• 제목/요약/키워드: Dwelling time

검색결과 227건 처리시간 0.026초

Optimal dwelling time prediction for package tour using K-nearest neighbor classification algorithm

  • Aria Bisma Wahyutama;Mintae Hwang
    • ETRI Journal
    • /
    • 제46권3호
    • /
    • pp.473-484
    • /
    • 2024
  • We introduce a machine learning-based web application to help travel agents plan a package tour schedule. K-nearest neighbor (KNN) classification predicts the optimal tourists' dwelling time based on a variety of information to automatically generate a convenient tour schedule. A database collected in collaboration with an established travel agency is fed into the KNN algorithm implemented in the Python language, and the predicted dwelling times are sent to the web application via a RESTful application programming interface provided by the Flask framework. The web application displays a page in which the agents can configure the initial data and predict the optimal dwelling time and automatically update the tour schedule. After conducting a performance evaluation by simulating a scenario on a computer running the Windows operating system, the average response time was 1.762 s, and the prediction consistency was 100% over 100 iterations.

고속철도(KTX) 수요에 따른 dwelling time예측 모형개발 (Defining Rail Transit Level of Service and Analysis of it's Affection According to Rapid Transit Railway(KTX))

  • 서선덕;신영호;심현진;김환수
    • 한국철도학회:학술대회논문집
    • /
    • 한국철도학회 2008년도 춘계학술대회 논문집
    • /
    • pp.1612-1627
    • /
    • 2008
  • 정차시간은 철도의 용량에 영향을 미치는 요소 중의 하나이다. 현재 정차시간에 대한 연구는 도시 철도 위주로 연구되어 왔으며, 고속철도의 정차시간에 대한 연구는 이루어지지 않은 상태이다. 정차시간은 열차가 정차한 뒤 문이 열리는 시간, 승객의 승하차시간, 문이 닫힌 후 열차 출발 전까지의 걸리는 시간으로 구성되어 있으며, 차량 내 혼잡도, 승/하차 인원, 역내 혼잡도 등의 다양한 요인들의 영향을 받는다. 이를 분석하기 위해서는 승/하차 인원, 역내 혼잡도, 차량 내 혼잡도 등의 자료 분석이 필요하나, 차량 내 혼잡도 및 차량 내 승객의 분포도 등은 자료 수집의 어려움으로 인하여 본 연구에서는 제외하므로, 정차시간에 가장 영향을 많이 미치는 수요를 통하여 고속철도 수요에 따른 정차시간 예측 모형을 개발하겠다.

  • PDF

1910년(年) 이전(以前) 일식관사(日式官舍)의 이식(移植)에 관한 연구(硏究) (A Study on the Implantation of the Japanese Style Official Residence before 1910)

  • 안성호;김순일
    • 건축역사연구
    • /
    • 제6권1호
    • /
    • pp.47-65
    • /
    • 1997
  • In the time of the rule of Japanese imperialism, Japanese style official residence played major role at the implantation of modern dwellings into Korea and its influences on Korean modern dwellings are distinguishable. This study focuses on the Japanese style official residence implanted into Korea before 1910. Before 1910 Japanese civilians in Korea builded just a traditional Japanese dwellings at the Japanese settlement in the ports opened. But Japanese engineers engaged in governmental organization of construction in the Old-Korean Empire builded a central corridor type Japanese dwellings as official residence. The central corridor type Japanese dwelling was an urban dwelling compromised between Japanese style and western style and distinguished by an outer-court type plan, Japanese entrance hall, central corridor and western style reception room. It is certified that the central corridor type Japanese dwelling was implanted into Korea before 1910 and this was the first time an urban dwelling to be implanted and spread through the whole Korea. The central corridor type Japanese dwelling implanted into Korea took in On-Dol and transformed to Korea-Japanese eclectic style. The central corridor type Japanese dwellings implanted into Korea in the time of the rule of Japanese imperialism makes function as a precedent of a modern urban dwelling to Korean and makes Korean dwellings transform from the rural inner court type into the urban outer court type.

