• Title/Summary/Keyword: Context Modeling

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Business Modeling Focused on the Viewpoint of Goal and Customer (목표 및 고객 관점에서의 비즈니스 모델링)

  • Byun, Dae-Ho;Iijima, Jun-Ichi
    • IE interfaces
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    • v.18 no.2
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    • pp.193-204
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    • 2005
  • The modeling of business processes is key component of any improvement or re-engineering endeavor. Present trends of business modeling methodologies are to include the social context of an organization. Although various methodologies have been developed specially for the business process field and have a social context, it is not in terms of goals and customers, but processes, activities, and tasks. We describe our stance on business process modeling, based on the viewpoint of goal and customer. First, we formalize a goal-oriented business process model and its evaluation mechanism. Second, we propose a methodology of business process modeling, which starts from perceiving and describing interactions between organization and customer from the customer's viewpoint.

Visual Search Model based on Saliency and Scene-Context in Real-World Images (실제 이미지에서 현저성과 맥락 정보의 영향을 고려한 시각 탐색 모델)

  • Choi, Yoonhyung;Oh, Hyungseok;Myung, Rohae
    • Journal of Korean Institute of Industrial Engineers
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    • v.41 no.4
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    • pp.389-395
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    • 2015
  • According to much research on cognitive science, the impact of the scene-context on human visual search in real-world images could be as important as the saliency. Therefore, this study proposed a method of Adaptive Control of Thought-Rational (ACT-R) modeling of visual search in real-world images, based on saliency and scene-context. The modeling method was developed by using the utility system of ACT-R to describe influences of saliency and scene-context in real-world images. Then, the validation of the model was performed, by comparing the data of the model and eye-tracking data from experiments in simple task in which subjects search some targets in indoor bedroom images. Results show that model data was quite well fit with eye-tracking data. In conclusion, the method of modeling human visual search proposed in this study should be used, in order to provide an accurate model of human performance in visual search tasks in real-world images.

(Context-based Annotation for Pen Input Device Environment) (펜 입력 장치 환경을 고려한 컨텍스트 기반 Annotation)

  • 김재경;손원성;임순범;최윤철
    • Journal of KIISE:Software and Applications
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    • v.30 no.5_6
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    • pp.559-569
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    • 2003
  • Annotation is used for inscribing personal opinion, explanation, and summary. Various methods for processing annotation efficiently in digital document environments are being studied. However, previous studies placed much emphasis on function of annotation, so either they did not support Intuitive paper-based input interface or the systems that support it still have low reusability problems, because relation between annotation and original document are not explicit. Thus, in our study, we define context-based annotation modeling for digital document environments, and suggest annotation interface based on the modeling. To design annotation model, we define annotation types, context information of document, and relationship between annotation and original document. Also, a system based on the modeling is implemented to support pen-based annotation and annotation DTD. As a result, unlike previous studies, it is possible to explicitly define context-based annotation in pen-based input environments. We present various functions using the modeling and various possibilities of application.

A Case Study of Applying Software Engineering Development Methodology to a Context-aware System (컨텍스트 인지 시스템 개발에 소프트웨어 공학 방법론 적용 사례)

  • Choi, Jong-Myung
    • Journal of KIISE:Computing Practices and Letters
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    • v.15 no.3
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    • pp.167-177
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    • 2009
  • This paper is about our experience of developing a context-aware exhibit guide system called MyGuide by applying Simtext development methodology. In particular, we introduce some issues to be considered in development process, the way that we solved them, and other things related to context. In requirements elicitation phase, we reduced the complexity of requirements by separating business logic requirements and context-awareness related requirements. After that, we modeled context, and designed software architecture, classes, and database in sequence during design phase. We considered system requirements and context modeling issues for context modeling because it influences class and database design.

User Modeling based Time-Series Analysis for Context Prediction in Ubiquitous Computing Environment (유비쿼터스 컴퓨팅 환경에서 컨텍스트 예측을 위한 시계열 분석 기반 사용자 모델링)

  • Choi, Young-Hwan;Lee, Sang-Yong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.5
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    • pp.655-660
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    • 2009
  • The context prediction algorithms are not suitable to provide real-time personalized service for users in context-awareness environment. The algorithms have problems like time delay in training data processing and the difficulties of implementation in real-time environment. In this paper, we propose a prediction algorithm with user modeling to shorten of processing time and to improve the prediction accuracy in the context prediction algorithm. The algorithm uses moving path of user contexts for context prediction and generates user model by time-series analysis of user's moving path. And that predicts the user context with the user model by sequence matching method. We compared our algorithms with the prediction algorithms by processing time and prediction accuracy. As the result, the prediction accuracy of our algorithm is similar to the prediction algorithms, and processing time is reduced by 40% in real time service environment.

