• Title/Summary/Keyword: activity-based model

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Development and Validation of Teaching-Learning Model for Cyber Education of Giftedness (사이버영재교육을 위한 교수-학습 모형의 개발 및 검증)

  • Lee, Jae-Ho;Hong, Chang-Euy
    • Journal of Gifted/Talented Education
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    • v.19 no.1
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    • pp.119-140
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    • 2009
  • This paper examined its possibility and made its new definition by finding relevant bases in order to make a close inquiry into its Identity and direction at this point when cyber-based gifted education academy is established and operated again by its necessity And 4 models which can be used in special education for the gifted were developed making a link with special education for the gifted by collecting and re-classifying cyber educational methods developed by basic research as priority of the educational method which is considered to be the most urgent issue in practical cyber learning. It is a project-type cooperation education model, an information collection-type research education model, a community-type discussion education model, and a problem focus-type e-PBL education model. To apply developed leaching-learning models to reality, students at gifted education academy in Gyeonggi Cyber Gifted Province were imputed models in different ways respectively for 4 months. As a result of analysis and statistical data of activity level and satisfaction level of students who participated in learning activity, it appeared that high level of satisfaction and active activity level were induced compared to the previous method based on tasks. It is expected that this paper will provide the bases when each cyber-based gifted education academy plans operation plan later on, and it will provide proper methods when cyber guidance teachers plan class activities.

A Model On Voluntary Activity in Library Services for Disabled People in Public Libraries (공공도서관 장애인서비스 자원봉사활동 모형 연구)

  • Kim, Hye-Ju;Ahn, In-Ja;Park, Mi-Young;Lee, Myeong-Hee
    • Journal of the Korean Society for Library and Information Science
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    • v.44 no.1
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    • pp.217-241
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    • 2010
  • Recently, as voluntary activity has become more widespread, there have been some voluntary activity movements in the provision of library services for people with disabilities. This study aimed to develop a model on voluntary activity in library services for disabled people in public libraries. Survey data collected through three data collection methods showed that volunteer activities in public library services for the disabled were very poor, and recommended the training of library staff and volunteers serving disabled people, the management of educational programs for librarians about the disabled and the dissemination of standardized manuals. From the results of the survey, a voluntary activity model, based on three factors, the aims of library services, the types of the disabilities, and volunteer services including specific sub areas of services, was developed. Finally, this voluntary activity model will contribute to the theory development of library services for the disabled

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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A Distributed Activity Recognition Algorithm based on the Hidden Markov Model for u-Lifecare Applications (u-라이프케어를 위한 HMM 기반의 분산 행위 인지 알고리즘)

  • Kim, Hong-Sop;Yim, Geo-Su
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.5
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    • pp.157-165
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    • 2009
  • In this paper, we propose a distributed model that recognize ADLs of human can be occurred in daily living places. We collect and analyze user's environmental, location or activity information by simple sensor attached home devices or utensils. Based on these information, we provide a lifecare services by inferring the user's life pattern and health condition. But in order to provide a lifecare services well-refined activity recognition data are required and without enough inferred information it is very hard to build an ADL activity recognition model for high-level situation awareness. The sequence that generated by sensors are very helpful to infer the activities so we utilize the sequence to analyze an activity pattern and propose a distributed linear time inference algorithm. This algorithm is appropriate to recognize activities in small area like home, office or hospital. For performance evaluation, we test with an open data from MIT Media Lab and the recognition result shows over 75% accuracy.

Estimating Travel Demand by Using a Spatial-Temporal Activity Presence-Based Approach (시.공간 활동인구 추정에 의한 통행수요 예측)

  • Eom, Jin-Ki
    • Journal of Korean Society of Transportation
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    • v.26 no.5
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    • pp.163-174
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    • 2008
  • The conventional four-step travel demand model is still widely used as the state-of-practice in most transportation planning agencies even though it does not provide reliable estimates of travel demand. In order to improve the accuracy of travel demand estimation, implementing an alternative approach would be critical as much as acquiring reliable socioeconomic and travel data. Recently, the role of travel demand model is diverse to satisfy the needs of microscopic analysis regarding various policies of travel demand management and traffic operations. In this context, the activity-based approach for travel demand estimation is introduced and a case study of developing a spatial-temporal activity presence-based approach that estimates travel demand through forecasting number of people present at certain place and time is accomplished. Results show that the spatial-temporal activity presence-based approach provides reliable estimates of both number of people present and trips actually people made. It is expected that the proposed approach will provide better estimates and be used in not only long-term transport plans but short-term transport impact studies with respect to various transport policies. Finally, in order to introduce the spatial-temporal activity presence-based approach, the data such as activity-based travel diary and land use based on geographic information system are essential.

