• Title/Summary/Keyword: 컴퓨터 사용의도

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Development of Korean dataset for joint intent classification and slot filling (발화 의도 예측 및 슬롯 채우기 복합 처리를 위한 한국어 데이터셋 개발)

  • Han, Seunggyu;Lim, Heuiseok
    • Journal of the Korea Convergence Society
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    • v.12 no.1
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    • pp.57-63
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    • 2021
  • Spoken language understanding, which aims to understand utterance as naturally as human would, are mostly focused on English language. In this paper, we construct a Korean language dataset for spoken language understanding, which is based on a conversational corpus between reservation system and its user. The domain of conversation is limited to restaurant reservation. There are 7 types of slot tags and 5 types of intent tags in 6857 sentences. When a model proposed in English-based research is trained with our dataset, intent classification accuracy decreased a little, while slot filling F1 score decreased significantly.

A study on the influence of customer perceived value on purchase intention of Chinese traditional music training institutions

  • Jin, Mei-Lin
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.7
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    • pp.195-202
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    • 2022
  • The purpose of this study is to study the perceived value of consumers of traditional Chinese music training institutions, and the resulting research on the impact of customers' purchase intentions. This research refers to relevant literature on customer perceived value and customer purchase intention, and divides customer perceived value into five value dimensions: emotion, quality, experience, price and reputation. Questionnaire survey method, using SPSS analysis AMOS tool to conduct empirical research, the research results show that customer perceived value has an important positive impact on purchase intention in five value dimensions of emotion, quality, price, experience and reputation, which is a traditional music training institution. Provide reference and suggestions for improvement.

How to Reflect User's Intention to Improve Virtual Object Selection Task in VR (VR 환경에서 가상 객체 선택 상호작용 개선을 위한 사용자 의도 반영 방법)

  • Kim, Chanhee;Nam, Hyeongil;Park, Jong-Il
    • Journal of Broadcast Engineering
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    • v.26 no.6
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    • pp.704-713
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    • 2021
  • This paper proposes a method to prioritize the virtual objects to be selected, considering both the user's hand and the geometric relationship with the virtual objects and the user's intention which is recognized in advance. Picking up virtual objects in VR content is an essential and most commonly used interaction. When virtual objects are located close to each other in VR, a situation occurs in which virtual objects that are different from the user's intention are selected. To address this issue, this paper provides different weights for user intentions and distance between user's hand and virtual objects to derive priorities in order to generate interactions appropriately according to the situation. We conducted the experiment in the situation where the number of virtual objects and the distance between virtual objects are diversified. Experiments demonstrate the effectiveness of the proposed method when the density between virtual objects is high and the distance between each other is close, user satisfaction increases to 20.34% by increasing the weight ratio of the situation awareness. We expect the proposed method to contribute to improving interaction skills that can reflect users' intentions.

An Effect of Technostress After-Work Hours on Turnover Intention

  • Lee, Sae Bom;Tang, Min-Yan;Suh, Yung Ho
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.12
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    • pp.169-177
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    • 2021
  • Based on the technostress theory, this study aims to explore the effect of technostress caused by the use of social media during or after work hours on job turnover intention. This study conducted an online survey targeting 341 Chinese WeChat users. According to the results of the structural model analysis, role overload, role conflict, and work invasion that occur during work affect technostress, and social interaction overload, invasion of private life, and Fear of Missing Out (FoMO) that occur after work have a effect on technostress as well. Technostress occurring during work did not appear to have an effect on turnover intention, but technostress occurring after work was found to have a positive effect on turnover intention. It is expected that this study will be used as a basic data for the correct use of social media within an organization.

Information Privacy Concerns and Trust in SNS

  • Kim, Yujin;Lee, Hyung-Seok
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.10
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    • pp.223-233
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    • 2022
  • In this paper, we examined the causes of information privacy concerns, trust and related factors in social network services. On the basis of the 'elaboration likelihood model,' we established factors such as information quality, privacy policy, perceived SNS app popularity and optimism bias affecting information privacy concern of SNS users. In addition, we analyzed the relationship between information privacy concern, trust in SNS members, trust in SNS platform and intention to use. Finally, on the basis of the 'trust transfer theory', we analyzed the relationship between trust in SNS members and trust in SNS platform. The results of the study showed that (1) information quality, privacy policy and optimism bias had the significant effects on information privacy concerns, (2) perceived SNS app popularity didn't affect information privacy concerns, (3) information privacy concerns had the significant effects on trust in SNS platforms (4) in accordance with the trust transfer theory, trust in SNS members had the significant effect on trust in SNS platforms, and (5) trust in SNS members had the significant effect on intention to use, while trust in SNS platform didn't have the significant effect on intention to use. The findings of the study are expected to help to improve the SNS firms' understanding towards customers' information privacy protection behaviors and trust.

