• 제목/요약/키워드: Short Text Message

검색결과 39건 처리시간 0.026초

특징추출을 이용한 트위터 메시지 주제 분류 방법 (A Method of Classifying Tweet by subject using features)

  • 송지민;김한우;김동주;정성훈
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2014년도 춘계학술대회
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    • pp.905-907
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    • 2014
  • 트위터는 전세계적으로 다양한 정보와 의견을 공유하는 교류의 장으로 이용되고 있다. 트위터에서 생성되는 막대한 양의 데이터를 활용하려는 시도가 이루어지고 있다. 그 중 다양한 주제별 정보를 추출하여 이용하려는 연구가 활발히 진행되고 있다. 트위터는 140자의 짧은 메시지로 정보를 공유하는 서비스이다. 이러한 짧은 메시지는 트윗에서 다양한 주제별 정보를 추출하는 것을 어렵게 한다. 본 논문에서는 트윗의 기능들과 분류할 주제의 특징을 이용하여 트윗 주제별 분류 방법을 제안한다. 이 방법의 유용성을 검증하기 위해, 트윗 API를 사용하여 수집된 10000개의 트윗으로 실험하였다. 그 결과 기존 연구들보다 뛰어난 결과를 얻었다.

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Impact of Short Message Service (SMS) and Social Media on Sexual Intercourse of High School Students in Cambodia

  • Pahn, Jihyon;Yang, Youngran
    • 지역사회간호학회지
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    • 제30권2호
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    • pp.150-160
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    • 2019
  • Purpose: This study was conducted to investigate the relationship between short message service and social media use, and sexual intercourse of high school students in Cambodia. Methods: Four hundred and eighty-three high school students from three schools in rural provinces were interviewed with structured questionnaires. Results: Sexual intercourse was found significantly more frequent among male students than among female students (p=.001), among alcohol drinkers than among non-drinkers (p<.001), among those who were not taking pictures with mobile phones than among those who were (p=.045), and among those who were exchanging SMS between boyfriend and girlfriend than among those who were not (p=.006). The students who were sending SMS by mobile phones were 5.83 times as likely to have sexual intercourse as their counterparts (p=.020), who were taking pictures with mobile phone were 0.04 times as likely as those who were not (p=.045) and the odds ratio was 15.19 times as high in alcohol drinkers as in non-drinkers (p=.001). Conclusions: Efforts should be made to encourage positive and effective use of social media among adolescents to maintain their sexual health.

Teaching Breast Cancer Screening via Text Messages as Part of Continuing Education for Working Nurses: A Case-control Study

  • Alipour, Sadaf;Jannat, Forouzandeh;Hosseini, Ladan
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권14호
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    • pp.5607-5609
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    • 2014
  • Introduction: Although continuing education is necessary for practicing nurses, it is very difficult to organize traditional classes because of large numbers of nurses and working shifts. Considering the increasing development of mobile electronic learning, we carried out a study to compare effects of the traditional face to face method with mobile learning delivered as text messages by cell phone. Materials and Methods: Sixty female nurses working in our hospital were randomly divided into class and short message service (SMS) groups. Lessons concerning breast cancer screening were prepared as 54 messages and sent in 17 days for the SMS group, while the class group participated in a class held by a university lecturer of breast and cancer surgery. Pre- and post-tests were undertaken for both groups at the same time; a retention test also was performed one month later. For statistical analysis, the paired T test and the independent sample T test were used with SPSS software version 16; p<0.05 was considered significant. Results: Mean age and mean work experience of participants in class and SMS groups was $35.8{\pm}7.2$, $9.8{\pm}6.7$, $35.4{\pm}7.3$, and $11.5{\pm}8.5$, respectively. There was a significant increase in mean score post-tests (compared with pretests) in both groups (p<0.05). Although a better improvement in scores of retention tests was demonstrated in the SMS group, the mean subtraction value of the post- and pretests as well as retention- and pretests showed no significant difference between the 2 groups (p=0.3 and p =0.2, respectively). Conclusions: Our study shows that teaching via SMS may probably replace traditional face to face teaching for continuing education in working nurses. Larger studies are suggested to confirm this.

