• Title/Summary/Keyword: Information Source Selection

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Saliency Detection based on Global Color Distribution and Active Contour Analysis

  • Hu, Zhengping;Zhang, Zhenbin;Sun, Zhe;Zhao, Shuhuan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.12
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    • pp.5507-5528
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    • 2016
  • In computer vision, salient object is important to extract the useful information of foreground. With active contour analysis acting as the core in this paper, we propose a bottom-up saliency detection algorithm combining with the Bayesian model and the global color distribution. Under the supports of active contour model, a more accurate foreground can be obtained as a foundation for the Bayesian model and the global color distribution. Furthermore, we establish a contour-based selection mechanism to optimize the global-color distribution, which is an effective revising approach for the Bayesian model as well. To obtain an excellent object contour, we firstly intensify the object region in the source gray-scale image by a seed-based method. The final saliency map can be detected after weighting the color distribution to the Bayesian saliency map, after both of the two components are available. The contribution of this paper is that, comparing the Harris-based convex hull algorithm, the active contour can extract a more accurate and non-convex foreground. Moreover, the global color distribution can solve the saliency-scattered drawback of Bayesian model, by the mutual complementation. According to the detected results, the final saliency maps generated with considering the global color distribution and active contour are much-improved.

The Study of Selecting of Logistics Distribution Center Using GIS and GOSST (GIS와 GOSST를 이용한 물류센터의 입지선정에 관한 연구)

  • Oh, Sung-Rok;Kim, Youn-Jin;Cha, Ju-Il;Lee, Hong-Chul
    • Journal of Information Technology Applications and Management
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    • v.18 no.4
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    • pp.81-93
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    • 2011
  • By using GOSST theory, this paper models SSCFLP taking FLP, capacity of the facilities, single source capacitated limitation level and service enhancement issues into consideration. GOSST theory is strongly suggested as the solution procedure for these issues. We have used clustering of Center of Gravity method using the case study of the company S and then, took a heuristic GOSST measure in the alternative selection process. As a result, the research finds an alternative solution that both meets the satisfactory level of service and achieves consistent distribution capacity. When using this modeling, especially, to select the location of the logistics distribution center, the efficiency of current facilities is maximized while offering the minimum geometric distance for the alternative. Also, we can expect that the illustrated model and alternative solution can be applied to architecture of distribution system, to selection of telecommunication system locations for wireless network and to relocation of related facilities due to their sensitivities to location and weight.

Purchase Behaviors on Imported Fashion Luxury Brand's Bag according to the Types of Consumption Values of Female Consumers in 20's and 30's (20-30대 여성 소비자들의 소비가치 유형에 따른 해외 패션명품 브랜드 가방 구매행동)

  • Lee, Ga-Na;Shin, Su-Yun
    • Fashion & Textile Research Journal
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    • v.14 no.4
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    • pp.554-566
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    • 2012
  • The purpose of this study was to classify the consumption values of 20's and 30's female consumers, identify the differences among the consumption value groups, and analyze purchase behaviors of imported fashion luxury brands according to the consumption value types. The subjects were 518 women who purchased luxury bags. The results of the study were as follows. First, as a result of cluster analysis to classify the consumption values of 20's and 30's female consumers, 4 groups were identified as "rare and emotional pursuit group", "functional pursuit group", "fashion pursuit group", and "social and conspicuous pursuit group". Second, 4 groups showed different luxury bag purchase behaviors, such as purchase motivation, purchase selection criteria, information source, purchase frequency, purchase cost of one time, purchase cost of year, the number of possession, purchase place, and store selection criteria. Third, rare and emotional pursuit group ranked the first in terms of product, price, and store satisfaction. Therefore, consumption values were identified as the important factor suggesting purchase behaviors of female consumers in 20's and 30's.

