경의 음성 언어 이해를 위한 정보 추출 접근 방식 (An Information Extraction Approach for Spoken Language Understanding in a Hostile Environment.)

  • 은지현;이창기;이근배
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
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    • 한국정보과학회언어공학연구회 2004년도 제16회 한글.언어.인지 한술대회
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    • pp.20-24
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    • 2004
  • 본 논문에서는 환경 잡음과 원거리 음성 입력 그리고 노인 발화 등의 열악한 음성 인식 환경에서의 음성 언어이해(spoken language understanding)를 위한 정보 추출 접근 방식에 대해 논하고 있다. 정보 추출의 목적은 미리 정의된 slot에 적절한 값을 찾는 것이다. 음성 언어 이해를 위한 정보 추출은 필수적인 요소만을 추출하는 것을 목적으로 하는 개념 집어내기(concept spotting) 접근 방식을 사용한다. 이러한 방식은 미리 정의된 개념 구조 slot에만 관심을 가지기 때문에. 음성 언어 이해에서 사용되는 정보 추출은 언어를 완전히 이해한다기보다는 부분적으로 이해하는 방식을 취하고 있다. 음성 입력 언어는 주로 열등한 인식 환경에서 이루어지기 때문에 많은 인식 오류를 가지고 이로 인해 텍스트 입력에 비해 이해하기 어렵다. 이러한 점을 고려하여, 특정 정보에 집중함으로써 음성 언어를 이해하고자 시도하였다. 도로 정보 안내 영역을 대상으로 한 실험에서 텍스트 입력(WER 0%)과 음성 입력(WER 39.0%)이 주어졌을 때, 개념 집어내기 방식의 F-measure 값은 각각 0.945, 0.823을 나타내었다.

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어머니의 격리불안 척도의 개발 (Development of the Maternal Separation Anxiety Scale)

  • 조복희;박성옥
    • 아동학회지
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    • 제13권1호
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    • pp.16-37
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    • 1992
  • The purpose of this study was the development of a scale to assess maternal anxiety after mother-child separation. Subjects consisted of 384 mothers who had children from 6 to .36 months of age. A questionnaire consisting of eighty Likert-type items and Spielberger's(1970) State Anxiety Scale were administered to mothers and data were analyzed using item analysis. factor analysis. multiple regression. Cronbach's ${\alpha}$. Pearson's correlation and F-test. Sixty of the eighty items were significant and deemed acceptible through item discrimination method with indices ranging from. 32 to .95. Factor analytic procedures have selected 54 items of the 60-item scale and supported a 5-factor solution. The subscales labeled 'Maternal Separation Anxiety'. 'Perception of Separation Effects on the Child', 'Desire for Physical Cuddling and Closeness'. 'Attitudes toward the Value or Importance of Exclusive Maternal Care' and 'Employment-related Separation Concerns,' Finally. a multiple regression analysis conducted to reduce the length of the scale yielded a 39-item form for the Maternal Separation Anxiety Scale(MSAS). Internal consistency of the MSAS was high(Cronbach's ${\alpha}$ =.85). The correlation of the MSAS with the Spielberger's State Anxiety measure yielded a coefficient of .36, revealing a moderate and positive relationship.

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일 지역 주민의 죽음에 대한 태도 및 호스피스에 대한 인식 (Attitude toward Death and Recognition of Hospice of Community Dwellers)

  • 한영란;김인흥
    • 한국보건간호학회지
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    • 제22권1호
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    • pp.49-61
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    • 2008
  • Purpose: To investigate the attitude toward death and recognition of hospice of community dwellers and to examine the differentiation between the attitude, recognition, and demographic variables. Method: This study was a cross-sectional descriptive study using a questionnaire. The Fear of Death Scale (FODS) made by Collect & Lester (1969) and translated and revised by Kim (2003) was used to measure the fear of death. The data were analyzed using SPSS. Results: The subjects were725 community dwellers, 65.8% female with a mean age of 39.9 years. The mean FODS score was 3.17 out of 5, showing a slightly high negative attitude to death. There was a statistically significant difference between the type of religion and total FODS (F=3.91. p=.02). Of the respondents, 66.5% had heard of hospice and 5.5% had received hospice care. Conclusion: Based on the study results, various types of death education program for community dwellers, including the content of hospice care, should be developed. In addition, public relations for the settlement of desirable dying culture and hospice service need to be activated.

