• Title/Summary/Keyword: Community classification

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Greeting, Function, and Music: How Users Chat with Voice Assistants

  • Wang, Ji;Zhang, Han;Zhang, Cen;Xiao, Junjun;Lee, Seung Hee
    • Science of Emotion and Sensibility
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    • v.23 no.2
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    • pp.61-74
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    • 2020
  • Voice user interface has become a commercially viable and extensive interaction mechanism with the development of voice assistants. Despite the popularity of voice assistants, the academic community does not utterly understand about what, when, and how users chat with them. Chatting with a voice assistant is crucial as it defines how a user will seek the help of the assistant in the future. This study aims to cover the essence and construct of conversational AI, to develop a classification method to deal with user utterances, and, most importantly, to understand about what, when, and how Chinese users chat with voice assistants. We collected user utterances from the real conventional database of a commercial voice assistant, NetEase Sing in China. We also identified different utterance categories on the basis of previous studies and real usage conditions and annotated the utterances with 17 labels. Furthermore, we found that the three top reasons for the usage of voice assistants in China are the following: (1) greeting, (2) function, and (3) music. Chinese users like to interact with voice assistants at night from 7 PM to 10 PM, and they are polite toward the assistants. The whole percentage of negative feedback utterances is less than 6%, which is considerably low. These findings appear to be useful in voice interaction designs for intelligent hardware.

Prediction Model of Quality of Life in Elderly Based on ICF Model (ICF 모델에 근거한 노인의 삶의 질 예측 모형)

  • So, Hee-Young;Kim, Hyun-Li;Ju, Kyung-Ok
    • Journal of Korean Academy of Nursing
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    • v.41 no.4
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    • pp.481-490
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    • 2011
  • Purpose: The purpose of this study was to identify from the International Classification of Functioning model, factors influencing quality of life in elderly persons and to describe the concrete pathway of influence and the power of each variable. Methods: The sample included 334 elders who lived in 5 districts of D Metropolitan City. A structured questionnaire was used and the collected data were analyzed for fitness, using the AMOS 18.0 program. Results: This model was concise and extensive in predicting the quality of life of elders. The research verified the factors influencing quality of life for elders as direct factors such as activity of daily living (ADL) (${\beta}$=.13, t=2.47), leisure activity (${\beta}$=.55, t=5.04), social disengagement (${\beta}$=-.25, t=-2.25), and depression (${\beta}$=-.62, t=-10.86). Indirect factors including economic status (${\gamma}$=.17, p=.009), type of residence (${\gamma}$=.19, p=.004), ADL (${\gamma}$=.12, p=.027) were important factors in predicting quality of life for elders. These variables explained 75.6% of variance in the prediction model. Conclusion: The findings indicate a need for the nursing scientific community to develop intervention programs considering these variables to improve the quality of life for elders.

An Empirical Study on Introduction of PSO Bus Line under Semi-public Bus System (시내버스 준공영제에서 정책노선 운영 제도 도입을 위한 실증적 분석)

  • LEE, Sang Yong;JUNG, Hun Young
    • Journal of Korean Society of Transportation
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    • v.36 no.3
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    • pp.184-194
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    • 2018
  • Recently, the need to introduce bus lines on a welfare basis is increasing as public intervention in bus routes is accelerated through semi-public bus system. The main objective of this study is to establish the concept of PSO (public service obligation) bus line on a welfare basis and propose a classification method of PSO bus line under semi-public bus system. We introduced 3 indexes such as "equity" in terms of bus line distribution, "publicity" in terms of age distribution, and "profitability" in terms of bus operating revenues. On the basis of 3 indexes, we introduced the PSO bus line, which is fair and public, even if it is not profitable. Based on the concept established in this study, we divided 130 ordinary city bus lines in Busan Metropolitan City into 8 PSO bus lines. Also, considering the positive impact of public buses, which are less profitable, but improve the mobility of residents and secure public community, we suggested the need to introduce public buses in bus service shortage areas.

Comparison of Amylogram Properties among Several Subspecies of Rice (여러 아종 벼 품종들간 아밀로그램 특성 비교)

  • Kwak Tae-Soon
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.50 no.3
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    • pp.186-190
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    • 2005
  • This experiment was conducted to collect the basic information on the varietal diversity in amylogram properties of 3 different rice sub-species under tropical conditions in IRRI 2001 wet season based upon correlation and principal component analysis. The peak viscosity and breakdown property of Tongil type, i.e.; temperate Indica species showed higher similarity with Japonica type species rather than typical Indica and tropical japonica types. The amylogram properties such as final viscosity, pasting consistency and setback of Tongil type varieties were lower than those of typical Indica and tropical japonica types. The peak viscosity showed positive correlation with trough, while the breakdown showed negative correlation with setback in all tested 3 rice subspecies. The first principal component was applicable to increase the gelatinization temperature, final viscosity, pasting consistency and setback, and applicable to decrease the peak viscosity and breakdown. Varietal classification by the principal component score of each pedigree could be applied to the interpretation of the community by the scatter diagram for the amylogram properties to the different sub-species of rice at IRRI conditions.

