• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.11 no.1
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• pp.93-102
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• 2011

In this paper we describe an efficient and easy to use network monitoring system which can identify network configuration automatically by means of capturing and analyzing the ARP broadcasting packets. After identifying network nodes, it gathers detail information of each node such as NETBIOS name and number of hop counts using ICMP and then shows subnet configuration with graphical method. This monitoring system also has a subset of intrusion detection system that can monitor any port scanning trial. With this automatic network configuration functions, it helps to lessen address keeping track overhead which is crucial for network monitoring so that it provides efficient network management.

• The monthly packaging world
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• s.261
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• pp.48-65
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• 2015

(사)한국포장협회는 지난 해 7월 1일부터 총 86개 회원사를 대상으로 "회원사 실태조사 사업"을 추진함으로써 업계의 매출 규모를 비롯해, 재직 인원, 연구개발 및 품질 관리 실태, 그리고 내수 및 대외 수출 활동 현황, 경쟁력 여부 등을 중심으로 조사한 결과 "2014년도 (사)한국포장협회 회원사 실태조사 결과"를 발표했다. 결과 자료는 54개사 회원사들의 설문조사 결과와 32개사의 워크넷 기업정보 및 전자공시시스템 내용을 바탕으로 작성됐으며, 협회는 조사 결과를 바탕으로 2015년부터 추진하는 회원사 상황별 수출 지원을 위한 기초자료로 적극 반영하는 동시에 국내외에 협회 회원사 홍보자료로 적극 활용함은 물론, 대정부 패키징 산업 지원정책(국고 활용)을 유도하기 위한 자료 및 관련 단체와의 협력관계 구축을 위한 정보교류용 등 다방면으로 활용할 계획이다. 협회의 회원사 실태조사는 향후 매 2년 마다 업데이트 될 예정이다. 본 고에서는 실태조사 주요 내용을 살펴보도록 한다.

• JOURNAL OF ELECTRICAL WORLD
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• s.293
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• pp.62-66
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• 2001

일본에서는 다가올 ''통신과 방송의 융합'', ''초고속넷 인프라 정비$\cdot$경쟁 정책''을 배경으로, 다양화하는 디지털미디어를 통합한 브로드밴드 네트워크를 활용한 멀티미디어 콘텐츠의 유통시장이 급속히 확대될 것으로 예상되고 있다. 행정상 각종 인프라 정비를 비롯하여 각 관계관청이 연대하여 공공분야 등의 정보화 추진을 위한 예산조치가 강구되고 있어, 시장규모 확대에 공헌하고 있다. 미쓰비시전기에서는 각종 공공분야의 정보화와 소비자를 대상으로 하는 디지털정보유통의 니즈에 대응하는 기반기술의 개발, 각종 솔루션의 정비, 콘텐츠제작 서비스의 제공 등을 미쓰비시 정보시스템솔루션(''Co. Solution'')의 멀티미디어 정보유통솔루션으로 정비하여 공급할 것을 추진하고 있다. 금후 통신과 방송이 융합하여 전혀 새로운 서비스가 제공되는 고도정보통신 사회의 도래가 예감되는 한편, 앞으로 다루어야 할 정보의 다양화, 데이터양의 증대, 콘텐츠의 다목적이용, 보다 사용하기 쉬운 유저인터페이스의 요구 등 넘어야 할 기술적 과제도 많은 실정이다. 동사에서는 고도정보화사회의 실현을 위해 보다 더 기술개발과 멀티미디어 정보유통솔루션의 충실에 노력을 경주할 것이다.

