• Journal of Korea Society of Industrial Information Systems
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• v.27 no.5
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• pp.1-11
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• 2022

With the development of deep learning technology, various research and development are underway to estimate preference rankings through learning, and it is used in various fields such as web search, gene classification, recommendation system, and image search. Approximation algorithms are used to estimate deep learning-based preference ranking, which builds more than k comparison sets on all comparison targets to ensure proper accuracy, and how to build comparison sets affects learning. In this paper, we propose a k-disjoint comparison set generation algorithm and a k-chain comparison set generation algorithm, a novel algorithm for generating paired comparison sets for crowd-sourcing-based deep learning affinity measurements. In particular, the experiment confirmed that the k-chaining algorithm, like the conventional circular generation algorithm, also has a random nature that can support stable preference evaluation while ensuring connectivity between data.

• Journal of Korea Society of Industrial Information Systems
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• v.27 no.4
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• pp.1-10
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• 2022

Attempts to interpret human perspectives using computer vision have been developed in various fields. In this paper, we propose a method for evaluating the walking environment through semantic segmentation results of images from road images. First, the Kakao Map API was used to collect road images, and four-way images were collected from about 50,000 points in JeonJu. 20% of the collected images build datasets through crowdsourcing-based paired comparisons, and train various regression models using paired comparison data. In order to derive the walkability score of the image data, the ranking score is calculated using the Trueskill algorithm, which is a ranking algorithm, and the walkability and analysis using various regression models are performed using the constructed data. Through this study, it is shown that the walkability of Jeonju can be evaluated and scores can be derived through the correlation between pixel distribution classification information rather than human vision.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.14 no.3
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• pp.1422-1427
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• 2013

This paper proposed a movie retrieval system based on sentimental keywords extracted from user's movie reviews. At first, sentimental keyword dictionary is manually constructed by applying morphological analysis to user's movie reviews, and then keyword weights in the dictionary are calculated for each movie with TF-IDF. By using these results, the proposed system classify sentimental categories of movies and rank classified movies. Without reading any movie reviews, users can retrieve movies through queries composed by sentimental keywords.

• Proceedings of the Korean Society of Computer Information Conference
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• 2013.01a
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• pp.59-60
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• 2013

본 논문에서는 Windows Phone 7 기반의 모바일 게임을 설계하고 구현한다. 이 게임은 XNA Framework를 사용하여 개발하기 때문에 상속받은 코드들을 자동으로 생성하고, 게임 개발 관련 콘텐트 리소스의 등록 및 게임 로직을 해당 메소드에 구현한다. 이 게임의 특징은 슈팅(shooting), 이미지, 랭킹시스템 등의 3개 요소를 고려하여 개발한 것이다. 다양한 물고기 캐릭터를 사용하였으며 복싱에서 연상되는 펀치를 도입하여 움직이는 물고기를 펀치로 잡아 점수를 얻는 것이다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2013.01a
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• pp.173-174
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• 2013

최근 다양한 모바일 기기의 발달로 인하여 새로운 응용 애플리케이션의 기술력도 같이 성장하고 있다. 이런 성장과 더불어 게임 애플리케이션도 다양화 되고 있으나 고전게임, 그 중에서도 개발이 가장 빈약한 비행기 슈팅게임에 센서기능을 추가해서 화면터치만을 이용한 대부분의 게임 진행방식을 가속도 센서를 이용하여 비행기 기체를 움직일 수 있도록 다른 게임 애플리케이션과는 차이를 두었고, 또 JSON을 사용하여 로그인 및 회원가입 그리고 랭킹 시스템을 추가시켜 게임을 더 즐길 수 있도록 하였다. 이를 통해 중장년층에게 스마트폰의 새로운 기능인 센서와 스마트폰 게임 애플리케이션에 한층 가까워질 수 있는 계기를 제공하였다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2015.01a
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• pp.71-72
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• 2015

본 논문에서는 게임 개발 관련 콘텐츠 리소스의 등록 및 게임 로직을 해당 메소드로 구현 가능한 XNA Framework를 사용하여 모바일 게임 Cafe runner를 개발한다. 이 게임의 특징은 카페 안의 장애물을 피하고, 원두를 취득하여 점수를 얻는 게임으로 슈팅(shooting), 이미지, 랭킹시스템 등의 3개 요소를 고려하여 개발한다. Cafe runner은 메인 화면의 왼쪽 상단 하트 3개가 사라질 때까지 진행되며, 장애물에 부딪히거나 절벽에 떨어지면 게임은 종료된다.

