• Title/Summary/Keyword: Game User Analysis

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A Study on the Interrelation between Contents Services and General Services in Point of User (이용자 관점의 컨텐츠 서비스와 일반 서비스와의 상호 관계에 관한 연구)

  • Lee, Ji-Hun
    • Journal of Korea Game Society
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    • v.10 no.6
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    • pp.97-114
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    • 2010
  • Domestic game industry is growing around game contents service. Game contents service is becoming popular because it has character that can use a game with opposing user on network in real time and advantage that can download the wanted game at anytime or anywhere. It is different to general service from the view point of user. In order words, the user of game contents service has different character from that of general service because their using characteristics in service using effect are shown use variously in the demographics, psychology and behavioral particular. In these views, we have done a comparative analysis character between game contents service and general service.

Optimization lobby UI proposal of Mobile baseball manager game (최적화 로비 UI 제안 - 모바일 야구 매니저 게임을 중심으로 -)

  • Ryu, In-Seok;Kim, Tae-Gyu
    • Journal of Korea Game Society
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    • v.20 no.4
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    • pp.67-76
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    • 2020
  • This study analyzes the lobby UI of the baseball manager game based on the mobile platform and proposes an optimized lobby UI. The UI layout-based detailed icons and button interactions in the four game lobbies are compared and analyzed by comparing and analyzing the common points and differences to finally calculate the optimized UI composition. Furthermore, based on the analysis, we intend to propose a lobby UI optimized for user-centered design.

A Study on Utilization of Facial Recognition-based Emotion Measurement Technology for Quantifying Game Experience (게임 경험 정량화를 위한 안면인식 기반 감정측정 기술 활용에 대한 연구)

  • Kim, Jae Beom;Jeong, Hong Kyu;Park, Chang Hoon
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.7 no.9
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    • pp.215-223
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    • 2017
  • Various methods for creating interesting games are used in the development process. Because the empirical part is difficult to measure and analyze, it usually only measures and analyzes the parts where data are easy to quantify. This is a clear limit to the fact that the experience of the game is important.This study proposes a system that recognizes the face of a game user and measures the emotion change from the recognized information in order to easily quantify the experience of the user who is playing the game. The system recognizes emotions and records them in real time from the face of the user who is playing the game. These recorded data include time and figures related to the progress of the game, and numerical values for emotions recognized from the face. Using the recorded data, it is possible to judge what kind of emotion the game induces to the user at a certain point in time. Numerical data on the recorded empirical part using the system of this study is expected to help develop the game according to the developer 's intention.

Correlation Analysis between Game Bots and Churn using Access Record (Access Record를 활용한 게임 봇과 유저 이탈의 상관관계 분석)

  • Kim, Young Hwan;Yang, Seong Il;Kim, Huy Kang
    • Journal of Korea Game Society
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    • v.18 no.5
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    • pp.47-58
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    • 2018
  • Game bots distribute a large amount of goods or items used in a game, thereby lowering the value of game goods and items. Also, a large number of game bots hunt monsters and collect items, which hinders ordinary users from enjoying content normally. However, no research has been done on the type of user and the type of activity that the increase in bots specifically affects. Therefore, this study provides a practical implication to encourage users to use games by classifying types based on the game users' access data and analyzing the correlation with user departure due to the increase of bots.

An Analysis of Game Strategy and User Behavior Pattern Using Big Data: Focused on Battlegrounds Game (빅데이터를 활용한 게임 전략 및 유저 행동 패턴 분석: 배틀그라운드 게임을 중심으로)

  • Kang, Ha-Na;Yong, Hye-Ryeon;Hwang, Hyun-Seok
    • Journal of Korea Game Society
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    • v.19 no.4
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    • pp.27-36
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    • 2019
  • Approaches to find hidden values using various and enormous amount of data are on the rise. As big data processing becomes easier, companies directly collects data generated from users and analyzes as necessary to produce insights. User-based data are utilized to predict patterns of gameplay, in-game symptom, eventually enhancing gaming. Accordingly, in this study, we tried to analyze the gaming strategy and user activity patterns utilizing Battlegrounds in-game data to detect the in-game hack.

A Study on Improvement Direction of Onboarding Process Design for Elevating Early User Experience of Online Games (온라인 게임의 초반 사용자 경험 향상을 위한 진입 과정 디자인 개선 방향 연구)

  • Yang, Seung Hee;Yoo, Seung Hun
    • Design Convergence Study
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    • v.18 no.4
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    • pp.1-15
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    • 2019
  • As the game industry is steadily becoming the spotlight industry, the importance of user experience design in game industry is increasing. This study tried to approach game from the viewpoint of user experience design and aimed to analyze the onboarding process focusing on user accessibility and retention in an online game. First, through literature review, onboarding process was devided into three stages. Then each stages were analyzed into experience design, game design elements to derive the key UX factors. Second, based on the UX elements, the game experience and cognitive element analysis frame was presented. With this frame, five domestic online games were qualitatively analyzed and cognitive elements of each game's onboarding process were derived. Key cognitive factors in each stages were, selective attention in the discovery stage, working memory and active learning in the learning stage, and participation and motivation in the immersion stage. Finally, improvement direction were presented, focusing on the key cognitive factors. These studies highlight the importance of the user entry process in online games and suggests improvements to lower entry barriers.

