• 제목/요약/키워드: competition number

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Deep learning-based post-disaster building inspection with channel-wise attention and semi-supervised learning

  • Wen Tang;Tarutal Ghosh Mondal;Rih-Teng Wu;Abhishek Subedi;Mohammad R. Jahanshahi
    • Smart Structures and Systems
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    • 제31권4호
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    • pp.365-381
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    • 2023
  • The existing vision-based techniques for inspection and condition assessment of civil infrastructure are mostly manual and consequently time-consuming, expensive, subjective, and risky. As a viable alternative, researchers in the past resorted to deep learning-based autonomous damage detection algorithms for expedited post-disaster reconnaissance of structures. Although a number of automatic damage detection algorithms have been proposed, the scarcity of labeled training data remains a major concern. To address this issue, this study proposed a semi-supervised learning (SSL) framework based on consistency regularization and cross-supervision. Image data from post-earthquake reconnaissance, that contains cracks, spalling, and exposed rebars are used to evaluate the proposed solution. Experiments are carried out under different data partition protocols, and it is shown that the proposed SSL method can make use of unlabeled images to enhance the segmentation performance when limited amount of ground truth labels are provided. This study also proposes DeepLab-AASPP and modified versions of U-Net++ based on channel-wise attention mechanism to better segment the components and damage areas from images of reinforced concrete buildings. The channel-wise attention mechanism can effectively improve the performance of the network by dynamically scaling the feature maps so that the networks can focus on more informative feature maps in the concatenation layer. The proposed DeepLab-AASPP achieves the best performance on component segmentation and damage state segmentation tasks with mIoU scores of 0.9850 and 0.7032, respectively. For crack, spalling, and rebar segmentation tasks, modified U-Net++ obtains the best performance with Igou scores (excluding the background pixels) of 0.5449, 0.9375, and 0.5018, respectively. The proposed architectures win the second place in IC-SHM2021 competition in all five tasks of Project 2.

소매금융을 중심으로 한 은행 창구 프랜차이즈화 전략 (The Strategies of Francaise Business Model in Banking Services)

  • 한선호;이정규;우종필
    • 한국프랜차이즈경영연구
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    • 제1권1호
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    • pp.87-103
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    • 2010
  • 요즘 시중의 은행들은 전국적으로 확산된 지점망으로 많은 고객에게 금융 서비스를 제공하고 있으며, 관련 분야의 높은 경쟁으로 인해 서비스의 양과 질은 향상됨은 물론 고객의 돈을 다루는 업종의 특성상 높은 신뢰도를 바탕으로 고객을 유치하고 있다. 하지만, 이러한 발전에도 불구하고 소매금융을 주로 다루는 영업점에서의 은행창구 업무는 고객의 수요와 다양한 욕구를 충족시키지 못하고 있는 실정이다. 본 연구에서는 이러한 은행 창구의 문제점에 주목하고 은행 창구 업무를 프랜차이즈 사업으로 확대하여 은행과 가맹점간의 협력적 이익을 형성하여 영업점에 대한 영업비용의 절감을 추구하고, 점차 증가하는 고객 욕구에 대한 높은 수준의 만족을 제공하며, 사회적인 문제로 대두되고 있는 제 3 금융권에 대한 소비자의 인색을 재정립하는 등 소비자의 바람직한 금융문화 인식의 향상에 기여하고자 다음과 같은 제안을 하였다. 본 제안을 통해 은행본사와 가맹점간의 상호 협력으로 은행은 창구에 대한 영업비용의 절감과 고객 서비스의 질 향상, 고객은 편리하고 신속한 금융 서비스를 제공받고, 소상인의 금융산업으로 진출의 기회, 서민층에 대한 제 3 금융권의 피해 축소 등 사회적인 이익도 고려할 수 있으리라 기대된다. 또한 은행은 창구의 영업비용을 여유자금으로 전환하여 사업 범위를 확장하거나 기존의 약점을 보완할 수 있고, 고객은 현재 소매금융의 한정적인 부분에 효율적인 요소를 가미한 서비스를 받을 수 있으리라 기대된다.