  • PDF

The Reciprocal Causal Relationship between Social Activities and Health with Reference to the Cognitive Function Level among Community-dwelling Older Adults: A Cross-Lagged Panel Analysis

  • Kim, Da Eun;Yoon, Ju Young
    • 지역사회간호학회지
    • /
    • 제28권1호
    • /
    • pp.13-22
    • /
    • 2017
  • Purpose: The aim of this study is to examine the reciprocal causal relationship between social activities and health with reference to the cognitive function level among community-dwelling older adults. Methods: We conducted a longitudinal data analysis using the $4^{th}$ (Time 1) and $5^{th}$ (Time 2) waves from the Korean Longitudinal Study of Ageing adopting cross-lagged panel analysis (CLPA). Results: A total of 3,473 community-dwelling older adults were included in the analysis: 2,053 in the normal cognitive function group, 912 in the mild cognitive impairment group, and 508 in the moderate to severe cognitive impairment group. The CLPA revealed that higher levels of social activities at Time 1 significantly influenced better subjective health perception at Time 2 in all three groups. In addition, better subjective health perception at Time 1 significantly influenced higher levels of social activities at time 2 only in the normal cognitive function group. Conclusion: This study demonstrates that participating in social activities has positive effects on health regardless of the cognitive function level in community-dwelling older adults. This finding suggests that there is a need to develop strategies that can be used to encourage older adults with cognitive decline to maintain participation in social activities.

1930년대(年代) 한국근대주택(韓國近代住宅)에 나타난 속복도형(複道型) 일식주택(日式住宅)의 영향(影響) -한국인 건축가의 주택개량안과 "조선과 건축(朝鮮建築)"에 수록된 주택평면을 중심으로- (A Study on the Influences of Central corridor type Japanese dwellings on the Korean modern dwellings and Korean architects' proposals for modern dwellings in the time of 1930's)

  • 안성호;김순일
    • 건축역사연구
    • /
    • 제6권2호
    • /
    • pp.23-40
    • /
    • 1997
  • The purpose of this thesis is a searching out the characteristics of Japanese dwellings implanted into Korea in the time of the rule of Japanese imperialism and its influences on Korean modern dwellings especially in the time of 1930's. At the early stage of the colonial time($1905{\sim}1919$), the central corridor type Japanese dwellings were implanted into Korea for the Japanese official residences. The central corridor type Japanese dwelling was an urban modern dwelling compromised between Japanese style and western style and distinguished by an outer-court type plan, Japanese entrance hall, central corridor and western style reception room. After the 1920's the central corridor type Japanese dwellings have spreaded itself and became a prototype of a modern dwelling in Korea. The characteristics of the central corridor type Japanese dwellings have influenced on the Korean high class dwellings and Korean architects' proposals for modern dwelling in the time of 1930's. By the implantation and spread of the central corridor type Japanese dwellings, Korean modern dwellings at the same time have affected and undergone transformation. The aspects of transformation were ; The outbreaking of the Japanese style entrance and central corridor, the transformation of MaDang from the inner court with a function of circulation into the outer court garden with plants and the transformation of Korean dwellings from the rural inner court type into the urban outer court type. The central corridor type Japanese dwellings implanted into Korea in the time of the rule of Japanese imperialism makes function as a precedent of a modern urban dwelling to Korean and makes Korean dwellings transform from the rural inner court type into the urban outer court type.

  • PDF

철도이용수요에 따른 선로용량 변화 분석 연구 (A Study on Railroad Track Capacity According to Transit Railway Demand)

  • 김익희;김인철;배영규;왕연대
    • 한국경영과학회지
    • /
    • 제38권3호
    • /
    • pp.23-35
    • /
    • 2013
  • It is very important that the calculation of railroad track capacity in infrastructure investment analysis and train operation planning. The dwelling time is one of the factors that influence in railroad track capacity. Current research in dwelling time has been focusing on theoretical investigation, the state of the research in effective variable (dwelling time etc) is insufficient. In this paper, we clearly draw the concept of railroad track capacity and the estimate on modeling of relationship railway demand and dwelling time. Also, we compare and analyze the variation of railroad track capacity according to transit railway demand in Gyeongin Line (Guro~Inchon). This paper is expected to contribute for improving on the in-using equations and methods in train operation planning as well as for improving level of service on railway user.

거주공간의 ′창의적 토착화′에 관한 연구 - 하이데거의 ″거주함″ 사유를 바탕으로 - (A Study on the Creative Inculturation of Dwelling Space - Based on the Thought of Heidegger′s ″Dwelling -)

  • 이승헌
    • 한국실내디자인학회논문집
    • /
    • 제13권3호
    • /
    • pp.104-111
    • /
    • 2004
  • The purpose of this paper draws out a theoretical frame for dwelling space from Heidegger's thought, "Dwelling" and analyze Luis Baraggan's housing design as an instance of the practical expression of them. The 'creative inculturation' of dwelling space is possible through familiarity by disclosuring in time and place. Heidegger suggests that place as existential space represents the occasion revelation of incidents in Dasein. He interprets the dwelling as creative openness in which elements comprising this world face and interact with each other into one. Openness may be referred to a dynamic coordination in which the each and the world sustain each other under incessant mutual tension, but not sticking each other. Creative inculturation is determined according to how deeper conversation was made internally. To complete the process properly requires determining several relationships involved in the land area.land area.

