• Title/Summary/Keyword: game analysis method

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A New Method for Engagement Analysis in Online Game using ECG (심전도를 이용한 온라인 게임 몰입 상태 분석 방법)

  • Kim, Young-Jin;Kang, Hang-Bong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2014.04a
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    • pp.975-977
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    • 2014
  • 논문은 심전도를 이용하여 디지털 환경에서의 이용자의 몰입 상태를 측정하기 위한 시스템에 대한 것이다. 기본적으로 피험자에게 설문을 통하여 얻어낸 시간 단위의 몰입 여부에 대해서 측정된 심전도와의 상관 관계를 랜덤 포레스트를 이용하여 학습된 분류기를 이용하여 분석한다.

A Study on the Practice of Performance Assessment in the Elementary School Mathematics - Focussing on Self-assessment and Peer-observation - (초등학교 수학과 수행평가 실천에 관한 연구 - 자기평가.동료평가.관찰평가를 중심으로 -)

  • Kim Song-Ja;Choi Chang-Woo
    • Journal of Elementary Mathematics Education in Korea
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    • v.10 no.1
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    • pp.67-87
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    • 2006
  • This study is to recognize a problem in the practice of performance assessment in elementary school, and to find out some suggestive points for improvement of teaching·learning method in elementary mathematics through assessment by reducing time restriction according to assessment through the practice of self-assessment, peer-assessment and observation, and then by reflecting the results of assessment on teaching learning plan. For that, the questions of study set up are as follows ; 1. How should self-assessment and peer-assessment be applied to in elementary mathematics assessment? 2. How should the time for 'let's play an interesting game' be managed for assessment of elementary mathematics? 3. How should the results of assessment be reflected on the Process of teaching and learning of mathematics? To solve these problems, a researcher of this thesis performed self-assessment, peer-assessment on 40 students of second grade under her charge as a class teacher, and applied observation in the time management process for 'let's play an interesting game' for a semester. self-assessment was made by mathematics journal, self-assessment chart, peer-assessment was by the analysis of conversation record among students in the situations of assessment, and observation was by observation of activity when playing with the results data of play analyzed. the concrete methods of application as follows ; First, mathematics journal was applied $1{\sim}2$ times by each unit with reconstruction into the level of second grade on the basis of the preceding-study models. Second, peer-assessment was applied to the unit-assessment time and the play-activities time by the method of recording·analyzing the contents of conversation among students in the process of assessment. Third, mathematical attitude & dispositions of students making use of the self- assessment table were examined referring to the teaching learning plan. Fourth, the time management for 'let's play an interesting game' was made through the prior recognition of play method and the joyful play-activities by use of the play-plate. Assessment depended on analysis of play-activities results of students making use of an observation form. Fifth, the results of self-assessment, peer-assessment, and observation were analyzed, and then they were made use of as self-observation data, of teacher her/his self, or teaching·learning improvement data. Students' self-assessment datum (mathematics diary, self-assessment sheets, conversation contents in the process of assessment) and observation materials (check lists, Play-activity result materials, conversation contents in the process of play) obtained in the process of application was analyzed as follows ; 1. From the practice of self-assessment in form of mathematics journal, I could obtain not only datum showing how much students was understanding the learning aims by unit time and to any degree they reached but also information about their response to learning datum and favorable type of learning. 2. Assessment by self-assessment chart was useful in planning the mathematics teaching learning process because it helps ascertain mathematical attitude & dispositions of students. 3. Through the application of peer-assessment, students had the opportunity of communicating with other students looking back on his/her explaining process, and teachers could obtain basic materials for assessment of students. 4, In case of time management for 'let's play an interesting game', there was natural extension of play made through time-security by prior looking into the method of play-activity, and then, for a remained time, by making children play a new game. 5, I could easily record the activities of students by use of the observation. form, and make use of it as basic data for descriptive assessment. 6, Each kinds of data obtained from the results of assessment was helpful for securing self-observation materials in the process of teaching learning and for their betterment in mathematics subject. However, because they were in the second grade of elementary school and there was an individual difference, some students could not make use of mathematics diary or self-assessment form properly. In case of these students, assessment data would be obtained through interview or observation. And for effective operation of play, its purpose & method and matters that demand special attention when play-acting should be clearly guided. Also, when applying an effective play in addition to play activities in textbook, to lessons, interesting mathematics lessons could be guided.

