• KIPS Transactions on Software and Data Engineering
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• v.7 no.2
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• pp.51-62
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• 2018

High utility sequential pattern (HUSP) mining has been considered as an important research topic in data mining. Although some algorithms have been proposed for this topic, they incur the problem of producing a large search space for HUSPs. The tighter utility upper bound of a sequence can prune more unpromising patterns early in the search space. In this paper, we propose a sequence expected utility (SEU) as a new utility upper bound of each sequence, which is the maximum expected utility of a sequence and all its descendant sequences. A sequence utility list for each pattern is used as a new data structure to maintain essential information for mining HUSPs. We devise an algorithm, high sequence utility list-span (HSUL-Span), to identify HUSPs by employing SEU. Experimental results on both synthetic and real datasets from different domains show that HSUL-Span generates considerably less candidate patterns and outperforms other algorithms in terms of execution time.

• KIPS Transactions on Software and Data Engineering
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• v.4 no.11
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• pp.499-508
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• 2015

High utility itemset(HUI) mining refers to the discovery of itemsets with high utilities which are not less than a user-specified minimum utility threshold, by considering both the quantities and weight factors of items in a transaction database. Recently the utility-list based HUI mining algorithms have been proposed to avoid numerous candidate itemsets and the algorithms need the costly join operations. In this paper, we propose a new HUI mining algorithm, using the utility-list with additional attributes of transaction utility and common utility of itemsets. The new algorithm decreases the number of join operations and efficiently prunes the search space. Experimental results on both synthetic and real datasets show that the proposed algorithm outperforms other recent algorithms in runtime, especially when datasets are dense or contain many long transactions.

• Magazine of korean Tunnelling and Underground Space Association
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• v.23 no.4
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• pp.49-57
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• 2021

• 한국공간정보시스템학회:학술대회논문집
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• 2003.11a
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• pp.114-117
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• 2003

이동통신망을 이용한 위치정보서비스는 사용자에게 그의 현재 지리적 위치에 근거한 서비스를 제공하는 것이다. 이 위치는 사용자가 들고 다니는 이동 전화기에 내장된 GPS 수신기나 통신이 일어난 지역을 관할하고 있는 통신 기지국의 지리적 위치를 통해 획득할 수 있다. 통신사에 의해 획득된 위치는 사용자에게 익숙하지 않은 십진수로 표시되는 좌표 값이다. 따라서 좌표 값을 사용자에게 친숙한 주소, 빌딩 이름 등으로 변환하는 과정을 거친 후 사용자에게 제공하여야 한다. 이러한 변환 과정에 유용하게 사용되는 것이 위치 유틸리티 서비스이다. 이것은 주소를 좌표로 변환하는 Geocoding 기능과 좌표를 주소로 변환하는 Reverse Geocoding 기능으로 구성되어 있다. 각각의 기능은 OpenLS에서 발표한 표준 사양을 구현하였으며, XML을 이용한 Web Service를 제공하여 상호운용성을 향상시켰다.

• Venture DIGEST
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• s.62
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• pp.14-14
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• 2004

벤처기업도 컴퓨터처럼 각자에게 주어진 임무와 역할을 수행함으로써 돌아가는 하나의 정교한 시스템이다. 각 부서의 벤처인들이 그 공간 안에서 맡은 책임을 다하며‘벤처OS’를 씽씽 돌리고 있는 것이다. 여러 운영체제에 두루 사용되는 유익한 유틸리티를 통해 벤처만이 가진 힘과 역량을 확인해 보자.

