• Title/Summary/Keyword: Product modeling

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Product Database Modeling for Collaborative Product Development

  • Do, Nam-Chul;Kim, Hyun;Kim, Hyoung-Sun;Lee, Jae-Yeol;Lee, Joo-Haeng
    • Proceedings of the CALSEC Conference
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    • 2001.08a
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    • pp.591-596
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    • 2001
  • To deliver new products to market in a due time, companies often develop their products with numerous partners distributed around the world. Internet technologies can provide a cheap and efficient basis of collaborative product development among distributed partners. This paper provides a framework and its product database model that can support consistent product data during collaborative product development. This framework consists of four components for representing consistent product structure: the product configuration, assembly structure, multiple representations and engineering changes. A product database model realizing the framework is designed and implemented as a system that supports collaborative works in the areas of product design and technical publication. The system enables participating designers and technical publishers to complete their tasks with shared and consistent product data. It also manages the propagation of engineering changes among different representations for individual participants. The Web technologies introduced in this system enable participants to easily access and operate shared product data in a standardized and distributed computing environment.

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Quality Function deployment:Methods and modeling issues

  • 김광재
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1997.10a
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    • pp.189-192
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    • 1997
  • New product development is a complex managerial process which involves multiple functional groups, each with a different perspective. Quality function deployment (QFD) is a new product development process which stresses cross-functional integration. QFD provides a specific approach for ensuring quality through each stage of the product development and production process. This paper provides an overview of QFD including its concepts and methods, and then proposes an integrated approach to formulating and solving the QFD process. This paper also discusses issues associated with the prescriptive modeling of QFD.

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Idea Exploration for Product Innovation based on Product-User Interaction Modeling (제품-사용자 인터렉션 모델링을 통한 제품개선 아이디어탐색)

  • 박정순;이건표
    • Proceedings of the Korea Society of Design Studies Conference
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    • 1999.10a
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    • pp.28-29
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    • 1999
  • 제품을 사용한다는 것은 어떤 목적을 달성하기 위한 제품과 사용자 사이의 입력과 출력과정으로 해석할 수 있다. 이런 측면에서 제품과 사용자와의 관계를 고찰해 볼 때 최근에 부쩍 그 수가 늘어난 지능형 제품들은 이전의 제품들이 물리적이고 신체적인 자원의 투입과 이에 따른 기계적인 제품반응에 의해 사용자와 직접적이고 단순한 제어-피제어의 관계를 가졌던 것과는 달리 지적인 자원의 투입과 함께 제품으로부터 지적인 결과물을 출력받아 사용자가 이를 다시 해석해야하는 간접적이면서도 쌍방향적인 교류관계를 가진다.(중략)

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Online Reviews Analysis for Prediction of Product Ratings based on Topic Modeling (토픽 모델링에 기반한 온라인 상품 평점 예측을 위한 온라인 사용 후기 분석)

  • Park, Sang Hyun;Moon, Hyun Sil;Kim, Jae Kyeong
    • Journal of Information Technology Services
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    • v.16 no.3
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    • pp.113-125
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    • 2017
  • Customers have been affected by others' opinions when they make a purchase. Thanks to the development of technologies, people are sharing their experiences such as reviews or ratings through online or social network services, However, although ratings are intuitive information for others, many reviews include only texts without ratings. Also, because of huge amount of reviews, customers and companies can't read all of them so they are hard to evaluate to a product without ratings. Therefore, in this study, we propose a methodology to predict ratings based on reviews for a product. In a methodology, we first estimate the topic-review matrix using the Latent Dirichlet Allocation technic which is widely used in topic modeling. Next, we predict ratings based on the topic-review matrix using the artificial neural network model which is based on the backpropagation algorithm. Through experiments with actual reviews, we find that our methodology can predict ratings based on customers' reviews. And our methodology performs better with reviews which include certain opinions. As a result, our study can be used for customers and companies that want to know exactly a product with ratings. Moreover, we hope that our study leads to the implementation of future studies that combine machine learning and topic modeling.

A Semantic Network Approach to PPO (Products, Processes, Organizations/Resources) Modeling for PDM Systems

  • Hyo-Won Suh;Heejung Lee;Seungchul Ha
    • Korean Journal of Computational Design and Engineering
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    • v.4 no.3
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    • pp.238-246
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    • 1999
  • The modeling method to support product development processes (PDP) must have certain characteristics including the ability to represent multiple viewpoints of the product development and integrate with currently available analysis and design methods based on CE concept. This paper describes the reference model to support multiple viewpoints (PPO: Products, Processes, and Organizations/Resources viewpoints) of the product development processes, from which each model (Products model, Processes model, and Organizations/Resources model) can be extracted, as well as produces PPO data schema. This reference model has associative relationships among the products, processes, and organizations/resources. To allow the extensibility to support design evolution, we propose structured dat representation methods using semantic network, which can be constructed through first-order logic. The product development processes is so represented by specifying entities and semantic relationships among them hat he appropriate information can be accessed and all of the relevant attributes about the entities can be retrieved simultaneously.