A Study on the Selection of Test Scope and the Prioritization of Test Case Based on Modification Method for Regression Testing (변경 메서드 기반의 회귀 테스트 검증 범위 선택 및 검증 항목 우선순위 선정에 관한 연구)

  • Jung, Woo-Jin;Rah, Sang-Rin;Choi, Yong-Lak
    • Journal of Information Technology Services
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    • v.14 no.2
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    • pp.129-142
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    • 2015
  • The purpose of this study is to suggest an effective regression testing method in order to minimize the scope of test resulting from the modification of software and to prevent mismatch of test case and test objects. As a way to improve the efficiency of regression testing which uses a change-centric testing technique, the method flow is analyzed and grasped through a static analysis based on source code in order to identify modified parts. After the order of priority is set according to the results of user action log-based dynamic analysis on identified regression testing objects, test effect can be raised by adjusting the order of priority using code complexity. Quality assurance coverage can be checked using the user action log suggested in this study, and the progress of test and whether or not each function has been verified can be checked, too. In addition, by minimizing test parts and adjusting the order of test, costs and time can be saved, making it possible to conduct regression testing effectively.

Development of an AGV Controller in Semiconductor and LCD Production Systems (반도체 및 LCD 제조 공정의 AGV Controller 개발)

  • Suh, Jungdae;Jang, Jaejin;Koo, Pyung-Hoi
    • Journal of Korean Institute of Industrial Engineers
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    • v.29 no.1
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    • pp.1-13
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    • 2003
  • In this paper, LAC(Look-ahead AGV Controller) has been developed for efficient routing of parts in semiconductor and LCD production systems. Several procedures have been developed as sub-modules. LACP(Look-ahead AGV Control Procedure) which controls AGVs using the information on the current and future status of the systems is the main element of the LAC. To support LACP, DSP(Destination Selection Procedure) which determines a destination of a part and AGV call time, SSP(Source Selection Procedure)which selects a part coming next to a buffer when the buffer becomes available. and RTM(Response Time Model) which estimates empty travel time of AGVs and waiting time for an available AGV have been developed. A simulation experiment shows that LAC reduces part's flow time, AGV utilization, average and maximum inventory level of a central buffer, empty travel time of an AGV, and waiting time for an available AGV.

An Adaptive Relay Node Selection Scheme for Alert Message Propagation in Inter-vehicle Communication (차량간 통신에서 긴급 메시지 전파를 위한 적응적 릴레이 노드 선정기법)

  • Kim, Tae-Hwan;Kim, Hie-Cheol;Hong, Won-Kee
    • The KIPS Transactions:PartC
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    • v.14C no.7
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    • pp.571-582
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    • 2007
  • Vehicular ad-hoc networks is temporarily established through inter-vehicle communication without any additional infrastructure aids. It requires a immediate message propagation because it mainly deals with critical traffic information such as traffic accidents. The distance-based broadcast scheme is one of the representative broadcast schemes for vehicular ad-hoc network. In this scheme, a node to disseminate messages is selected based on a distance from a source node. However, a message propagation delay will be increased if the relay nodes are not placed at the border of transmission range of the source node. In particular, when the node density is low, the message propagation delay is getting longer. In this paper, we propose a time-window reservation based relay node selection scheme. A node receiving the alert message from the source node has its time-window and randomly selects its waiting time within the given time-window range. A proportional time period of the given time-window is reserved in order to reduce the message propagation delay. The experimental results show that the proposed scheme has shorter message propagation delay than the distance-based broadcast scheme irrespective of node density in VANET. In particular, when the node density is low, the proposed scheme shows about 26% shorter delay and about 46% better performance in terms of compound metric, which is a function of propagation latency and network traffic.

Context Source Selection for Federated Context Management in Ubiquitous Computing Environments (유비쿼터스 컴퓨팅 환경에서 연합 상황 정보 관리를 위한 상황 정보 제공자 선택 기법)

