• Title/Summary/Keyword: User's path

Search Result 301, Processing Time 0.027 seconds

Discovery of Behavior Sequence Pattern using Mining in Smart Home (스마트 홈에서 마이닝을 이용한 행동 순차 패턴 발견)

  • Chung, Kyung-Yong;Kim, Jong-Hun;Kang, Un-Gu;Rim, Kee-Wook;Lee, Jung-Hyun
    • The Journal of the Korea Contents Association
    • /
    • v.8 no.9
    • /
    • pp.19-26
    • /
    • 2008
  • With the development of ubiquitous computing and the construction of infrastructure for one-to-one personalized services, the importance of context-aware services based on user's situation and environment is being spotlighted. The smart home technology connects real space and virtual space, and converts situations in reality into information in a virtual space, and provides user-oriented intelligent services using this information. In this paper, we proposed the discovery of the behavior sequence pattern using the mining in the smart home. We discovered the behavior sequence pattern by using mining to add time variation to the association rule between locations that occur in location transactions. We can predict the path or behavior of user according to the recognized time sequence and provide services accordingly. To evaluate the performance of behavior consequence pattern using mining, we conducted sample t-tests so as to verify usefulness. This evaluation found that the difference of satisfaction by service was statistically meaningful, and showed high satisfaction.

A Study on the Influencing Factors of Sustainable Use Intention & Addiction of Social Media WeChat (소셜미디어 위챗의 지속 이용의도와 중독의 영향요인 연구)

  • Qiang, YaLi;Bae, Seung-Ju;Kwon, Mahn-Woo;Lee, Sang-Ho
    • Journal of the Korea Convergence Society
    • /
    • v.12 no.12
    • /
    • pp.245-255
    • /
    • 2021
  • This study is an empirical study on how factors such as social factor, entertainment factor on the Wechat social media platform affect users' flow and addiction to use. Researchers thought that despite the increasing addiction of social media Wechat users, existing social media research is limited to service quality and satisfaction, so research on user flow and addiction is necessary. Therefore, the researchers try to through empirical analysis, the WeChat use to addiction path to social factor (social interactivity, payable) and entertainment factor (entertainment, life relevance), examine how WeChat user experience affects the use intention and satisfaction, and determine its role in the user's WeChat addiction and flow, and tested. The results of this study are expected to provide a new theoretical basis for future research on addiction use of social media.

A Study on Generating Public Library Service Areas Considering User Access Patterns (이용자의 접근 패턴을 고려한 공공도서관 서비스 영역 생성 연구)

  • Woojin Kang;Jongwook Lee
    • Journal of the Korean BIBLIA Society for library and Information Science
    • /
    • v.34 no.3
    • /
    • pp.89-107
    • /
    • 2023
  • Public libraries should plan and provide services that satisfy various needs of the local community users. In order to understand library users, it is essential first to grasp the service areas of libraries. The current service areas of public libraries are primarily set based on administrative boundaries of the areas where the libraries are located, which limits the consideration of actual user access patterns to the libraries. In this study, we aim to create service areas that incorporate the transportation and geographical characteristics of the library's surroundings and reflect the access patterns of library users. Specifically, we utilized street network data from 502 libraries in 7 metropolitan cities to determine the travel distance and time from user locations, considering gradients, to the libraries. Subsequently, we applied the shortest path algorithm to generate service areas within a 30-minute walking or driving range. As a result, we confirmed that there are differences in the service area patterns of libraries depending on topographical factors, and this better reflects the realistic conditions of library access compared to service areas based on straight-line distances. This method of generating service areas contributes to a more accurate understanding of library users' numbers, characteristics, and needs.

