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A Topic Modeling Approach to the Analysis of Seniors' Happiness and Unhappiness in Korea (토픽 모델링 기반 한국 노인의 행복과 불행 이슈 분석)

  • Dong ji Moon;Dine Yon;Hee-Woong Kim
    • Information Systems Review
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    • v.20 no.2
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    • pp.139-161
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    • 2018
  • As Korea became one of the oldest countries in the world, successful aging emerged as an important issue to individuals as well as to society. This study aims to determine not only the Korean seniors' happiness and unhappiness factors but also the means to enhance their happiness and deal with unhappiness. We collected news articles related to the happiness and unhappiness of seniors with nine keywords based on Alderfer's ERG Theory. We then applied a topic modeling technique, Latent Dirichlet Allocation, to examine the main issues underlying the seniors' happiness and unhappiness. According to the analysis, we investigated the conditions of happiness and unhappiness by inspecting the topics based on each keyword. We also conducted a detailed analysis based on the main factors from topic modeling. We proposed specific ways to increase and overcome the happiness and unhappiness of seniors, respectively, in terms of government, corporate, family, and other social welfare organizations. This study indicates the major factors that affect the happiness and unhappiness of seniors. Specific methods to boost happiness and relief unhappiness are suggested from the additional analysis.

A Design of KP AGENT for Intelligent Information Retrieval (지능형 정보검색을 위한 KP AGENT의 설계)

  • 박경우;배상현
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.2
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    • pp.443-451
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    • 2000
  • Until now, there have been various kinds of science information databsae which databased the science technology information, but they do not satisfy the aspiration of the users. Therefore, in the position of the users, it suggests the technology information space as a now paradigm, which supplement the function of science information DB. ICPIS which inputs described papers with keywords, offers the itemized summary of these contents, the visual indication and comparison of similar thesis, and it also supplises the abundant summary information, survey information, more than ten volumes of info communication thesis with starting the casual relation extraction for the users, playing a significant role in ICPIS is called KP, and it is package of domain knowledge that unifies the extraction and structure narration of the technology information. ICPIS extracts the technology information among the thesis that are deserved by the natural language treatment in the itemized KP keywords described, and form the prescribed summary structure in KP.

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Visualization of 3D Terrain Information on Smartphone using HTML5 WebGL (HTML5 WebGL을 이용한 스마트폰 3차원 지형정보 시각화)

  • Kim, Kwang-Seob;Lee, Ki-Won
    • Korean Journal of Remote Sensing
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    • v.28 no.2
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    • pp.245-253
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    • 2012
  • The public and civilian demands regarding 3D geo-spatial information processing on mobile device including smartphone are increasing. But there are few actual implementations or application cases. This work is to present some results by a prototype implementation of 3D terrain information visualization function with satellite image and DEM using HTML5 WebGL, which is a web-based graphic library under the standardization process. This is a useful standard for cross-platform operation for 3D graphic rendering without other plug-in modules. As the results, in the different types of operating system or browser in a personal computer or a smartphone, it shows same rendering results, as long as they support HTML5 WebGL. As well;geo-metadata search and identification functions for data sets for 3D terrain visualization process are added in this implementation for the practical aspect.

Development of Yóukè Mining System with Yóukè's Travel Demand and Insight Based on Web Search Traffic Information (웹검색 트래픽 정보를 활용한 유커 인바운드 여행 수요 예측 모형 및 유커마이닝 시스템 개발)