  • Han, Joo-Yeon;Cho, Ho-Yun;Park, In-Suk;Hyun, Soon-Joo
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.10c
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    • pp.78-83
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    • 2007
  • 최근 상황정보 관리의 범위가 단일 도메인에서 다중 도메인으로 확장되면서 사용자의 상황정보는 사용자가 위치하고 있는 도메인뿐만 아니라 여러 도메인에 연관되게 되고 그로 인해 제공될 수 있는 유비쿼터스 컴퓨팅 서비스가 점점 다양해졌다. 다중도메인 환경에서 같은 종류의 상황정보는 다수의 로컬 상황정보 관리자에 의해 제공될 수 있기 때문에, 해당 상황정보에 대한 적합한 로컬 상황정보 관리자가 글로벌 상황정보관리자에 의해 선택되어야 한다. 본 논문에서 우리는 하나의 글로벌 상황정보 관리자와 여러개의 로컬 상황정보 관리자로 구성된 연합 구조를 제안하고, 연합 상황정보 처리를 위해 상황정보 제공자 선택 문제에 대해 논하고 선택 방법을 제안한다. 또한 연합 상황정보 관리에서 어떻게 이 선택 방법이 상황추론의 결과를 향상시키는지 보여준다.

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The Distribution of Information Sources within the University Selection Decision-Making Process: A Longitudinal Study

  • LE, Tri D.;NGUYEN, Tan T.;NGUYEN, Phuong N.D.;NGUYEN, Thi Quynh Trang
    • Journal of Distribution Science
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    • v.20 no.11
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    • pp.89-98
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    • 2022
  • Purpose: Increasing competition in the higher education sector has prompted universities to enhance their marketing efforts and understand their potential customers. The study aims to explore how information sources are used and changed among prospective Vietnamese students during the decision-making process. Research Design, Data, and Methodology: This study undertakes a longitudinal study involving multiple rounds of data collection to better understand the decision-making process of prospective students. Data was collected from 12th -grade students in Vietnam through two rounds of quantitative surveys with 251 students and one round of qualitative interviews, spanning the duration of their senior year. The three stages of the decision-making process correspond to the three stages of pre-purchase period. Results: Most students decide that attending open days, taking career assessments, and looking up information online are the most important information sources to consider. The WOM sources are more important in the early stages, while university-generated sources and events are important in the later stages. Conclusion: Implications from this study may contribute to the design of more effective marketing communications campaigns as university marketers gain a better understanding of the distribution of information sources utilized for each specific stage of the decision-making process.

A Study on the Trends of Developing Children' Suggested Reading Lists in Korea (국내 어린이 권장도서목록 개발 경향에 관한 연구)

  • Ahn, In-Ja
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.20 no.4
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    • pp.31-49
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    • 2009
  • Suggested reading lists in South Korea have been developing in various aspects thanks to the general understanding of importance of reading education and an increases in the number of school libraries and children libraries. A majority of previous researches consider the suggested reading lists as selection tools. However, this paper selects 17 well-known suggested reading lists and indicates their values as important information source. In this process, the research analyses the recent trends in the 17 suggested reading lists in 10 aspects: history, retrieval methods, developing institution, type of reading lists distribution methods, subject specification, participation of librarian, bibliographic information, subject classification and grouping target reader. From analysing these aspects, the paper suggests a need of unified information from authorized and children-information-related institutions.

Security-reliability Analysis for a Cognitive Multi-hop Protocol in Cluster Networks with Hardware Imperfections

  • Tin, Phu Tran;Nam, Pham Minh;Duy, Tran Trung;Voznak, Miroslav
    • IEIE Transactions on Smart Processing and Computing
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    • v.6 no.3
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    • pp.200-209
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    • 2017
  • In this paper, we investigate the tradeoff between security and reliability for a multi-hop protocol in cluster-based underlay cognitive radio networks. In the proposed protocol, a secondary source communicates with a secondary destination via the multi-hop relay method in the presence of a secondary eavesdropper. To enhance system performance under the joint impact of interference constraint required by multiple primary users and hardware impairments, the best relay node is selected at each hop to relay the source data to the destination. Moreover, the destination is equipped with multiple antennas and employs a selection combining (SC) technique to combine the received data. We derive closed-form expressions of the intercept probability (IP) for the eavesdropping links and the outage probability (OP) for the data links over a Rayleigh fading channel. Finally, the correction of our derivations is verified by Monte-Carlo simulations.