• International Journal of Computer Science & Network Security
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• 제22권6호
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• pp.339-345
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• 2022

Outcome-based education (OBE) is a tried-and-true teaching technique based on a set of predetermined goals. Program Educational Objectives (PEOs), Program Outcomes (POs), and Course Outcomes (COs) are the components of OBE. At the end of each year, the Program Outcomes are evaluated, and faculty members can submit many recommended measures which dependent on the relationship between the program outcomes and its courses outcomes to improve the quality of program and hence the overall educational program. When a vast number of courses are considered, bad actions may be proposed, resulting in unwanted and incorrect decisions. In this paper, a recommender system, using collaborative filtering and association rules algorithms, is proposed for predicting the best relationship between the program outcomes and its courses in order to improve the attributes of the graduates. First, a parallel algorithm is used for Collaborative Filtering on Data Model, which is designed to increase the efficiency of processing big data. Then, a parallel similar learning outcomes discovery method based on matrix correlation is proposed by mining association rules. As a case study, the proposed recommender system is applied to the Computer Information Systems program, College of Computer Sciences and Information Technology, Al-Baha University, Saudi Arabia for helping Program Quality Administration improving the quality of program outcomes. The obtained results revealed that the suggested recommender system provides more actions for boosting Graduate Attributes quality.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2008년도 심포지엄 논문집 정보 및 제어부문
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• pp.178-179
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• 2008

최근 들어 VSAT 시스템은 수요자의 필요에 의해 많은 기술발전을 가져왔다. 과거에는 저속의 데이터 통신 및 전화위주로 많이 사용되었으나 최근에는 통신량의 증가와 인터넷의 발달로 고속의 데이터통신 시스템으로 발전하고 있다.[1] 따라서 Application Service에 따라 기존의 TDMA 방식의 VSAT 시스템과 고속통신용의 DVB-RCS 시스템으로 양분되어 사용하고 있다. 기존의 TDMA 방식은 주로 SCADA, POS, VOICE 통신 등의 저속 데이터 통신 위주로 많이 사용하고 DVB-RCS 방식은 Multi Media 및 인터넷 서비스로 고속의 데이터 통신 용으로 많이 사용되고 있다. 이에 본 논문에서는 원격 무인 사이트가 Solar-Cell Battery를 이용하는 측면에서 소비전력 최소화 및 유지보수 편리성을 증대하기 위한 측면을 고려하여 무선 원격 자료 전송을 위한 VSAT 시스템 설계, 알고리즘 및 H/W제작을 소개하고자 한다.

• 대한가정학회지
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• 제41권5호
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• pp.109-118
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• 2003

The purpose of this study was to analyze the utilization of Database Information System of Fashion Brands in Daegu area. The interviews, reviews of previous studies and the empirical investigations were processed for this study. The questionnaire was administered to 27 fashion brands in Daegu, Korea, from September to October in 2002. Data were analyzed by using frequency, mean and percentage utilizing SPSS statistical package. There were no brand differentiation in brand characteristics, items, target age and company size in Daegu Fashion brands. Awareness of Information Network and Usages of Internet marketing were in relatively low level. The rate of the brands possessing Web-site, POS system and Customer ID card were less than one third. More than a half of the brands had Customer Database system.

• Journal of Advanced Marine Engineering and Technology
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• 제39권8호
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• pp.863-869
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• 2015

This study analyzed the offshore plant industry and related regulations such as ISO, IEC, and Norsok Standards to develop an integrated network management system (INMS) capable of both on-site and remote management and configuration of IP-based network equipment in offshore plants. The INMS was designed based on actual specifications and POS plans, and a plan of management was verified through an offshore plant engineering company. Various modules such as PAGA interface modules, CCTV, IP-PBX, and HF-radio communication modules were developed for system implementation. Protocol and data design and screen design were followed by framework development and introduction of the automatic satellite communication function.

• 대한안전경영과학회:학술대회논문집
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• 대한안전경영과학회 2001년도 추계학술대회
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• pp.43-49
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• 2001

최근 기업활동의 자재구매, 제조, 보관 및 운송, 유통/판매까지 포함한 공급체인 전체에 대해 통합관리가 중요한 비스를 받고 싶어한다. 이에 따라 오늘날의 대부분의 기업들은 고도의 기술을 요하는 정보시스템의 도입과, POS, Data Mining 등과 같은 기술들을 이용하고 고객의 요구 사항들을 적시, 적소에서 파악하여 고객이 요구하는 상품과 서비스를 공급하기 위하여 최선과을 정리하고 주요 SCM solution에서 제공하는 기능 및 사용된 방법론을 분석하여, 이를 바탕으로 주문 접수 시 주문물량의 가능납기를 산정하기 위한 입력데이터, 고려요소, 연산절차 등을 포함한 ATI(Available to Promise) 모델을 제제로 부각되고 있다. 현대의 고객들은 제품이나 납기, 품질과 같은 부문에서 높은 서의 노력을 다하고 있다. 최초의 공급자로부터 소비자까지 상품이 전달되는 과정 중에서 재고와 물류비용은 모든 비용의 대부분을 차지하고 있다. 이에 대한 비용을 줄이려고 하는 것이 공급체인관리(SCM)의 기본적인 목적이라 하겠다. 이에 본 논문에서는 공급체인관리(SCM)에 대한 개념과 배경, 필요성 등시한다.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2018년도 추계학술대회
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• pp.332-335
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• 2018

