• Title/Summary/Keyword: Word frequency effect

검색결과 109건 처리시간 0.031초

클라우드 컴퓨팅에서 Hadoop 애플리케이션 특성에 따른 성능 분석 (A Performance Analysis Based on Hadoop Application's Characteristics in Cloud Computing)

  • 금태훈;이원주;전창호
    • 한국컴퓨터정보학회논문지
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    • 제15권5호
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    • pp.49-56
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    • 2010
  • 본 논문에서는 클라우드 컴퓨팅을 위해 Hadoop 기반의 클러스터를 구축하고, RandomTextWriter, WordCount, PI 애플리케이션을 수행함으로써 애플리케이션 특성에 따른 클러스터의 성능을 평가한다. RandomTextWriter는 주어진 용량만큼 임의의 단어를 생성하여 HDFS에 저장하는 애플리케이션이고, WordCount는 입력 파일을 읽어서 블록 단위로 단어 빈도수를 계산하는 애플리케이션이다. 그리고 PI는 몬테카를로법을 사용하여 PI 값을 유도하는 애플리케이션이다. 이러한 애플리케이션을 실행시키면서 데이터 블록 크기와 데이터 복제본 수 증가에 따른 애플리케이션의 수행시간을 측정한다. 시뮬레이션을 통하여 RandomTextWriter 애플리케이션은 데이터 복제본 수 증가에 비례하여 수행시간이 증가함을 알 수 있었다. 반면에 WordCount와 PI 애플리케이션은 데이터 복제본 수에 큰 영향을 받지 않았다. 또한 WordCount 애플리케이션은 블록 크기가 64~256MB 일 때 최적의 수행시간을 얻을 수있었다. 따라서 이러한 애플리케이션의 특성을 고려한 스케줄링 정책을 개발한다면 애플리케이션의 실행시간을 단축하여 클라우드 컴퓨팅 시스템의 성능을 향상시킬 수 있음을 보인다.

감정에 강인한 음성 인식을 위한 음성 파라메터 (Speech Parameters for the Robust Emotional Speech Recognition)

  • 김원구
    • 제어로봇시스템학회논문지
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    • 제16권12호
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    • pp.1137-1142
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    • 2010
  • This paper studied the speech parameters less affected by the human emotion for the development of the robust speech recognition system. For this purpose, the effect of emotion on the speech recognition system and robust speech parameters of speech recognition system were studied using speech database containing various emotions. In this study, mel-cepstral coefficient, delta-cepstral coefficient, RASTA mel-cepstral coefficient and frequency warped mel-cepstral coefficient were used as feature parameters. And CMS (Cepstral Mean Subtraction) method were used as a signal bias removal technique. Experimental results showed that the HMM based speaker independent word recognizer using vocal tract length normalized mel-cepstral coefficient, its derivatives and CMS as a signal bias removal showed the best performance of 0.78% word error rate. This corresponds to about a 50% word error reduction as compare to the performance of baseline system using mel-cepstral coefficient, its derivatives and CMS.

벅아이 코퍼스를 이용한 영어 무성파열음의 VOT 연구 (A Study on the Voice Onset Time of English Voiceless Stops in the Buckeye Corpus)

  • 윤규철
    • 말소리와 음성과학
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    • 제4권2호
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    • pp.33-40
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    • 2012
  • The purpose of this paper is to investigate the voice onset time (VOT) of the English voiceless stops [p, t, k] found in the Buckeye Corpus of Conversational Speech [1]. Three young female speakers were chosen for this study and their VOT values were semi-automatically extracted along with other factors. The factors used for the analysis were place of articulation, location in word, syllabic stress, content word or not, word frequency calculated from the corpus, and the speech rate expressed in syllables per second. Results showed that, for the three places of articulation of each speaker, all the factors had a statistically significant effect on the VOT values. This paper has significance in that the materials used for the analysis were from a corpus of spontaneous natural English speech.

한국어 어휘판단과제와 관련된 언어현상의 인간과 계산주의 모델의 비교 (A Comparison Study between Human and Computation Model on Language Phenomena of in Korean Lexical Decision Task)

  • 임희석;권유안;박기남
    • 한국인지과학회:학술대회논문집
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    • 한국인지과학회 2006년도 춘계학술대회
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    • pp.33-37
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    • 2006
  • 본 논문은 어휘판단과제(LDT: Lexical Decision Task)시 나타나는 여러 언어현상 중 단어빈도효과(word frequency effect)와 단어유사성효과(word similarity effect)를 한국어에 적용시켜 인간과 계산주의적 모델을 통해 실험하고, 결과를 비교하였다. 실험결과 인간과 계산주의적 모델 각각 한국어에 대해 단어빈도효과와 단어 유사성효과를 보였으며, 인간의 실험결과와 계산주의적 모델의 결과가 유의미한 유사성을 나타내었다.

