• Title/Summary/Keyword: User location

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Personalized Recommendation System for Location Based Service

  • Lee Keumwoo;Kim Jinsuk
    • Proceedings of the KSRS Conference
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    • 2004.10a
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    • pp.276-279
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    • 2004
  • The location-based service is one of the most powerful services in the mobile area. The location-based service provides information service for moving user's location information and information service using wire / wireless communication. In this paper, we propose a model for personalized recommendation system which includes location information and personalized recommendation system for location-based service. For this service system, we consider mobile clients that have a limited resource and low bandwidth. Because it is difficult to input the words at mobile device, we must deliberate it when we design the interface of system. We design and implement the personalized recommendation system for location-based services(advertisement, discount news, and event information) that support user's needs and location information. As a result, it can be used to design the other location-based service systems related to user's location information in mobile environment. In this case, we need to establish formal definition of moving objects and their temporal pattern.

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Dynamic Selection of Candidate Device for the Seamless Service Using User Location Prediction (세션 모빌리티를 위한 사용자 위치 예측 통한 동적 후보 장치 선택)

  • Jung, E.-Gun;Lee, Seung-Hoon;Kim, Sang-Wook
    • 한국HCI학회:학술대회논문집
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    • 2008.02a
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    • pp.510-516
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    • 2008
  • In ubiquitous environment, there are no limits to utilize networks whenever and wherever you are. That pervasive networks are combined with the information devices and then create various services such as car navigation of LBS(location based service) and DMB(Digital Multimedia Broadcasting). As these kinds of services are getting more various, the complexity is also getting higher and ultimately the convergence will make people feel frustrated. One of the solutions is Context-Awareness[1] technology. User interface with context-awareness filters unnecessary information and prevents users from being blocked due to the massive information. In this paper, we describe the seamless service system based on location-awareness, which is a type of context-awareness. We developed the system based on UPnP AV Framework. This system provides the automatic terminal device selection for the nomadic user. The system establishes new connections for the ongoing streaming playback session with the new AV devices without substantial loss of playback so that the user can enjoy the seamless service. The AV device selection based on the user's location needs no user's intervention or notification so it achieves the improvement of usability and complexity.

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Implementation of Multimedia Contents Stream Service Mobility by Location Tracking (위치 인식을 통한 멀티미디어 컨텐츠 스트림 서비스의 이동성 구현)

  • Kim, Ji-Young;Yong, Hwan-Seung
    • Journal of Digital Contents Society
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    • v.7 no.2
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    • pp.117-124
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    • 2006
  • In ubiquitous computing environment, a user can access their personalized services at anytime, anywhere, through any possible mobile or fixed terminals in a secure way. If the user wants to move to a different location, they need to stop the video play at the current location and makes a new request at the new location. As well, the user needs to manually search for the last frame to be seen at the previous location. In this paper, we proposed an implementation of multimedia contents streaming service mobility by user's location tracking. User can play video seamlessly while moving from one machine to another along the user's moving trail.

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A Step towards User Privacy while Using Location-Based Services

  • Abbas, Fizza;Oh, Heekuck
    • Journal of Information Processing Systems
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    • v.10 no.4
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    • pp.618-627
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    • 2014
  • Nowadays mobile users are using a popular service called Location-Based Services (LBS). LBS is very helpful for a mobile user in finding various Point of Interests (POIs) in their vicinity. To get these services, users must provide their personal information, such as user identity or current location, which severely risks the location privacy of the user. Many researchers are developing schemes that enable a user to use these LBS services anonymously, but these approaches have some limitations (i.e., either the privacy prevention mechanism is weak or the cost of the solution is too much). As such, we are presenting a robust scheme for mobile users that allows them to use LBS anonymously. Our scheme involves a client side application that interacts with an untrusted LBS server to find the nearest POI for a service required by a user. The scheme is not only efficient in its approach, but is also very practical with respect to the computations that are done on a client's resource constrained device. With our scheme, not only can a client anonymously use LBS without any use of a trusted third party, but also a server's database is completely secure from the client. We performed experiments by developing and testing an Android-based client side smartphone application to support our argument.

Location management using user mobility pattern in mobile IP and WCDMA network (Mobile IP 와 WCDMA 망에서의 사용자 이동 pattern 에 따른 location management)

  • Kim, Seo-Young;Kim, Jeong-Ho
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.229-232
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    • 2005
  • Many kinds of communication systems will be co-existed in the next generation communication environment. Location management will be one of the most important strategies in the future communication network. Whether the user gets the service in any kind of communication system, it is required to know the location of the user properly and manages this location information efficiently. In this paper, mobile IP and WCDMA systems are considered as next generation communication systems. We improve the performance of communication in heterogeneous networks adjusting the conventional region-based location management strategy in homogeneous network. This strategy can be adjusted dynamically to the communication system on the basis of packet-to-mobility ratio (PMR) in mobile IP system or call-to-mobility ratio (CMR) in WCDMA system, lots of different system parameters, and movement pattern of the user. This can be also based on the performance analysis with considering signaling cost and database access cost.