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남자간호사의 성 고정관념과 직무만족에 관한 연구 (Study on Male Nurses' Gender Stereotype and Job Satisfaction)

  • 안은성;추수경
    • 간호행정학회지
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    • 제17권1호
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    • pp.14-21
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    • 2011
  • Purpose: This study was conducted to investigate gender stereotype and job satisfaction, and to identify the relationship between gender stereotype and job satisfaction in male nurses. Method: The participants were 165 male nurses who worked in the Seoul, Gyeonggi and Daejeon areas. Data were collected from August 31th, 2009 to October 15th, 2009. A survey questionnaire was used to measure demographics, gender-role identity, gender stereotype and job satisfaction. Data were analyzed using SPSS/Win 12.0 version. Results: The mean score for gender stereotype was 2.81 points out of a possible 5. There were statistically significant differences in gender stereotype by general characteristics such as career in the current department (F=5.249, p=.007) and position (t=2.547, p=.012). The scores for gender stereotype were significantly higher in the group with less than five years in the current department and in the staff nurse group. The mean score for job satisfaction was 2.95 out of a possible 5. There was a significant negative correlation between gender stereotype and job satisfaction. Conclusions: Development of educational programs is required to improve the gender stereotype.

Identification of Chinese Event Types Based on Local Feature Selection and Explicit Positive & Negative Feature Combination

  • Tan, Hongye;Zhao, Tiejun;Wang, Haochang;Hong, Wan-Pyo
    • Journal of information and communication convergence engineering
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    • 제5권3호
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    • pp.233-238
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    • 2007
  • An approach to identify Chinese event types is proposed in this paper which combines a good feature selection policy and a Maximum Entropy (ME) model. The approach not only effectively alleviates the problem that classifier performs poorly on the small and difficult types, but improve overall performance. Experiments on the ACE2005 corpus show that performance is satisfying with the 83.5% macro - average F measure. The main characters and ideas of the approach are: (1) Optimal feature set is built for each type according to local feature selection, which fully ensures the performance of each type. (2) Positive and negative features are explicitly discriminated and combined by using one - sided metrics, which makes use of both features' advantages. (3) Wrapper methods are used to search new features and evaluate the various feature subsets to obtain the optimal feature subset.

의과대학생의 자기주도학습 성향 연구 : A의대 사례 (A Study on Self Directed Learning Readiness Among Undergraduate Medical Students Focused on the Case of A University College of Medicine)

  • 채수진
    • 의학교육논단
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    • 제10권2호
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    • pp.9-17
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    • 2008
  • A self directed learning(SDL) has been identified as an important ability for medical graduates. The purpose of this study was 1) to measure the SDLR of medical students, 2) to compare the relationship among the student perceptions of assessment, preference of instructional methods with SDLR. This study was conducted in 2006 at A University College of Medicine. The instrument applied to this study was SDLR. Korean version of Guglielmino's SDLR for Adults. The $SPSSwin^{(R)}$ program was used to analyze the data and statistics such as correlation. F-test, and Chi square test. Firstly. the mean scores of the SDLR of first, second. fourth year were 114.8, 107.9 and 106.2. This results showed a significant relationship among years (p<.001). Secondly the relationship between the student perceptions of assessment and SDLR was insignificant. The SDLR high scores students had a tendency to favorite "Discussion" and "Bedside teaching". This study found out the problems of medical education to enhance self directed learning ability for medical students. Further study is needed so that suitable instructional methods for medical students can be conducted in curriculum.

Barriers and Attitudes to Research Among Nurses in One Hospital in Korea

  • Kang Hee Sun;Kim Mi Jong
    • 대한간호학회지
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    • 제35권4호
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    • pp.656-663
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    • 2005
  • Purpose. Nursing research is recognized as an essential basis for the continuous development of the scientific nursing knowledge and practice. An understanding of the barriers and attitudes to research among nurses is important to improve clinical nursing research activities. Method. Data were collected from nurses at a general hospital, located in D city, using a self-reported questionnaire, from March 15th to April 4th, 2003, and 133 questionnaires were used for the analyses. A 5 point-scale instrument was used to measure barriers and attitudes towards nursing research, with a Cronbach's alpha of .85 and .89, respectively. Results. Nurses had limited experience in research and were not well prepared to conduct it. Lack of experience, training and time were the major barriers for conducting research. However, the nurses had positive attitudes toward research. There was a difference in barriers (t = 2.68, P = .02) and research attitudes (t =- 2.74, P = .00) according to the nurses' position. Also, the nurses' research experience influenced research attitudes (t = -3.27, P = .00). The degree of research preparation (F = 6.98, P = .00) had an effect on the attitudes toward nursing research but not on the barriers. Conclusion. There is an urgent need to promote both the ability and environment for clinical nurses to actively participate in research. As the majority of nurses had little experience and low confidence in research and perceived many barriers, this promotion can be accomplished by enhancing their confidence in research through continuing education and by gradually eliminating the barriers to research.

