• Journal of the Korea Institute of Information and Communication Engineering
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• v.22 no.9
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• pp.1185-1190
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• 2018

As a countermeasure to the increasing workforce diversity worldwide, this study addresses the need for an ICT (information communication technology) based diversity management function and identifies the role of e-HRM (electronic-human resource management), which enables this function. ICT has essential for the survival and growth of a company. And it is strategically crucial to recruit and manage a workforce efficiently that comprises individuals not only with diverse demographic backgrounds in terms of gender, race, and age, but also with diverse personal history in terms of educational background, functional background, and the number of years working at a previous job, because these are directly related to organizational performance. Based on the fact that only the organizations that utilize ICT adequately in managing diversity can gain a competitive advantage, this paper discusses the implications of ICT-based diversity management for organizations and managers.

• Journal of Digital Convergence
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• v.20 no.4
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• pp.309-319
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• 2022

In previous studies, stress in the Information and Communication Technology (ICT) work environment was focused on lowering work performance by negatively affecting the emotions of organizational members. In the current corona pandemic era, as the ratio of organizational members working from home in a smart environment increases, the need for research on the effects of positive and negative stress on work performance is being raised. Accordingly, by applying the Affective Event Theory to the emotional effects of stress on employees' emotional responses, the effects on work performance were analyzed by dividing them into positive and negative emotions. Also, the effect of smart work on work performance was analyzed. This survey was commissioned by a research company and analyzed using Smart PLS 3.0 tool. Therefore, based on the research results, it was suggested that stress does not only negatively affect the emotions of employees, but that the challenge stress that appears in the mind to achieve a goal induces positive emotions in the employees' emotions and helps to improve work performance.

• The Journal of the Convergence on Culture Technology
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• v.6 no.4
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• pp.567-573
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• 2020

The COVID-19 outbreak had a substantial impact on our lives. Social distancing policies are especially causing severe concern for the cultural and creative industries across the globe. Most performing arts festivals and other venues are being canceled due to COVID-19 fears and social distancing measures. Instead, many individual artists and organizations attempt to deliver their arts online using ICT and live streaming. The actions of the Government in responding to the COVID-19 crisis also provide financial support toward freelance artists and creators, and company. Finally, future directions and areas that need further support are described.

• Smart Media Journal
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• v.12 no.1
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• pp.32-46
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• 2023

Natural Language Processing (NLP) has grown tremendously in recent years. Typically, bilingual, and multilingual translation models have been deployed widely in machine translation and gained vast attention from the research community. On the contrary, few studies have focused on translating between spoken and sign languages, especially non-English languages. Prior works on Sign Language Translation (SLT) have shown that a mid-level sign gloss representation enhances translation performance. Therefore, this study presents a new large-scale Korean sign language dataset, the Museum-Commentary Korean Sign Gloss (MCKSG) dataset, including 3828 pairs of Korean sentences and their corresponding sign glosses used in Museum-Commentary contexts. In addition, we propose a translation framework based on self-supervised learning, where the pretext task is a text-to-text from a Korean sentence to its back-translation versions, then the pre-trained network will be fine-tuned on the MCKSG dataset. Using self-supervised learning help to overcome the drawback of a shortage of sign language data. Through experimental results, our proposed model outperforms a baseline BERT model by 6.22%.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2017.11a
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• pp.136-137
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• 2017

4차 산업혁명시대가 도래함에 따라 해운항만기업에서 4차 산업혁명을 주도하는 ICT를 활용하기 위한 노력이 다양하게 전개되고 있다. 특히 해운항만물류분야에서는 IoT센서가 만들어내는 다양한 데이터를 분석하여 도출된 인사이트를 기반으로 업무효율성을 높이고자 빅데이터분석 기법을 적용하기 시작하고 있다. 본 연구에서는 해운항만기업들 중 빅데이터분석을 도입해서 활용하고 있거나, 빅데이터를 업무에 활용하기 위해 도입의도를 가지고 있는 기업의 종사자들을 대상으로 어떤 요인들이 빅데이터 사용의도를 높여주는 지에 대하여 실증분석.