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Design of method to analyze UI structure of contents based on the Morphology (형태적 관점의 콘텐츠 UI구조 분석 방법 설계)

  • Yun, Bong Shik
    • Smart Media Journal
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    • v.8 no.4
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    • pp.58-63
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    • 2019
  • The growth of the mobile device market has changed the education market and led to the quantitative growth of various media education. In particular, smart devices, which have better interaction than existing PCs or consoles, can develop more user-friendly content, allowing various types of educational content and inducing changes in traditional education methods for consumers. Although many researchers recently suggest viable development methods or marketing elements of contents, development companies, and developers, until now, merely rely on the human senses. Therefore, it is necessary to study the actual user's smart-device based usability and experience environment. This study aims to propose an intuitive statistical processing method for analyzing the usability of game-type educational contents in terms of form, for popular games that have been released as a basis for analyzing the user experience environment. In particular, because the game industry has a sufficient number of similar examples, it is possible to conduct research based on big data and to use them for immediate decision-making between multiple co-developers through the analysis method proposed by the research. It is expected to become an analytical model that can communicate with other industries because it is effective in securing data sources.

3D Cloud Animation using Cloud Modeling Method of 2D Meteorological Satellite Images (2차원 기상 위성 영상의 구름 모델링 기법을 이용한 3차원 구름 애니메이션)

  • Lee, Jeong-Jin;Kang, Moon-Koo;Lee, Ho;Shin, Byeong-Seok
    • Journal of Korea Game Society
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    • v.10 no.1
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    • pp.147-156
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    • 2010
  • In this paper, we propose 3D cloud animation by cloud modeling method of 2D images retrieved from a meteorological satellite. First, on the satellite images, we locate numerous control points to perform thin-plate spline warping analysis between consecutive frames for the modeling of cloud motion. In addition, the spectrum channels of visible and infrared wavelengths are used to determine the amount and altitude of clouds for 3D cloud image reconstruction. Pre-integrated volume rendering method is used to achieve seamless inter-laminar shades in real-time using small number of slices of the volume data. The proposed method could successfully construct continuously moving 3D clouds from 2D satellite images at an acceptable speed and image quality.

3D Analysis of Scene and Light Environment Reconstruction for Image Synthesis (영상합성을 위한 3D 공간 해석 및 조명환경의 재구성)

  • Hwang, Yong-Ho;Hong, Hyun-Ki
    • Journal of Korea Game Society
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    • v.6 no.2
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    • pp.45-50
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    • 2006
  • In order to generate a photo-realistic synthesized image, we should reconstruct light environment by 3D analysis of scene. This paper presents a novel method for identifying the positions and characteristics of the lights-the global and local lights-in the real image, which are used to illuminate the synthetic objects. First, we generate High Dynamic Range(HDR) radiance map from omni-directional images taken by a digital camera with a fisheye lens. Then, the positions of the camera and light sources in the scene are identified automatically from the correspondences between images without a priori camera calibration. Types of the light sources are classified according to whether they illuminate the whole scene, and then we reconstruct 3D illumination environment. Experimental results showed that the proposed method with distributed ray tracing makes it possible to achieve photo-realistic image synthesis. It is expected that animators and lighting experts for the film and animation industry would benefit highly from it.

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A Meta-analysis of Korean Gamification Research Trends for Security Education Design (보안 교육 설계를 위한 국내 게이미피케이션 연구동향 메타분석)

  • Kim, Jong Wan;Chang, Hang Bae
    • The Journal of Society for e-Business Studies
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    • v.26 no.3
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    • pp.81-95
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    • 2021
  • This study is to design a security game to proceed in the future based on the results of analyzing 105 research trends on gamification from 2018 to 2021 according to research period, research purpose, research subject, research topic, research method, game method, and emphasis factors. was trying to find an answer to Gamification showed a trend of increasing research related to 2021 due to the increase in the importance of non-face-to-face education in 2020, and there were not many studies targeting middle and high school students, colleges, and adults. Security-related research was a relatively incomplete and limited field, as only a small number of studies on raising awareness were conducted due to access restrictions. In the future, by referring to various research cases and statistics analyzed in this study, we will try to actually implement security education cases through gamification.