Development of CAPSS2SMOKE Program for Standardized Input Data of SMOKE Model (배출 모델 표준입력자료 작성을 위한 CAPSS2SMOKE 프로그램 개발)

  • Lee, Yong-Mi;Lee, Dae-Gyun;Lee, Mi-Hyang;Hong, Sung-Chul;Yoo, Chul;Jang, Kee-Won;Hong, Ji-Hyung;Lee, Suk-Jo
    • Journal of Korean Society for Atmospheric Environment
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    • v.29 no.6
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    • pp.838-848
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    • 2013
  • The Community Multiscale Air Quality (CMAQ) model is capable of providing high quality atmospheric chemistry profiles through the utilization of high-resolution meteorology and emissions data. However, it cannot simulate air quality accurately if input data are not appropriate and reliable. One of the most important inputs required by CMAQ is the air pollutants emissions, which determines air pollutants concentrations during the simulation. For the CMAQ simulation of Korean peninsula, we, in general, use the Korean National Emission Inventory data which are estimated by Clean Air Policy Support System (CAPSS). However, since they are not provided by model-ready emission data, we should convert CAPSS emissions into model-ready data. The SMOKE is the emission model we used in this study to generate CMAQ-ready emissions. Because processing the emissions data is very monotonous and tedious work, we have developed CAPSS2SMOKE program to convert CAPSS emissions into SMOKE-ready data with ease and effective. CAPSS2SMOKE program consists of many codes and routines such as source classification code, $PM_{10}$ to $PM_{2.5}$ ratio code, map projection conversion routine, spatial allocation routine, and so on. To verify the CAPSS2SMOKE program, we have run SMOKE using the CAPSS 2009 emissions and found that the SMOKE results inherits CAPSS emissions quite well.

Factors Associated with Delayed Diagnosis of Cervical Cancer in Iran - a Survey in Isfahan City

  • Behnamfar, Fariba;Azadehrah, Mahboobeh
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.2
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    • pp.635-639
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    • 2015
  • Background: In the absence of routine screening program for cervical cancer in Iran and high rate of diagnosed cancer in its advanced stage, recognition of sociodemographic factors related to delayed diagnosis of cancer in Iran could be helpful in reducing the burden of disease in our community. The aim of this study was to determine the stage of cervical cancer at diagnosis and factors related to delayed diagnosis of cervical cancer in Isfahan, Iran. Materials and Methods: In this cross sectional study women diagnosed with cervical cancer for the first time by histo-pathological examination were enrolled. According to the clinical and paraclinical findings and staging of the cancer, they were classified into early and delayed diagnosis of cervical cancer. Sociodemographic factors were compared in the two groups. Results: In this study of 55 women mean age was $48.3{\pm}12.0.$ According to our classification 6/55 (10.9%) and 49/55 (89.1%) of them had early and delayed diagnosis of cervical cancer. Delayed diagnosis of the cancer was significantly higher in patients with lower degree of education, lower socioeconomic status, having smoker and addict husband and those who did not have a history of Pap smear test (p<0.05). Conclusions: The results of this study indicated risk factors related to delayed diagnosis of cervical cancer. The affected women should be targeted for implementation of specialized educational programmes for improving knowledge and screening test.

Patterns of Collaboration Networks:Co-authorship Analysis of MIS Quarterly from 1996 to 2004 (협력 네트워크 패턴에 관한 연구: MIS Quarterly 공저자 분석을 중심으로)

  • Huang, Ming-Hao;Ahn, Joong-Ho;Jahng, Jung-Joo
    • The Journal of Society for e-Business Studies
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    • v.13 no.4
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    • pp.193-207
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    • 2008
  • The study investigates the co-authorship networks of MIS Quarterly as one of the leading journals in IS field and examines patterns of collaboration networks of the intellectuals. These issues are addressed through a systematic Social Network Analysis (SNA) of 242 articles published from 1996 to 2004 in MIS Quarterly. Results of co-authorship network analysis indicate that the whole incomplete network has a low degree of density. Thus, we analyzed three biggest sub-networks to find out who the key players of each sub-network are. Then, following the keyword classification scheme, relevant data from the articles were collected and coded to analyze three major co-authorship networks of MIS Quarterly community. Some implications are drawn from different research keywords of each sub-network.