Kinect Sensor- based LMA Motion Recognition Model Development

  • Hong, Sung Hee
    • International Journal of Advanced Culture Technology
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    • v.9 no.3
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    • pp.367-372
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    • 2021
  • The purpose of this study is to suggest that the movement expression activity of intellectually disabled people is effective in the learning process of LMA motion recognition based on Kinect sensor. We performed an ICT motion recognition games for intellectually disabled based on movement learning of LMA. The characteristics of the movement through Laban's LMA include the change of time in which movement occurs through the human body that recognizes space and the tension or relaxation of emotion expression. The design and implementation of the motion recognition model will be described, and the possibility of using the proposed motion recognition model is verified through a simple experiment. As a result of the experiment, 24 movement expression activities conducted through 10 learning sessions of 5 participants showed a concordance rate of 53.4% or more of the total average. Learning motion games that appear in response to changes in motion had a good effect on positive learning emotions. As a result of study, learning motion games that appear in response to changes in motion had a good effect on positive learning emotions

A Study of the Union Reading Contents Management Based Knowledge Creating Processes (지식창조프로세스 기반 통합형 독서콘텐츠 관리)

  • 장우권
    • Journal of Korean Library and Information Science Society
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    • v.34 no.4
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    • pp.179-202
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    • 2003
  • Reading is a typical representative knowledge and information activities. It is a put of the presents man and by itself Read-learning is the cognitive and social activities of the creating platonic world. However, in the education training of students become a visible problems of read-learning too many. To solve the problems have to pull off a systematical plan in read activities. This aims to purpose the model of the union reading contents management as the method for the read activity based on the problems analysis of read-learning activity. It is reading contents management as the model knowledge cresting processes.

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A Study on MVA using Value Driver Analysis in Manufacturing Activity (공장활동 가치창출분석을 이용한 MVA에 관한 연구)

  • Han Jin-Youl;Hwang Seung-Gook;Kang Sung-Soo
    • Proceedings of the Society of Korea Industrial and System Engineering Conference
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    • 2002.05a
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    • pp.19-24
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    • 2002
  • The result of management profits create to manufacturing activity. The gross sale profits must be maximum thraw spend of economic value. The profit maximum have to management based key value driver of manufacturing activity. The important factors of the study model are manufacturing value driver(MVD) and manufacturing value added(MVA). We show necessity of management based value by means of a case study.

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Active Contours Level Set Based Still Human Body Segmentation from Depth Images For Video-based Activity Recognition

  • Siddiqi, Muhammad Hameed;Khan, Adil Mehmood;Lee, Seok-Won
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.11
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    • pp.2839-2852
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    • 2013
  • Context-awareness is an essential part of ubiquitous computing, and over the past decade video based activity recognition (VAR) has emerged as an important component to identify user's context for automatic service delivery in context-aware applications. The accuracy of VAR significantly depends on the performance of the employed human body segmentation algorithm. Previous human body segmentation algorithms often engage modeling of the human body that normally requires bulky amount of training data and cannot competently handle changes over time. Recently, active contours have emerged as a successful segmentation technique in still images. In this paper, an active contour model with the integration of Chan Vese (CV) energy and Bhattacharya distance functions are adapted for automatic human body segmentation using depth cameras for VAR. The proposed technique not only outperforms existing segmentation methods in normal scenarios but it is also more robust to noise. Moreover, it is unsupervised, i.e., no prior human body model is needed. The performance of the proposed segmentation technique is compared against conventional CV Active Contour (AC) model using a depth-camera and obtained much better performance over it.

Cost Driver Selection and Aggregation for Activity-Based Costing (활동기준원가시스템의 원가동인 선택 및 병합)

  • Lee, Han;Lee, Kyung-Keun
    • Korean Management Science Review
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    • v.17 no.2
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    • pp.115-124
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    • 2000
  • Activity-Based Costing(ABC) is an accounting cost system which allocates the overhead cost to each cost object more accurately. ABC system achieves improved accuracy in estimating the cost of cost object by using multiple cost drivers to trace the cost of activities to the cost objects associated with the resources consumed by those activities. The selection and the aggregation of these cost driver candidates can pose difficult problems. This paper deals with these problems in mathematical programming approach. The first model is formulated as an integer programming model in cost driver selection and the second model is formulated as multi-objective goal programming model in reduction of cost drivers already selected.

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