• Title/Summary/Keyword: 감성경험데이터

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User Experience Analysis and Management Based on Text Mining: A Smart Speaker Case (텍스트 마이닝 기반 사용자 경험 분석 및 관리: 스마트 스피커 사례)

  • Dine Yeon;Gayeon Park;Hee-Woong Kim
    • Information Systems Review
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    • v.22 no.2
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    • pp.77-99
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    • 2020
  • Smart speaker is a device that provides an interactive voice-based service that can search and use various information and contents such as music, calendar, weather, and merchandise using artificial intelligence. Since AI technology provides more sophisticated and optimized services to users by accumulating data, early smart speaker manufacturers tried to build a platform through aggressive marketing. However, the frequency of using smart speakers is less than once a month, accounting for more than one third of the total, and user satisfaction is only 49%. Accordingly, the necessity of strengthening the user experience of smart speakers has emerged in order to acquire a large number of users and to enable continuous use. Therefore, this study analyzes the user experience of the smart speaker and proposes a method for enhancing the user experience of the smart speaker. Based on the analysis results in two stages, we propose ways to enhance the user experience of smart speakers by model. The existing research on the user experience of the smart speaker was mainly conducted by survey and interview-based research, whereas this study collected the actual review data written by the user. Also, this study interpreted the analysis result based on the smart speaker user experience dimension. There is an academic significance in interpreting the text mining results by developing the smart speaker user experience dimension. Based on the results of this study, we can suggest strategies for enhancing the user experience to smart speaker manufacturers.

An Exploratory Study of Product Design Strategy in Console Games: Comparison of Emotional Design between Nintendo & Sony (게임기의 제품디자인 전략에 관한 탐색적 연구 -감성경험을 중심으로)

  • Ahn, Ho-Sung;Kim, Jai-Beom;Seo, Heung-Kyo;Oh, Hye-Won
    • Proceedings of the Korea Database Society Conference
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    • 2008.05a
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    • pp.467-476
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    • 2008
  • The success of Nintendo's Wii has changed the paradigm of console game. Existing games and consoles set up the game-playing system of complicated commands, narratives, and significantly advanced the degree of difficulty by the device's excellent capacity and the superiority of graphic in order to draw so called "Game Manias", while Nintendo established the easy game-playing system for not only game manias but women and elderly people. Such an innovation has carried out the most important role for Nintendo to dominate the market all over the world by 47.4% market share of consoles. In addition, it provided the users with unique interaction and emotional experience. In this study, we analyze the case above in terms of product design strategy, particularly emotional design strategy between Nintendo & Sony.

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The Relationship Between Mental Health and Creativity in Youth: Focusing on The Mediating Effects of Frequency of Cultural Activity Participation and Cultural Activity Experience (청소년의 정신건강과 창의성의 관계: 문화활동참여 빈도와 문화예술활동 경험 매개효과 중심으로)

  • Sujeong Kim
    • Science of Emotion and Sensibility
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    • v.27 no.2
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    • pp.49-58
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    • 2024
  • This study aimed to propose implications for mental health and cultural arts education, in which certain factors can contribute to acquiring and improving creativity in adolescents to cultivate the creative human resources required in future society. The study used panel data from the Korean Education Longitudinal Study provided by the Korea Educational Development Institute. First, we analyzed the correlation between mental health and creativity and then examined mediation and serial mediation effects of the frequency of participation in cultural activities and the experience of them between two factors. The results showed that mental health was significantly positively correlated with creativity. Additionally, the frequency of participation in cultural activities and their experience were confirmed to have partial mediating effects. In other words, sound mental health factors such as comfort, enjoyment and happiness, cultural education, and cultural activities were found to have positive effects on creativity in adolescents. To develop creativity in adolescents, this study suggests the following challenges: (1) enhancing positive mental health, (2) increasing participation in cultural and artistic activities, (3) actively developing education programs for the cultural arts on community and educational sites, and (4) using and promoting local cultural and artistic education programs. These are expected to make an important contribution to fostering talented adolescents with creativity and convergence.