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Database and knowledge-base for supporting distributed intelligent product design

  • Nguyen Congdu;Ha Sungdo
    • Proceedings of the IEEK Conference
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    • summer
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    • pp.87-91
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    • 2004
  • This research presents distributed database and knowledge-base modeling approach for intelligent product design system. The product design information in this study is described by a collection of rules and design knowledge that are utilized according to the product development procedures. In this work, a network-based architecture has been developed to enable dispersed designers to simultaneously accomplish remote design tasks. A client/server communication diagram has also been proposed to facilitate consistent primary information modeling for multi-user access and reuse of designed results. An intelligent product design system has been studied with the concepts of distributed database and network-based architecture in order to support concurrent engineering design and automatic design part assembly. The system provides the capability of composing new designs from proper design elements stored in the database and knowledge-base. The distributed intelligent product design is applied to the design of an automobile part as an example.

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A Tool for Workflow-based Product Line Software Development (워크플로우 기반의 제품라인 소프트웨어 개발 지원 환경)

  • Yang, Jin-Seok;Kang, Kyo C.
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.6
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    • pp.377-382
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    • 2013
  • A convergence software development methodology based on product line engineering provides an architecture model for application development and it also provides workflow as a behavior specification of control component development to develop transaction centric application. To effect a change on software development based on product line engineering it has to be supported by a tool. But almost workflow modeling tools dose not support product line engineering concept. So we need new workflow modeling tool to support the convergence software development methodology. In this paper, we introduce a toolset for workflow modeling that consists of eclipse plug-in applications and open source tool and describe the relationships of tools through example.

Common Criteria of statistics using DEVS Modeling (DEVS 모델링을 이용한 보안제품 공동평가 통계)

  • Lee, Ki Sung;Kim, Tae Kyung;Seo, Hee Suk
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.6 no.2
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    • pp.71-80
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    • 2010
  • This thesis is purposed on developing security product co-evaluation statistics administrate program which is can administrate or analysis CC accreditation product using by DEVS modeling via portal site of member of CCRA. Via developing security product evaluation statistics administrate program, it can analysis the trend of all countries of the world in many ways, and noticed the ways of evaluation and accreditation of most countries via scheme analysis. Except this, it can analysis the situation of accreditation trend of any countries via data analysis of ICCC 2009. Also, For trend analysis to evaluation technique of CCRA member, it analyzed up to date technology and policy of the evaluation organization and the Certification Authority of most countries. And it peformed analysis the most trend of information security of evaluation authorization in CCRA member countries. In this program, It provide the function of trend statistics analysis which can statically analyzed the evaluation accreditation trends of most countries and automatical statistics by categorization ( by Product, Class and statistics in national) and report creation functions which can easily extraction and use the needed data. It has been updated the related informations until latest accredited product using by CC(Common Criteria) portal home page's data.

Managing and Modeling Variability of UML Based FORM Architectures Through Feature-Architecture Mapping (휘처-아키텍처 대응을 통한 UML 기반 FORM 아키텍처의 가변성 모델링 및 관리)

  • Lee, Kwan-Woo
    • The KIPS Transactions:PartD
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    • v.19D no.1
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    • pp.81-94
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    • 2012
  • FORM(Feature-Oriented Reuse Method) is one of representative product line engineering methods. The essence of FORM is the FORM architecture models, which can be reused in the development of multiple products of a software product line. The FORM architecture models, however, have the following problems when applied in practice. First, they are not standardized models like UML(Unified Modeling Language) and therefore they can be constructed only through a specific modeling tool. Second, they do not represent architectural variability explicitly. Instead their variability is only managed through a mapping from a feature model. To address these two problems, we developed at first a method for representing the FORM architecture models using UML, which enables the FORM architecture models to be constructed through various available UML modeling tools. Also, we developed an effective method for representing as well as managing the variability of the FORM architecture models through a mapping from a feature model.

Fostering Mathematical Creativity by Mathematical Modeling (수학적 모델링 활동에 의한 창의적 사고)

  • Park, JinHyeong
    • Journal of Educational Research in Mathematics
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    • v.27 no.1
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    • pp.69-88
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    • 2017
  • One of the most important activities in the process of mathematical modeling is to build models by conjecturing mathematical rules and principles in the real phenomena and to validate the models by considering its validity. Due to uncertainty and ambiguity inherent real-contexts, various strategies and solutions for mathematical modeling can be available. This characteristic of mathematical modeling can offer a proper environment in which creativity could intervene in the process and the product of modeling. In this study, first we analyze the process and the product of mathematical modeling, especially focusing on the students' models and validating way, to find evidences about whether modeling can facilitate students'creative thinking. The findings showed that the students' creative thinking related to fluency, flexibility, elaboration, and originality emerged through mathematical modeling.