• Title/Summary/Keyword: situation model

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A Study on Automatic Discovery and Summarization Method of Battlefield Situation Related Documents using Natural Language Processing and Collaborative Filtering (자연어 처리 및 협업 필터링 기반의 전장상황 관련 문서 자동탐색 및 요약 기법연구)

  • Kunyoung Kim;Jeongbin Lee;Mye Sohn
    • Journal of Internet Computing and Services
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    • v.24 no.6
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    • pp.127-135
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    • 2023
  • With the development of information and communication technology, the amount of information produced and shared in the battlefield and stored and managed in the system dramatically increased. This means that the amount of information which cansupport situational awareness and decision making of the commanders has increased, but on the other hand, it is also a factor that hinders rapid decision making by increasing the information overload on the commanders. To overcome this limitation, this study proposes a method to automatically search, select, and summarize documents that can help the commanders to understand the battlefield situation reports that he or she received. First, named entities are discovered from the battlefield situation report using a named entity recognition method. Second, the documents related to each named entity are discovered. Third, a language model and collaborative filtering are used to select the documents. At this time, the language model is used to calculate the similarity between the received report and the discovered documents, and collaborative filtering is used to reflect the commander's document reading history. Finally, sentences containing each named entity are selected from the documents and sorted. The experiment was carried out using academic papers since their characteristics are similar to military documents, and the validity of the proposed method was verified.

A Stochastic Partial Backorder Inventory System with a linear Backorder Ratio (선형 부재고비율(線形 負在庫比率)을 갖는 확률적 부분부재고(確率的 部分負在庫)시스템에 관한 연구(硏究))

  • Lee, Kang-Woo
    • Journal of Korean Institute of Industrial Engineers
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    • v.20 no.3
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    • pp.105-116
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    • 1994
  • This paper presents an inventory model with partial backorders for the situation in which demand is deterministic, lead time follows normal distribution and back order ratio during the stockout period varies in proportion to the length of backorder period In this situations, an objective function is formulated to minimize a time-proportional backorder cast and a fixed penalty cost per unit lost. And then the procedure of iterative solution method for the model is developed to find optimal reorder paint and order quantity and a numerical example to illustrate the proposed method is presented.

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A New Approach of TPM Activities in Korea (TPM 활동의 한국적 접근방식)

  • 최진욱;유정상;고현우
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.19 no.40
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    • pp.219-231
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    • 1996
  • TPM was introduced to industries of Korea in the middle of the 80's. Thereafter, the reorganization of Korean industrial structure brought out the spread of TPM activities. However, TPM activities in Korean industries seem to be inferior to those in Japanese industries. We think this situation has occurred, because many Korean industries have directly applied the TPM model developed by Japanese industries without adjustment. In this paper, based on consulting experience, we present a TPM model that is suitable to the culture of Korean industries and can be a means of improving a competitive power of company.

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A study on Group Technology using the multi-job machine (다작업이 가능한 기계하의 GT에 관한 연구)

  • 전용덕
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.16 no.27
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    • pp.83-89
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    • 1993
  • In order to model the Group Technology Problem three formulations are used, that is, generally the following formulations are used: (1) Matrix formulation, (2) Mathematical programming formulation, (3) Graph formulation. In the case of Matrix formulation, it is difficult to discribe the situation using the multi-job machine. But this paper proposed the model of Group Technology using the multi-job machin, taking the method of making practical application of principle of similarity coefficient.

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Effects of Objective, Subjective variables on the household economic well-being (가정경제복지에 대한 객관적, 주관적 평가 변인의 영향력)

  • 고보선
    • Journal of the Korean Home Economics Association
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    • v.33 no.6
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    • pp.269-280
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    • 1995
  • This study focused on examining the effects of Objective, Subjective variables on the household economic well-being. Data were collected from 254 financial managers in Seoul. City. Results show that the Causal model supported hypothesis. Almost of the hypothesis were supported and Perceived adequacy of resources variable was mediated between Input variables and Satisfaction with financial situation variable. The present study implicated that this model apply to family resource management research.

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A Study of Computer-Based Discrete Mathematics Focused on the Leslie Matrix Model (컴퓨터 기반의 이산수학에 관한 연구 -Leslie 행렬 모델을 중심으로-)

  • 김민경
    • The Mathematical Education
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    • v.38 no.2
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    • pp.189-197
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    • 1999
  • Discrete mathematics allows students to examine and explore unique, special problem situations which were not used to solve problems by paper-and-pencil procedures or applying common formulas. The use and integration of accessible computer-related technologies such as 'Mathematics' or 'Maple' software programs enables students to explore problem situation dramatically. This study shows that it is possible to introduce computer-based discrete mathematics focused on the Leslie matrix model as modeling age-specific population growth to high school students.

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Dynamic Progrmming Application in Determining the Optimal Replacement Time of Equipment (동적계획에 의한 장비최적교체시기 결정)

  • Jeong, Hyeon-Tae
    • Journal of Korean Society for Quality Management
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    • v.14 no.1
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    • pp.61-66
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    • 1986
  • Many papers have suggested various models how to decide an optimal time for replacing equipment. In this study, Dynamic Programming is applied to establish a model of replacing equipment and a new algorithm is developed for computerization to meet the increased number of variables. It is possible to predict the real situation with higher accuracy by employing the proposed model including more variables such as planning horizon, original cost, salvage value, decreasing rate, operating and maintenance costs, increasing rate, and so on.

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An optimal regulation for environmental pollution control in oligopoly (과점시장의 환경오염 규제를 위한 최적유인제도에 관한 연구)

  • 김재철;이상호
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1993.10a
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    • pp.194-211
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    • 1993
  • This paper proposes an optimal incentive scheme for environmental pollution and output control in oligopoly markets under asymmetric information situation where the regulator has no information about each firm's technology on output productions and pollution abatements. We compare two interesting optimal incentive schemes (one is static model previously proposed and the other is dynamic model suggested in this paper), analyze features of these schemes, and carefully discuss its relevances to other schemes.

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A mono-material tactile sensor with multi-sensing properties

  • Shida, Katsunori;Yuji, Junnichiro
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.587-592
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    • 1994
  • To realize artificial device with sensing ability of the human skin, a mono-material tactile sensor with three sensing functions made of some elastic thin electro-conductive rubber sheet with eight latticed patch elements is proposed. This trial sensor provides the information of three kinds of model material characteristics such as thermal property, hardness property and the surface situation of materials by setting up three kinds of surface models as test materials. It can be finally expected to estimate unknown model materials by analyzing the data of the sensor.

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Leakage detection of pipeline system based on modeling and identification (모델링과 검증에 의한 파이프 라인 시스템의 유출 탐지)

  • ;;;Lee, K. S.;Song, H. K.
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10a
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    • pp.905-910
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    • 1991
  • This paper presets a leakage detection method based on modeling the leakage in pipeline systems. For gas pipeline systems, a method based on the state space model is suggested. For liquid pipeline systems, an experiment based on the static model equation was performed. In the experiment, it was possible to detect the leak and to diagnosis the leak situation within the error of .+-.3%.

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