• Proceedings of the Korean Information Science Society Conference
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• 2010.06c
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• pp.279-284
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• 2010

최근 컴퓨터와 네트워크의 기술 발달로 멀티미디어 데이터가 폭발적으로 증가하고 있다. 따라서 정보검색 시스템도 텍스트 데이터 위주에서 벗어나 멀티미디어 데이터 검색이 큰 비중을 차지하고 있다. 또한 멀티미디어 데이터 질의어처리도 기술적인 변화와 함께 다양한 질의어 확장으로 검색의 정확성을 높이고 있다. 본 논문에서는 인간의 감성에 대한 '재미' 주제 온톨로지를 구축하여 질의어 확장에 응용하였고, 한편의 동영상에서 재미 요소를 찾아내는 멀티미디어 데이터 검색 시스템을 구축하였다. 온톨로지 구축은 한글 워드넷(KorLex)에서 "재미"라는 특정 감소 요소의 의미 계층 구조를 파악하고 토픽맵을 이용하여 구축하였다. 또한, 온톨로지에 정의된 용어들 사이의 가중치는 실시간으로 계산하여 질의어를 확장에 적용하였으며, 따라서 검색의 효율성과 질을 높였다. 검색방법은 사용자가 질의어를 직접 입력하는 텍스트 입력 검색과 온톨로지 구조를 이용한 GUI 인터페이스 검색방법으로 나누어 사용자의 편의성을 증대시켰다.

• The Journal of the Korea institute of electronic communication sciences
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• v.12 no.5
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• pp.797-804
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• 2017

A social network is a typical social science environment with both network and iteration characteristics. This research presents a reaction analysis model of how each node responds to social networks when given input such as promotions or incentives. In addition, the setting value of a specific node is changed while examining the response of each node. And we try to understand the reactions of the nodes involved. The reaction analysis model is constructed by applying various techniques such as unidirectional, fuzzy set, weighting, and cyclic feedback, so it can accommodate the complicated environment of practice. Finally, the implementation model is implemented using Vensim rather than NetLogo because it requires repetitive input, change of setting value in real time, and analysis of association between nodes.

• Journal of the Korea Institute of Information Security & Cryptology
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• v.33 no.6
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• pp.1033-1042
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• 2023

This paper proposes a network intrusion detection system that identifies abnormal flows within the network. The majority of datasets commonly used in research lack time-series information, making it challenging to improve detection rates for attacks with fewer instances due to a scarcity of sample data. However, there is insufficient research regarding detection approaches. In this study, we build upon previous research by using the Artificial neural network(ANN) model and a stack ensemble technique in our approach. To address the aforementioned issues, we incorporate temporal information by leveraging adjacent flows and enhance the learning of samples from sparse attacks, thereby improving both the overall detection rate and the detection rate for sparse attacks.

• Journal of KIISE:Computing Practices and Letters
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• v.6 no.6
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• pp.643-656
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• 2000

MPOA proposed and standardized by the ATM Forum is a protocol tllat provides effective bridging and routing for ATM networks in a diverse network environment. Its plimary goal is to transfer unicast data effectively among the subnets. In this paper, MPOA components are implemented using the SDL(Specification and Description Language) which the ITU has standardized for the development of communication systems. In addition, MPOA procedures for various operations such as address translation for packets from upper layers, Ingress/Egress cache management and shortcut configuration, are examined with tlle help of the SDT(SDL Design Too]) simulator.

• Journal of the Korea Society of Computer and Information
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• v.12 no.6
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• pp.21-30
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• 2007

Simulation means modeling structures or behaviors of the various objects, and experimenting them on the computer system. And the major approaches are DEVS(Discrete Event Systems Specification). Petri-net or Automata and so on. But, the simulation problems are getting more complex or complicated these days, so that an intelligent agent-based is being studied. In this paper, we are describing an intelligent agent-based simulation tool, which can supports the simulation experiment more efficiently. The significances of our system can be described as follows. First, the system can provide some AI algorithms through the system libraries. Second, the system supports simple method of designing the simulation model, since it's been built under the Finite State Machine (FSM) structure. And finally, the system acts as a simulation framework by supporting user not only the simulation engine, but also user-friendly tools, such as modeler scriptor and simulator. The system mainly consists of main simulation engine, utility tools, and some other assist tools, and it is tested and showed some efficient results in the three different problems.

