• 한국의류학회지
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• 제46권6호
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• pp.1128-1141
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• 2022

Due to increased interest in safety in sports, leisure, industries, and daily life; the demand for products that protect the head is increasing. As a preparatory study for the development of head protection for head injury prevention, this study analyzed patents and utility models related to head protection products such as industrial safety helmets, vehicle helmets, and sports protection gear. For this study, 368 patents and utility models for head protection products searched through WipsOn were selected and analyzed by application year, function, application, protection area, main material, and subject. From the analytic results of this study, the quantitative and qualitative flow and characteristics of developing technology related to head protection products were identified. Through the trend of current technology, it provided data to seek the development direction in the future. The significance of this study is to secure objective data to establish a road map for creating new Intellectual Property for head protection products.

• Asia pacific journal of information systems
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• 제27권2호
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• pp.99-125
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• 2017

In this study, we propose an operations model to automate a home energy management system (HEMS) that utilizes an energy storage system (ESS) in consideration of consumer utility. Most previous studies focused on the system for the profits obtained from trading charged energy using large-scale ESS. By contrast, the present study focuses on constructing a home-level energy management system that considers consumer's utility over energy consumption. Depending on personal preference, some residential consumers may prefer consuming additional energy to earn increased profits through price arbitrage and vice versa. However, the current system could not yet reflect on this aspect. Thus, we develop an operations model for HEMS that could automatically control energy consumption while considering the level of consumer's preference and the economic benefits of using an ESS. The results of simulations using a dataset of the Korean market show that an operations policy of charging and discharging can be changed depending on consumer's utility. The impact of this policy is not ignorable. Moreover, the technical specifications of ESS, such as self-discharge rate and round-trip efficiency, can affect the operations policy and automation of HEMS.

• Industrial Engineering and Management Systems
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• 제11권2호
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• pp.148-154
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• 2012

Micro Electric Vehicles are considered as a solution for reducing $CO_2$ emissions, however, it is difficult to evaluate its impact in a local community when it has been introduced. In this study, we evaluated how to spread the Micro EV within the community, using the utility derived from a multinomial logit model, and analyze the effect on $CO_2$ emissions. The householder's utility model is based on an investigation about Kiryu citizen's activities of shopping, transportation methods, etc. Using the geographic information system, we get the distances of each householder and the stores, and estimate a multinomial logit model about the combination choices of shopping stores and transportation method.

• 디지털융복합연구
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• 제7권4호
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• pp.43-56
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• 2009

The concept causing all the fuss is "the utility computing or the usage-based IT service", which now represents the future for IT asset in all aspects of the way they work in business, the commercial and public sector. The core of "utility computing or usage-based IT service" is changing the IT assert from "ownership" to "borrowing", which enables managers to get greater utilization of data-centre resources at lower operating costs. This trend is spreaded in public sector centering the Governmental Internet data Center of Korea(NCIA). So, it has need to make an usage-based IT service model that is suitable for public sector. In this paper, we propose the usage-based IT service model that is composed of IT service framework, service pricing model and IT service architecture.

• Asia pacific journal of information systems
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• 제23권4호
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• pp.85-102
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• 2013

This study proposes a web presence readiness model based on pre-payment service functions and a post-payment service function both of which embrace the major concerns of customers in the online purchasing context. Based on the concept of customer utility from the product itself and instrumental utility, the research model suggests four antecedents including, Perceived Economic Benefits, Product Search Support Quality, e-Shopping Method Diversity, and Post-Payment Support Quality. We empirically examined a proposed research model using data collected from online rating company websites. Among the four antecedents, post payment support quality is found to be the most influential determinant of customer evaluation on e-commerce websites. Based on the empirical results, the current study proposes an alternate model of web presence readiness. The findings of this study may provide an insight to field practitioners designing commercial websites. The implications and future research directions are further discussed.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1999년도 하계학술대회 논문집 C
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• pp.1180-1182
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• 1999

Modeling for utility interactive photovoltaic power generation system has been studied using PSCAD/EMTDC. The proposed model system consists of a simple utility circuit configuration, 3kW of single phase utility interactive photovoltaic system, single phase PWM voltage source inverter module, and feed forward PID controller as control circuit. In the system, the DC current is assumed constant, and the voltage source inverter provides sinusoidal ac current for the loads of utility system. The simulation results are given in order to verify the effectiveness of the proposed model. The phases of output voltage of utility system and the output current of the inverter module are compared. Especially, the compensation effect of the photovoltaic system for the unbalanced load is analyzed. and the transient phenomena for a phase to ground fault are also simulated.

• Journal of information and communication convergence engineering
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• 제21권2호
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• pp.117-129
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• 2023

High-utility itemset mining (HIUM) has emerged as a key data-mining paradigm for object-of-interest identification and recommendation systems that serve as frequent itemset identification tools, product or service recommendation systems, etc. Recently, it has gained widespread attention owing to its increasing role in business intelligence, top-N recommendation, and other enterprise solutions. Despite the increasing significance and the inability to provide swift and more accurate predictions, most at-hand solutions, including frequent itemset mining, HUIM, and high average- and fast high-utility itemset mining, are limited to coping with real-time enterprise demands. Moreover, complex computations and high memory exhaustion limit their scalability as enterprise solutions. To address these limitations, this study proposes a model to extract high-utility frequent closed itemsets based on an improved cumulative summary list structure (CSLFC-HUIM) to reduce an optimal set of candidate items in the search space. Moreover, it employs the lift score as the minimum threshold, called the cumulative utility threshold, to prune the search space optimal set of itemsets in a nested-list structure that improves computational time, costs, and memory exhaustion. Simulations over different datasets revealed that the proposed CSLFC-HUIM model outperforms other existing methods, such as closed- and frequent closed-HUIM variants, in terms of execution time and memory consumption, making it suitable for different mined items and allied intelligence of business goals.