  • Choi, Youji;Park, Do-Hyung
    • Journal of Intelligence and Information Systems
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    • v.23 no.3
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    • pp.155-175
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    • 2017
  • As social data become into the spotlight, mainstream web search engines provide data indicate how many people searched specific keyword: Web Search Traffic data. Web search traffic information is collection of each crowd that search for specific keyword. In a various area, web search traffic can be used as one of useful variables that represent the attention of common users on specific interests. A lot of studies uses web search traffic data to nowcast or forecast social phenomenon such as epidemic prediction, consumer pattern analysis, product life cycle, financial invest modeling and so on. Also web search traffic data have begun to be applied to predict tourist inbound. Proper demand prediction is needed because tourism is high value-added industry as increasing employment and foreign exchange. Among those tourists, especially Chinese tourists: Youke is continuously growing nowadays, Youke has been largest tourist inbound of Korea tourism for many years and tourism profits per one Youke as well. It is important that research into proper demand prediction approaches of Youke in both public and private sector. Accurate tourism demands prediction is important to efficient decision making in a limited resource. This study suggests improved model that reflects latest issue of society by presented the attention from group of individual. Trip abroad is generally high-involvement activity so that potential tourists likely deep into searching for information about their own trip. Web search traffic data presents tourists' attention in the process of preparation their journey instantaneous and dynamic way. So that this study attempted select key words that potential Chinese tourists likely searched out internet. Baidu-Chinese biggest web search engine that share over 80%- provides users with accessing to web search traffic data. Qualitative interview with potential tourists helps us to understand the information search behavior before a trip and identify the keywords for this study. Selected key words of web search traffic are categorized by how much directly related to "Korean Tourism" in a three levels. Classifying categories helps to find out which keyword can explain Youke inbound demands from close one to far one as distance of category. Web search traffic data of each key words gathered by web crawler developed to crawling web search data onto Baidu Index. Using automatically gathered variable data, linear model is designed by multiple regression analysis for suitable for operational application of decision and policy making because of easiness to explanation about variables' effective relationship. After regression linear models have composed, comparing with model composed traditional variables and model additional input web search traffic data variables to traditional model has conducted by significance and R squared. after comparing performance of models, final model is composed. Final regression model has improved explanation and advantage of real-time immediacy and convenience than traditional model. Furthermore, this study demonstrates system intuitively visualized to general use -Youke Mining solution has several functions of tourist decision making including embed final regression model. Youke Mining solution has algorithm based on data science and well-designed simple interface. In the end this research suggests three significant meanings on theoretical, practical and political aspects. Theoretically, Youke Mining system and the model in this research are the first step on the Youke inbound prediction using interactive and instant variable: web search traffic information represents tourists' attention while prepare their trip. Baidu web search traffic data has more than 80% of web search engine market. Practically, Baidu data could represent attention of the potential tourists who prepare their own tour as real-time. Finally, in political way, designed Chinese tourist demands prediction model based on web search traffic can be used to tourism decision making for efficient managing of resource and optimizing opportunity for successful policy.

Developing Forest Fire Status Information Management System using Web GIS Technology (웹 지리정보시스템 기술을 이용한 산불 현황정보 관리시스템 개발)

  • Jo, Myung-Hee;Kim, Joon-Bum;Kim, Hyun-Sik;Jo, Yun-Won
    • Journal of the Korean Association of Geographic Information Studies
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    • v.5 no.4
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    • pp.93-105
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    • 2002
  • In this paper forest fire status information management system was developed under web environment using web GIS(geographic information system) technology. Though this system, general users can easily retrieval domestic forest fire status information and obtain that in visual way such as maps, graphs, and texts if they have only certain web browsers. Moreover, officials, who have system access authority, can easily control and manage all domestic forest fire status information through input interface, retrieval interface, and out interface of the system. This system can be considered as the first domestic system to manage forest fire status data and service them in visual through user friendly interfaces on web. In order to implement this system, IIS 5.0 of Microsoft is used as web server and Oracle 8i and ASP(active server page) are used for database construction and dynamic web page operation, respectively. Also, ArcGIS IMS(internet map server) of ESRI is used to serve maps by using Java and HTML as system development languages. Not only the domestic tendency of forest fire but also the forest fire status information of certain area and time such as the frequency and the loss can be presented through distribution maps, graphs and tables. Therefore, this system is supposed to play as a important role when the policy relate to domestic forest fire is established. In addition, the self consciousness of people against forest fire can be inspired and the foundation of scientific and systemic forest fire services can be obtained through this system in the future.

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Quality Analysis of Web-site User Interface ; Using Kano's Two-dimensional Concept of Quality Model (웹사이트 사용자 인터페이스의 품질 분석 - Kano의 품질 인식 모형의 적용 -)