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한국어 어휘판단과제와 관련된 언어현상의 인간과 계산주의 모델의 비교 (A Comparison Study between Human and Computation Model on Language Phenomena of in Korean Lexical Decision Task)

  • 박기남;임희석
    • 한국산학기술학회:학술대회논문집
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    • 한국산학기술학회 2006년도 춘계학술발표논문집
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    • pp.391-393
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    • 2006
  • 본 논문은 어휘판단과제(LDT: Lexical Decision Task)시 나타나는 여러 언어현상 중 단어빈도효과(word frequency effect)와 단어유사성효과(word similarity effect)를 한국어에 적용시켜 인간과 계산 주의적 모델을 통해 실험하고, 결과를 비교하였다. 실험결과 인간과 계산주의적 모델 각각 한국어에 대해 단어빈도효과와 단어 유사성효과를 보였으며, 인간의 실험결과와 계산주의적 모델의 결과가 유의미한 유사성을 나타내었다.

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강원도 영동권 지역 대학생들의 외식동기에 의한 정보탐색방법 (The Information Search Method According to Eating-out Motivation of College Students in Eastern Area of Kangwon Province)

  • 윤태환
    • 한국식품조리과학회지
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    • 제22권2호
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    • pp.213-221
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    • 2006
  • Although motivation and information search have both been studied continuously and separately as important marketing strategies, the relation between cause and effect has received little research attention. Therefore the objective of this study was to research the causal relationships between motivation and information search method. Frequency analysis and reliability analysis, factor analysis, and SEM(Structure Equation Model) were adopted to analyze the data. Motivation was divided into 5 factors which significantly influenced information search method. Factor 1, 'Reception and congratulation', influenced information search positively through 'newspaper, magazine', and 'word of mouth' but negatively through 'TV-advertising' and 'Flyer, Press copy'. Factor 2, 'Change of dietary life', influenced positively 'TV-advertising'. Factor 3, 'Economic saving', influenced positively 'newspaper, magazine', and 'the e-mail's advertising' Factor 4, 'Preference motivation', influenced negatively 'word of mouth' Factor 5, 'Advertisement and companion's need', influenced positively 'newspaper, magazine', and 'the e-mail's advertising' but negatively 'TV-advertising' As a result, customers appeared to choose various information search methods according to their eating-out motivation. 'The e-mail's advertising', and 'word of mouth' are popular among customers' information search methods. Therefore, food-service corporations need to try eliminating negative images of various advertisements and activate positive word of mouth marketing, promotion through internet.

인터넷 쇼핑몰의 패션 상품 구매후기가 소비자의 신뢰, 만족, 몰입 및 재구매의도에 미치는 영향 (The Effect of Purchase Reviews on the Trust, Satisfaction, Commitment, and Repurchase Intention of Consumer in Internet Shopping Malls)

  • 홍병숙;이은진;조미애
    • 한국의류학회지
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    • 제33권11호
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    • pp.1817-1827
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    • 2009
  • This study analyzes how the purchase reviews of fashion merchandise influence consumer trust, satisfaction, commitment, word-of-mouth intention, and repurchase intention in internet shopping malls. The survey was conducted from October $15^{th}$ to December $5^{th}$ in 2008, and 368 responses were used in the data analysis. The statistical analysis methods were frequency analysis, factor analysis, reliability analysis, and multiple regression analysis. The results show that the purchase reviews factors of fashion merchandise in internet shopping malls were amusement, assentation, overstatement, genuineness, and usefulness. The assentation, genuineness, and usefulness of purchase reviews have an effect on consumer trust and satisfaction. The amusement, overstatement, and usefulness of purchase reviews have an effect on the emotional commitment of consumers, while the amusement, assentation, overstatement, genuineness, and usefulness of purchase reviews influence the reasonable commitment of consumers. Consumer trust and commitment effect word-of-mouth intention and repurchase intention in internet shopping malls.