• Korean Chemical Engineering Research
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• 제52권5호
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• pp.603-612
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• 2014

대규모 산업 단지 내에는 다양한 네트워크가 형성되어 있다. 각각의 네트워크들은 네트워크를 구성하는 요소들이 필요로 하는 물질의 생산 및 수송을 통하여 물질의 수요를 충족시킨다. 네트워크 자체적으로 직접 생산을 통하여 각 공장들이 필요로 하는 물질의 수요를 충족시키기도 하며 수요량의 변화나 경제적 요소들로 인하여 네트워크 외부에서 필요로 하는 물질을 구매하여 네트워크 내에서 수송하기도 한다. 특히나 유틸리티 네트워크와 수소 네트워크는 대규모 산업 단지의 대표적인 네트워크들이며 이러한 네트워크들의 비용적 절감 및 네트워크 구성의 최적화와 관련된 많은 연구들이 수행되어 왔다. 하지만 두 네트워크를 연결하여 통합된 네트워크 모델을 구축하여 최적화를 진행한 연구는 진행되어 오지 않았다. 본 논문에서는 유틸리티 네트워크에서 발생되는 여분의 스팀을 수증기 메탄 개질 공정의 원료로 사용하여 수소를 생산한 후, 생산된 수소를 수소 네트워크에 주입하여 수소 네트워크의 수소 수요량을 충족시키는 모델을 개발하였다. 제시된 모델은 유틸리티 네트워크의 유틸리티 수요량과 수소 네트워크의 수소 수요량을 모두 충족시키면서 통합된 네트워크 모델의 최적 설계 및 네트워크 구성도를 결정할 수 있게 하고, 요구되는 전체 비용을 계산 가능하게 한다. 본 연구에서 제시한 모델의 타당성을 평가하기 위하여 국내 최대 규모의 대규모 석유 화학 산업단지를 가지고 있는 여수 석유 화학 단지를 대상으로 사례를 적용해 보았으며 이 사례 연구를 통하여 얻은 결과는 기존의 유틸리티 네트워크와 수소 네트워크를 개별적으로 연구한 결과와 비교하여 더 최적의 결정을 제시할 것이다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권8호
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• pp.3328-3349
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• 2020

With rapid development of ubiquitous computing and location-based services (LBSs), human trajectory data and associated activities are increasingly easily recorded. Inappropriately publishing trajectory data may leak users' privacy. Therefore, we study publishing trajectory data while preserving privacy, denoted privacy-preserving activity trajectories publishing (PPATP). We propose S-PPATP to solve this problem. S-PPATP comprises three steps: modeling, algorithm design and algorithm adjustment. During modeling, two user models describe users' behaviors: one based on a Markov chain and the other based on the hidden Markov model. We assume a potential adversary who intends to infer users' privacy, defined as a set of sensitive information. An adversary model is then proposed to define the adversary's background knowledge and inference method. Additionally, privacy requirements and a data quality metric are defined for assessment. During algorithm design, we propose two publishing algorithms corresponding to the user models and prove that both algorithms satisfy the privacy requirement. Then, we perform a comparative analysis on utility, efficiency and speedup techniques. Finally, we evaluate our algorithms through experiments on several datasets. The experiment results verify that our proposed algorithms preserve users' privay. We also test utility and discuss the privacy-utility tradeoff that real-world data publishers may face.

• 한국터널지하공간학회 논문집
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• 제19권3호
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• pp.437-447
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• 2017

현재 도시형태나 규모, 주변 도로기능이나 공동구 건설형식에 따른 타당성 및 경제성 평가 방법, 공동구내 수용시설물의 최적 배치 등을 고려한 공동구 설계 평가모델은 개발되어 있지 않다. 이에 본 연구에서는 도심지 공동구 도입결정과 도입 결정 이후 적용할 수 있는 공동구 최적 설계를 위한 평가모델을 개발하였다. 이를 위해 본 논문에서는 여러 개의 의사결정 방법 중 다양한 분야에서 사용되고 있으며, 직선의 방식이 아닌 순환의 방식이 적용 가능한 데밍사이클(Deming cycle)을 선정하였다. 공동구 도입과 설계시 다양한 인자의 반영을 위하여 11개의 상위지표를 설정하여 보다 구체적인 접근을 유도하였다. 또한 Plan-Do-Check-Action(PDCA)의 순환 방식을 기반으로 1차 구상단계, 2차 최적화 단계를 통한 공동구 도입과 설계를 보다 효율적으로 구현할 수 있도록 하였으며, 이를 위한 최적화 평가 프로그램을 개발하였다.