Context aware Modeling and Services Implementation With Event Driven in Ubiquitous Computing Environment (유비쿼터스 컴퓨팅 환경에서 Event Driven 상황정보 모델링 및 서비스 구현)

  • Kim, Hyoung-Sun;Kim, Hyun;Moon, Ae-Kyung;Cho, Jun-Myun;Hong, Chung-Sung
    • Journal of Internet Computing and Services
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    • v.7 no.5
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    • pp.13-24
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    • 2006
  • Context aware computing is an emerging paradigm to achieve ubiquitous computing environments by enabling computer systems to understand their situational contexts. A context aware system uses context to provide relevant information and services to the user depending on the user's task. In this paper, we propose an ontology based context aware modeling methodology that transmits low level contexts acquired by directly accessing various sensors in the physical environments to high level contexts. With these high level contexts, context aware application can provides proactive and intelligent services using ECA (Event Condition Action) rules. We implemented a presentation service in smart office environment.

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A Study of Ontology-based Context Modeling in the Area of u-Convention (온톨로지 기반 상황인지 모델링 연구: u-Convention을 중심으로)

  • Kim, Sung-Hyuk
    • Journal of the Korean Society for information Management
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    • v.28 no.3
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    • pp.123-139
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    • 2011
  • Context-awareness as a key technology of ubiquitous computing needs a context model that understands and processes situational information coming from diverse sensors and devices, and can be applied diversely in various domains. Semantic web based ontologies use structured standard format and express meaning of information, so it is possible to recognize effectively context-awareness situations, allowing the system to share information and understand situation by inference. In this paper, we propose a layered ontology model to support generality and scaleability of the context-awareness system, and applied the model to u-Convention domain. In addition, we propose a effective reasoning method to handle compound situation by combining OWL-DL and SWRL rules.

The CAbAT Modeling of Library User Context Information Applying Activity Theory (행위이론을 적용한 도서관 이용자 컨텍스트 정보의 CAbAT 모델링)

  • Lee, Jeong-Soo;Nam, Young-Joon
    • Journal of Korean Library and Information Science Society
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    • v.43 no.1
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    • pp.221-239
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    • 2012
  • The information that has been created according to the complex environment and usage pattern of library user can provide context-aware information service through knowledge structuralization on whether it is a suitable situation for user. Accordingly, the development of a context model for defining the various contexts of library user and for the structuralization of interrelated context information is an essential requirement. This study examined the context concept and context modeling, and utilizing the concept of Activity Theory by Engestrom, the activity model of library user was designed as 1) subject, 2) object, 3) tools, 4) divison of labor, 5) community, and 6) rules. In addition, for the purpose of analyzing the context of library user, activity information was tracked to utilize the Shadow Tracking for observing and recording their forms, and the methodology of CAbAT (Context Analysis based on Activity Theory) was utilized for the collected activity information to analyze the user context model.

Prediction of Transmembrane Protein Topology Using Position-specific Modeling of Context-dependent Structural Regions

  • Chi, Sang-Mun
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.3
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    • pp.683-693
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    • 2005
  • This paper presents a new transmembrane Protein topology prediction method which is an attempt to model the topological rules governing the topogenesis of transmembrane proteins. Context-dependent structural regions of the transmembrane protein are used as basic modeling units in order to effectively represent their topogenic roles during transmembrane protein assembly. These modeling units are modeled by means of a tied-state hidden Markov model, which can express the position-specific effect of amino acids during ransmembrane protein assembly. The performance of prediction improves with these modeling approaches. In particular, marked improvement of orientation prediction shows the validity of the proposed modeling. The proposed method is available at http://bioroutine.com/TRAPTOP.

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INCORPORATING CONTEXT LEVEL VARIABLES TO IMPROVE OPERATION ANALYSIS IN STEEL FABRICATION SHOPS

  • Amin Alvanchi;SangHyun Lee;Simaan M. AbouRizk
    • International conference on construction engineering and project management
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    • 2009.05a
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    • pp.1053-1059
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    • 2009
  • Construction system modeling can enhance work performance by following the behaviors of a system. System behaviors may originate from physical aspects of a system, namely operation level variables, or from non-physical aspects of a system known as context level variables. However, construction system modelers usually focus on only one type of system variable (i.e., operation level or context level) which can lead to less accurate results. Hybrid modeling with System Dynamics (SD) and Discrete Event Simulation (DES) is one of the approaches that has been utilized to address this issue. In this research, an SD-DES hybrid model of a steel fabrication shop is developed, and the benefits of capturing context level variables together with operation level variables in the model are discussed.

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