Affordable 3D VR Technology for Sensible Design - An Approach to Designing an End-User Oriented Service Space (3D VR 기술을 이용한 서비스 공간의 감성적 디자인)

  • Yoon, So-Yeon;Hwang, Jo-Hye;Park, Jung-A
    • Science of Emotion and Sensibility
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    • v.13 no.1
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    • pp.269-278
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    • 2010
  • Today's Virtual Reality(VR) technology has become considerably more affordable and sophisticated with rapidly advancing computer technology. Photo-realistic visual representations along with real-time interactivity are now achievable without special programing knowledge and expensive equipment. The purpose of this paper is to establish how simple, credible user testing methods based on VR simulations can be utilized to improve design decision making towards more sensible design solutions for end-users. Results of a case study demonstrate the value of potential user-testing feedback in a simulated 3D virtual service space, i.e., restaurant interior. User feedback from the VR simulation includes preferences in table location, privacy, and values of seating preferred tables. A new design framework incorporating an empirical testing method for service spaces is presented. The overall design process, the development of the VE, and the user testing method and findings are discussed. This study provides useful guidances for future efforts in the areas where such technology may benefit to understand end-user feedbacks in design process.

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Type of attitude analysis of the Auto-play mobile games using user (모바일 게임 자동플레이 사용 유저의 유형별 태도분석)

  • Lee, Seung-Jae;Paik, Paul Chul-Ho
    • Journal of Korea Game Society
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    • v.16 no.6
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    • pp.163-172
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    • 2016
  • This study analyzes the attitudes of users who use the automatic-play function of mobile-games. It also observes changes in different emotions to enjoyment. For the analysis, the Q methodology appropriate for the subjectivity study was used, and it classified two types of attitudes based on the analysis. After the classification, it defined the characteristic of each type based on Lazzaro's theory on classification of fun. Types with high rate of convenience feature dependency utilize automatic-play feature to play games for collecting and growth, and they prefer managing the game outdoors. Another type enjoyed the experience of problem solving through games. They want the process to be a good skill to possess in game-play. There was also a tendency to perceive oneself as the game's character. Both types were responded positively to using automatic-play to play mobile-games. This is expected to be used as important data for game production, leading to usability evaluation for analyzing the emotional sensitivity of mobile game users.

Perception of Virtual Assistant and Smart Speaker: Semantic Network Analysis and Sentiment Analysis (가상 비서와 스마트 스피커에 대한 인식과 기대: 의미 연결망 분석과 감성분석을 중심으로)

  • Park, Hohyun;Kim, Jang Hyun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.10a
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    • pp.213-216
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    • 2018
  • As the advantages of smart devices based on artificial intelligence and voice recognition become more prominent, Virtual Assistant is gaining popularity. Virtual Assistant provides a user experience through smart speakers and is valued as the most user friendly IoT device by consumers. The purpose of this study is to investigate whether there are differences in people's perception of the key virtual assistant brand voice recognition. We collected tweets that included six keyword form three companies that provide Virtual Assistant services. The authors conducted semantic network analysis for the collected datasets and analyzed the feelings of people through sentiment analysis. The result shows that many people have a different perception and mainly about the functions and services provided by the Virtual Assistant and the expectation and usability of the services. Also, people responded positively to most keywords.

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The Influence of Technostress and Antismart on Smartphones (테크노스트레스와 안티스마트가 스마트폰 사용에 미치는 영향에 관한 연구)

  • Jin, Soo-Hyang;Lee, Dong-Gun;Lee, Sang-Joon
    • Journal of Digital Convergence
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    • v.10 no.10
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    • pp.187-195
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    • 2012
  • By using smartphones more generally, people's lives become more convenient. However, many people complain of stress caused by the use of smartphones, further, the tendencies to reject it are appearing. In this paper, new conceptual word, antismart-resistance consciousness gained by experience before and after introduction of smart devices - is newly proposed as a research variable. In addition, we have studied to identify the relationship affecting continuous use of smartphones with technostress and antismart. To achieve this, a research model and hypotheses were presented and verified by using questionnaires data. The result showed that users who actively embrace innovative technologies were highly tolerant of technostress, whereas knowledge or experience of IT trends did not affect technostress or antismart tendencies.

