• Title/Summary/Keyword: Analysis of User Behaviors

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Analysis of Usage Behaviors for the Electronic Resources of Undergraduates in a Smart Mobile Environment: Focused on the Usage Statistics of the A-Academic Library (스마트 모바일 환경에서 대학생의 전자자료 이용행태 분석 - A대학도서관 이용통계를 중심으로 -)

  • Kim, Sung-Jin
    • Journal of the Korean Society for Library and Information Science
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    • v.54 no.4
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    • pp.53-82
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    • 2020
  • With the increase in smartphone ownership and Internet usage using smartphones, the information environment is shifting from the existing PC to the smart mobile. The current undergraduate students are called Generation Z who prefer smartphones to PCs and video contents to texts. This study attempted to understand their usage behaviors of electronic resources in an academic library in a smart mobile environment. This study conducted a usage statistics analysis with 61,433 usage records of e-books, audiobooks, and e-learning contents and 1,595 records of users in the A academic library during 3 years from 2016 to 2018. The scope of the data includes the date of use, the subject, the year of publication, the channel of use, and each user's gender, affiliation, status, admission date, and graduation date. This study investigated not only the general characteristics of electronic resource use, but also the usage behaviors according to the user's demographic characteristics. Based on the findings, this study suggested practical service plans that are applicable in the near future and reflect changing circumstances.

The User Satisfaction Analyses for the Multimedia Room of Academic Libraries in the Northeast Seoul (대학도서관 멀티미디어실에 대한 이용자 만족도 분석 - 서울동북부사립대학교도서관을 중심으로 -)

  • Park, Se Mi;Kim, Yang-Woo
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.26 no.1
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    • pp.5-33
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    • 2015
  • While a number of studies have been conducted on the multimedia rooms in academic libraries, they have limitations both in the research scope and in the data analysis methods. The principal limitations are: (1) Lack of investigation on the variation in user satisfaction by users' major areas and utilization behaviors; (2) Insufficiency of examining the variation in user satisfaction with diverse library areas; (3) Lack of consideration of service providers' opinions. Accordingly, this study aimed to examine the follows: (1) investigating how users' major fields and utilization behaviors affect user satisfaction; (2) determining the relationships between the area satisfaction factors and satisfaction in general; and (3) discovering what to improve, as indicated by users and service providers. On the basis of the results, the suggestions relate to the improvements of the followings: (1) the existing system; (2) equipments and facilities; (3) resources; (4) user education; and (5) administrative and legal support.

User Behaviors Involved Infographic and the Analysis of Their Specific Types Appearing in the Middle School English Textbook : Focusing on the Types According to the Teaching-learning Standards (영어교과서에 활용된 사용자 행위 반영형 인포그래픽 유형 분석: 교수·학습기준에 따른 유형을 중심으로)

  • Jeon, Eun-Kyung;Han, Ji-Ae;You, Sicheon
    • The Journal of the Korea Contents Association
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    • v.15 no.5
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    • pp.651-660
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    • 2015
  • This study was conducted to consider application methods of infographic that corresponds to the educational goals of English subject, which is applied with different teaching and learning standards than other subjects. The aim of this study is to analyze the types and the characteristics of 'infographic completed by know-how learning', in other words, 'User behaviors involved infographic', which is frequently used in English textbook. Based on an analysis according to the teaching and learning standards, infographic used in English textbook were suggested in three types, which are 'General Concept', 'Significance' and 'Signification' centered infographic. In addition, according to the level of diagram composition, the main visualization attributes were derived as 'Overview', 'Structure', 'Relationships', 'Sequence', 'Transition between states' and 'Messages'. The major findings of this study are as follows: First, it is necessary to conduct a study on diverse display methods for 'Signification-centered infographic' that need to be displayed on the basis of two or more visual attributes. Second, as the purpose of application for applying infographic in English textbook collides with that in information design fields, it is found that verification is required on the educational effects in relation to this aspect.