Developing Personally Mobile User Interface (의사결정트리 기반의 개인화된 지능성 UI 개발)

  • Jeong, Minwoo;Oh, Jehwan;Lee, Eunseok
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.04a
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    • pp.519-522
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    • 2009
  • 이동단말기기의 성능이 발전함에 따라 사용자에게 다양한 서비스를 제공할 수 있게 되었다. 하지만 사용자의 취향이나 의도에 따라 이용하는 선호 서비스는 일부분에 불과하다. 이것은 사용자마다 라이프스타일에 의한 서비스 사용 패턴에 차이가 있음에도 불구하고 획일화된 UI만을 제공하기 때문이다. 본 논문에서는 이동단말기기를 통하여 시간에 따른 사용자의 위치 및 콘텐츠 사용정보를 수집하고 의사결정트리를 이용하여 사용자의 콘텐츠 사용패턴을 추론한다. 또한, 추론한 콘텐츠 사용 패턴을 기반으로 개인화된 UI 구성 방법을 제안한다. 개인화된 지능성 UI를 통하여 사용자들이 라이프 스타일에 적합한 다양한 콘텐츠를 사용하게 되고, 이동단말기기의 활용성 또한 높아질 것을 기대할 수 있다.

Development of an EMG-based computer interface for the physically handicapped (지체장애인을 위한 근전도기반의 컴퓨터 인터페이스 개발)

  • Choi, Chang-Mok;Han, Hyon-Young;Ha, Sung-Do;Kim, Jung
    • 한국HCI학회:학술대회논문집
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    • 2007.02a
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    • pp.222-227
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    • 2007
  • 본 논문에서는 지체장애인들이 유효한 말초신경신호를 이용하여 컴퓨터를 사용할 수 있는 인터페이스를 개발하였다. 손목의 움직임을 통해 아래팔 4부분으로부터 근전도 (electromyogram, EMG) 신호를 추출하였고, 다층 인식 신경망을 사용하여 사용자의 의도를 추출하였다. 이를 통하여 마우스 커서의 움직임을 제어하고, 마우스 버튼을 클릭하는 동작을 할 수 있으며, 시각 디스플레이 장치에 표시된 핸드폰 자판과 같은 유저 인터페이스를 통해 컴퓨터에 글자를 입력할 수 있게 하였다. 추가적으로 Fitts' law를 사용하여 본 인터페이스의 사용성을 평가하였고, 이를 기존연구와 비교함으로써 본 인터페이스의 효용성을 검증하였다.

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A Study on the Factors Affecting the Intention to Use the Integrated Farming and Returning Village Platform Based on Big Data (빅데이터기반 귀농·귀촌 통합플랫폼 사용의도에 영향을 미치는 요인에 관한 연구)

  • Lee, Won Suk;Jang, Sang-hyun;Ha, Seung-Jae;Shin, Yongtae
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.05a
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    • pp.249-252
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    • 2021
  • 한국 농업·농촌의 고령화 현상과 농업인구의 감소가 점차 심화됨에 따라 귀농·귀촌을 통한 인구 유입이 절실한 상황이다. 이를 위해서 귀농·귀촌 희망자가 의사결정 시에 도움을 받을 수 있는 귀농·귀촌 통합플랫폼을 구축 예정이다. 따라서 본 연구를 통해 빅데이터기반 귀농·귀촌 통합플랫폼 사용의도에 영향을 미치는 요인들을 분석하여 실제 플랫폼 구축 시 필요한 시사점을 도출하고자 한다.

A study on the effect of expected benefits and perceived risks on intention to use untact medical diagnosis and consultation services

  • Jin, Seok
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.4
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    • pp.61-77
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    • 2022
  • The purpose of this study is to explain intention to use untact medical diagnosis and consultation services. We carried out the analysis of the survey data using Smart PLS 3.0 to test the hypotheses how the expected benefit variables and perceived risk variables of untact medical diagnosis and consultation services affect intention to use. According to the empirical analysis results, this study confirmed that quality of telemedicine service had a significant effects on perceived usefulness, Perceived Easy of Use. And accessibility had a significant effects on perceived easy of use, cost saving and expected benefits had a significant effects on use Intention of untact medical diagnosis and consultation services. Performance risk and service risk had a significant effect on medical risk. And medical risk had a significant negative(-) effects on use Intention of untact medical diagnosis and consultation services. This study has its meaning because it found out that it deals structurally and expansively with use intention of untact medical diagnosis and consultation services through positive and negative factors.

Relationship between psychological contract and job satisfaction, organizational trust, and turnover intention perceived by the national taekwondo demonstration team

  • Lee, Beob-Sun;Park, Jong-Hwa
    • Journal of the Korea Society of Computer and Information
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    • v.27 no.7
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    • pp.153-164
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    • 2022
  • The purpose of this study is to investigate the relationship between psychological contract perceived by national taekwondo demonstration members and job satisfaction, organizational trust, and turnover intention. A total of 228 questionnaires were analyzed using SPSS 21.0 for members who experienced the national taekwondo demonstration team. Frequency analysis, exploratory factor analysis, reliability analysis, correlation analysis and multiple regression analysis were used. First, psychological contract had a significant effect on job satisfaction, second, psychological contract had a significant effect on organizational trust, third, psychological contract had a partial negative effect on turnover intention, fourth, job satisfaction had a significant effect on organizational trust, and fifth, job satisfaction had a partial negative effect on turnover intention.