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Relationship between the spatial distribution of coastal sand dune plants and edaphic factors in a coastal sand dune system in Korea

  • Hwang, Jeong-sook;Choi, Deok-gyun;Choi, Sung-chul;Park, Han-san;Park, Yong-mok;Bae, Jeong-jin;Choo, Yeon-sik
    • Journal of Ecology and Environment
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    • v.39 no.1
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    • pp.17-29
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    • 2016
  • We conducted the study on the relationship between the distribution of coastal sand dune plants and edaphic factors from the shoreline to inland in sand dune ecosystem. The application of TWINSPAN classification based on 10 species, led to the recognition of three vegetative groups (A-C), which associated with their habitats (foredune, hummuck in semistable zone and stable zone). The associations were separated along soil gradient far from the seashore. The relationships between species composition and environmental gradients were explained by canonical correspondence analysis (CCA). Distance from the shoreline was an important indicator to determine soil properties (pH, total ion contents, sand particle sizes, organic matters and nitrogen contents) from the seaward area to inland area and distribution pattern of coastal sand dune plants. Group A is foredune zone, characterized by Calystegia soldanella; group included typical foredune species such as Elymus mollis, Carex kobomugi, Ixeris repens, C. soldanella and Glehnia littoralis. Group B on semi-stabilized zone was characterized by Vitex rotundifolia, a perennial woody shrub. This group was associated the proportion of fine sand size (100 to 250 μm). The results on the proportion of soil particle size showed a transition in sand composition, particularly with respect to the proportion of fine sand size that occurred from the foredune ridge at 32.5 m to the Vitex rotundifolia community at 57.5 m from the shoreline. Group C on stabilized zone was characterized by Zoysia macrostachya, Lathyrus japonicus and Cynodon dactylon and were associated soil organic matter and nitrogen contents. The spatial distribution of plants in the Goraebul coastal sand dune system may result from the interactions between the plant species and environmental heterogeneity.

Outpatient Prescription Pattern of Anti-inflammatory Drugs by Pediatricians and ENT Physicians in Ulsan City (울산 지역 소아청소년과 및 이비인후과에서의 항염증제 처방 형태 분석)

  • Kim, Sung-Chull;Kim, Young-Rok;Hwang, Jae-Yoon;Chang, Hyeun-Wook;Nam, Doo-Hyun
    • Korean Journal of Clinical Pharmacy
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    • v.20 no.3
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    • pp.205-212
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    • 2010
  • The prescription sheets for outpatients from July 2008 to June 2009 from 7 community pharmacies in Ulsan City were surveyed for the anti-inflammatory drug (AID) prescription pattern. The AID prescription rate of pediatricians and ENT physicians were 30.0% and 34.8%, respectively. The oral steroidal anti-inflammatory drugs (SAIDs) were prescribed as much as 3.9% by pediatricians and 10.3% by ENT physicians. The chiefly prescribed oral SAID was prednisolone in pediatric clinics and methylprednisolone in ENT clinics. Meanwhile the prescription rate of oral non-steroidal anti-inflammatory drug (NSAID) was 22.5% by pediatricians and 21.4% in ENT physicians. The most favorable NSAIDs were propionate derivatives in both clinics. In case of externally-applied SAIDs, the prescription rate of pediatricians was 3.6% and that of ENT physicians was 2.8%. Among them, nasal spray, inhalant and gargle formulations for upper respiratory infection (URI) treatment occupied 35.8% of externally-applied SAIDs in pediatric clinics and 59.7% in ENT clinics. Further, it was observed that ENT physicians favored much stronger SAIDs in Group III of ATC classification (75.4% of externally-applied SAIDs) than pediatricians (49.2%). In the survey of AID combination rate, pediatric clinics showed much lower rate (1.4% of total AID prescriptions) than ENT clinics (7.5%). Among them, the combination rate of oral SAID and oral NSAID by ENT physicians (52.2% of total AID combinations) was much higher than pediatricians (36.6%), which might be over-prescription of AID agents. In conclusion, the AID prescription rate as well as AID combination rate, especially in SAID prescriptions, was much higher in ENT than pediatric clinics, which implies the higher confidency on AID drugs of ENT physicians even though the severity of patient's symptom could be considered.

Basic Social Work Practice Skills: Its Empirical Identification and Classification in Korean Practice Fields (한국 사회복지실천 현장 내 기본 실천기술의 실증적 확인 및 분류)

  • Um, Myung-Yong
    • Korean Journal of Social Welfare
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    • v.57 no.1
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    • pp.61-91
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    • 2005
  • This study aimed to explore empirically social work practice skills that are being used most frequently in a variety of social work settings in Korea. Out of 669 questionnaire sent, 361 were returned. Exploratory factor analysis revealed 7 underlying axes from 132 most frequently used practice skills. They were named as: casework skills, group work skills, family work skills, community work skills, volunteer managing skills, program development and evaluation skills, and agency managing skills. Second factor analysis explored underlying sub-factors from each of the seven axes. Researcher identified 42 principal skills that can represent the underlying sub-factors explored in the previous stage. Finally, research checked if the different work settings use different practice skill axes. Study results can be used to connect social work education settings and practice fields in Korea. There has been an argument that Korean social work education has been teaching improper practice skills to the to-be-social workers.

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