Performance Analysis of Multi-Code CDMA System over IS-95B Forward Channel (IS-95B 순방향 채널에서의 멀티코드 CDMA 시스템의 성능분석)

  • 곽재민;최창호;이영교;오창헌;김언곤;조성준
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.25 no.5B
    • /
    • pp.879-888
    • /
    • 2000
  • In this paper, the performance of IS-95B CDMA system adopting multi-code scheme for data service on the forward link is obtained by theoretical analysis and computer simulation. The wireless channel is assumed to include AWGN, MUI(Multi-User Interference), and MPI(Multi-Path Interference), and multipath Rayleigh fading modeled by TDL(Tapped Delay Line). To obtain actual performance, IS-95B system using PN codes(M-sequence) concatenated with Walsh codes is considered. The BER performance of voice/data service satisfying QoS requirement and the maximum capacity of voice users is derived in terms of various system parameters(voice activity factor, required SNR of voice/data users, the number of multi-codes, the number of voice/data users.,etc.). As a result, under the condition that the maximum allowable number of voice user is 38 in voice only system, as the number of multi-code is decreased by 1, the maximum allowable number of voice user is increased by 5% for system with 1 data user and 22.3% for system with 4 data users. Therefore, it is possible to increase maximum allowable number of users in IS-95B CDMA system by appropriate control of the number of multi-codes and required SNR according to channel environment and traffic characteristic.

  • PDF

A Study on the protection of personal information using a Virtual IDs in an anonymous bulletin board (익명 게시판 환경에서 가상 아이디를 이용한 개인정보보호에 관한 연구)

  • Min, So-Yeon;Jang, Seung-Jae
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.13 no.9
    • /
    • pp.4214-4223
    • /
    • 2012
  • The argument related to the use of real and anonymous names on the Internet bulletin board has recently become a main issue. When using real names, it is possible to violate free discussion and privacy. Also, when using anonymous names, it is possible to have the reverse function of the Internet in regard to the use of malicious replies or the distribution of false ideas. Therefore, this paper has made it possible to prevent the spread of the user's personal information and execute the single log-in process by using the XML-token method which is one of the SSO technologies. Also, by issuing virtual IDs and forming the path when establishing tokens, the anonymous bulletin board which provides anonymity with a conditional tracing process has been suggested. After analyzing the performance of visitor numbers at authentication time, the anonymous bulletin board based on the group signature method showed the average response rate of 0.72 seconds, 0.18 seconds, which was suggested scheme. In the authentication time 4-5 times faster response speed, respectively. Also, since the suggested system does not have to provide a single authentication process or make the user provide his or her signature, the level of user's convenience seems to be much higher. Such a result shows that the system suggested on the anonymous bulletin board has a more appropriate level of user's convenience.

Integrated Test of Object-Oriented System Using Scenario (시나리오를 이용한 객체지향 시스템의 통합 테스트)

  • Kim, Eun-Joo;Choi, Eun-Man
    • The Transactions of the Korea Information Processing Society
    • /
    • v.5 no.9
    • /
    • pp.2312-2322
    • /
    • 1998
  • Test case for objcctoricnted system's integrated testing must be contained both methowmessage path and result of method execution. For this test case extraction, we should use scenario of dynamic modeling leveL Because we can reduce account of test case through user action's dependency analysis. This paper suggest test case generation method using dynamic modeling scenario. There are two advantages of this method are two. First, we can use computer when we generate test case for object's interaction and test result compare, Second, we can reduce testcase amount.

  • PDF

Driver Preference Based Traffic Information Recommender Using Context-Aware Technology (상황인식 기술을 이용한 운전자 선호도 기반 교통상세정보 추천 시스템)

  • Sim, Jae Mun;Kwon, Ohbyung;Kang, Ji Uk
    • Knowledge Management Research
    • /
    • v.11 no.2
    • /
    • pp.75-93
    • /
    • 2010
  • Even though there have been many efforts on driver's route recommendation, driver still should get involved to choose the driving path in a manual manner. Uncertain traffic information provided to the driver delays his arrival time and hence may cause diminished economic values. One of the solutions of reducing the uncertainty is to provide various kinds of traffic information, rather than send real-time information. Therefore, as the wireless communication technology improves and at the same time volume of utilizable traffic contents increases in geometrical progression, selecting traffic information based on driver's context in a timely and individual manner will be needed. Hence, the purpose of this paper is to propose a methodology that efficiently sends the rich traffic contents to the personal in-vehicle navigation. To do so, driver preference is modeled and then the recommendation algorithm of traffic information contents was developed using the preference model. Secondly, ontology based traffic situation analyzation method is suggested to automatically inference the noticeable information from the traffic context on driver's route. To show the feasibility of the idea proposed in this paper, an open API service is implemented in consideration of ease of use.

