• 제목/요약/키워드: User Behavior Analysis

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Influence of User's Behavior about Delay on Media Server

  • Lee, Hoon
    • 한국통신학회논문지
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    • 제35권8B호
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    • pp.1150-1158
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    • 2010
  • At present multimedia service composed of voice, data, and video service is prevalent in the Internet. As such, wide-scale penetration of Internet service imposes tremendous pressure to the network infrastructure such as the media servers and links as well as the nodes. In addition, users from a large-scale population require broad bandwidth and high level of QoS. This requires a network with reliable and scalable services to customers, which also necessitates a realistic method for the design of the a media server. In this work, we explore the influence of user's behavior about delay on the performance of media server that takes into account the system and user attributes in a realistic manner. By incorporating user's behavior about the delay-sensitivity, we present an analytic framework for the evaluation of the performance of the media server, via which we illustrate a meaningful intuition in the provision of Internet multimedia service.

웹기반 정보시스템의 재구성을 위한 항해구조 및 사용자행동 모델링 (Navigational Structure and User Behavior Modeling for Restructuring of Web-based Information Systems)

  • 박학수;황성하;이강수
    • 한국멀티미디어학회논문지
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    • 제5권6호
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    • pp.730-744
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    • 2002
  • 최근의 정보시스템의 전형적인 형태인 웹기반 정보시스템(WBIS)은 계속적으로 재구성되어 야만 사용자의 욕구를 만족시킬 수 있으며 수익을 창출할 수 있다. 이를 위해, 시스템의 항해구조를 모델링하고 분석해야 하며 로그파일을 통해 사용자의 행동을 모델링하여 시스템의 재구성시에 활용해야한다. 이에 따라, 본 논문에서는 쇼핑몰을 포함한 WBIS의 재구성(또는 튜닝)을 위한 항해구조의 모델링 및 사용자행동 모델링 방법을 제시한다. 항해구조의 모델링을 위해 구조모델, 상태전이 모델 및 패트리넷 모델 및 분석방법을 제시하였다. 또한, 사용자행동 모델링을 위한 로그분석을 위해, 사용자행동 모델링 알고리즘을 제시하고 이를 구현하였다. 끝으로, 재구성 휴리스틱을 제시하였으며 제시한 방법들은 사례 WBIS에 적용하였다.

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인터넷상에서의 소비자 구매 행동 분석과 이에 따른 인터넷 광고 효과에 관한 연구 (A Study on analysis of consumer' purchasing behavior within Internet and effects of Internet Ad.)

  • 전규림
    • 정보학연구
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    • 제3권3호
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    • pp.67-76
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    • 2000
  • 인터넷 이용자는 Off-Line에서만 중요한 Target market이 되는 것은 아니다. 전자상거래의 활성화와 함께 인터넷 이용자는 On-Line상에서 핵심 Target market가 되었다. 따라서 이들의 구매성향을 정확히 분석하여 최적의 마케팅 기법을 개발하는 것이 기업의 당면과제로 떠올랐다. 본 연구에서는 친구통계학적 방법을 사용하여 인터넷 이용자의 구매행동을 분석하고, 이에 따른 최적의 인터넷 광고를 어떻게 행할 수 있는가 하는 것에 관하여 고찰해 보았다. .

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A Conceptual Framework for an Information Behavior Model Based on the Collaboration Perspective between User and System for Information Retrieval

  • Yangyuen, Wachira;Phetkaew, Thimaporn;Nuntapichai, Siwanath
    • Journal of Information Science Theory and Practice
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    • 제8권3호
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    • pp.30-46
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    • 2020
  • This research aimed (1) to study and analyze the ability of current information retrieval (IR) systems based on views of information behavior (IB), and (2) to propose a conceptual framework for an IB model based on the collaboration between the system and user, with the intent of developing an IR system that can apply intelligent techniques to enhance system efficiency. The methods in this study consisted of (1) document analysis which included studying the characteristics and efficiencies of the current IR systems and studying the IB models in the digital environment, and (2) implementation of the Delphi technique through an indepth interview method with experts. The research results were presented in three main parts. First, the IB model was categorized into eight stages, different from traditional IB, in the digital environment, which can correspond to all behaviors and be applied to with an IR system. Second, insufficient functions and log file storage hinder the system from effectively understanding and accommodating user behavior in the digital environment. Last, the proposed conceptual framework illustrated that there are stages that can add intelligent techniques to the IR system based on the collaboration perspective between the user and system to boost the users' cognitive ability and make the IR system more user-friendly. Importantly, the conceptual framework for the IB model based on the collaboration perspective between the user and system for IR assisted the ability of information systems to learn, recognize, and comprehend human IB according to individual characteristics, leading to enhancement of interaction between the system and users.