  • 김재전;이경재
    • Proceedings of the Korea Society of Information Technology Applications Conference
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    • 2002.11a
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    • pp.85-98
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    • 2002
  • 인터넷 이용의 폭발적인 증가와 함께 웹사이트에 대한 개인적ㆍ사회적 관심이 증대되고 있다. 이렇게 인터넷에 대한 대중의 관심과 참여가 늘어남에 따라 정보의 무분별한 발생을 막고 검색을 보다 효과적으로 하기 위한 사용자 인터페이스는 가치가 더욱 증대되었다. 최근에는 개별적인 연구자들뿐 아니라 웹사이트 평가기관과 순위기관들이 각각의 평가영역과 평가모형에 따라 웹사이트, 그리고 사용자 인터페이스를 평가하고 있다. 이러한 평가기준들은 웹사이트의 품질을 평가하는데 있어 주로 일원적인 인식방법을 사용하고 있다. 즉, 웹사이트 품질이나 사용자 만족을 측정하는 데 있어 품질의 고저나 만족ㆍ불만족을 일직선상에서 평가하고 있는 것이다. 다시 말하면 어떤 물리적 상황이 충족되면 사용자가 만족을 느끼지만 충족되지 않을 경우에는 불만을 가지게 된다는 가정에서 평가모형들이 개발되고 있는 것이다. 본 연구에서는 Kano의 모형에 따라 품질을 물리적 충족상황을 횡축에, 고객의 만족감을 종축에 두고 품질개념을 이원적으로 해석하여 매력적, 당연적, 일원적 품질요소로 분류하고자 하였다. 웹사이트 평가와 웹사이트 인터페이스 평가를 위한 선행연구들을 종합하여 화면구성, 항해성, 검색성, 상호작용성, 사용자지원성의 5가지 영역에서 25개의 평가항목을 추출하였으며, 이를 Kano의 설문지조사법을 이용하여 설문을 수행하였다. 게임사이트, 커뮤니티 사이트, 쇼핑몰 사이트, 일간신문 사이트를 대상으로 290부의 설문을 수거하여 분석한 결과 각각의 사이트의 인터페이스 품질요소에서 매력적 품질요소, 일원적 품질요소, 당연적 품질요소를 분류했다. 종합적으로 볼 때, 인트로나 메인페이지의 포인트, 다양한 정렬방식, 개인화된 페이지, 개인장치로의 다운로드가 매력적 품질요소로 분류되었으며, 시각적 구성, 링크의 정확성, 링크분류의 체계성, 용어의 명료성, 컨텐츠 이용의 용이성, 적절한 강조의 사용, 고객피드백시스템은 일원적 품질요소로 분류되었다. 또한 당연적 품질요소는 사이트 설계의 일관성, 에러처리, 의견제시 공간, 이용설명서 또는 도움말, FAQ로 나타났다. 이러한 연구의 결과를 통해 웹사이트를 운영하는 기업에 새로운 웹사이트의 설계 및 운영에 있어 우선순위를 부여하는 데 도움이 될 것으로 기대된다.

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Quality Analysis of Web-site User Interface ; Using Kano′s Two-dimensional Concept of Quality Model (웹사이트 사용자 인터페이스의 품질 분석 - Kano의 품질 인식 모형의 적용 -)

  • 김재전;이경재
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2002.11a
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    • pp.85-98
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    • 2002
  • 인터넷 이용의 폭발적인 증가와 함께 웹사이트에 대한 개인적ㆍ사회적 관심이 증대되고 있다. 이렇게 인터넷에 대한 대중의 관심과 참여가 늘어남에 따라 정보의 무분별한 발생을 막고 검색을 보다 효과적으로 하기 위한 사용자 인터페이스는 가치가 더욱 증대되었다. 최근에는 개별적인 연구자들뿐 아니라 웹사이트 평가기관과 순위기관들이 각각의 평가영역과 평가모형에 따라 웹사이트, 그리고 사용자 인터페이스를 평가하고 있다. 이러한 평가기준들은 웹사이트의 품질을 평가하는데 있어 주로 일원적인 인식방법을 사용하고 있다. 즉, 웹사이트 품질이나 사용자 만족을 측정하는 데 있어 품질의 고저나 만족ㆍ불만족을 일직선상에서 평가하고 있는 것이다. 다시 말하면 어떤 물리적 상황이 충족되면 사용자가 만족을 느끼지만 충족되지 않을 경우에는 불만을 가지게 된다는 가정에서 평가모형들이 개발되고 있는 것이다. 본 연구에서는 Kano의 모형에 따라 품질을 물리적 충족상황을 횡축에, 고객의 만족감을 종축에 두고 품질개념을 이원적으로 해석하여 매력적, 당연적, 일원적 품질요소로 분류하고자 하였다. 웹사이트 평가와 웹사이트 인터페이스 평가를 위한 선행연구들을 종합하여 화면구성, 항해성, 검색성, 상호 작용성, 사용자지원성의 5가지 영역에서 25개의 평가항목을 추출하였으며, 이를 Kano의 설문지조사법을 이용하여 설문을 수행하였다. 게임사이트, 커뮤니티 사이트, 쇼핑몰 사이트, 일간신문 사이트를 대상으로 290부의 설문을 수거하여 분석한 결과 각각의 사이트의 인터페이스 품질요소에서 매력적 품질요소, 일원적 품질요소, 당연적 품질요소를 분류했다. 종합적으로 볼 때, 인트로나 메인페이지의 포인트, 다양한 정렬방식, 개인화 된 페이지, 개인장치로의 다운로드가 매력적 품질요소로 분류되었으며, 시각적 구성, 링크의 정확성, 링크분류의 체계성, 용어의 명료성, 컨텐츠 이용의 용이성, 적절한 강조의 사용, 고객피드백시스템은 일원적 품질요소로 분류되었다. 또한 당연적 품질요소는 사이트 설계의 일관성, 에러처리, 의견제시 공간, 이용설명서 또는 도움말, FAQ로 나타났다. 이러한 연구의 결과를 통해 웹사이트를 운영하는 기업에 새로운 웹사이트의 설계 및 운영에 있어 우선순위를 부여하는 데 도움이 될 것으로 기대된다.