The Effects of Shopping Value, Ease of Use, and Usefulness on Mobile Purchase Intention (쇼핑가치, 사용용이성, 유용성이 모바일 구매의도에 미치는 영향)

  • Chae, Jin Mie
    • Science of Emotion and Sensibility
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    • v.20 no.2
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    • pp.73-86
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    • 2017
  • The purpose of this study was to investigate the influence of consumers' shopping value(SV), ease of use(EOU), and usefulness(U) on their purchase intention(PI) in mobile shopping mall. Path hypotheses in structural equation model which was constructed for this purpose were verified. In addition, the research model was analyzed according to the groups classified by the level of purchase experience in mobile shopping mall. The survey was limited to the respondents in their 20s and 30s living in Seoul and other metropolitan areas who had purchased fashion products in mobile shopping mall. 411 useful data collected from on-line survey were analyzed by descriptive statistics, exploratory factor analysis, confirmatory factor analysis, reliability analysis, and pearson's correlation analysis using SPSS 21 and AMOS 19. The results of verifying the hypotheses were as follows: First, SV was composed of two factors which included hedonic shopping value(HSV) and utilitarian shopping value(USV). Second, the research model was verified as an acceptable model in explaining the influence of consumers' SV, EOU, and U on PI. Third, seven hypotheses among nine hypotheses were accepted in high purchasers. HSV did not have a significant influence on PI, and EOU did not affect PI significantly. Fourth, five hypotheses were accepted in light purchasers. HSV affected U significantly while USV had a significant impact on EOU and PI. EOU affected U, and U affected PI significantly. In conclusion, USV was proven to be the factor affecting PI directly as well as indirectly. Eou and U also had a significant influnce on PI in mobile fashion shopping. These results will provide mobile marketers with the differentiated strategies to make consumers lead to mobile purchase.

Effects of Consumer Innovativeness on the Evaluation of the Online Fashion Advertisement Sustainability (온라인 패션광고의 지속가능성 평가에 대한 소비자 혁신성 효과)

  • Son, Mi Young;Yoon, Namhee
    • Science of Emotion and Sensibility
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    • v.19 no.2
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    • pp.43-54
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    • 2016
  • The purpose of this research was to analyze the effect of consumer innovativeness on the evaluation of online fashion advertisement sustainability and on purchase intentions of advertising products. Online survey have been conducted of 573 people who had experience of online advertisements. The data collected from the surveys were analyzed by the factor analysis, the t-test and the multiple regression analysis. the results are as follows: Firstly, it has been identified that the concept of sustainability of online fashion advertisement consists of four sub-elements of the objectivity of advertisement expressions, the non-harmfulness of advertisement expressions, the protection of personal information, and the non-infringement of web use. Secondly, the group that has a higher consumer innovativeness shows a significantly higher experience of online advertisements as well as more many internet use hours than those who have a lower consumer innovativeness. In addition, comparing with the group that shows lower consumer innovativeness, the group who has higher consumer innovativeness shows a significantly higher recognition of the protection of personal information, the non-infringement of web use and the objectiveness of advertisement expressions among the sub-elements of online fashion advertisement. Lastly, the objectiveness of advertisement expressions and the non-infringement of web use significantly affect the intentions of the group that has high consumer innovativeness to purchase advertised products, and the purchase intentions of those who have low consumer innovativeness are significantly affected by the objectiveness of advertisement expressions and the protection of personal information.

Usability Evaluation of Artificial Intelligence Search Services Using the Naver App (인공지능 검색 서비스 활용에 따른 서비스 사용성 평가: 네이버 앱을 중심으로)

  • Hwang, Shin Hee;Ju, Da Young
    • Science of Emotion and Sensibility
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    • v.22 no.2
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    • pp.49-58
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    • 2019
  • In the era of the 4th Industrial Revolution, artificial intelligence (AI) has become one of the core technologies in terms of the business strategy among information technology companies. Both international and domestic major portal companies are launching AI search services. These AI search services utilize voice, images, and other unstructured data to provide different experiences from existing text-based search services. An unfamiliar experience is a factor that can hinder the usability of the service. Therefore, the usability testing of the AI search services is necessary. This study examines the usability of the AI search service on the Naver App 8.9.3 beta version by comparing it with the search services of the current Naver App and targets 30 people in their 20s and 30s, who have experience using Naver apps. The usability of Smart Lens, Smart Voice, Smart Around, and AiRS, which are the Naver App beta versions of their artificial intelligence search service, is evaluated and statistically significant usability changes are revealed. Smart Lens, Smart Voice, and Smart Around exhibited positive changes, whereas AiRS exhibited negative changes in terms of usability. This study evaluates the change in usability according to the application of the artificial intelligence search services and investigates the correlation between the evaluation factors. The obtained data are expected to be useful for the usability evaluation of services that use AI.