Lightweight Named Entity Extraction for Korean Short Message Service Text

  • Seon, Choong-Nyoung;Yoo, Jin-Hwan;Kim, Hark-Soo;Kim, Ji-Hwan;Seo, Jung-Yun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권3호
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    • pp.560-574
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    • 2011
  • In this paper, we propose a hybrid method of Machine Learning (ML) algorithm and a rule-based algorithm to implement a lightweight Named Entity (NE) extraction system for Korean SMS text. NE extraction from Korean SMS text is a challenging theme due to the resource limitation on a mobile phone, corruptions in input text, need for extension to include personal information stored in a mobile phone, and sparsity of training data. The proposed hybrid method retaining the advantages of statistical ML and rule-based algorithms provides fully-automated procedures for the combination of ML approaches and their correction rules using a threshold-based soft decision function. The proposed method is applied to Korean SMS texts to extract person's names as well as location names which are key information in personal appointment management system. Our proposed system achieved 80.53% in F-measure in this domain, superior to those of the conventional ML approaches.

정서 차원 공간에서 소설의 지배 정서 분석 및 분류 (Analyzing and classifying emotional flow of story in emotion dimension space)

  • 이신영;함준석;고일주
    • 인지과학
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    • 제22권3호
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    • pp.299-326
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    • 2011
  • 소설, 블로그, 채팅 메시지, 상품평 등의 텍스트는 전반적인 정서의 흐름을 가지고 있다. 텍스트 간의 정서 흐름의 유사도를 비교하면 유사한 정서 흐름을 갖는 텍스트를 분류할 수 있고, 상품 추천이나 의견 수집 등에 활용할 수 있다. 본 논문에서는 텍스트에서 정서 단어를 순차적으로 추출하고 쾌-불쾌, 활성화의 2차원으로 분석하여 텍스트의 정서 흐름을 파악하였다. 또한 텍스트의 순차적인 흐름을 시간 차원으로 설정하여 텍스트의 전반적인 정서 흐름인 '지배 정서(dominant emotion)'를 파악하기 위하여 쾌-불쾌, 활성화, 시간의 3차원 공간에서 정서 흐름을 탐색하였다. 또한 이 3차원 공간 안에서 유클리드 거리를 사용하여 지배 정서 흐름의 유사도를 계산함으로써 유사한 정서 흐름을 가지는 텍스트를 분류하는 방법을 제안하였다. 제안한 방법을 통해 한국 근대 단편 소설들을 분석하여 지배 정서를 분석하였고 유사한 지배 정서를 가지는 소설들을 분류하였다.

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품사 부착 말뭉치를 이용한 임베디드용 연속음성인식의 어휘 적용률 개선 (Vocabulary Coverage Improvement for Embedded Continuous Speech Recognition Using Part-of-Speech Tagged Corpus)

  • 임민규;김광호;김지환
    • 대한음성학회지:말소리
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    • 제67호
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    • pp.181-193
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    • 2008
  • In this paper, we propose a vocabulary coverage improvement method for embedded continuous speech recognition (CSR) using a part-of-speech (POS) tagged corpus. We investigate 152 POS tags defined in Lancaster-Oslo-Bergen (LOB) corpus and word-POS tag pairs. We derive a new vocabulary through word addition. Words paired with some POS tags have to be included in vocabularies with any size, but the vocabulary inclusion of words paired with other POS tags varies based on the target size of vocabulary. The 152 POS tags are categorized according to whether the word addition is dependent of the size of the vocabulary. Using expert knowledge, we classify POS tags first, and then apply different ways of word addition based on the POS tags paired with the words. The performance of the proposed method is measured in terms of coverage and is compared with those of vocabularies with the same size (5,000 words) derived from frequency lists. The coverage of the proposed method is measured as 95.18% for the test short message service (SMS) text corpus, while those of the conventional vocabularies cover only 93.19% and 91.82% of words appeared in the same SMS text corpus.

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정보제공 방법에 따른 암수술환자 가족의 간호요구 만족도와 불안 (The Effects of Pre-operational Education on Nursing Care Satisfaction and Anxiety;A Comparison between Traditional Face-to-face Education and Mobile Text Messages)

  • 임정순;정복례
    • 종양간호연구
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    • 제7권2호
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    • pp.162-168
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    • 2007
  • Purpose: This study was aimed to compare two different kinds of pre-operational education methods on nursing care satisfaction and anxiety among family members of cancer patients. Methods: This research used a quasi-experimental design. A total of 80 patients participated in the study. Forty subjects who were in the experimental group were assigned to be received mobile text-information via cellular phone, whereas control group was given the direct messages from nurses during peri-operative time. Peri-operative family needs and anxiety were measured and analyzed by X2-test and t-test. Result: There was no statistically significant difference in the levels of peri-operative family needs satisfaction and the levels of state anxiety between the two groups (p= .05). Conclusion: Based upon these findings, the nursing intervention with cellular phone short message could be as effective as direct peri-operative information in reducing the level of state anxiety and in increasing of the level of nursing care satisfaction among the family members of cancer patients.