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Video Browsing Using An Efficient Scene Change Detection in Telematics (텔레매틱스에서 효율적인 장면전환 검출기법을 이용한 비디오 브라우징)

  • Shin Seong-Yoon;Pyo Seong-Bae
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.4 s.42
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    • pp.147-154
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    • 2006
  • Effective and efficient representation of color features of multiple video frames is an important vet challenging task for visual information management systems. This paper Proposes a Video Browsing Service(VBS) that provides both the video content retrieval and the video browsing by the real-time user interface on Web. For the scene segmentation and key frame extraction of video sequence, we proposes an efficient scene change detection method that combine the RGB color histogram with the X2 (Chi Square) histogram. Resulting key frames are linked by both physical and logical indexing. This system involves the video editing and retrieval function of a VCR's. Three elements that are the date, the need and the subject are used for video browsing. A Video Browsing Service is implemented with MySQL, PHP and JMF under Apache Web Server.

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Design of Multimensional Contents Retrieval Browser for IPTV (IPTV를 위한 다차원 콘텐츠 검색 브라우저의 설계)

  • Choi, Yoo-Joo;Oh, Jung-Min;Byeon, Jae-Hee;Moon, Nam-Mee
    • The Journal of the Korea Contents Association
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    • v.10 no.8
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    • pp.138-146
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    • 2010
  • Interest in IPTV content increases, the number of users quickly and easily find the need for an interface that can be consumed as well as the individual's taste is reflected in the menu structure is an emerging demand. Existing IPTV content depending on the browser menu, use the intuitive search criteria are presented differently, this is difficult and not take into account the characteristics of the user by providing an interface for users to interact with the content was limited. In this paper propose According to user requirements in IPTV, regardless of the type of content applicable to the multidimensional contents retrieval browser. This applies equally to the menu category and multidimensional approach based on simple, intuitive and can be used to visualize the content by users without detailed information about the multi-dimensional search to only the desired content will be available for consumption.

Nationwide Comprehensive GIS for Natural Environment using Spatial Data Integration Technique (공간데이타 통합 기능을 활용한 국가자연환경 종합 GIS구축)

  • Um, Jung-Sup;Kim, Yeun-Jung
    • Journal of the Korean Association of Geographic Information Studies
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    • v.4 no.1
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    • pp.1-17
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    • 2001
  • This research is primarily intended to develop a decision-making support system about the natural environment in the country by integrating various formats of spatial data into a comprehensive GIS database. The first part of the research is to design GIS database as a means of combining thematic cartographic data with field survey records. Ecosystem records acquired by a field sampling have been reproduced as digital thematic maps. The database also included various natural environment related data (map for forestry, soil, national park etc.) collected from many other agencies. The second part of the research is devoted to the design of efficient man-machine interfaces. A key concern in the GUI (graphic user interface) design process was to address the need to handle and to manage large databases by non-GIS experts. The system has been checked experimentally, enabled the users to quarry the data required simply and execute spatial analysis accommodating versatile alternatives in decision-making process. Detailed visual maps can be generated over large areas quickly and easily. The system will serve to increase the scientific and objective decision-making by overcoming serious constraints suffered from the past non-GIS-based approach. It is anticipated that this research output could be used as a valuable reference in building a nationwide natural environment GIS-DB (database) in the central and local governments.

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