개선된 알고리즘에 의한 지하철 운행간격 제어 (Train Regulation by the Advanced Algorithm for Subway)

  • 박홍규;심원섭;홍순흠
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2002년도 추계학술대회 논문집 전기기기 및 에너지변환시스템부문
    • /
    • pp.330-333
    • /
    • 2002
  • Even if the train of subway starts in a certain interval from the origin according to the operation plan. as the number of passenger gets increased during operation. the boarding and getting-off time will increase, and the temporary breakdown happens to the system of train during operation, causing the delay from the operation plan. this leads to the vicious circle of train operation. making the interval of train operation irregular in downtown especially. To solve this problem, we propose the method of advanced algorithm by the actual data relating to the train operation including operation time required between stations, distance between stations. capability of train, and the dwelling time, location and distance between the preceding train and next one. The central train control system adjusts the dwelling time at each station in order to recover the delayed time, and increase the operation speed at the each station. As control algorithm is applied the dwelling time and to increase the speed, the train maintains certain interval after certain amount of time passes.

  • PDF

온도 유지시간 제어를 적용한 하이브리드 분말 압출 공정을 통한 요구 특성의 스퍼기어 제조 (Hybrid Powder-Extrusion Process Involving the Control of Temperature Dwelling Time for Fabricating Spur Gears with Required Properties)

  • 이경훈;황대원;김병민
    • 대한기계학회논문집A
    • /
    • 제35권8호
    • /
    • pp.847-853
    • /
    • 2011
  • 본 연구는 압출 시 성형온도를 유지하여 Zn-22Al 합금분말의 성형성을 향상시키는 하이브리드 분말 압출 공정의 개발 및 온도 유지시간이 압출된 스퍼기어의 기계적 특성에 미치는 영향을 조사하기 위해 수행되었다. 피치원 지름 1.8mm 의 소형 스퍼기어는 압출온도 290, 300, $310^{\circ}C$에서 성형되었다. 볼밀시간 32h 의 Zn-22Al 합금분말을 압출온도 $310^{\circ}C$에서 압출 시 표면 결함이 없는 소형 기어가 제조되었다. 경도분포는 기어 중심부와 치형부에서 불균일하였고 소결공정 후 내부 변형에너지의 차이로 인해 내부균열이 발생하였다. 위와 같은 문제를 해결하기 위해 온도 유지시간 제어를 이용한 하이브리드 압출 연구를 수행하였다. 압출된 스퍼기어의 평가는 압출하중, 비커스 경도 및 치수정밀도 측정을 통해 이루어졌다. 온도 유지시간 15min 에서 압출된 스퍼기어의 기계적 성질이 가장 우수하였다.

현대 거주개념의 의미변화에 관한 연구 - 영화 <매트릭스>와 게임<엔터 더 매트릭스>의 분석을 중심으로 - (A Study on the meaning-change of the contemporary dwelling - The Focus on the analysis of 'The Matrix' and 'Enter the Matrix' -)

  • 안은희;이정욱
    • 한국실내디자인학회논문집
    • /
    • 제40호
    • /
    • pp.60-67
    • /
    • 2003
  • The perceptual change and reproduction process of a space is distinguished from the difference between the Modem Times and the digitalized Post-modem Times. According to this changing aspect, the dwelling. concept is also progressed toward the escapeness from the regularly standardized settlement. But, as written above, the escapable dwelling behavior pattern is re-territorizated through new restriction and domination system. Among the newly re-territorized dwelling areas, the virtual space that included human being's equal in the contemporary meaning has already been on the surface in our daily life, it has been enlarging into all kinds of activity. The virtual space has the possibility to extend beyond a already well-used to physical space and time unlimitedly. But, owing to the ambiguous boundary between the real space and the virtual space, it is getting more important to define the spatial substance in the Digital Age. From now on, especially, the academical fields like a Architecture and a Interior Design that dealed with a living space have to give it a great shot. What I really want to say is that various approach about the space itself with the help of many sorts of so-called a Case Study could be a diversity & uniqueness out of a typical point of view about the study handling on space and time.