• Information Systems Review
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• v.15 no.3
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• pp.111-128
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• 2013

Conventions play important roles as tools for effective marketing. It will be able to understand the changes of particular industry's market, develop a new market and potential clients, and get a chance such as strategic network constructing. To support effective viewing of visitors, conventions have introduced a variety of ubiquitous computing technologies. This study introduces a case of applying the Utility Tag-based convention service system at the Cosmetics & Beauty Expo, Osong Korea 2013. The Utility Tag-based convention service system is constructed total three systems: (1) NFC Tag Management System; allowing effective access and management of NFC tags in various locations and objects, (2) Information Provide System; allowing participating vendors to manage information they want to provide information to visitors, and (3) Utility Tags; providing a variety of service to visitors for effective viewing in exhibition/convention space. This study first explores literature review and applying case related to ubiquitous computing in this field and introduces Applying an Utility Tag-based convention service system. In addition, we analyze visitors' behaviors and association rules by take advantage of collected touch data, present various possible for applications of the Utility Tag-based convention service system.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.20 no.1
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• pp.19-25
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• 2020

In frequent pattern mining, the uncertainty of each item is accompanied by a loss of information. AAlso, in real environment, the importance of patterns changes with time, so fuzzy logic must be applied to meet these requirements and the dynamic characteristics of the importance of patterns should be considered. In this paper, we propose a fuzzy utility mining technique for extracting frequent web page sets from web log databases through fuzzy utility-based web page set mining. Here, the downward closure characteristic of the fuzzy set is applied to remove a large space by the minimum fuzzy utility threshold (MFUT)and the user-defined percentile(UDP). Extensive performance analyses show that our algorithm is very efficient and scalable for Fuzzy Utility Mining using dynamic weights.

• Proceedings of the Korea Water Resources Association Conference
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• 2012.05a
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• pp.950-954
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• 2012

전력선통신 기술을 활용한 제어시스템은 홈네트워크, 유틸리티공장, 빌딩조명제어, 태양광 신재생 설비 등 다양한 산업영역에서 활용될 수 있는 통신 기술이다. 본 논고에서는 친수공간에서의 가로등 설비의 설치 및 운영에 있어서 전력선 통신을 활용한 통신시스템 구축 방법과 설계 시 고려사항을 연구하고 실 구축 사례연구를 통해 향후 친수공간에서의 전력선 통신방식의 조명제어시스템 구축방향을 제시하고자한다.

• KSCE Journal of Civil and Environmental Engineering Research
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• v.32 no.2D
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• pp.175-182
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• 2012

Korea Train Express (KTX) is now leading the train industry, heralding a new renaissance of transportation and changing the old construction-oriented policy to one based on customers' needs that intends to offer better service in speed, convenience, and space creation around the railroad stations. These new policies aims to provide differentiated 'utility' based services, with the commitment to environmentally friendly 'green growth'. Nevertheless, the new policy has the unspecified 'public' as its target and tends to change bus users to train users rather than automobile users to train users. Furthermore, due to the heavy dependence on automobiles, there exists the definite limit of the new policy to attract the automobile users to train services. The purpose of this paper is to analyze the car dependence in Seoul metropolitan area. Based on the analysis using structure equation modeling, it can be described that environment consciousness and public satisfaction level affect on the car dependence. Author concludes that emotional marketing needs to go with utility marketing and Incentive marketing to weaken the heavy dependence on automobiles and to successfully prompt the change to train services.

• Proceedings of the Korea Information Processing Society Conference
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• 2013.11a
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• pp.376-377
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• 2013

스마트폰이 도입된지 불과 몇 년만에 모바일 컴퓨팅은 이제 생활과 밀접한 다양한 콘텐츠를 소비하고 공유할 수 있는 공간이자 도구가 되었다. 이제 우리의 일상은 스마트 폰의 어플리케이션이나 SNS 등을 이용해 보다 합리적인 정보 탐색을 위하여 얻고자 하는 정보를 검색하고 실시간으로 공유한다. 최근 선호하는 스마트폰 어플리케이션은 오락, 유틸리티, 소셜 네트워크의 비중이 크다. 본 논문에서는 이러한 스마트 폰의 흐름에 발 맞춰, Android기반 게임 애플리케이션을 구현하고자 한다. 본 애플리케이션은 컴퓨터에서만 즐길 수 있던 게임에서 벗어나 보다 접근성이 편리한 스마트폰에서 실행할 수 있을 뿐 아니라 커뮤니케이션 인프라(별점 주기, 랭킹)와 item shop 기능을 제공한다. 본 연구에서는 더블버퍼링, 각종 센서, Surface View 등을 활용하여 스마트폰 게임 애플리케이션을 제작한다.