인건비 상승으로 여러 치킨 프렌차이즈 업체들이 무인 자동화 치킨 조리기를 개발을 진행하고 있으나, 포스와의 연동이 미흡하여 완전한 무인 자동화 치킨 조리기로 완성이 되고 있지 않은 실정이다. 그리고 포스 정보는 이더넷 기반으로 다수의 명령 전달에 대해 반영이 되어 있지 않아 다수의 데이터로 병목현상이 발생하여 지연시간이 증가하는 문제점을 보유 하고 있으며, 추가 네트워크 장치로 인해 기존에 구축된 안정적인 환경을 해칠 수 있는 우려가 있다. 그래서 본 논문에서는 기존 포스 정보 데이터를 수집하여 치킨 조리기에 데이터를 전송할 수 있는 유무선 통신모듈과 통신 모듈 추가로 인해 발생할 수 있는 문제 해결이 가능한 데이터 교환 프로토콜을 제안한다.

• 한국유기농업학회지
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• 제25권1호
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• pp.23-35
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• 2017

The objective of this study is to analyze a price of environment-friendly and conventional rice with POS data. And we estimate the value of environment-friendly's certification with hedonic price model. In case of price level, organic and pesticide-free rice is higher than conventional rice, 22.5% and 10.6%, respectively. In contrast, price variation of conventional rice is higher environment-friendly rice. The value of organic and pesticide are 839.5 Won and 313.7 Won, respectively. As time goes by, the certification's value goes down in environment-friendly rice. In particular, price level and certification's value of pesticide-free rice is similar with conventional rice. The results of this study show that price of the environment-friendly rice is not higher than expected. Therefore it is necessary to establish a new marketing and promotion strategies for environment-friendly rice.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권6호
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• pp.2851-2873
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• 2016

Cloud storage as a service provides high scalability and availability as per need of user, without large investment on infrastructure. However, data security risks, such as confidentiality, privacy, and integrity of the outsourced data are associated with the cloud-computing model. Over the year's techniques such as, remote data checking (RDC), data integrity protection (DIP), provable data possession (PDP), proof of storage (POS), and proof of retrievability (POR) have been devised to frequently and securely check the integrity of outsourced data. In this paper, we improve the efficiency of PDP scheme, in terms of computation, storage, and communication cost for large data archives. By utilizing the capabilities of JAR and ZIP technology, the cost of searching the metadata in proof generation process is reduced from O(n) to O(1). Moreover, due to direct access to metadata, disk I/O cost is reduced and resulting in 50 to 60 time faster proof generation for large datasets. Furthermore, our proposed scheme achieved 50% reduction in storage size of data and respective metadata that result in providing storage and communication efficiency.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제18권1호
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• pp.170-191
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• 2024

The transmission of confidential data using cover media is called steganography. The three requirements of any effective steganography system are high embedding capacity, security, and imperceptibility. The text file's structure, which makes syntax and grammar more visually obvious than in other media, contributes to its poor imperceptibility. Text steganography is regarded as the most challenging carrier to hide secret data because of its insufficient redundant data compared to other digital objects. Unicode characters, especially non-printing or invisible, are employed for hiding data by mapping a specific amount of secret data bits in each character and inserting the character into cover text spaces. These characters are known with limited spaces to embed secret data. Current studies that used Unicode characters in text steganography focused on increasing the data hiding capacity with insufficient redundant data in a text file. A sequential embedding pattern is often selected and included in all available positions in the cover text. This embedding pattern negatively affects the text steganography system's imperceptibility and security. Thus, this study attempts to solve these limitations using the Part-of-speech (POS) tagging technique combined with the randomization concept in data hiding. Combining these two techniques allows inserting the Unicode characters in randomized patterns with specific positions in the cover text to increase data hiding capacity with minimum effects on imperceptibility and security. Format-preserving encryption (FPE) is also used to encrypt a secret message without changing its size before the embedding processes. By comparing the proposed technique to already existing ones, the results demonstrate that it fulfils the cover file's capacity, imperceptibility, and security requirements.

• 폴리머
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• 제37권1호
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• pp.41-46
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• 2013

유무기 하이브리드 나노 물질인 polyhedral oligomeric silsesquioxane(POSS)를 첨가한 diglycidyl ether of bisphenol A(DGEBA) 에폭시/방향족 아민계를 다양한 경화온도에서 등온으로 반응시킨 후 유리전이온도($T_g$)와 전환율(${\alpha}$)을 DSC를 이용하여 측정하였다. 등온 경화시간에 따른 $T_g$의 변화 데이터를 임의로 설정된 기준 온도에서 수평 이동시켜 반응초기에 해당하는 속도우세 구간에서 서로 겹치게 하여 이때 필요한 이동 인자를 구하였으며, 이를 이용하여 활성화 에너지를 결정하였다. 또한 POSS가 $T_g$ 및 ${\alpha}$에 미치는 영향을 조사하였으며 이들의 관계를 알기위하여 DiBenedetto식을 이용하여 분석하였다.