• 제목/요약/키워드: Cell phone data

검색결과 107건 처리시간 0.026초

이동통신 자료를 활용한 가정기반 OD 구축 및 분석 (Home-based OD Matrix Production and Analysis Using Mobile Phone Data)

  • 김경태;오동규;이인묵;민재홍
    • 한국철도학회논문집
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    • 제19권5호
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    • pp.656-662
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    • 2016
  • 본 연구에서는 휴대전화 이용자의 시간대별 기지국 위치정보를 기반으로 하여 이용자의 이동경로를 추적하고, 기/종점을 추출하여 OD를 구축하였다. OD 구축시 통행거리가 길어질수록 통신횟수가 많아짐을 고려하여 통행거리별 평균통신횟수를 산출/반영하였고, 가정기반 통행만을 대상으로 수도권 중심의 OD를 구축하였다. 셀 단위로 집계된 휴대전화 자료를 법정동 단위로 변환하고, 이를 행정동 단위로 변환하여 본 연구에서 구축한 OD를 KTDB OD와 비교분석 한 결과, 시/군/구 단위 OD와 동 단위 OD의 상관계수는 각각 0.98, 0.85로 나타나 상당한 연관성이 있는 것으로 분석되었다.

Detecting User Activities with the Accelerometer on Android Smartphones

  • Wang, Xingfeng;Kim, Heecheol
    • Journal of Multimedia Information System
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    • 제2권2호
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    • pp.233-240
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    • 2015
  • Mobile devices are becoming increasingly sophisticated and the latest generation of smartphones now incorporates many diverse and powerful sensors. These sensors include acceleration sensor, magnetic field sensor, light sensor, proximity sensor, gyroscope sensor, pressure sensor, rotation vector sensor, gravity sensor and orientation sensor. The availability of these sensors in mass-marketed communication devices creates exciting new opportunities for data mining and data mining applications. In this paper, we describe and evaluate a system that uses phone-based accelerometers to perform activity recognition, a task which involves identifying the physical activity that a user is performing. To implement our system, we collected labeled accelerometer data from 10 users as they performed daily activities such as "phone detached", "idle", "walking", "running", and "jumping", and then aggregated this time series data into examples that summarize the user activity 5-minute intervals. We then used the resulting training data to induce a predictive model for activity recognition. This work is significant because the activity recognition model permits us to gain useful knowledge about the habits of millions of users-just by having them carry cell phones in their pockets.

휴대폰 동영상 자기관찰 및 피드백을 통한 기본간호학 실기 교육평가방법에 관한 만족도 - 정체도뇨관 삽입을 중심으로 - (Satisfaction with Evaluation Method for Fundamental Nursing Practical Skill Education Through Cell Phone Animation Self-Monitoring and Feedback - Focus on Foley Catheterization -)

  • 김영희
    • 기본간호학회지
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    • 제15권2호
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    • pp.134-142
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    • 2008
  • Purpose: This study was done to identify satisfaction with the method of evaluating practical skills in fundamental nursing through cellular phone animation self-monitoring and feedback. Method: The participants were 163 first-year student nurses. Data were collected from October 1 to 5 2007 using a structured questionnaire. Results: The average score for satisfaction was 3.65(${\pm}.69$) and the highest score was for the item, "I was pleased to have the opportunity of relearning by looking back at my behaviors through self monitoring" with 4.05(${\pm}.89$). The average score for dissatisfaction was 3.23(${\pm}.90$) and the highest score was "I memorized only orders according to the checklist" with 3.65(${\pm}.97$). The practical tests method showed a significant difference according to motivation for application to college of nursing (F=3.11, p=.047). There was a significant positive correlation between practical education satisfaction and test method (r=.363, p=.000). Conclusion: These findings show that there is a need to develop strategies to improve practical test methods for student nurses.