  • PDF

Composite Discharge Capacity Analysis of Vertical Drain Installed in Ground (연직배수재가 타설된 지반의 복합통수능 해석)

  • Kim, Chang-Young;Kwak, No-Kyung;Lee, Song
    • Proceedings of the Korean Geotechical Society Conference
    • /
    • 2008.10a
    • /
    • pp.1167-1174
    • /
    • 2008
  • Vertical drain method, which is one of the soft ground improvement methods, shorten s drain path to accelerate consolidation process and is applied in many sites. At a recent, composite discharge capacity experiment that analyze discharge amount by consolidation behavior with overburden pressure of soft ground in laboratory, simulates similarly with actuality. Geotechnical engineering problems such a s soft ground improvement are solved by numerical analysis by development of computer and numerical analysis techniques. Numerical analysis does that result is contrary by user's inexperience for choice of constitution model and application of analysis method. Therefore, this thesis experiments on composite discharge capacity test and study discharge capacity of drain and consolidation behavior of soft ground installed prefabricated vertical drain boards. Also, This thesis studied reasonable input parameters and constitution model by compare results of composite discharge capacity test and numerical analysis using PLAXIS that is 2D finial element numerical analysis program.

  • PDF

Implementation of a Framework for Location-aware Dynamic Network Provisioning (위치인지 능동 네트워크 제공을 위한 프레임워크 구현)

  • Nguyen, Huu-Duy;Nguyen, Van-Quyet;Nguyen, Giang-Truong;Kwon, Taeyong;Yeom, Sungwoong;Kim, Kyungbaek
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2018.10a
    • /
    • pp.133-135
    • /
    • 2018
  • In these days, providing flexible and personalized network services subject to customers' requirements becomes an interesting issue for network service providers. Moreover, because each network service provider own finite network resources and infrastructure, dynamic network provisioning is essential to leverage the limited network resources efficiently and effectively for supporting personalized network services. Recently, as the population of mobile devices increases, the location-awareness becomes as important as the QoS-awareness to provision a network service dynamically. In this paper, we propose a framework for providing location-aware dynamic network services. This framework includes the web user interface for obtaining customers' requirements such as locations and QoS, the network generator for mapping the requested locations and network infrastructure, the network path calculator for selecting routes to meet the requested QoS and the network controller for deploying a prepared network services into SDN(Software-Defined Networking) enabled network infrastructure.

Design and Implementation of a Service Platform that Recommends the Optimal Shortest Distance as a Patrol Route

  • Jo, Yu-min;Jang, Ye-jin;Paik, Jong-ho
    • Journal of Internet Computing and Services
    • /
    • v.23 no.1
    • /
    • pp.1-9
    • /
    • 2022
  • Recently, interest in living safety and crime prevention is increasing. The reality is that most women have anxiety about social safety and ultimately want a safe return to home. As a result of these issues, the Seoul Metropolitan Government and the National Police Agency are implementing various services to alleviate them. However, there are limitations such as that the service can be used only during a limited time or the process of checking whether the patrol is really completed is complicated. Therefore, in this paper, we propose a service platform that overcomes these limitations and suggests the best and shortest patrol route to the police based on the desired patrol location applied by citizens. It is designed based on the MVC pattern, and the functions are divided for each user. It is hoped that the platform will reduce crime rates and allow citizens to ultimately return home with peace of mind. Also we expect that the police will ablet to find places where they did not know about or need to patrol with more attention through the recommended route of the platform, which will be helpful in their task.