컨볼루셔널 인코더-디코더 네트워크를 이용한 터널에서의 균열 검출 (Crack Detection in Tunnel Using Convolutional Encoder-Decoder Network)

  • 한복규;양현석;이종민;문영식
    • 전자공학회논문지
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    • 제54권6호
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    • pp.80-89
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    • 2017
  • 기존의 수작업으로 이루어지는 터널에서의 균열 검출은 점검자의 주관에 따라 균열을 판별하기 때문에 객관성을 보장하기 어렵다. 이러한 문제를 해결하기 위해서 터널에서 획득된 영상을 기반으로 균열을 검출하는 시스템이 많이 제안되었다. 하지만 기존의 방법은 터널 내부의 조명 상태, 균열 이외의 기타 에지 등 잡음에 상당히 민감하다. 이러한 단점은 터널의 상태에 따라 알고리즘의 성능을 크게 제한시킨다. 본 논문에서는 이러한 단점을 극복하기 위하여 컨볼루셔널 인코더-디코더 네트워크(Convolutional encoder-decoder network)를 이용한 균열 검출 방법을 제안한다. 제안하는 방법은 재현율과 정확률의 비교를 통하여 기존 연구에 비해 성능이 크게 향상되었음을 보였다.

UV Laser Raman Scattering을 이용한 정적 연소기내 분사된 연료의 정량적 당량비 측정에 관한 연구 (A Study on Quantitative Measurements of Equivalence Ratio in Constant Volume Chamber Using UV Laser Raman Scattering)

  • 진성호;허형석;김경수;박경석
    • 한국분무공학회지
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    • 제3권4호
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    • pp.35-42
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    • 1998
  • Laser Raman scattering method has been applied to measure equivalence ratio of methane/air and propane/air mixture in constant volume combustion chamber. We used high power KrF excimer laser$(\lambda=248nm)$ and a high gain ICCD camera to capture low intensity Raman signal. Raman shifts and Ram cross-sections of $H_2,\;O_2,\;N_2,\;CO_2,\;CH_4\;and\;C_3H_8$ were measured precisely. Our results showed an excellent agreement with other groups. Mole fraction measurement of $O_2\;and\;N_2$ from air showed that $O_2\;:\;N_2$ = 0.206 : 0.794. We used constant volume combustion chamber and gas injector which is operated at $5\sim10barg$. Methane and propane are used as a fuel. 50 Raman signal are obtained and ensemble averaged for measurement of equivalence ratio. Our measured results showed that the equivalence ratio of fuel/air mixture is reasonable at ${\pm}5%$ error range.

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A Comparative Study of Glottal Data from Normal Adults Using Two Laryngographs

  • Yang, Byung-Gon;Wang, Soo-Geun;Kwon, Soon-Bok
    • 음성과학
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    • 제10권1호
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    • pp.15-25
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    • 2003
  • A laryngograph was developed to measure the open and closed movements of vocal folds in our laboratory. This study attempted to evaluate its performance by comparing its glottal data with that of the original laryngograph. Ten normal Korean adults Participated in the experiment. Each subject produced a sustained vowel /a/ for about five seconds. This study compared f0 values, contact quotients of the duration of closed vocal folds over one glottal pulse, and area quotients of the closed over open vocal folds derived from glottal waves using both the original and new laryngographs. Results showed that the mean and standard deviation of the two laryngographs were almost comparable with a correlation coefficient 0.662 but minor systematic shift below those of the original laryngograph was observed. The absolute mean difference converged into 1 Hz, which indicates a possibility of adopting some threshold of rejecting inappropriate pitch values beyond a threshold value. The contact quotient of the normal subjects came out slightly over the 50% in a citation speech. Finally, the area quotient converged into 1. We will pursue further studies on the abnormal patients in the future.

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