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Color discrepancy of single-shade composites at different distances from the interface measured using cell phone images

  • Marcia Luciana Carregosa Santana;Gabriella de Jesus Santos Livi;Andre Luis Faria-e-Silva
    • Restorative Dentistry and Endodontics
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    • 제49권1호
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    • pp.7.1-7.11
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    • 2024
  • Objectives: This study aimed to evaluate the impact of substrate color and interface distance on the color adjustment of 2 single-shade composites, Vittra APS Unique and Charisma Diamond One. Materials and Methods: Dual disc-shaped specimens were created using Vittra APS Unique or Charisma Diamond One as the center composite, surrounded by shaded composites (A1 or A3). Color measurements were taken with a spectrophotometer against a gray background, recording the color coordinates in the CIELAB color space. Illumination with a light-correcting device and image acquisition using a polarizing filter-equipped cell phone were performed on specimens over the same background. Image processing software was used to measure the color coordinates in the center and periphery of the inner composite and in the outer composite. The color data were then converted to CIELAB coordinates and adjusted using data from the spectrophotometer. Color differences (ΔE00) between the center/periphery of single-shade and outer composites were calculated, along with color changes in single-shade composites caused by different outer composites. Color differences for the inner composites surrounded by A1 and A3 were also calculated. Data were analyzed using repeated-measures analysis of variance (α = 0.05). Results: The results showed that color discrepancies were lowest near the interface and when the outer composite was whiter (A1). Additionally, Charisma Diamond One exhibited better color adjustment ability than Vittra APS Unique. Conclusions: Color discrepancies between the investigated single-shade composites diminished towards the interface with the surrounding composite, particularly when the latter exhibited a lighter shade.

신발 유형과 행동 과제에 따른 보행 속도 분석 (Analysis of Walking Speed According to Shoe type and Behavioral tasks)

  • 김재원;조연하;이선엽;이무렬;김소정;김진아
    • 한국임상보건과학회지
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    • 제5권4호
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    • pp.1015-1020
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    • 2017
  • Purpose. Walking depends on the speed and type of shoe to be worn, and the degree of impact varies with the muscle used. In addition, the speed can be changed by moving objects and using objects when walking. This study analyzed the change of walking speed by applying various factors influencing walking. Methods. A total of 60 patients who had not undergone musculoskeletal diseases during the last 1 year were included. Shoe type was divided into slippers and shoe heels. Behavioral types were divided into bagging, books, and cell phone use. The walking speed was measured by the general walking, the middle walking, and the fast walking. The time was measured using a 10M linear distance test. The collected data were analyzed with SPSS program for independent samples t-test, one-way ANOVA. Results. There was a statistically significant difference according to the type of shoes when walking. Walking speed was slow in shoe heel. In addition, There was statistically significant difference according to type of behavior task at walking. Walking speed was slow in task type using mobile phone during walking. Conclusions. The walking speed were appeared difference in each type of shoe heel, using mobile phone.

Performance Analysis of Transport Time and Legal Stability through Smart OTP Access System for SMEs in Connected Industrial Parks

  • Kim, Ilgoun;Jeong, Jongpil
    • International Journal of Advanced Culture Technology
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    • 제9권1호
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    • pp.224-241
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    • 2021
  • According to data from the National Police Agency, 75.5 percent of dead traffic accidents in Korea are truck accidents. About 1,000 people die in cargo truck accidents in Korea every year, and two to three people die in cargo truck accidents every day. In the survey, Korean cargo workers answer poor working conditions as an important cause of constant truck accidents. COVID 19 is increasing demand for non-face-to-face logistics. The inefficiency of the Korean transportation system is leading to excessive work burden for small logistics The inefficiency of the Korean transportation system is causing excessive work burden for small individual carriers. The inefficiency of the Korean transportation system is also evidenced by the number of deaths from logistics industry disasters that have risen sharply since 2020. Small and medium-sized Korean Enterprises located in CIPs (Connected Industrial Parks) often do not have smart access certification systems. And as a result, a lot of transportation time is wasted at the final destination stage. In the logistics industry, time is the cost and time is the revenue. The logistics industry is the representative industry in which time becomes money. The smart access authentication system architecture proposed in this paper allows small logistics private carriers to improve legal stability, and SMEs (Small and Medium-sized Enterprises) in CIPs to reduce logistics transit time. The CIPs smart access system proposed in this paper utilizes the currently active Mobile OTP (One Time Password), which can significantly reduce system design costs, significantly reduce the data capacity burden on individual cell phone terminals, and improve the response speed of individual cell phone terminals. It is also compatible with the OTP system, which was previously used in various ways, and the system reliability through the long period of use of the OTP system is also high. User customers can understand OTP access systems more easily than other smart access systems.