User Behavior Analysis for Online Game Bot Detection (온라인 게임 봇 탐지를 위한 사용자 행위 분석)

  • Kang, Ah-Reum;Woo, Ji-young;Park, Ju-yong;Kim, Huy-Kang
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.22 no.2
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    • pp.225-238
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    • 2012
  • Among the various security threats in online games, the use of game bots is the most serious problem. In this paper, we propose a framework for user behavior analysis for bot detection in online games. Specifically, we focus on party play that reflects the social activities of gamers: In a Massively Multi-user Online Role Playing Game (MMORPG), party play log includes a distinguished information that can classify game users under normal-user and abnormal-user. That is because the bot users' main activities target on the acquisition of cyber assets. Through a statistical analysis of user behaviors in game activity logs, we establish the threshold levels of the activities that allow us to identify game bots. Also, we build a knowledge base of detection rules based on this statistical analysis. We apply these rule reasoner to the sixth most popular online game in the world. As a result, we can detect game bot users with a high accuracy rate of 95.92%.

The Analysis Framework for User Behavior Model using Massive Transaction Log Data (대규모 로그를 사용한 유저 행동모델 분석 방법론)

  • Lee, Jongseo;Kim, Songkuk
    • The Journal of Bigdata
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    • v.1 no.2
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    • pp.1-8
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    • 2016
  • User activity log includes lots of hidden information, however it is not structured and too massive to process data, so there are lots of parts uncovered yet. Especially, it includes time series data. We can reveal lots of parts using it. But we cannot use log data directly to analyze users' behaviors. In order to analyze user activity model, it needs transformation process through extra framework. Due to these things, we need to figure out user activity model analysis framework first and access to data. In this paper, we suggest a novel framework model in order to analyze user activity model effectively. This model includes MapReduce process for analyzing massive data quickly in the distributed environment and data architecture design for analyzing user activity model. Also we explained data model in detail based on real online service log design. Through this process, we describe which analysis model is fit for specific data model. It raises understanding of processing massive log and designing analysis model.

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Organizational Citizenship Behavior in the ERP System Context: The Relationships between Work Efficiency, Information Quality, Intention of IT Innovation, and Organizational Citizenship Behaviors (ERP시스템 영역에서의 조직시민행동: 업무효율성, 정보의 질 및 IT혁신의도와의 관계)

  • Yoon, Cheol-Ho
    • Asia pacific journal of information systems
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    • v.16 no.3
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    • pp.29-47
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    • 2006
  • Many companies have been implementing Enterprise resource planning (ERP) systems for their organizational transformation in order to survive and achieve strategic advantages in an increasing competitive business environment. Thus, it is meaningful to identify factors that affect ERP system operation positively. Organizational citizenship behaviors (OCB) are discretionary, extra-role behaviors of employees which go beyond the prescribed formal roles, and are known as to be the contribution factors for organization performance. The purpose of this study is to develop the measurements for the OCB constructs in ERP system context and empirically test the relationships between the OCB construct and ERP system success. The four constructs - altruism, conscientiousness and courtesy, civic virtue, and sportsmanship - and fifteen measurements on the OCB were developed based on previous studies (i.e. Organ 1988) and empirically verified by confirmatory factor analysis. The results of testing the relationships between the OCB and ERP system success show that the OCB have a significant direct impact on the information quality and intention of IT innovation while they have an indirect impact on work efficiency mediated by information quality. This study enhances the OCB model into information system arena and helps better understand the user behaviors of information systems.

User Benefit Characteristics of Customized Housing Design Guideline for Childcare Families (사용자혜택 이론에 따른 신혼·육아가구 맞춤형 주택계획가이드 라인의 특성 연구)

