• Title/Summary/Keyword: 이용자위치분석

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Algorithm Development for Extract O/D of Air Passenger via Mobile Telecommunication Bigdata (모바일 통신 빅데이터 기반 항공교통이용자 O/D 추출 알고리즘 연구)

  • Bumchul Cho;Kihun Kwon
    • The Journal of Bigdata
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    • v.8 no.2
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    • pp.1-13
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    • 2023
  • Current analysis of air passengers mainly relies on statistical methods, but there are limitations in analyzing detailed aspects such as travel routes, number of regional passengers and airport access times. However, with the advancement of big data technology and revised three data acts, big data-based transportation analysis has become more active. Mobile communication data, which can precisely track the location of mobile phone terminals, can serve as valuable analytical data for transportation analysis. In this paper, we propose a air passenger Origin/Destination (O/D) extraction algorithm based on mobile communication data that overcomes the limitations of existing air transportation user analysis methods. The algorithm involves setting airport signal detection zones at each airport and extracting air passenger based on their base station connection history within these zones. By analyzing the base station connection data along the passenger's origin-destination paths, we estimate the entire travel route. For this paper, we extracted O/D information for both domestic and international air passengers at all domestic airports from January 2019 to December 2020. To compensate for errors caused by mobile communication service provider market shares, we applied a adjustment to correct the travel volume at a nationwide citizen level. Furthermore correlation analysis was performed on O/D data and aviation statistics data for air traffic users based on mobile communication data to verify the extracted data. Through this, there is a difference in the total amount (4.1 for domestic and 4.6 for international), but the correlation is high at 0.99, which is judged to be useful. The proposed algorithm in this paper enables a comprehensive and detailed analysis of air transportation users' travel behavior, regional/age group ratios, and can be utilized in various fields such as formulating airport-related policies and conducting regional market analysis.

기상과 해양 DGPS 기준국 정확도 상관관계에 대한 연구

  • Im, Yeong-Min;Gu, Ja-Heon;Lee, Byeong-Gon;Son, Seon-Yeong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2013.10a
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    • pp.362-365
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    • 2013
  • 최근 기존 관측장비들에 비해 저렴한 GPS를 이용한 기상 모니터링이 많이 활용되고 있다. 이용자에게 보다 정밀한 위치정보의 제공을 연구하기 위하여 위성항법중앙사무소 기반시스템을 응용하여, 대류권 습윤정보를 추출하여 기상과 위치오차와의 상관성을 분석하고자 한다.

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Applications of Geographic Information Systems in LIS (문헌정보학 분야에서의 지리정보시스템의 활용)

  • Park, Sung-Jae
    • Journal of the Korean Society for information Management
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    • v.28 no.3
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    • pp.163-178
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    • 2011
  • Using the library users' data in Lake County Public Library Systems, Florida, US, this study discussed how geographic information systems can be applied in LIS fields. These data were analyzed with such GIS functions as geocoding, Thiessen polygon, density, buffer, and distance measurement. Results indicate that findings from a study of these functions allowed for, not only a better understanding of the geographic locations of library users and user's library activity patterns, but also for the ability to identify library market areas for future library service planning. Additionally, results from a study of the Thiesen polygon and buffer functions indicated the distance impact on library use. Regarding the travel distance of library users, the measurement of distance using road networks was suggested.

Design and Implementation of a Location Privacy System supporting Privacy Self Controls (프라이버시 자기제어를 지원하는 위치정보 프라이버시 시스템의 설계 및 구현)

  • Lee, Eung-Jae;Ju, Yong-Wan;Nam, Kwang-Woo
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.8
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    • pp.853-862
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    • 2010
  • As the mobile device and broadband wireless internet such as WiBro, HSDPA is widely spreading, various types of advertisement and services based on personal location information can be provided. However, with convenience supported by these services, it is possible to be increased an invasion of privacy such as personal location and moving pattern. In this paper, we analysis an essential element for protection of privacy related on location information in mobile environment and propose location privacy protocol for managing location privacy self-control. And we design and implementation prototype of location privacy self-control system which is able to manage user's location privacy condition oneself using the proposed location privacy protocol.

An Empirical Study on Click Patterns in Information Exploration (검색결과 역배열 제시를 통한 순서 기반 정보탐색 유형 실증연구)

  • Cho, Bong-Kwan;Kim, Hyoung-Joong
    • Journal of Digital Contents Society
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    • v.19 no.2
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    • pp.301-307
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    • 2018
  • Generally, search engine summarizes the main contents of the search results so that user can click the site providing the information of the contents to search first. In this study, we demonstrated whether the user clicks on the search results based on the summary content provided by the search engine or on the order of the search result placement through empirical studies through the presentation of search results. By using the API provided by the search engine company, a search site that presents the search results in a regular and inverse order is created, and the click action of each user's search result is displayed in the order of actual click order, click position, and the user's search type such as the route of movement. As a result of the analysis, most users account for more than 60% of users who click on the first and second exposed search results regardless of the search results. It is confirmed that the search priority of users is determined according to the order of search results regardless of the summary of search results.