• Journal of Intelligence and Information Systems
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• v.22 no.4
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• pp.247-264
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• 2016

With the rapid acceleration of low-birth rate and population aging, the employment of the neglected groups of people including the middle aged class is a crucial issue in South Korea. In particular, in the 2010s, the number of the middle aged who want to find a new job after retirement age is significantly increasing with the arrival of the retirement time of the baby boom generation (born 1955-1963). Despite the importance of matching jobs to this emerging middle aged class, private job portals as well as the Korean government do not provide any online job service tailored for them. A gigantic amount of job information is available online; however, the current recruiting systems do not meet the demand of the middle aged class as their primary targets are young workers. We are in dire need of a specially designed recruiting system for the middle aged. Meanwhile, when users are searching the desired occupations on the Worknet website, provided by the Korean Ministry of Employment and Labor, users are experiencing discomfort to search for similar jobs because Worknet is providing filtered search results on the basis of exact matches of a preferred job code. Besides, according to our Worknet data analysis, only about 24% of job seekers had landed on a job position consistent with their initial preferred job code while the rest had landed on a position different from their initial preference. To improve the situation, particularly for the middle aged class, we investigate a soft job matching technique by performing the following: 1) we review a user behavior logs of Worknet, which is a public job recruiting system set up by the Korean government and point out key system design implications for the middle aged. Specifically, we analyze the job postings that include preferential tags for the middle aged in order to disclose what types of jobs are in favor of the middle aged; 2) we develope a new occupation classification scheme for the middle aged, Korea Occupation Classification for the Middle-aged (KOCM), based on the similarity between jobs by reorganizing and modifying a general occupation classification scheme. When viewed from the perspective of job placement, an occupation classification scheme is a way to connect the enterprises and job seekers and a basic mechanism for job placement. The key features of KOCM include establishing the Simple Labor category, which is the most requested category by enterprises; and 3) we design MOMA (Middle-aged Occupation Matching Algorithm), which is a hybrid job matching algorithm comprising constraint-based reasoning and case-based reasoning. MOMA incorporates KOCM to expand query to search similar jobs in the database. MOMA utilizes cosine similarity between user requirement and job posting to rank a set of postings in terms of preferred job code, salary, distance, and job type. The developed system using MOMA demonstrates about 20 times of improvement over the hard matching performance. In implementing the algorithm for a web-based application of recruiting system for the middle aged, we also considered the usability issue of making the system easier to use, which is especially important for this particular class of users. That is, we wanted to improve the usability of the system during the job search process for the middle aged users by asking to enter only a few simple and core pieces of information such as preferred job (job code), salary, and (allowable) distance to the working place, enabling the middle aged to find a job suitable to their needs efficiently. The Web site implemented with MOMA should be able to contribute to improving job search of the middle aged class. We also expect the overall approach to be applicable to other groups of people for the improvement of job matching results.

• Journal of Korea Spatial Information System Society
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• v.12 no.1
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• pp.28-36
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• 2010

Some context is characterized by a single event in computing environment, but many other contexts are determined by a lot of things which occur with a space and a time. The Realtime Sensor Network context-awareness service that interacts with the physical space can have property such as time. A methodology that is specified the relationship between the contexts and the service needs to be developed to Realtime context-awareness deal with spatio-temporal. In this paper, we propose an approach which should include spatio-temporal property in the context model, and verify its effectiveness using enhanced Petri-Net. The context-awareness service modeling of Realtime Sensor Network is discussed the properties of model such as basic Petri-Net, patterned Petri-Net, or Spatio-temporal Petri-Net. The proposed methodology demonstrated using an example that is SAEMANGUEM warming watching system. The use of Spatio-temporal Petri-Net will contribute not only to develop the application but also to model the spatio-temporal context awareness.