User Modeling Using User Preference and User Life Pattern Based on Personal Bio Data and SNS Data

  • Song, Hyejin;Lee, Kihoon;Moon, Nammee
    • Journal of Information Processing Systems
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    • 제15권3호
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    • pp.645-654
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    • 2019
  • The purpose of this study was to collect and analyze personal bio data and social network services (SNS) data, derive user preference and user life pattern, and propose intuitive and precise user modeling. This study not only tried to conduct eye tracking experiments using various smart devices to be the ground of the recommendation system considering the attribute of smart devices, but also derived classification preference by analyzing eye tracking data of collected bio data and SNS data. In addition, this study intended to combine and analyze preference of the common classification of the two types of data, derive final preference by each smart device, and based on user life pattern extracted from final preference and collected bio data (amount of activity, sleep), draw the similarity between users using Pearson correlation coefficient. Through derivation of preference considering the attribute of smart devices, it could be found that users would be influenced by smart devices. With user modeling using user behavior pattern, eye tracking, and user preference, this study tried to contribute to the research on the recommendation system that should precisely reflect user tendency.

클라우드 환경에서 빅데이터 분석을 통한 새로운 사용자 인증방법에 관한 연구 (New Authentication Methods based on User's Behavior Big Data Analysis on Cloud)

  • 홍성혁
    • 중소기업융합학회논문지
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    • 제6권4호
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    • pp.31-36
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    • 2016
  • 사용자 인증은 네트워크 보안하는 첫 번째 단계이다. 인증의 유형은 많이 있으며, 하나 이상의 인증 방식은 네트워크 내의 사용자의 인증을 보다 안전하게 한다. 하지만 생체 인증 제외하고, 대부분의 인증 방법은 복사 할 수 있다. 또한 다른 사람이 타인의 인증을 악용 할 수 있다. 따라서, 하나 이상의 인증 방식은 안전한 인증을 위해 사용되어야한다. 보안을 너무 강조하게 되면 비효율적이기 때문에, 효율적이면서 안전한 시스템을 구축하기 위한 연구가 많이 진행되고 있다. 본 논문은 사용자의 행동에 기초하여 인증 방안을 제시한다. 본 논문에서 제시한 방법은 안전하고 효율적인 통신을 제공하여 클라우드 기반의 모든 시스템에서 사용자 인증에 적용될 수 있으며, 빅데이터 분석을 통한 보다 정확한 사용자 인증을 통해 안전한 통신에 기여할 것으로 기대한다.

대학생들의 캠퍼스 벚꽃터널 산책로 이용 만족도와 이미지 선호도 평가 (Evaluation of User Satisfaction and Image Preference of University Students for Cherry Blossom Campus Trail)

  • 이인규;엄붕훈
    • 한국환경과학회지
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    • 제28권12호
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    • pp.1101-1110
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    • 2019
  • This study investigated Post-Occupancy Evaluation (POE) of cherry blossom trails 'Cherry Road' in Daegu Catholic Univ. campus, at Gyeonsan-city, Korea. The evaluation focused on image preference and satisfaction of users i.e., students, using questionnaire surveys. A total 201 questionnaire samples were analyzed and most of the respondents were in the age group of 20. Frequency analysis was conducted on demographics, use behavior, reliability, and means. Factor analysis and multiple regression analysis were conducted for user satisfaction and image preference. Over 80% of visitors came with companions during daytime. The most common motives for use were strolling and walking, event and meeting, passing. For user satisfaction the mean scores were highest for landscape beauty (4.22), image improvement (4.14), campus image (4.08). Night lighting facility received the lowest score (3.32). Factor analysis concerning user satisfaction was categorized into environment-human behavior and physical factors. Multiple regression analysis showed that the overall satisfaction of user was significantly influenced by five independent variables: 'harmonious' (β=.214), 'night lighting facility' (β=.173), 'landscape beauty' (β=.208), 'lawn care' (β=.154), and 'walking trails' (β=.123). The mean scores of image variables were highest for 'beautiful' (5.81), 'bright' (5.67), and 'open' (5.64). The lowest scores was for 'quiet' (4.47). Exploratory factor analysis led to three factors being categorized: aesthetics, comforts, and simplicity. Result of multiple regression analysis indicated that the preference of space image was significantly influenced by five variables: 'bright' (β=.397), 'refreshing' (β=.211), 'cool' (β=.219), 'clean' (β=.182), and 'natural' (β=.-142). Hence, Cherry Road has a high level of user satisfaction and image evaluation, which is interpreted as having various cultural events and value for students on campus. To improve the satisfaction of Cherry Road in the future, it is necessary to secure night lighting, to manage trash cans, and to secure rest space.