Capacity Analysis of Internet Servers Based on Log-Data Analysis (로그자료 분석을 통한 인터넷 서버의 용량 분석)

  • 김수진;윤복식;이용주;강금석
    • Korean Management Science Review
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    • v.19 no.1
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    • pp.29-38
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    • 2002
  • Due to the rapid increase In the Internet traffic volume, ISPs are faced with the definite need of the expansion of server capacity. In order to Provide prompt services for customers and still prevent excessive facility cost, it is critical to determine the optimum level of internet server capacity. The purpose of this Paper is to provide a simple but effective strategy on the expansion of servers capacity according to the increase in internet traffic. We model an internet server as an M/G/m/m queueing system and derive an efficient method to compute the loss probability which, In turn, Is used as a basis to determine proper server capacity. The Process of estimating the traffic parameter values at each server based on log data analysis is also given. All the procedures are numerically demonstrated through the process of analyzing actual log data collected from a game company.

A Study on Hand Shape Recognition using Edge Orientation Histogram and PCA (에지 방향성 히스토그램과 주성분 분석을 이용한 손 형상 인식에 관한 연구)

  • Kim, Jong-Min;Kang, Myung-A
    • Journal of Digital Contents Society
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    • v.10 no.2
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    • pp.319-326
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    • 2009
  • In this paper, we present an algorithm which recognize hand shape in real time using only image without adhering separate sensor. Hand recognizes using edge orientation histogram, which comes under a constant quantity of 2D appearances because hand shape is intricate. This method suit hand pose recognition in real time because it extracts hand space accurately, has little computation quantity, and is less sensitive to lighting change using color information in complicated background. Method which reduces recognition error using principal component analysis(PCA) method to can recognize through hand shape presentation direction change is explained. A case that hand shape changes by turning 3D also by using this method is possible to recognize. Human interface system manufacture technique, which controls a home electric appliance or game using, suggested method at experience could be applied.

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Comparison between Word Embedding Techniques in Traditional Korean Medicine for Data Analysis: Implementation of a Natural Language Processing Method (한의학 고문헌 데이터 분석을 위한 단어 임베딩 기법 비교: 자연어처리 방법을 적용하여)

  • Oh, Junho
    • Journal of Korean Medical classics
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    • v.32 no.1
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    • pp.61-74
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    • 2019
  • Objectives : The purpose of this study is to help select an appropriate word embedding method when analyzing East Asian traditional medicine texts as data. Methods : Based on prescription data that imply traditional methods in traditional East Asian medicine, we have examined 4 count-based word embedding and 2 prediction-based word embedding methods. In order to intuitively compare these word embedding methods, we proposed a "prescription generating game" and compared its results with those from the application of the 6 methods. Results : When the adjacent vectors are extracted, the count-based word embedding method derives the main herbs that are frequently used in conjunction with each other. On the other hand, in the prediction-based word embedding method, the synonyms of the herbs were derived. Conclusions : Counting based word embedding methods seems to be more effective than prediction-based word embedding methods in analyzing the use of domesticated herbs. Among count-based word embedding methods, the TF-vector method tends to exaggerate the frequency effect, and hence the TF-IDF vector or co-word vector may be a more reasonable choice. Also, the t-score vector may be recommended in search for unusual information that could not be found in frequency. On the other hand, prediction-based embedding seems to be effective when deriving the bases of similar meanings in context.

Influence of Spectators' Life Style on the Loyalty and Appeal of Professional Soccer (프로축구관중의 라이프스타일이 충성도 및 관람유인요인에 미치는 영향)

  • Kim, Hong-Seol;Byeon, Yeong-Geun
    • The Journal of the Korea Contents Association
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    • v.8 no.10
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    • pp.278-286
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    • 2008
  • This study's purpose is to offer to basic data in each professional soccer team's spectator marketing strategy through researching the influence of spectators' life style on the appeal of professional soccer. This study's survey is target 500 spectators who were present at the professional soccer championship game in 2007 at Seongnam Stadium. Data analysis was done on 484 spectators's questionnaires using SPSS V. 12.0. To analyze materials the frequency, correlations, and regression analysis were used as statistic analysis techniques. The conclusion based on above study method and the result of material analysis are here below. First, the influence of spectator's life-style on the loyalty(action loyalty, attitude loyalty)of professional soccer. Second, the influence of spectator's life style on the appeal(field factor, game circumstance factor, spectating expense factor, promotion factor, entertainment factor, player factor)of professional soccer.