• Title/Summary/Keyword: Research Information Systems

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The Impact of Information Systems Integration on Organization

  • Juhn, Sung-Hyun
    • Asia pacific journal of information systems
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    • v.7 no.2
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    • pp.225-266
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    • 1997
  • A Causal Transition Model of the IT impact on organization is proposed. The model is based upon the premise that the IT impact is a multi-phase, multi-realm phenomenon, and that the IT impact in one organizational realm logically transpires to another realm, thus forming complex causal webs among them. Two exploratory research studies, the one qualitative and the other quantitative, were conductea to validate the model in a setting involving major structural reorganization of the organizations' IT function. The research results provide support for the general theory structure of the model. The findings include: ⅰ) the IT impact manifests on multiple organizational realms, with different degrees of strength, ⅱ) the impact on the realms follow a particular causal transition path among them, and ⅲ) the IT impact manifests on and through the information processing aspect of work. The results, however, indicate that people's perception of the IT impact is strongly mitigated by the IT relevance of work, and that the organization is affected as much by the structural arrangement surrounding and accompanying the IT as by the technology itself, suggesting that the IT impact is an organizational phenomenon as well as a technological phenomenon. The implications of the research results are discussed at the end.

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User modeling agent using natural language interface for information retrieval in WWW (자연언어 대화 Interface를 이용한 정보검색 (WWW)에 있어서 사용자 모델 에이젼트)

  • Kim, Do-Wan;Park, Jae-Deuk;Park, Dong-In
    • Annual Conference on Human and Language Technology
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    • 1996.10a
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    • pp.75-84
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    • 1996
  • 인간의 가장 자연스러운 통신 수단은 자연언어이다. 본 논문에서는 자연언어 대화체를 사용한 인터네트 상에서의 정보 검색에 있어서 사용자 모델링 에이젼트 (User modeling Agent or User modeling system)의 모델 형성 기술 및 그의 역할을 서술하고 있다. 사용자 모델은 인간의 심성 모델 (Mental model)에 해당하며, 심성 모델이 사용자가 시스템에 대한 지식과 자신의 문제상황 또는 주변환경에 대하여 가지는 모델임에 반하여, 사용자 모델은 시스템이 사용자의 지식 및 문제 상황을 표상(Representation)하여 형성한 사용자에 대한 모델이다. 따라서 사용자 모델은 시스템의 지능적인 Human Computer Interaction (HCI)의 지원을 위하여 필수적이다. 본 논문에서는 사용자 모델 형성 기술 및 지능형 대화 모델의 지원을 위한 시스템 실례로써 사용자 모델 형성 시스템 $BGP-MS^2$ 와 사용자 모델의 형성을 위하여 구축된 지식베이스 구조를 설명하고 있다.

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Fuzzy systems, neural networks and genetic algorithms

  • Lee, Hyung-Kwang;Lee, Jee-Hyong
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10b
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    • pp.327-332
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    • 1999
  • Fuzzy systems, neural networks and genetic algorithms have different origins and thus have differently developed their own unique characteristics. These characteristics can be used as a good complement to the others. Therefore, many researches have been devoted to not only these techniques but also fusion of them. This paper briefly summarizes these three techniques and surveys the researches on fusion of them.

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New Seed Detection by Shape Analysis for Construction of Vascular Structures

  • Shim, Hack-Joon;Lee, Hyun-Joon;Yun, Il-Dong;Lee, Sang-Uk
    • Journal of Biomedical Engineering Research
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    • v.31 no.6
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    • pp.427-433
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    • 2010
  • Although tracking methods are efficient and popular for vessel segmentation, they require a seed to initiate an instance of tracking. In this paper, a new method to detect new seeds for tracking of arterial segments from CT angiography (CTA) and to construct a vascular structure is proposed. The proposed algorithm is based on shape analysis of connected components in a volume of interest around a vessel segment which was already extracted by tracking. The eigenvalues of the covariance matrix are used as the shape features for detection. The experimental results on actual clinical data showed that the results totally revealed the arterial tree not hindered by bone or veins. In visual comparison to a method which combines registration and subtraction of both pre-contrast and post-contrast CT volumes, the proposed method produced comparable results to the reference method and were confirmed of its feasibility for clinical use of reducing the cost and burden of patients.

Does cost matter: How customer adopts the fee-based online content services?

  • Choi Jeon-Gil;Hong Soon-Goo;Kim In-Jai;Lee Sang-Guen
    • The Journal of Information Systems
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    • v.13 no.1
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    • pp.121-134
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    • 2004
  • As Internet usage widely grows, online content services such as newspaper, magazine, music, game and movie are provided with a fee-based subscription. Many content services providers consider charging a usage fee into its service provisions as one of the Internet business models for increasing revenue. There are customer resistances to adopting the fee-based service provision on the Web. Previous research in information systems (IS)has focused on the analysis of adoption of information technology or systems in the individual ororganization level. No principle research has been carried out on the user adoption behavior of online content services provisions. As users actively access content services on the Web, it needs to explore user adoption behavior in different settings. Many IS researcher have employedquantitative approaches, even though they deal with the process of user behavior regarding the information technology or system. In this study, we attempt to discover how customers adopt the fee-based provision of online content services by employing grounded theory, one of the principal qualitative research methods.