Dynamic Reservation Scheme of Physical Cell Identity for 3GPP LTE Femtocell Systems

  • Lee, Poong-Up;Jeong, Jang-Keun;Saxena, Navrati;Shin, Ji-Tae
    • Journal of Information Processing Systems
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    • 제5권4호
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    • pp.207-220
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    • 2009
  • A large number of phone calls and data services will take place in indoor environments. In Long Term Evolution (LTE), femtocell, as a home base station for indoor coverage extension and wideband data service, has recently gained significant interests from operators and consumers. Since femtocell is frequently turned on and off by a personal owner, not by a network operator, one of the key issues is that femtocell should be identified autonomously without system information to support handover from macrocell to femtocell. In this paper, we propose a dynamic reservation scheme of Physical Cell Identities (PCI) for 3GPP LTE femtocell systems. There are several reserving types, and each type reserves a different number of PCIs for femtocell. The transition among the types depends on the deployed number of femtocells, or the number of PCI confusion events. Accordingly, flexible use of PCIs can decrease PCI confusion. This reduces searching time for femtocell, and it is helpful for the quick handover from macrocell to femtocell. Simulation results show that our proposed scheme reduces average delay for identifying detected cells, and increases network capacity within equal delay constraints.

방송통신융합 서비스를 위한 3D 모델별 고유 코드에 관한 연구 (Study on unique code by each 3D model for broadcast communication harmony service.)

  • 박인규;박준열;김준원
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2007년도 하계종합학술대회 논문집
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    • pp.49-50
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    • 2007
  • We are now using separate ID Database, Permission System, OS and Standard Data Format in PC, Cell phone, IPTV service and these are not good in many kind of usage, data sharing, contents servicing and supervising efficiency To merge these multiple services into one system we need to make a single ID systems for all and this paper will gide you to the new ID system that was much better than the old one. This new type of ID system is made with 3D Data and this will give fantastic visual effect & rich information data to the ID users in 3D way which is much better than 2D image & Text information technology.

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통합DATA Messenger를 이용한 휴대폰 무선데이터 활성화 방안 (The Activation Plan of The Cell-Phone Wireless Data Communication Using a Integration Data Messenger)

  • 이주현;이경화;이재성;신용태
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2009년도 추계학술발표대회
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    • pp.615-616
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    • 2009
  • 휴대폰을 이용한 무선데이터의 전송환경에서 사용자는 무선Web을 통해 받은 데이터들을 개인의 휴대폰에 저장한다. 그리고 각각의 콘텐츠들은 DRM기술을 통해 저작권을 보호한다[1]. 이러한 DRM기술은 콘텐츠와 저작권을 가진 회사의 영업이익을 보호하는 반면, 사용자의 금전적인 부담을 안겨주는 양면성을 가진다. 본 제안서에서는 통합 환경의 DATA 메신저를 제안하여 저작권을 보호하고 불법 복제를 방지하면서 다수의 사용자에게 무선데이터의 활용도를 높일 수 있는 메커니즘을 제안하고자 한다.

AZ31B 마그네슘 판재의 원형 및 사각형 동시변형 공정에서 블랭크 홀딩력이 두께변화에 미치는 영향 (The Effect of Blank Holding Force on Thickness Variation in Simultaneous Sheet forming process with Circle and Rectangle Shape of AZ31B Magnesium Sheet)

  • 권기태;강석봉;김현호;강충길
    • 소성∙가공
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    • 제18권7호
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    • pp.531-537
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    • 2009
  • The effect of blank holding force on thickness variation in simultaneous sheet forming with rectangular shape and circular has been demonstrated. Because has investigated an effect on formability of magnesium sheet, in this paper, the effect of punch radius on formability have been thinning, various crack phenomena and forming velocity. By simultaneously forming process with circular and rectangular shape, the data of simultaneously forming process with circular and rectangular shape will used to a part development such as notebook computer case, cell phone and bipolar plate of fuel cell.