• 한국경영과학회지
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• 제28권3호
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• pp.135-148
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• 2003

In this paper we introduce the Internet-based purchase support systems using data mining and case-based reasoning (CBR). Internet Business activity that involves the end user is undergoing a significant revolution. The ability to track users browsing behavior has brought the vendor and end customer's closer than ever before. It is now possible for a vendor to personalize his product message for individual customers at massive scale. Most of former researchers, in this research arena, used data mining techniques to pursue the customer's future behavior and to improve the frequency of repurchase. The area of data mining can be defined as efficiently discovering association rules from large collections of data. However, the basic association rule-based data mining technique was not flexible. If there were no inference rules to track the customer's future behavior, association rule-based data mining systems may not present more information. To resolve this problem, we combined association rule-based data mining with CBR mechanism. CBR is used in reasoning for customer's preference searching and training through the cases. Data mining and CBR-based hybrid purchase support mechanism can reflect both association rule-based logical inference and case-based information reuse. A Web-log data gathered in the real-world Internet shopping mall is given to illustrate the quality of the proposed systems.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2012년도 추계학술대회
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• pp.709-711
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• 2012

사용자 인터페이스 기술은 사용자의 선택에 따른 UI를 적용할 수 있는 기술로 최근 사용자 편리를 위한 인터페이스에 대한 연구가 이루어지고 있다. 이를 위해 W3C에서도 다양한 디바이스 환경에서 N-스크린 서비스, 일관된 서비스 제공 및 사용자의 선호도에 따른 UI 적응 서비스를 지원하기 위한 다양한 연구가 진행 중에 있다. 이에 본 논문에서는 사용자의 편의를 위한 UI를 개발하는 데 있어 기본적인 모델 기반의 사용자 인터페이스 기술에 대해 연구하였다. 이는 웹 응용 어플리케이션 적용 방안 기술 확보 및 차세대 웹 어플리케이션을 적용하는데 활용될 것이다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권7호
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• pp.1935-1950
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• 2023

The arrival of the Internet of Things and 5G technology enables users to rely on edge computing platforms to process massive data. Data sharing based on edge computing refines the efficiency of data collection and analysis, saves the communication cost of data transmission back and forth, but also causes the privacy leakage of a lot of user data. Based on attribute-based encryption and blockchain technology, we design a fine-grained access control scheme for data in edge computing, which has the characteristics of verifiability, support for outsourcing decryption and user attribute revocation. User attributes are authorized by multi-attribute authorization, and the calculation of outsourcing decryption in attribute encryption is completed by edge server, which reduces the computing cost of end users. Meanwhile, We implemented the user's attribute revocation process through the dual encryption process of attribute authority and blockchain. Compared with other schemes, our scheme can manage users' attributes more flexibly. Blockchain technology also ensures the verifiability in the process of outsourcing decryption, which reduces the space occupied by ciphertext compared with other schemes. Meanwhile, the user attribute revocation scheme realizes the dynamic management of user attribute and protects the privacy of user attribute.

• 한국IT서비스학회지
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• 제12권2호
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• pp.335-348
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• 2013

Vessel PMS (Planned Maintenance System) is a paper and/or software based system to monitor vessel engine equipment including main propulsion, steering, auxiliary machinery and cargo handling information. This is one of mandatory survey for vessel introduced by IMO (International Maritime Organization). The planned maintenance as well as documentation must be performed according to a system to be approved by classification agencies. Recently, vessel owners have preferred software based systems to collect and preserve accurate data. However, not ship specific and not taking into account the user are said by end users as operational difficulties. To relieve these concerns, this research analyzes vessel PMS data, suggests a middleware to support automatic collection and design consideration of user interface.

• 예술인문사회 융합 멀티미디어 논문지
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• 제6권10호
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• pp.549-564
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• 2016

고비용 생산구조, 중국 제조업의 가파른 성장과 해외 생산 증가로 생산기반 약화를 겪는 국내 제조업의 현 시점에서 성장성 복원을 위해 사용자 특성정보를 발굴하여 DB 시스템을 통해 사용자의 인지 감성 정보기반의 제품 설계를 지원할 수 있는 통합 시스템의 구축이 요구되고 있다. 본 연구에서는 제조업 분야 중 주력사업인 정보기기 업체를 대상으로 인지 및 감성 정보를 활용한 사용자 중심 제품설계 지원 시스템 구축에 앞서 제조업 실수요자들의 요구사항을 분석하여 실제 적용이 가능한 시스템의 설계 방향을 정의하는데 목적을 두고 있다. 관련 6개의 제조업체와 in-depth interview를 통해 현 제품 제조 프로세스, 제품 제작 시 활용 데이터, 인지 감성 정보 데이터의 유무와 사용방식, 인지 및 감성 정보를 활용한 사용자 중심 제품설계 지원시스템의 필요도 조사를 수행하였다. 이를 통해 사용자 특성정보, 특히 중소 제조업체가 개별적으로 조사 할 수 없는 인지 감성 사용자 데이터에 초점을 둔 디자인 지원 시스템에 대한 필요도를 확인하였다.