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Data mining approach to predicting user's past location

  • Lee, Eun Min;Lee, Kun Chang
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.11
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    • pp.97-104
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    • 2017
  • Location prediction has been successfully utilized to provide high quality of location-based services to customers in many applications. In its usual form, the conventional type of location prediction is to predict future locations based on user's past movement history. However, as location prediction needs are expanded into much complicated cases, it becomes necessary quite frequently to make inference on the locations that target user visited in the past. Typical cases include the identification of locations that infectious disease carriers may have visited before, and crime suspects may have dropped by on a certain day at a specific time-band. Therefore, primary goal of this study is to predict locations that users visited in the past. Information used for this purpose include user's demographic information and movement histories. Data mining classifiers such as Bayesian network, neural network, support vector machine, decision tree were adopted to analyze 6868 contextual dataset and compare classifiers' performance. Results show that general Bayesian network is the most robust classifier.

Tracking Methods of User Position for Privacy Problems in Location Based Service (위치 기반 서비스에서 사생활 침해 문제 해결을 위한 사용자 위치 추적 방법)

  • Ra, Hyuk-Ju;Choi, Woo-Kyung;Jeon, Hong-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.14 no.7
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    • pp.865-870
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    • 2004
  • Development of new information and traffic technology causes fast-growing in the field of information-based system. At recent, development of LBS(Location Based Service) makes a remarkable growth of industry as GPS(Global Positioning System) becomes wide-spread and location information becomes more important. However, there is a problem like infringement of privacy when location information is used improperly[1]. In this paper, LBS platform is proposed in order to prevent infringement of privacy. To implement, we classify user path as pattern in a zone of user life. Thereupon, location information is provided according to user' specific situation.

Design and Implementation of User Location-based N-Screen Service System (사용자 위치 인식 기반 맞춤형 N-Screen Service 시스템 설계 및 구현)

  • Kim, Jung Jae;Ryu, Min Woo;Cha, Si Ho;Cho, Kuk Hyun
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.10 no.1
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    • pp.139-146
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    • 2014
  • Through numerous mobile device technology advances, various multimedia contents is moving towards mobile devices from existing personal computer (PC). These paradigm has emerged taking into account these idea, the so-called N-Screen, N-Screen is user-centric service to provide running and sharing on everywhere via advanced smart system in C-P-N-T (Content, Platform, Network, Terminal). Therefore we must provide securing of various contents, openended platform, and user-centric service for efficient N-Screen service. For These characteristic of N-Screen, this paper propose design and implementation of user location-based N-Screen service system. The proposed system realize user location through user's smart phone and offer automatic streaming service to user. And also, we provide web service-based extended N-Screen service. Thus, user can access various device, such as laptop, tablet, and mobile device.

Implementation of Location-Aware VOD Service supporting User Mobility in Ubiquitous Spaces (편재형 공간에서 사용자 이동성을 지원하는 위치 인식 VOD서비스의 구현)

  • Choi Tae Uk;Chung Ki Dong
    • Journal of KIISE:Information Networking
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    • v.32 no.1
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    • pp.80-88
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    • 2005
  • In ubiquitous spaces, a user wants to be provided with a VOD service while moving one space to another freely. Since the traditional VOD system is dependent on user location, the VOD server transmits video data to a single client during a session. If the user moves to another space, he/she should close the old session and make a new request for the same video. However, the location-aware VOD system supports user mobility by closing and opening the session automatically. That is, the VOD system automatically perceives the movement of a user and allows the server to change the data flow so that a client near the user can receive the video data. This paper proposes a location-aware VOD service architecture and a session handoff scheme to provide a mobile user with continuous video delivery and implements a location-aware VOD prototype system based on Jini and Java. In experiment, we show that the proposed handoff scheme has a smaller handoff delay than the other handoff scheme.

Indoor Location Positioning System for Image Recognition based LBS (영상인식 기반의 위치기반서비스를 위한 실내위치인식 시스템)

  • Kim, Jong-Bae
    • Journal of Korea Spatial Information System Society
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    • v.10 no.2
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    • pp.49-62
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    • 2008
  • This paper proposes an indoor location positioning system for the image recognition based LBS. The proposed system is a vision-based location positioning system that is implemented the augmented reality by overlaying the location results with the view of the user. For implementing, the proposed system uses the pattern matching and location model to recognize user location from images taken by a wearable mobile PC with camera. In the proposed system, the system uses the pattern matching and location model for recognizing a personal location in image sequences. The system is estimated user location by the image sequence matching and marker detection methods, and is recognized user location by using the pre-defined location model. To detect marker in image sequences, the proposed system apply to the adaptive thresholding method, and by using the location model to recognize a location, the system can be obtained more accurate and efficient results. Experimental results show that the proposed system has both quality and performance to be used as an indoor location-based services(LBS) for visitors in various environments.

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