The Need for Information Literacy Instruction for Public Library Internet Service Users (공공도서관의 인터넷서비스 이용자를 위한 정보이용능력 지도의 필요성에 관한 연구)

  • Chang, Yun-Keum
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.16 no.1
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    • pp.27-43
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    • 2005
  • This research is a study designed to identify the needs for information literacy instruction for the U.S. public library Internet service users. The levels and needs of Internet service users as well as the development and effectiveness of the Internet services at the U.S. public libraries were investigated. The survey was administered to the Internet service users at four public libraries in the upper Midwest region of the U.S.A total of 386 surveys were collected and analyzed. The result showed that as the years of Internet use experience and the level of expertise increases, user satisfaction decreases. However, the users who had taken any Internet class showed more satisfaction than who had not. This research offers a new direction and need for information literacy instruction for public library Internet service users.

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The effect of gambling accessibility and availability on gambling problems (도박의 접근성과 가용성이 도박문제에 미치는 영향)

  • Im, Sook Hee;Park, Mi Sook;Kim, Kyung Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.3
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    • pp.242-251
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    • 2021
  • This study investigates the effects of availability and accessibility on an individual's risk of developing a gambling problem. A total of 24 off-track betting facilities located in 12 districts of Seoul were examined in an effort to identify any association between their presence and citizens' gambling habits. Study participants included 1,490 online recruits residing in Seoul who participated in gambling activities in the 12 months prior to the study. To examine the differences in addiction rates and gambling frequency, a survey of demographics, gambling addictions, and gambling frequency divided the participants into two groups: those who resided in a district where off-track betting facilities were available, and those who resided elsewhere. Analysis results indicate that gambling frequency and addiction rates were significantly higher among participants residing in a district where off-track betting terminals are available. Additional analysis was performed with participants who mainly gambled on horse racing, with results similar to the previous analysis-significantly higher rates of gambling addiction and frequency were observed among participants residing in close proximity to off-track betting facilities.

Determination of the Optimal Bus-stop Location and Headway of Bus Rapid Transit Using Bus-stop-based O-D Data (급행버스 노선의 정류장 위치 및 배차간격 결정에 관한 연구 (노선별 정류장간 O-D 자료를 활용하여))

  • Cho, Hye-Jin;Lee, Young-In
    • Journal of Korean Society of Transportation
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    • v.23 no.7 s.85
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    • pp.63-74
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    • 2005
  • When we introduce the BRT systems, it is very important to decide the operating factors, such as bus-stop locations or headway. If the factors are inappropriate, unessential expenses for the operator and users of the bus line may be caused, and it leads increase of social total cost. So, it is necessary that we consider users' origin and destination of each bus line when we set location of bus-stops and the optimal headway. Meanwhile, Smart Card System was introduced of fare collection for the Public Transportation Reform in Seoul last year. This new card system makes it possible to store up the information about bus operating and passenger's trip link. With these substantial information. we can estimate bus-stop-based O-D table. So, in this thesis, it was studied a systematic methodology to find the optimal location and headway for skip-stop bus system (as a type of first step for BRT). The proposed methodology in this thesis is expected to be useful to effect analysis or setting operating factors for skip-stop bus system in each bus line.

Changes in the Number of Urban Park Users Due to the Spread of COVID-19: Time Series Big Data Analysis (COVID-19 확산에 따른 도시공원 이용자 수의 변화 - 시계열 빅데이터 분석 -)

  • Park, In Kwon;Chung, I Re;Oh, Dawon;Jung, Yeerim
    • Journal of the Korean Regional Science Association
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    • v.37 no.2
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    • pp.17-33
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    • 2021
  • This study empirically analyzes the effect of the spread of COVID-19 and the implementation of social distancing on the number of park users. To this end, we analyzed the time series data on the number of users and the COVID-19 outbreak at Olympic Park, a large-scale comprehensive urban park located in Songpa-gu, Seoul, and four neighborhood parks in the same municipality. And this was compared with the effect on the change in the number of users around Jamsil Lotte World, a representative indoor complex leisure space in Seoul. The analysis results are as follows: First, in small neighborhood parks located in residential areas, the number of users increased by 3 to 6% on average due to the implementation of the social distancing measures and the increase in the number of confirmed COVID-19 cases. In particular, it was found that changes in park use were sensitive to the increase in the intensity of social distancing. On the other hand, the number of users around Jamsil Lotte World decreased by 38% on average, and in the case of Olympic Park, the number of users decreased by 1.9% on average due to the spread of COVID-19. Considering that the number of the vehicle users representing remote users of Olympic Park has decreased by 23% on average, it is estimated that there is little change in the number of users in the surrounding areas. This suggests that urban parks, especially neighborhood parks in residential areas, play a role as a major refuge and leisure space for urban people in the event of a pandemic disaster such as COVID-19, and therefore need to be properly supplied and maintained.

An Analysis of Factors InFluencing Copyright Protection Decision-Making among Korean eSports Game Users (e-스포츠 콘텐츠 이용자들의 저작권보호 의사결정에 대한 영향요인 분석)

  • Choi, Eui-Yul;Jeon, Yong-Bae
    • The Journal of the Korea Contents Association
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    • v.14 no.12
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    • pp.723-732
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    • 2014
  • The purpose of this study was to examine the factors influencing copyright protection decision-making among Korean eSports game users. Data collection was conducted over a month at an eSports arena located in Seoul. Of the surveys collected, 354 valid data (88.5% of response rate) were analyzed in SPSS Ver. 20.0 through descriptive statistics, correlation and multiple regression analysis. The results showed that copyright protection decision-making regarding eSports contents was significantly influenced by legal/moral norm, perceive group norm, and past habit/behavior. Among the factors, legal/moral norm was found to be the most influential on copyright protection decision-making.