우울증 시조치료 방법론 모색 -이지엽 시조를 중심으로- (A Study on the Existential Reflection -A Study on the Yi Ji-yeop Sijo-)

  • 김명희
    • 문화기술의 융합
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    • 제8권3호
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    • pp.51-60
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    • 2022
  • 본 연구는 시조치료 관점과 의힉적 측면에서 우울증 극복을 위한 존재 성찰과 초월성을 탐색하는 것이다. 우리나라 자살률은 OECD 국가 중 1위(2006년~2019년)인데 최근에는 우울증이 더욱 확산되는 추세에 있다. 우울증은 급격한 산업사회의 경쟁 속에서 물질만능주의 폐단과 연결된 문명병이며 약물치료만으로 우울증을 극복하기에는 한계가 있다. 이 연구는 우울증을 개인사적으로 규정하고 우울증을 문학치료학의 일환으로 우울증을 새롭게 인식하고 그 극복 방안을 탐색하는 것을 목표로 한다. 이에 본 연구는 한국문학치료학의 '자기서사'를 활용하고 논증들을 시조치료시각에서 재조명하려는 시도다. 시조치료란 시조작품을 매개로 인간 내면에 억압된 감정을 끌어내는 것이다. 이는 분열된 자아를 통합하고 억압된 감정에서 해방하여 자유로운 삶을 추구하는 데 의의가 있다.

Caffe Bene: Creating Values for Customers

  • Ahn, Kwangho;Yoo, Changjo;Kim, Youngchan
    • Asia Marketing Journal
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    • 제14권3호
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    • pp.185-197
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    • 2012
  • Caffe Bene, one of the most notable coffeehouse chain brands in Republic of Korea, gives us some thought-provoking issues in terms of sustainable success. Despite harsh competition among various coffeehouse brands, Caffe Bene has been accomplished astonishing outcomes in domestic market and now ranked 2nd place in sales among the global coffeehouse franchise in 2010 and 2011. These achievements were possible mainly because Caffe Bene adopted distinctive shop design, maintained aggressive marketing strategy, developed new menu, and combined the unique Korean culture with ordinary concept of café to make its place attractive. However, since Korean coffeehouse market is getting saturated and consumers are becoming savvy about coffee, Caffe Bene needs to find a new solution to overcome growth stagnation. Besides, many experts pointed out that irrational increase in the number of stores might hurt its business in the aspect of managing distribution channel and providing consistent services. Also, customers of Caffe Bene have shown that it has to complement its critical weaknesses: inferior coffee taste and relatively high price for a cup of coffee. Especially, some people view that the company is shifting its high rental fee, interior cost and PPL marketing cost to consumers by charging high price for coffee. To get over the problems, Caffe Bene is currently using C/S Consumer Management System though experts are questioning about the efficacy because of the conflict between purpose of the system and the headquarters' plan. Present CEO Kim also announced that the company will complete its logistics system in the latter half of 2012 to provide stores with more high quality coffee beans to improve taste of coffee. Thus, in this case, we describe how Caffe Bene succeeded in Korean market and enumerate its key success factors. Also, we specify the long-term goals of Caffe Bene and introduce the current policies and strategies to show how the company is working on to achieve its ultimate goal. By reading and analyzing this business case, students could get useful insights regarding franchise management and think about issues on competing in a saturated market. Also, it would be worthwhile to generate creative solutions for the problems that Caffe Bene is now facing to broaden the practical perspective.

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A Case Study of Shinsegae E-mart: How E-mart Became the Number One Distribution Company even against Economic Crisis and the Entry of Walmart?

  • Kim, Chung K.;Jun, Mina;Han, Jeongsoo;Kim, Miyea;Park, Jungung;Kim, Joshua Y.
    • Asia Marketing Journal
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    • 제14권3호
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    • pp.7-26
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    • 2012
  • The success story of E-mart fascinated many academics and practitioners alike. Though E-mart began as a nameless discount store in Chang-dong, Seoul in 1993, it has transformed itself into a leading distribution company and one of the most powerful brands in Korea. Surprisingly, it achieved the great success against the two crises it met: the national economic crisis and the invasion of the global giant Walmart. The main objective of this case study is to formally examine how E-mart overcame the two crises. More specifically, this case study highlights the ways with which E-mart turned those difficulties into opportunities for growth. In our examination of the E-mart case, we could clearly see E-mart's competence and spirit that allowed it to turn crises into advantageous opportunities. E-mart attracted the customers who wanted value-oriented consumption by its positioning as the "Lowest price discount store", when consumer sentiment was frozen under the economic crisis. Furthermore, when a large-scale foreign discount store like Walmart entered the Korea market, E-mart built its core competencies as the 'Korean style discount store'. These ingenious positioning and efforts resulted in E-mart taking over their archrival, Walmart, and forced the global Goliath to exit the Korean market. The case of E-mart's effective crisis management teaches many important lessons and a few core lessons that apply to many companies. One such lesson is the importance of positioning which enabled E-mart to turn crises into opportunities. Granted, the strategy of positioning as the 'Korean style discount store', or 'Lowest price discount store' was possible due to overall support with cost reduction, development and management of their own system, an apprentice educate system, etc. based on an excellent selection of location of the store and efficient distribution systems. Still, the positioning strategy of E-mart was truly ground breaking in distancing itself from its competitors. The lessons from E-mart will help those companies currently in a stagnant situation or a crisis to turn their obstacles into great success.