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A Study on the Effects of Organizational Intelligence Quotient and CIO's Management Roles on Strategic Application of Information Systems (OIQ와 CIO의 경영자 역할이 정보시스템의 전략적 활용에 미치는 영향 연구)

  • Kim, Han-Sung;Chae, Myoung-Sin
    • The Journal of Information Systems
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    • v.17 no.3
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    • pp.255-287
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    • 2008
  • This study examined the relationship among constructs that impact on strategic use of IS(Information Systems). Independent variables were OIQ(Organizational Intelligence Quotient) and role of CIO(Chief of Information Officer) as a top manager, and dependent variable are strategic use of IS. The dependent variable has three-sub constructs: 1) IT infrastructure flexibility; 2) operation-orientation; and 3) market-orientation. Seven research hypotheses derived from the research model, and were empirically tested using the PLS (Partial Least Squares) method. The research results confirmed that both OIQ and CIO's roles have strong impact on organizations' strategic use of IS. Communication and business network among the sub-constructs of OIQ have effect on strategic use of IS. CIO's role as a top manager was found to be significant. CIO's role as a resource allocator and innovator among the CIO's roles showed significant influence on strategic use of IS. OIQ was also significantly related to CIO's role as a top manager. This study suggests practical implications and insights to the enterprises which aim to apply IT strategically.

Optimization of Buffers Capacity in Tandem Queueing Systems with Batch Markovian Arrivals Process

  • Kim, Che-Soong;Lee, Seok-Jun
    • Journal of Korea Society of Industrial Information Systems
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    • v.12 no.2
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    • pp.16-23
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    • 2007
  • Tandem queueing systems well suit for modeling many telecommunication systems. Recently, very general $BMAP/G/1/N/1{\to}{\bullet}/PH/1/M-1$ type tandem queues were constructively studied. In this paper we illustrate application of the obtained results for optimization of a buffer pool design.

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A study on evaluation of functions of business process management systems using delphi method (델파이 방법을 이용한 비즈니스 프로세스 관리 시스템의 기능 평가에 관한 연구)

  • Yu, Sung-Yeol;Lee, Kang-Bae
    • Journal of Korea Society of Industrial Information Systems
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    • v.10 no.4
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    • pp.40-53
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    • 2005
  • Recently, many companies and organizations have interests in 'Business Process Management Systems (BPMS)'. In this research, we surveyed and analyzed the objects and the required functions of BPMS for companies to implement BPMS. The Delphi Method was employed for this research. As a result, the categorization of the objectives and required functions, and weights representing the importance of functions are established. Finally, discussions on the framework to evaluate and select the effective BPMS solutions for each company or organization are proved.

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An Adaptive Learning System based on Learner's Behavior Preferences (학습자 행위 선호도에 기반한 적응적 학습 시스템)

  • Kim, Yong-Se;Cha, Hyun-Jin;Park, Seon-Hee;Cho, Yun-Jung;Yoon, Tae-Bok;Jung, Young-Mo;Lee, Jee-Hyong
    • 한국HCI학회:학술대회논문집
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    • 2006.02a
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    • pp.519-525
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    • 2006
  • Advances in information and telecommunication technology increasingly reveal the potential of computer supported education. However, most computer supported learning systems until recently did not pay much attention to different characteristics of individual learners. Intelligent learning environments adaptive to learner's preferences and tasks are desired. Each learner has different preferences and needs, so it is very crucial to provide the different styles of learners with different learning environments that are more preferred and more efficient to them. This paper reports a study of the intelligent learning environment where the learner's preferences are diagnosed using learner models, and then user interfaces are customized in an adaptive manner to accommodate the preferences. In this research, the learning user interfaces were designed based on a learning-style model by Felder & Silverman, so that different learner preferences are revealed through user interactions with the system. Then, a learning style modeling is done from learner behavior patterns using Decision Tree and Neural Network approaches. In this way, an intelligent learning system adaptive to learning styles can be built. Further research efforts are being made to accommodate various other kinds of learner characteristics such as emotion and motivation as well as learning mastery in providing adaptive learning support.

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Data Mining with Constructing Database and Researching Trend Investigation Related with the Field of Nonlinear Problem

  • Niimi, Ayahiko
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.292-295
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    • 2003
  • In this paper, we propose an approach which contains with constructing a bibliography information database, extracting the fields of research, and researching trend of them, using data mining. To apply our approach to IEICE Technical Report (nonlinear problem society), the database was constructed based on its report, keywords were analyzed using the frequency analysis and the association analysis, and we discussed about the result. We could extract some field of research from the result.

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