• Title/Summary/Keyword: modeling.

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Application of Topic Modeling Techniques in Arabic Content: A Systematic Review

  • Maram Alhmiyani;Huda Alhazmi
    • International Journal of Computer Science & Network Security
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    • v.23 no.6
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    • pp.1-12
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    • 2023
  • With the rapid increase of user generated data on digital platforms, the task of categorizing and classifying theses huge data has become difficult. Topic modeling is an unsupervised machine learning technique that can be used to get a summary from a large collection of documents. Topic modeling has been widely used in English content, yet the application of topic modeling in Arabic language is limited. Therefore, the aim of this paper is to provide a systematic review of the application of topic modeling algorithms in Arabic content. Using a well-known and trusted databases including ScienceDirect, IEEE Xplore, Springer Link, and Google Scholar. Considering the publication date from 2012 to 2022, we got 60 papers. After refining the papers based on predefined criteria, we resulted in 32 papers. Our result show that unfortunately the application of topic modeling techniques in Arabic content is limited.

A Study on Method of CAD/CAM Separate and Relief Modeling to Reduce Lead Time in Die Manufacturing (금형 제작 리드타임 단축을 위한 CAD/CAM 분리 및 릴리프 모델링 방법에 대한 연구)

  • 허정원;김동욱
    • Journal of the Korean Society of Safety
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    • v.14 no.4
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    • pp.93-99
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    • 1999
  • A try was carried out to reduce lead time of die manufacturing. That is to make manual machining and finishing work time shorter by improving CAD/CAM modeling methods, so called with "separate modeling" and "relief modeling". The manual machining and finishing manual work time were reduced adapting the novel CAD/CAM modeling methods. Ultimately we accomplished much reduction of the lead time of die manufacturing.f die manufacturing.

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Analysis of Consciousness Structure R&D Project Evaluation (연구개발 프로젝트 평가에 대한 의식구조분석)

  • 김성희;김정자
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.25 no.4
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    • pp.61-68
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    • 2002
  • This paper provides a method of consciousness structure analysis for research and development project evaluation using fuzzy structure modeling(FSM). Fuzzy structure modeling, which is a modeling method for consciousness structure, has a large number of pairwise comparison by human subjective judgement and is difficult to check the consistency index of denoting the precision for human judgement. Thus, in this paper, we analyzed the structure of consciousness by fuzzy structural modeling method, introducing the concept of pairwise comparison matrix in Analytic Hierarchy Process.

Modeling of Indoor Geometry and Environment Sensor for Responsive Virtual URS Service (반응형 가상 URS 서비스를 위한 실내 기하구조 및 환경 센서 모델링)

  • Jeon, Kyeong-Won;Ki, Jeong-Seok;Kwon, Yong-Moo
    • The Journal of Korea Robotics Society
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    • v.3 no.2
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    • pp.112-116
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    • 2008
  • This paper presents URS (Ubiquitous Robotic Space) Modeling and service technique for the robotic security service while bridging between virtual space and physical space. First, this paper introduces a concept of virtual URS and responsive virtual URS. Second, this paper addresses modeling of URS which covers modeling of indoor geometry and environment sensor. Third, this paper describes virtual URS services including interactive virual-physical bridging service.

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Airborne LiDAR Simulation Data Generation of Complex Polyhedral Buildings and Automatic Modeling (다양한 건물의 항공 라이다 시뮬레이션 데이터 생성과 자동 모델링)

  • Kim, Jung-Hyun;Jeon, Young-Jae;Lee, Dong-Cheon
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2010.04a
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    • pp.235-238
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    • 2010
  • Since the mid 1990s airborne LiDAR data have been widely used, automation of building modeling is getting a central issue. LiDAR data processing for building modeling is involved with extracting surface patch elements by segmentation and surface fitting with optimal mathematical functions. In this study, simulation LiDAR data were generated with complex polyhedral roofs of buildings and an automatic modeling approach was proposed.

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Modeling Approach of Solid Particle Bed for the Combustion Environment Control (고체 입자 베드 내 반응 환경 변화를 위한 모델링 접근 방법)

  • Ahn, Hyungjun;Choi, Sangmin
    • 한국연소학회:학술대회논문집
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    • 2013.06a
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    • pp.21-23
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    • 2013
  • Various solid particle materials are treated in the industrial processes including fixed-beds or moving grate beds, and modeling approaches have been widely applied to the processes to predict and evaluate their performance. For this study, the modeling approach was applied to iron ore sintering process with various improvement measures. Based on the previous modeling approach, the changes and effects of the improvement measures were discussed at the point of controlling the combustion environment in the bed.

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Modeling of Dissolution Potential of Diesel Components (Diesel 용출에 따른 지하수 오염물질의 거동)

  • 김낙경;김현성;염익태
    • Proceedings of the Korean Geotechical Society Conference
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    • 2003.03a
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    • pp.577-584
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    • 2003
  • This study investigated the modeling of dissolution Diesel to estimate the behavior of contaminants in the ground. The modeling based on the initial concentration change considering dissolution potential of pure Diesel and Xylene was performed using VISUAL MODFLOW, and was compared with general modeling ignored the initial concentration change condition.

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Modeling and scheduling for FMS using extended petri nets (확장된 Petri-net을 이용한 FMS의 모델링 및 스케쥴링)

  • 안인석;서기성;우광방
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10a
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    • pp.488-492
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    • 1991
  • This paper deals with modeling and scheduling for flexible manufacturing systems(FMS). In modeling extended Petri nets are used to describe various and complex properties. To resolve multiple conflict without predefined properties, such as part selection, machine selection, rule-based scheduling method is introduced. This structure have a capability of on-line scheduling with systematic modeling description.

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Analysis of Preservice Chemistry Teachers' Modelling Ability and Perceptions in Science Writing for Audiences of General Chemistry Experiment Using Argument-based Modeling Strategy (논의-기반 모델링 전략을 이용한 일반화학실험에서 글쓰기 대상에 따른 예비화학교사들의 모델링 능력 및 모델링에 대한 인식 분석)

  • Cho, Hye Sook;Kim, HanYoung;Kang, Eugene;Nam, Jeonghee
    • Journal of the Korean Chemical Society
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    • v.63 no.6
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    • pp.459-472
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    • 2019
  • The purpose of this study was to investigate the effect of science writing for different audiences on preservice chemistry teachers' chemistry concept understanding and modeling ability in general chemistry experiment activities using Argument-based Modeling (AbM) strategy. And we also examined preservice chemistry teachers' perceptions of modeling in different audience groups. The participants of the study were 18 university students in the first grade of preservice chemistry teachers taking a general chemistry experiment course. They completed eleven topics of general chemistry experiment using argument-based modeling strategy. The understanding of chemistry concept was compared with the effect size of pre- and post-chemistry concept test scores. To find out modeling ability, we analyzed level of model by each preservice chemistry teacher. Analytical framework for the modeling ability was composed of three elements, explanation, representation, and communication. The questionnaire was conducted to check up on preservice chemistry teacher's recognition of modeling. The result of analyzing the effect of modeling for different audience on the understanding of chemistry concept and modeling ability, the preservice chemistry teachers' were found to be more effective when the level of audience was low. There was no difference in the recognition of modeling between the groups for audience. However, we could confirm that the responses of preservice chemistry teachers are changed in concrete when they have an experience in succession on modeling.