• 대한임베디드공학회논문지
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• 제4권2호
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• pp.79-83
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• 2009

Streaming Technology can support the real-time playback without downloading and storing multimedia data in local HDD. So, client browser or plug-in can represent multimedia data before the end of file transmission using streaming technology. Recently, the demand for efficient real-time playback and transmission of large amounts of multimedia data is growing rapidly. But most users' connections over network are not fast and stable enough to download large chunks of multimedia data. In this paper, we propose an intelligent IP streaming system based on personalized media service. The proposed IP streaming system enables users to get an intelligent recommendation of multimedia contents based on the user preference information stored on the streaming server or the home media server. The supposed intelligent IP streaming system consists of Server Metadata Agent, Pumping Server, Contents Storage Server, Client Metadata Agent and Streaming Player. And in order to implement the personalized media service, the user information, user preference information and client device information are managed under database concept. Moreover, users are assured of seamless access of streamed content event if they switch to another client device by implementing streaming system based on user identification and device information. We evaluate our approach with manufacturing home server system and simulation results.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제8권2호
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• pp.618-633
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• 2014

Relay technology is becoming more important for mobile communications and wireless internet of things (IoT) networking because of the extended access network coverage range and reliable quality of service (QoS) it can provide at low power consumption levels. Existing mobile multihop relay (MMR) technology uses fixed-point stationary relay stations (RSs) and a divided time-frame (or frequency-band) to support the relay operation. This approach has limitations when a local fixed-point stationary RS does not exist. In addition, since the time-frame (or frequency-band) channel resources are pre-divided for the relay operation, there is no way to achieve high channel utilization using intelligent opportunistic techniques. In this paper, a different approach is considered, where the use of mobile/IoT devices as RSs is considered. In applications that use mobile/IoT devices as relay systems, due to the very limited battery energy of a mobile/IoT device and unequal channel conditions to and from the RS, both minimum energy consumption and QoS support must be considered simultaneously in the selection and configuration of RSs. Therefore, in this paper, a mobile RS is selected and configured with the objective of minimizing power consumption while satisfying end-to-end data rate and bit error rate (BER) requirements. For the RS, both downlink (DL) to the destination system (DS) (i.e., IoT device or user equipment (UE)) and uplink (UL) to the base station (BS) need to be adaptively configured (using adaptive modulation and power control) to minimize power consumption while satisfying the end-to-end QoS constraints. This paper proposes a minimum transmission power consuming RS selection and configuration (MPRSC) scheme, where the RS uses cognitive radio (CR) sub-channels when communicating with the DS, and therefore the scheme is named MPRSC-CR. The proposed MPRSC-CR scheme is activated when a DS moves out of the BS's QoS supportive coverage range. In this case, data transmissions between the RS and BS use the assigned primary channel that the DS had been using, and data transmissions between the RS and DS use CR sub-channels. The simulation results demonstrate that the proposed MPRSC-CR scheme extends the coverage range of the BS and minimizes the power consumption of the RS through optimal selection and configuration of a RS.

• 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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• 제6권1호
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• pp.1-10
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• 2000

Spatial analysis in GIS provides an important way that helps the end-users decision-making. For such a reason, query model for analysis should be able to support the users view conceptually in constructing query statements. The traditional approaches in design of query model used to extend the functionality of model that basically designed for manipulation of attribute-operations by appending operators for spatial operations to the query statements of model. However, by the reason of spatial operation's characteristics that are different from those of attribute operations In nature, the structures of query statements in previous approaches are unnatural, inconsistent, and therefore those query models in previous approaches are not able to support the users view in retrieving analysis. In this paper, we proposed the methodology for constructing of user query and internal processing this query based on object-oriented paradigm, in the view of spatial operations by using the basic concept that spatial query is a methodology for spatial analysis. In addition, we presented a strong possibility of designing spatial query model that might actively have interaction with its user by implementing CIW(Class-Information Window) query interface corresponded with the methodology proposed in this paper.

• 한국정보통신학회논문지
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• 제20권12호
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• pp.2219-2225
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• 2016

이동통신망에서는 채널 사용을 극대화하기 위하여 제한된 송신 전력으로 멀티미디어 트래픽을 지원해야 한다. 실시간 전송 기반의 데이터들은 지연에 민감하므로 이를 고려해야 하고, 비실시간성 데이터는 비교적 지연에 둔감하므로 패킷 손실에 유연하게 대처할 수 있다. 따라서 제한된 송신 전력으로 멀티미디어 트래픽을 지원하여야 하므로 하향 링크 전력을 최소로 유지하면서 QoE 제약 조건을 충족시키는 방안이 필요하다. 전송률의 증가에 따라 소비되는 전력이 크게 증대되므로 다양한 이동 멀티미디어 서비스를 지원하기 위해서는 에너지 소비 절감 기술이 요구된다. 또한 인터넷 기반의 멀티미디어 서비스는 자원 요구량, QoE 요건이 상이하므로 적응적인 전력 관리가 필수적이다. 따라서 본 논문에서는 QoE을 일정 수준으로 충족시키면서 전력 소모를 최소화하기 위한 방안을 제안한다.

• 한국방송∙미디어공학회:학술대회논문집
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• 한국방송공학회 2010년도 하계학술대회
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• pp.360-363
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• 2010

Streaming Technology can support the real-time playback without downloading and storing multimedia data in local HDD. So, client browser or plug-in can represent multimedia data before the end of file transmission using streaming technology. Recently, the demand for efficient real-time playback and transmission of large amounts of multimedia data is growing rapidly. But most users' connections over network are not fast and stable enough to download large chunks of multimedia data. In this paper, we propose an intelligent IP streaming system based on personalized media service. The proposed IP streaming system enables users to get an intelligent recommendation of multimedia contents based on the user preference information stored on the streaming server or the home media server. The supposed intelligent IP streaming system consists of Server Metadata Agent, Pumping Server, Contents Storage Server, Client Metadata Agent and Streaming Player. And in order to implement the personalized media service, the user information, user preference information and client device information are managed under database concept. Moreover, users are assured of seamless access of streamed content event if they switch to another client device by implementing streaming system based on user identification and device information. We evaluate our approach with manufacturing home server system and simulation results.