사용자제작콘텐츠(UCC) 이용자의 수용 후 행동 모델 분석 (Analysis on the Post Acceptance Behavior Model in User Created Contents(UCC))

  • 정철호;정영수
    • Journal of Information Technology Applications and Management
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    • 제17권2호
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    • pp.175-185
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    • 2010
  • The primary objective of this paper is to examine post acceptance behavior model in UCC services. Based on the relevant literature reviews, this study posits six characteristics, that is, expectation confirmation, perceived usefulness, perceived enjoyment, satisfaction, and continuance intention as key variables to describe the post acceptance behavior model in UCC services. Then we constructed a research model and hypotheses about relationship between these variables. A total 286 usable survey responses of UCC service users have been employed in the analysis. The empirical results of this study are summarized as follows. Firstly, expectation confirmation has a positive effect on the perceived usefulness, perceived enjoyment, and satisfaction. Secondly, perceived enjoyment has a positive effect on the satisfaction. Lastly, perceived usefulness, perceived enjoyment, and satisfaction have a positive effect on the continuance intention. These results will be helpful for the UCC services sector to further develop service delivery strategies for strengthening the ongoing relationship with customers. Finally, some possible limits of the present research and future directions for such research were discussed.

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사용자 인터페이스 디자인을 위한 사용성평가 비디오정보 분석방법 개발에 관한 연구 (Development of a video-protocol analysis system for the user interface design.)

  • 김병욱
    • 디자인학연구
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    • 제11권1호
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    • pp.109-118
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    • 1998
  • 최근의 전자와 반도체기술의 발달에 따른 지능형 제품의 등장은 인터페이스 디자인의 중요성을 더욱더 증대시키게 되었다. 이러한 상황에서 사용자의 실제 제품 사용을 비디오로 기록하고 이를 분석하는 방법에 대한 연구가 많이 이루어지고 있다. 사용자에 대한 실제 제품 사용상에서의 분석과 이러한 다양한 측면간의 상호관계에 대한 분석이 가능한 방법에 대한 연구가 이루어져야 할 것이다. 이에 본 연구는 사용 성 평가에서의 비디오 정보 분석 방법개발의 일환으로 컴퓨터를 활용한 비디오 정보 분석방법을 제안한다. 본 연구는 우선 사용자 인터페이스의 다양한 측면을 살펴봄으로써 사용자 인터페이스의 본질을 이해하고, 이를 바탕으로 제품의 실제적 사용에서 나타나는 사용자들의 제품 사용행위의 특성을 분석할 수 있는 방법의 구조를 설정한다. 이어서 이 구조를 근거로 하여 사용 성 실험의 비디오 정보를 분석할 수 있는 컴퓨터 분석도구를 개발하였다. 이는 사용 성 평가 직전에 이루어진 설문을 통한 사용자 정보를 조사하는 모듈, 사용자의 실제 제품 사용 비디오 정보를 통한 정보추출 모듈, 이를 토대로 한 사용자 특성파악 모듈, 마지막으로 제품의 인터페이스 개선 안을 제안하는 모듈 등으로 나뉘어 구성되었다. 끝으로 본 연구의 한계를 지적하고 이의 향후 연구방향을 제시하였다.

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국내 공공도서관의 이용자 행위조사.분석에 따른 공간구성에 관한 연구 (A Study on the Spatial Configuration by Investigation and Analysis of user's behavior of Public Libraries in Korea)

  • 이수경;김용승
    • 한국실내디자인학회논문집
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    • 제17권6호
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    • pp.188-196
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    • 2008
  • The study aims to find out the changing aspects of contemporary Korean libraries so called public in terms of their spatial configuration. In so doing, it analysed 14 recently built libraries by investigation of user's behavior. Interview and observation were conducted as a method of investigation. The method of analysis was based on statistics by mapping spatial data. As the result, it could be said that most users have a clear goal in Korea. In some libraries, the distinct characteristics of behavior show that users visit other functional rooms including functional rooms for the purpose. It could be said that the configuration of space in recently public libraries become more public as a place. In view of domestic affairs, in terms of users need, the reading room for personal study have features of the most private room and a static activity. so that the reading room separate from the other functional rooms in floor, but it adjoin other functional rooms in the horizontal configuration. so its location make offset a role of functional rooms can be interactive with each other, except reading room.