급식 서비스 만족도가 구전에 미치는 영향 -경기 지역 유료 실버 타운을 중심으로- (Silver Town Satisfaction with Food Service Effect on Word of Mouth - With Charged Silver Town in Gyeonggido Area -)

  • 신미경;김하윤;김명희
    • 동아시아식생활학회지
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    • 제20권1호
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    • pp.159-165
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    • 2010
  • This study was conducted to evaluate food service satisfaction of senior citizens in three charged silver towns in Gyeonggido. Food satisfaction factors influencing the satisfaction of silver town residents' included satisfaction and word of mouth. For this study, 210 silver town residents were surveyed; however, 16 of these resident did not complete the survey. Therefore, the results of 194 survey questionnaires were analyzed. All results were conducted using the frequency, factor analysis, and regression procedure of SPSS 12.0. The determinant factors of the silver town feeding service included food service, food feeding, emotional, physical, and sensory characteristics of the senior citizens. Among these, food service, food feeding, emotional, and sensory characteristics of the respondents had a significant effect on their level of satisfaction. In addition, satisfaction of the residents was affected by word of mouth. Thus, the results of this study suggests that if the food service is well-arranged by hiring professional workers in the food service industry while considering the needs of senior citizens, feeding service can be improved. In addition, if the feeding service is focused on providing better service with more trained and educated staff members so that the clients perceive that they receive more personalized care and differentiated concern, it would be possible to enhance the relationship with customers continuously and to induce potential customers' residence in the silver town.

An acoustic and perceptual investigation of the vowel length contrast in Korean

  • Lee, Goun;Shin, Dong-Jin
    • 말소리와 음성과학
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    • 제8권1호
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    • pp.37-44
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    • 2016
  • The goal of the current study is to investigate how the sound change is reflected in production or in perception, and what the effect of lexical frequency is on the loss of sound contrasts. Specifically, the current study examined whether the vowel length contrasts are retained in Korean speakers' productions, and whether Korean listeners can distinguish vowel length minimal pairs in their perception. Two production experiments and two perception experiments investigated this. For production tests, twelve Korean native speakers in their 20s and 40s completed a read-aloud task as well as a map-task. The results showed that, regardless of their age group, all Korean speakers produced vowel length contrasts with a small but significant differences in the read-aloud test. Interestingly, the difference between long and short vowels has disappeared in the map task, indicating that the speech mode affects producing vowel length contrasts. For perception tests, thirty-three Korean listeners completed a discrimination and a forced-choice identification test. The results showed that Korean listeners still have a perceptual sensitivity to distinguish lexical meaning of the vowel length minimal pair. We also found that the identification accuracy was affected by the word frequency, showing a higher identification accuracy in high- and mid- frequency words than low frequency words. Taken together, the current study demonstrated that the speech mode (read-aloud vs. spontaneous) affects the production of the sound undergoing a language change; and word frequency affects the sound change in speech perception.

어린이 글 읽기에서 나타나는 안구 운동의 특징 (The characteristics of eye-movement during children read Korean texts)

  • 고성룡;윤소정;민철홍;최경순;고선희;황민아
    • 인지과학
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    • 제21권4호
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    • pp.481-503
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    • 2010
  • 이 연구는 초등학교 3학년 아동들이 나이에 알맞은 동화와 설명글을 읽을 때 보이는 안구 운동의 전반 특징과 낱말/어절 수준에 따른 특징을 우리글에서 처음으로 알아보았다. 아동들은 동화를 읽을 때 어절을 대략 213ms 동안 보다가 글 방향으로 3.6자 눈을 움직였고, 설명문을 읽을 때는 214ms 동안 보다가 글 방향으로 3.3자 정도 눈을 움직였다. 동화와 설명글 모두에서 앞으로 가서 다시 읽는 눈 움직임은 전체의 약 31%정도를 차지했다. 이런 전반 양상과 더불어, 어절 수준에서 어절 길이, 낱말빈도, 착지점 효과를 살펴보았는데, 아이들은 동화와 설명 글 모두에서 긴 어절을 짧은 어절보다 오래 주시하였고, 성인 독자와 마찬가지로 눈을 어절 가운데 근처에 착지하려는 경향성을 보였다. 또한 반복되지 않은 어절들을 분석했을 때 설명글에서 빈도가 낮은 어절들은 길이에 따른 주시시간이 차이를 크게 보였고 빈도가 높은 어절들은 길이에 따른 차이를 거의 보이지 않았다.

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