Functional Analysis and Design of Touch User Interface in Mobile Game (모바일게임 터치사용자인터페이스(TUI)의 기능적 분석 및 설계)

  • Kim, Mi-Jin;Yoon, Jin-Hong
    • The Journal of the Korea Contents Association
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    • v.10 no.1
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    • pp.138-146
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    • 2010
  • Currently mobile phones possess the new features including the control interface provided with an ease, an intuition, and a variety and the display ensured for wide area. Mobile phones mounted with the touch screen release actively due to such strengths. This is the mega trend of the development of the latest mobile game. Mobile games set to the past keypad input system have changed for adaptation in the input environment and the progressive development. Consequently it is necessary to research for 'Touch User Interface(TUI)' of mobile games fixed into input environment by "Touch screen". This study have concreted the application method of touch game through the comparison analysis with the past game and implemented touch mobile game based on usability for ten touch mobile game titles released from the inside and outside of the country in oder to apply the touch interface fixed in the game to the hand-hold device with the function of touch interface. The result of this study have two implications. First it enhances the playability and diversity of game genre restricted by reason of the limitation of the past keypad input device. Second, it utilizes the basis for the standard of the interface of the touch mobile game by genre.

A Study on the Interface Design of Preschool Children Educational Course-ware Based on User Experience and TAM

  • Deng, Qianrong;Cho, Dong-min
    • Journal of Korea Multimedia Society
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    • v.25 no.3
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    • pp.528-536
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    • 2022
  • The purpose of this study is to help preschool children in the interface design of educational game APP at the psychological level. The conceptual model is constructed through the Technology Acceptance Model (TAM) to explore the perceived usefulness and perceived ease of use when children are playing educational game APP. The empirical study was conducted in the form of questionnaires collected after children used game. The research subjects were 3-6 years old children, and the research tool was the game app. Data collection under the guidance of their parents. The research shows that children educational game experience elements can effectively increase preschool children's psychological perception of educational games. Perceived ease of use also increases trust in educational games for children. The results were as follows: 1. Cronbach's Alpha and KMO were 0.969 and 0.955, and the P value was significant, which passed the reliability and validity test. 2. Through confirmatory factor analysis (Model fit index, Composite reliability, discriminant validity), we found that user experience is closely related to perceived usefulness and perceived ease of use. 3. The path analysis of the relationship proves that perceived ease of use play a key role in trusting preschool children educational game APP.

Development of Game management system suitable for mobile games (모바일 게임에 적합한 게임운영 시스템 개발)

  • Lee, Dong-Seong;Ryu, Seuc-Ho;Kyung, Byung-Pyo;Lee, Dong-Lyeor;Lee, Dong-Yeop;Lee, Wan-Bok
    • Journal of Digital Convergence
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    • v.14 no.1
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    • pp.371-377
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    • 2016
  • In the area of mobile game, the job of data analysis is very important. As the mobile game market is being expanded, the characteristics of the market have been so much changed, that the contents updating and marketing strategy should be built on thorough understanding and analysis result of the gamers' needs and their play pattern. Thus the importance of the mobile game management system can not be overemphasized. However, in practice, most of the mobile game companies are small scale, and they have intrinsic problem to provide successful game service to user with a dedicated operating team. To overcome these problems, this paper suggests an efficient mobile game management system based on our already developed mobile game. And the effectiveness of our system is illustrated by our case examples such as prompt response to user question or refund request. Our proposed system also played an important role to plan additional contents update, providing scientific data analysis result on user's play pattern and purchase trend.

A Study on a Stress Measurement Algorithm Based on ECG Analysis of NUI-applied Tangible Game Users (NUI가 적용된 체감형 게임의 사용자 심전도 분석에 의한 스트레스 측정 알고리즘 연구)

  • Lee, Hyun-Ju;Shin, Dong-Il;Shin, Dong-Kyoo
    • Journal of Korea Game Society
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    • v.13 no.5
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    • pp.73-80
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    • 2013
  • NUI(Natural User Interface) allows users to directly interact with surrounding digital devices using their voices or body motions without additional input/output interface devices. Our study has been carried out on human users who play a tangible game with body motions in the NUI-applied smart space. ECG was measured for 60 seconds duration before and after playing the game to determine user stress levels, and the measured signals were analyzed through an improved Random Forest algorithm. In order to experiment by a supervised learning, users additionally input whether or not the user felt stress. Moreover, the improved algorithm showed 1.04% higher accuracy than existing algorithm.