• Title/Summary/Keyword: Word frequency effect

Search Result 109, Processing Time 0.026 seconds

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

  • Keum, Tae-Hoon;Lee, Won-Joo;Jeon, Chang-Ho
    • Journal of the Korea Society of Computer and Information
    • /
    • v.15 no.5
    • /
    • pp.49-56
    • /
    • 2010
  • In this paper, we implement a Hadoop based cluster for cloud computing and evaluate the performance of this cluster based on application characteristics by executing RandomTextWriter, WordCount, and PI applications. A RandomTextWriter creates given amount of random words and stores them in the HDFS(Hadoop Distributed File System). A WordCount reads an input file and determines the frequency of a given word per block unit. PI application induces PI value using the Monte Carlo law. During simulation, we investigate the effect of data block size and the number of replications on the execution time of applications. Through simulation, we have confirmed that the execution time of RandomTextWriter was proportional to the number of replications. However, the execution time of WordCount and PI were not affected by the number of replications. Moreover, the execution time of WordCount was optimum when the block size was 64~256MB. Therefore, these results show that the performance of cloud computing system can be enhanced by using a scheduling scheme that considers application's characteristics.

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

  • Kim, Weon-Goo
    • Journal of Institute of Control, Robotics and Systems
    • /
    • v.16 no.12
    • /
    • pp.1137-1142
    • /
    • 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.

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

  • Yoon, Kyu-Chul
    • Phonetics and Speech Sciences
    • /
    • v.4 no.2
    • /
    • pp.33-40
    • /
    • 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.

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

  • Lim, Heui-Seok;Kwon, You-An;Park, Ki-Nam
    • Proceedings of the Korean Society for Cognitive Science Conference
    • /
    • 2006.06a
    • /
    • pp.33-37
    • /
    • 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.

  • PDF

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

  • Park, Ki-Nam;Lim, Heui-Seok
    • Proceedings of the KAIS Fall Conference
    • /
    • 2006.05a
    • /
    • pp.391-393
    • /
    • 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.

  • PDF

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

  • Yoon Tae-Hwan
    • Korean journal of food and cookery science
    • /
    • v.22 no.2 s.92
    • /
    • pp.213-221
    • /
    • 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.

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

  • Hong, Byung-Sook;Lee, Eun-Jin;Cho, Mi-Ae
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.33 no.11
    • /
    • pp.1817-1827
    • /
    • 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.

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

  • Shin, Mi-Kyung;Kim, Ha-Yun;Kim, Myung-Hee
    • Journal of the East Asian Society of Dietary Life
    • /
    • v.20 no.1
    • /
    • pp.159-165
    • /
    • 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
    • Phonetics and Speech Sciences
    • /
    • v.8 no.1
    • /
    • pp.37-44
    • /
    • 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.

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

  • Koh, Sung-Ryong;Yoon, So-Jeong;Min, Chul-Hong;Choi, Kyung-Soon;Ko, Sun-Hee;Hwang, Min-A
    • Korean Journal of Cognitive Science
    • /
    • v.21 no.4
    • /
    • pp.481-503
    • /
    • 2010
  • In the present study, we examined global and local characteristics of eye movements while 17 Korean third-graders read a Korean story and an expository text. In story reading, children fixated for about 213ms at an eojeol(word cluster), made a forward saccade of about 3.6 characters to the next eojeol, and regressed backward at 30.8% on average. In expository text reading, children fixated for about 214ms at an eojeol, made a forward saccade of about 3.3 characters to the next eojeol, and regressed backward at 31% on average. In addition, the effects of eojeol length, word frequency and landing position were examined. The gaze duration in the long ejoels was longer than in the short eojeols. In a further analysis where the repeatedly used eojeols were excluded, the eojeol length effect appeared in the low-frequency words, but seemed to disappear in the high-frequency words. In terms of landing position, the eyes seemed to land near the center of an eojeol more frequently than on the boundaries. When the eyes landed at the boundary of an eojeol, the eyes tended to fixate the eojeol again.

  • PDF