• Title/Summary/Keyword: User Pattern

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A Design and Implementation of Mobile Application Usage Pattern Analysis System (모바일 어플리케이션 이용패턴 분석 시스템의 설계와 구현)

  • Park, DongGyu;Kim, SungKwan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.9
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    • pp.2272-2279
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    • 2014
  • Mobile applications are software systems running on handheld devices, such as smartphones, PDAs, tablets and so on. The market of mobile application has rapidly expanded in the past few years. In this paper, we present a novel approach to track smartphone application usage from a event logs on the mobile device and analyzed both on client system and usage analysis server. We implemented our client system on Android device based usage analytics platform. Based on the analysis server system, we obtained over 47,000 user base, and we get the user's app usage informations on realtime. In this paper, we describe a large scale deployment-based research for a smartphone usage patterns and usage information visualization techniques.

Speech Synthesis System for Detected Objects by Smart Phone (스마트폰으로 검출된 객체의 음성합성 시스템)

  • Kwon, Soon-Kak
    • Journal of Korea Multimedia Society
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    • v.19 no.2
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    • pp.469-478
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    • 2016
  • This paper designs an application for detecting various objects using a smart phone with camera sensor, then implements the application that detects the number of faces in front of a user by using the Face API provided by android and generates a speech to the user. For implementing the application, the GoF strategy pattern is applied to design the application. It provides some advantages; first, the algorithm development schedule can separate the whole application development schedule; next, it makes easier to add the algorithm. For example, another detecting algorithm for the other objects (character, motion detection) that may be developed in the future, or it may be replaced by a more high-performance algorithm. With the propose method, a general smart phone can make some advantages that can provide information of various objects (such as moving people and objects, and detected character from signboards) to the person who is visually impaired.

QoE-Aware Mobility Management Scheme

  • Kim, Moon
    • Journal of information and communication convergence engineering
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    • v.14 no.3
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    • pp.137-146
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    • 2016
  • In this paper, we introduce a quality of experience (QoE)-provisioning mobility management scheme. The emphasis is on a mobility-aware QoE solution enabling network components to recognize the mobility pattern of an end-user and to prepare a handover in advance. We further focus on an energy-adaptive QoE solution based on the energy profile providing the preferred pattern of energy consumption and an energy preference check engine determining whether the provision of the service that the end-user requested is suitable to QoE or not. Lastly, we concentrate on a network-based intelligent mobility management scheme adopting the calm service and the balance. Consequently, we conclude that the proposed schemes improve the handover latency, QoE metrics, and energy efficiency simultaneously.

Computer Aided Design of a Mold Cavity with Proper Rigging System for Casting Processes(II) (주형의 전산기 원용 설계 II -팅구계와 주형캐비티의 설계-)

  • 박종천;이건우
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.14 no.2
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    • pp.376-381
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    • 1990
  • An interactive computer program to design a mold cavity with the proper rigging system has been developed. In addition to the pattern and the risers generated in part 1 of this work, the various components of the gating system are generated in complete three dimensional models by a rational approach. Then they are laid interactively by the user, and united together with the pattern and the risers to result in the three dimensional model of the mold assembly. Finally, the vents and the mold box are constructed following the user's interactive specification and then the mold cavity is completed in a three dimensional geometric model by subtraction the mold assembly and the vents from the mold box. The three dimensional model of a mold cavity is useful for many related applications such as the solidification simulation for mold evaluation and the NC tool path generation for mold production.

User Identification Method Using Input Pattern Analysis (사용자 입력 패턴 분석을 이용한 사용자 판별 방법 연구)

  • Park, Minsoo;Park, Jumin;Kim, Kyungheon;Won, Yoojae
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2017.01a
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    • pp.213-216
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    • 2017
  • 본 논문에서는 사용자 입력패턴 분석을 통한 행위 기반 인증 방법을 제안한다. 이 알고리즘은 기기를 통해 들어온 사용자의 다양한 입력정보를 받아오고, 받아온 정보를 분석하여 사용자만의 고유한 정보를 추출한다. 이렇게 추출된 정보를 데이터베이스에 저장 후, 사용자에 대한 인증요청이 들어오면 입력 정보들과 저장된 입력정보의 일치여부에 따라 인증을 허용할지 결정한다. 이를 이용하면 사용자의 고유한 행위에 대한 정보를 가지고 인증을 진행하기 때문에, 사용자의 기억에 의존하지 않고 간단하게 인증 절차를 진행할 수 있다. 본 논문에서는 실험을 통해 모인 데이터를 분석하여 제안하는 인증 방법이 실질적으로 사용자 인증에 적용 될 수 있음을 보인다.