• Journal of the Korean Society for Precision Engineering
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• v.13 no.9
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• pp.46-53
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• 1996

This paper describes some research works of computer-aided design of blanking and piercing for stator and rotor parts and irregularly shaped sheet metal by press. An approach to the system is based on knowledge based rules. The process planning system by considering a blank layout for nesting of irregularly shaped sheet metal and an improved strip layout for stator and rotor parts and irregularly shaped sheet metal is implemented. Using this system, design parameters(utilization ratio, slitting width, pitch, working order, die blank shapes) are determined and output is generated in graphic forms. Knowledges for blank layout and strip layout are extracted from the plasticity theories, handbooks, relevant references and empirical know-hows of experts in blanking companies. The implemented system provides powerful capabilities for process planning of stator and rotor parts and irregularly shaped sheet metal.

• IE interfaces
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• v.19 no.2
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• pp.168-173
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• 2006

In the Reporting Cell Location Management (RCLM) system, a subset of cells in the network is designated as the reporting cells. Each mobile terminal performs location update only when it enters one of these reporting cells. When a call arrives, the paging is confined to the reporting cell the user last reported and the neighboring bounded non-reporting cells. Frequent location update may result in degradation of quality of service due to interference. Miss on the location of a mobile terminal will necessitate a search operation on the network when a call comes in. We must decide the number of reporting cells and which cell should be reporting cell to balance the registration (location update) and search (paging) operations to minimize the cost of RCLM system. This paper proposes a ranking ant colony system (RACS) for optimization of RCLM system.

• Proceedings of the Korean Society of Precision Engineering Conference
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• 1994.10a
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• pp.642-647
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• 1994

This paper describes some research works of computer-aided design of blanking & piercing progressive die for stator and rotor parts by the press. An approach to the system is based on knowledge based rules. The developed system is composed of five main modules such as input & graphic interface, blanking feasibility check, strip layout, die layout and output module. Using this system, design parameters (geometric shapes, die generated in dimensions and dimensions of tool elements) are determined and output is generated in graphic form. Knowledges for tool design are extracted from the plasticity theories, handbooks, relevent references and empirical know-hows of experts in blanking companies. The developed system provides powerful capabilities for process planning and die design of stator and rotor parts.

• Proceedings of the Korean Information Science Society Conference
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• 1998.10b
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• pp.102-104
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• 1998

공간 질의 제약조건 검증을 위해서는 다양한 공간객체와 이에 대응하는 복잡한 공간 연산자를 고려한 최적화가 필요하다. 그러나 이에 대한 연구가 아직은 미진한 상태이고, 공간 데이터베이스 시스템의 공간 술어는 기존의 단순 비교 술어와 비교할 때 수행시 많은 시간이 소비되기 때문에 기존의 질의 최적화 기법을 공간 최적화 기법에 적용하기에는 부적합하므로 공간 술어가 포함된 제약 조건이나 질의에 대해 효과적인 최적화 기법의 확장이 요구된다. 본 논문에서는 공간 제약조건 검증시 최적의 수행계획을 얻기 위하여 먼저 중복되는 공간 연산을 제거하고 공간 연산을 위한 선택인자와 복잡도를 계산하여 산출된 랭킹을 기반으로 재배치 기법을 사용하는 공간 제약조건 최적화 기법을 제안한다. 제안된 기법은 선택인자와 데이터베이스 접근시간 뿐만 아니라 공간 연산의 복잡도까지 반영하므로 최적화된 수행계획을 얻을 수 있는 장점을 지니고 있으며, 향후 공간 질의의 최적화 기법에도 적용이 가능하다.