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Analysis of Factor Affecting for Improving Construction Engineering Market

  • Park, Junho;Yu, Jungho
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.450-453
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    • 2015
  • The Construction Engineering Industry (CEI) is construction field based on professional knowledge, staff and information service, and is distinguished by construction activity. The contemporary CEI market has extended globally and diversified construction work classifications. International construction engineering companies now have an important economic and social effect. Over the last five years (2009 to 2013), the top-200 global engineering firms reported global revenue that grew from 54.4 billion to 71.5 billion, about 27% growth (ENR, 2014). Countries such as the U.S.A., Canada, those in Europe (Several developed countries, i.e., United Kingdom, Netherlands, France, Spain, France, Italy, and Spain), Australia, Japan, China, and Korea comprise the bulk of world construction engineering revenue. Although the construction engineering market continues to grow, much of the work is limited to Europe, mid-Asia, and Asia. Additionally, specific construction types are focused on building projects, industrial plants, and refining plants. As such, there are imbalances in the construction engineering market and some market saturation. Further, there is heavy competition and the construction engineering market may shrink in the future. This paper analyzed various factors affecting the construction engineering market, specifically looking at construction classifications and factors related to a global market. To accomplish this, we collected to data from Engineering News Record (ENR) and recast each variable. And we used nonparametric statistics because the number of cases were small, making it difficult to assume a case's population parameter. Then we tested with the Kruskal-Wallis test and drew results. The results indicate that concentration in particular construction types and extending global regional markets will be have a positive effect on the overall global construction engineering market..

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한국 초등학생의 학습동기 요인 분석 (A Factor Analysis of Motivation To Learn Among Korean Elementary School Children)

  • 정종진
    • 한국심리학회지 : 문화 및 사회문제
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    • 제14권1호_spc
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    • pp.167-186
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    • 2008
  • 본 연구는 암묵적 이론(implicit theory)의 관점에서 한국 초등학생들의 학습동기에 영향을 주는 요인이 무엇이고 어떻게 구성되어 있으며, 이러한 학습동기 요인의 구성은 성별에 따라 어떤 차이가 있는가를 밝혀보는 데에 그 목적이 있다. 한국 초등학생들의 학습행동에 관련된 동기에 대한 암묵적 이론을 이끌어내고 체계화시키기 위하여 초등학생들이 가장 열심히 학습하고 있는 활동이 무엇이고 그러한 학습활동을 열심히 하는 이유가 무엇인지 조사하여 그 원인을 문항으로 하는 측정도구를 제작하여 학습동기 요인을 분석하였다. 전국에 걸쳐 지역을 고려하여 7개 도시에서 무선 표집한 초등학교 4~6학년 856명을 대상으로 학습활동의 원인에 관한 탐색적 및 확인적 요인분석의 결과 유용성, 흥미, 인정, 지식획득, 기대충족의 5가지 요인으로 나타났다. 남녀별로 보면 남학생은 유용성-흥미-인정-지식획득-기대충족의 순으로 5가지 요인이 나타났고, 여학생은 흥미-유용성-보상-인정--기대충족-경쟁의 순으로 6가지 요인으로 나타나 남녀간 요인수와 요인구조에 다소 차이가 있었다.

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Key Themes for Multi-Stage Business Analytics Adoption in Organizations