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Database using Personal Information Management System

  • Kim, Jae-Woo;Kim, Don-Go;Kang, Sang-Gil;Kim, Dong-Hyun;Kim, Won-Il
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.8 no.4
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    • pp.260-263
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    • 2008
  • In this paper we propose Personal Information Management System for Library Database. It manages personal search pattern for the given user and provide specific book list for library book search system. With the proposed system, the conventional overlap searching time will be decreased with personalized information and search history. This system manages the individual data according to personal searching pattern, sequence and usability. Therefore, the user can locate necessary book information more accurately with their distinct interest and search history.

A Caching Scheme to Support Session Locality in Hierarchical SIP Networks

  • Choi, KwangHee;Kim, Hyunwoo
    • Journal of Korea Society of Industrial Information Systems
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    • v.18 no.1
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    • pp.1-9
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    • 2013
  • Most calls of a called user are invoked by the group of calling users. This call pattern is defined as call locality. Similarly Internet sessions including IP telephony calls have this pattern. We define it session locality. In this paper, we propose a caching scheme to support session locality in hierarchical SIP networks. The proposed scheme can be applied easily by adding only one filed to cache to a data structure of the SIP mobility agent. And this scheme can reduce signaling cost, database access cost and session setup delay to locate a called user. Moreover, it distributes the load on the home registrar to the SIP mobility agents. Our performance evaluation shows the proposed caching scheme outperforms the hierarchical SIP scheme when session to mobility ratio is high.

Visual Structure Web of Mashup of the GPIS Tracking Mechanism (GPIS Tracking 메커니즘의 Mashup 시각구조 웹)

  • Ahn, Sung-Eun;Tcha, Hong-Jun
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.2 no.2
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    • pp.79-85
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    • 2009
  • This research study and design, implement the digital multi-media description technique of Mashup Web which will be evolved into visible visual structure in form of cooperation studying. This technique is study user connect location information and service using pattern, then this information description technique of Mashup pre-operate inference data by tracking user service data.

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A Novel Door Security System using Hand Gesture Recognition (손동작 인식을 이용한 출입 보안 시스템)

  • Cheoi, Kyungjoo;Han, Juchan
    • Journal of Korea Multimedia Society
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    • v.19 no.8
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    • pp.1320-1328
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    • 2016
  • In this paper, we propose a novel security system using hand gesture recognition. Proposed system does not create a password as numbers, but instead, it creates unique yet simple pattern created by user's hand movement. Because of the fact that individuals have different range of hand movement, speed, direction, and size while drawing a pattern with their hands, the system will be able to accurately recognize only the authorized user. To evaluate the performance of our system, various patterns were tested and the test showed a satisfying result.

A Research on a Context-Awareness Middleware for Intelligent Homes (지능적인 홈을 위한 상황인식 미들웨어에 대한 연구)

  • Choi Jonghwa;Choi Soonyong;Shin Dongkyoo;Shin Dongil
    • The KIPS Transactions:PartA
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    • v.11A no.7 s.91
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    • pp.529-536
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    • 2004
  • Smart homes integrated with sensors, actuators, wireless networks and context-aware middleware will soon become part of our daily life. This paper describes a context-aware middleware providing an automatic home service based on a user's preference. The context-aware middle-ware utilizes 6 basic data for learning and predicting the user's preference on the multimedia content : the pulse, the body temperature, the facial expression, the room temperature, the time, and the location. The six data sets construct the context model and are used by the context manager module. The log manager module maintains history information for multimedia content chosen by the user. The user-pattern learning and pre-dicting module based on a neural network predicts the proper home service for the user. The testing results show that the pattern of an in-dividual's preferences can be effectively evaluated and predicted by adopting the proposed context model.