  • Lee, Yeunsook;Ahn, Somi;Park, Jaehyun
    • Korean Institute of Interior Design Journal
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    • v.25 no.5
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    • pp.63-70
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    • 2016
  • Modern society is suffering from the phenomena of low-fertile, ultra-aging, and low-growth. On this social flow, most social classes undergo vulnerable situation and their overall housing and living condition have difficulties. So far many housing guidelines for diverse population were developed, recently, inclusive 'Customized Housing Design Guideline for Childcare Families' in terms of maintaining family and society has been completed. The purpose of this study is to analyze User Benefit Characteristics of 'Customized Housing Design Guideline for Childcare Families'. The research subjects are essential 140 guidelines appropriate to children's development and parents' care. The research method is contents analysis and the analysis criterion are 4 concepts of the User Benefit Criteria- 'Behavioral Facilitation (BF)', 'Physiological Maintenance (PhM)', 'Perceptual Maintenance (PM)', 'Social Facilitation (SF)'. 3 people inter-raters reliability was established. Altogether, the guidelines were rated in the order of PhM>PM>BF>SF, and these characteristics are similar as common universal design guidelines. This showed the supportability of spatial characteristics in the guidelines related to user's special behaviors. Also, the results show the importance of outdoor space planning for safe social interactions. The supportable characteristics of 'Customized Housing Design Guideline for Childcare Families' could be expected to efficiently apply for new housing development in the future.

A Study of User's Characteristics of Searching Behavior on the World-Wide Web (인터넷 이용자의 검색 행동 성향에 관한 연구)

  • Oh Kyung-Mook;Hwang Sang-Kyu;Rhi Yong-Hyun
    • Journal of the Korean Society for Library and Information Science
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    • v.33 no.3
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    • pp.87-108
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    • 1999
  • Information retrieval on World Wide Web is very different from the one in traditional environment. Since Internet user's searching behavior shows it's own special search characteristics, a study of user's specific characteristics is necessary to offer better services. Through analysis and examination of Internet user behaviors, we suggest guidelines of design for developing Internet -based information retrieval systems.

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Survey on the User's Recognition about Spatial Characteristics and User Behaviors in the Children's Library (어린이도서관의 공간특성과 이용행태에 관한 이용자 인식조사)

  • Kang, Mi-Hee;Hong, Hyun-Jin
    • Journal of the Korean Society for information Management
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    • v.29 no.1
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    • pp.253-277
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    • 2012
  • The purpose of this study is to clarify the spatial characteristics of the children's library and user's behavioral characteristics and to empirically analyze the difference in preference of the spatial characteristics based on the using behaviors. For doing this, this study selected 16 children's libraries in the country as a sampling institute and collected and analyzed 661 questionnaires targeting infants, and the lower and upper graders. The results of analysis are as follows. First, while there was a difference in the relation between the spatial characteristics and the user's characteristics according to ages and sexes, there was no difference in the developing stage. Second, there was a difference in the relation between the spatial characteristics and the using behaviors. Detailed results are as follows. While users who visit the library for reading prefer amenity and peacefulness, those who visit the library for other reasons prefer communication and territoriality. Children prefer diversity, peacefulness and communication when they visit in group rather than to visit individually. In terms of behavioral patterns, users who act quietly prefer diversity than those who act actively. Reading use frequency, as the number of times to visit increased, preference on esthetic sense, dynamics, flexibility, leisure, communication and territoriality increased, but preference on safety decreased. As the length of visit became longer, preference on diversity, self-esteem, peacefulness, dynamics and flexibility increased.

An analysis scheme for protocols specified in SDL using reachability graph (도달성 그래프를 이용한 SDL 표현 프로토콜 분석 기법)

  • 김환철
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.12
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    • pp.3109-3120
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    • 1996
  • SDL has been standardized to specify behavioral aspects of communication systems based on the formal description technique, and it is powerful and user friendly in the sense of supporting human communication and understanding, formal analysis andcomparison of behaviors, alternative implementations and design optimization, and its structural decomposition. However, SDL is not sufficient for an efficient handing of entrire system descriptions because the communication systems are generally very complex, and composed from the various interactions among sub-systems. Also, it is very difficult to explicitly verify dynamic views such as liveness and reachability. it leads the demands on analysis scheme to verify dynamic behaviros of specified systems. This paper presents modeling concepts of Petri Nets from SDL and transformation rules to Numerical Petri Nets to provide efficient technqiques for verification of dynamic behaviors, and proposes the reachability garaph that is able to trace all reachable states of a modeled system and reduce an information loss on the reachability tree.

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