  • Amit Kumar;Bala Krishnamoorthy;Divakar B Kamath
    • Asia pacific journal of information systems
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    • 제30권2호
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    • pp.397-419
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    • 2020
  • Business analytics is a management tool for achieving significant business performance improvements. Many organizations fail to or only partially achieve their business objectives and goals from business analytics. Business analytics adoption is a multi-stage complex activity consisting of evaluation, adoption, and assimilation stages. Several research papers have been published in the field of business analytics, but the research on multi-stage BA adoption is fewer in number. This study contributes to the scant literature on the multi-stage adoption model by identifying the critical themes for evaluation, adoption, and assimilation stages of business analytics. This study uses the thematic content analysis of peer-reviewed published academic papers as a research technique to explore the key themes of business analytics adoption. This study links the critical themes with the popular theoretical foundations: Resource-Based View (RBV), Dynamic Capabilities, Diffusion of Innovations, and Technology-Organizational-Environmental (TOE) framework. The study identifies twelve major factors categorized into three key themes: organizational characteristics, innovation characteristics, and environmental characteristics. The main organizational factors are top management support, organization data environment, centralized analytics structure, perceived cost, employee skills, and data-based decision making culture. The major innovation characteristics are perceived benefits, complexity, and compatibility, and information technology assets. The environmental factors influencing BA adoption stages are competition and industry pressure. A conceptual framework for the multi-stage BA adoption model is proposed in this study. The findings of this study can assist the practicing managers in developing a stage-wise operational strategy for business analytics adoption. Future research can also attempt to validate the conceptual model proposed in this study.

Chemical signalling within the rumen microbiome

  • Katie Lawther;Fernanda Godoy Santos;Linda B Oyama;Sharon A Huws
    • Animal Bioscience
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    • 제37권2_spc호
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    • pp.337-345
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    • 2024
  • Ruminants possess a specialized four-compartment forestomach, consisting of the reticulum, rumen, omasum, and abomasum. The rumen, the primary fermentative chamber, harbours a dynamic ecosystem comprising bacteria, protozoa, fungi, archaea, and bacteriophages. These microorganisms engage in diverse ecological interactions within the rumen microbiome, primarily benefiting the host animal by deriving energy from plant material breakdown. These interactions encompass symbiosis, such as mutualism and commensalism, as well as parasitism, predation, and competition. These ecological interactions are dependent on many factors, including the production of diverse molecules, such as those involved in quorum sensing (QS). QS is a density-dependent signalling mechanism involving the release of autoinducer (AIs) compounds, when cell density increases AIs bind to receptors causing the altered expression of certain genes. These AIs are classified as mainly being N-acyl-homoserine lactones (AHL; commonly used by Gram-negative bacteria) or autoinducer-2 based systems (AI-2; used by Gram-positive and Gram-negative bacteria); although other less common AI systems exist. Most of our understanding of QS at a gene-level comes from pure culture in vitro studies using bacterial pathogens, with much being unknown on a commensal bacterial and ecosystem level, especially in the context of the rumen microbiome. A small number of studies have explored QS in the rumen using 'omic' technologies, revealing a prevalence of AI-2 QS systems among rumen bacteria. Nevertheless, the implications of these signalling systems on gene regulation, rumen ecology, and ruminant characteristics are largely uncharted territory. Metatranscriptome data tracking the colonization of perennial ryegrass by rumen microbes suggest that these chemicals may influence transitions in bacterial diversity during colonization. The likelihood of undiscovered chemicals within the rumen microbial arsenal is high, with the identified chemicals representing only the tip of the iceberg. A comprehensive grasp of rumen microbial chemical signalling is crucial for addressing the challenges of food security and climate targets.

한국제조업에서의 외부통제에 관한 공간적 분석 (The geography of external control in Korean manufacturing industry)

  • 백영기
    • 대한지리학회지
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    • 제30권2호
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    • pp.146-168
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    • 1995
  • 본 연구는 기업의 외부통제에 관한 개념적인 논의와 함께, 한국의 제조업에서 80년 대 중반 이후(1986-1992)에 나타난 통제의 공간적 변화를 경험적으로 조사하였다. 15개의 지역 사이에 다입지 기업의 소유연계에 대한 자료가 외부통제의 대체척도로 이용되었다. 이 자료를 근거로 생산과정의 특성에 따른 세가지 유형의 제조업 부문별로 통제의 변화를 지도 화하여 분석하였다. 전반적인 외부통제의 지리적 특징은 서울이 탁월한 통제의 중심지로서, 서울의 영향력은 수도권과 동남권의 산업발달 지역에 집중되었지만, 최근에 그 영향력은 산 업이 낙후된 지역까지 확산되어 전국적이다. 또한 새로운 통제의 중심지로 수도권과 동남권 의 중심인 대도시가 서서히 부각되고 있다. 이러한 특징에도 불구하고, 제조업 유형별로 상 이한 외부통제의 공간적 패턴은 생산의 조직구조가 생산과정에서 필요로 하는 자본과 노동 은 물론 부문이 처한 외부환경에 따라 변화됨을 보여준다. 이러한 결과는 상이한 생산과정 을 채택하는 다입지 기업의 공간적 영향에 차별적 분석을 요구한다.

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