• Proceedings of the Korea Information Processing Society Conference
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• 2018.10a
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• pp.353-355
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• 2018

The aim of this paper is Although a large amount of sensor data is generated in the manufacturing process of a manufacturing company and the necessity of utilizing sensor data is felt, there is a real difficulty in collecting a large amount of sensor data and introducing analysis / service. Using W3C Web document standard format, XML based technology, it collects data to provide production status and equipment status information, and researches middleware for sensor data processing that user can analyze.

• Proceedings of the Korea Information Processing Society Conference
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• 2012.04a
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• pp.1322-1325
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• 2012

국토해양부는 건설공사 부실방지를 위해 시공감리제도를 도입하고 이를 민간 감리전문회사가 수행하도록 하였다. 당초 감리전문회사의 등록 관리를 국토해양부에서 처리하였으나, 2005년 서울특별시 등 16개 광역자치단체로 이관하였다. 이에 따라 행정구역을 달리하는 주소지 이전, 양수 양도 및 합병 등 광역자치단체간 상호 업무협의와 관련서류의 이관이 지연되고, 관련 정보의 분석 및 통계관리 등을 수작업으로 시행함에 따라 업무효율성이 저하되고 있는 실정이다. 이에 본 논문에서는 16개 광역자치단체에서 분산 관리하고 있는 감리전문회사 등록관리 업무를 전산화하여 통합관리할 수 있는 방안을 제시하고, 프로토타입 시스템을 개발함으로써 행정업무의 투명성 확보와 행정 편익비용을 절감하는 등 감리전문회사 등록 업무의 효율성 제고를 도모하고자 한다.

• Journal of Platform Technology
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• v.6 no.4
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• pp.3-10
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• 2018

A projection-based active information display system was proposed. The proposed system is based on Intelligent Space and a steerable projector mounted mobile robot which is called Ubiquitous Display (UD). In order to transfer visual information for a human in the Intelligent Space, the UD projects a certain shape of an image with a fixed size. Due to redundancy of degree of freedom (DOF), there are lots of situations to project a same shape and size of the image on a surface. In this paper, we describe a method to determine a goal posture of the UD. Here, the goal posture is the most efficient position and orientation of the UD so as to project visual information and it is determined by the Intelligent Space. To verify the proposed method, simulation and demonstration are carried out.

• Journal of Platform Technology
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• v.6 no.4
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• pp.18-25
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• 2018

This paper describes a real-time human and robot tracking method in Intelligent Space with multi-camera networks. The proposed method detects candidates for humans and robots by using the histogram of oriented gradients (HOG) feature in an image. To classify humans and robots from the candidates in real time, we apply cascaded structure to constructing a strong classifier which consists of many weak classifiers as follows: a linear support vector machine (SVM) and a radial-basis function (RBF) SVM. By using the multiple view geometry, the method estimates the 3D position of humans and robots from their 2D coordinates on image coordinate system, and tracks their positions by using stochastic approach. To test the performance of the method, humans and robots are asked to move according to given rectangular and circular paths. Experimental results show that the proposed method is able to reduce the localization error and be good for a practical application of human-centered services in the Intelligent Space.

• Knowledge Management Research
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• v.19 no.4
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• pp.149-170
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• 2018

Healthcare lifelog, a personal record relating to disease treatment and healthcare, plays an important role in healthcare paradigm shifts in which medical and information technology converge. Healthcare services based on various healthcare lifelogs are being launched domestically by both large corporations and small and medium enterprises, however, they are being built on an individual platform that is dependent on each company. Therefore, the terms of lifelog data are different as well as the measurement specifications are not uniform. This study proposes a reference model for minimum common data required for sharing and utilization of healthcare lifelog. Literature study and expert survey derived 3 domain, 17 essential items, and 51 sub-items. The model provides definition, measurement data format, measurement method, and precautions for each detailed measurement item, and provides necessary guidelines for data and service design and construction for healthcare service. This study has its significance as a basic research supporting the activation of ecosystem by ensuring interoperability of data between heterogeneous healthcare devices linked to digital healthcare platform.