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USN 환경에서 색 광신호를 채널 부호화한 단거리 단방향 통신 (One-way Short-range Communication using Channel Symbol of Color Light Signal based on USN environment)

  • 이공;전영준;신승호
    • 한국통신학회논문지
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    • 제34권4C호
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    • pp.437-445
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    • 2009
  • USN(Ubiquitous Sensor Network)환경의 일반적인 노드는 메시지 전달을 위해서 무선기반의 통신 체제를 사용한다. 그래서 제한된 전원을 고려하고 원거리의 불특정 노드와 통신하려면 다수의 홉 플러딩이 필요하다. 그러나 불특정 노드가 사용자의 가시권 반경에 밀집해 있는 경우 무선 기반의 플러딩은 대안으로서 부족한 점이 있다. 그러한 상황에서는 어둠 속에서 열쇠를 찾기 위해 플래시를 비추는 것처럼, 좀 더 직접적이고, 비접촉인 근거리의 메시지 전달 방식이 필요하다. 본 연구는 다음의 2단계 방법을 통해 이를 해결한다. 첫 번째 단계로 텍스트 메시지를 컬러 코드화할 두 가지 부호화 방안을 제안한다 두 번째 단계에서는 근거리에서 다양한 LED(light-emitting diode) 색 신호를 송수신할 하드웨어 모듈을 개발한다. 실험은 특정 색 광소자를 기준으로 거리와 빛의 입사 각도를 고정한 상태에서 진행하였다.

온도시험 장비 오류 감시 시스템 설계에 관한 연구 (A Study on Design of the Temperature Testing Equipment Malfunction Monitoring System)

  • 윤명섭;박구락
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2019년도 제60차 하계학술대회논문집 27권2호
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    • pp.435-436
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    • 2019
  • 본 논문에서는 첨단 정밀 전자장치의 신뢰성 시험을 위해 사용하는 온도시험 장비의 오동작이 발생이 되면, 시험담당자에게 문자메시지를 통해 현재 시험장비가 오동작 중임을 알릴 수 있는 시스템을 제안한다. 제안시스템은 기존에 오픈 소스를 이용한 시험장비의 오동작 여부를 모니터를 하는 시스템에 시험담당자에게 이 사실을 SMS로 전달하는 시스템을 추가한 것이다. 정밀 전자장치는 출고전에 온도시험 장비를 사용하여 설정한 저온, 고온 온도 상황에서 각각 정상적으로 장치가 동작하는지의 여부를 확인하게 된다. 만약 이 상황하에서 온도 시험장비가 설정한 저온의 온도 이하 혹은 설정한 고온의 온도 이상 등의 오동작이 발생되면, 수억원에 이르는 고가의 시험대상 제품이 손상을 입어 폐기하는 경우가 생긴다. 제안한 시스템은 시험 운용자가 자리를 비우는 야간에 특히 유용한 시스템으로서 온도시험장비와 별도의 전원을 사용하여 그 신뢰성을 높이는 장점을 가진다.

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연령별 휴대폰 사용실태에 관한 연구 (A study on mobile phone using behavior by age group)

  • 윤훈용;윤우순;남창수
    • 대한인간공학회지
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    • 제23권2호
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    • pp.105-120
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    • 2004
  • With the new technology and the popularization of mobile phone. the functions and designs of mobile phone have been varied rapidly. However. based on the user's level of familiarity on mobile phone function and knowledge of information technology. the using behaviors of mobile phone. especially between the young users who are well acquainted with the latest function and technology and the over middle-aged users who are relatively not. would be quite different. A survey was conducted to investigate the various using behaviors of mobile phone in different age groups. The total number of six hundred and sixty-seven people from age seventeen to sixty participated in this study. The participants were divided into young group (age between 17 to 29) and the over middle-aged group (age between 40 to 60) to compare the difference group considered design. price. and function of the mobile phone as three important factors. on the other hand. the over middle-aged group considered quality of communication. price and ease of use as three important factors. All the respondents of the young group know how to use the text messaging function. however for the over middle-aged group. 40% of the respondents knows how to use the text messaging function. The over middle-aged group seemed mainly use the mobile phone for voice communication. however the young group had a tendency to communicate each other with short text message rather than through voice conversation. Twenty percentage of young group responded that they had an experience of pain or discomfort at the thumb. the thenar eminence area. or carpus area during pushing the mobile phone keypad. The excessive frequent use of keypad may cause the risk of repetitive strain injury (RSI). The results of this study could provide important information to understand the way of using mobile phone in different age groups. and also could be used to design and market the mobile phone.