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检索条件"主题词=semantic data processing"
34 条 记 录,以下是21-30 订阅
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Cascading Forgetting in Product Development Challenges and Evaluation
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Proceedings of the Design Society: International Conference on Engineering Design 2019年 第1期1卷 2527-2536页
作者: Patricia Kügler Claudia Schon Benjamin Schleich Steffen Staab Sandro Wartzack Friedrich-Alexander-Universität Erlangen-Nürnberg University of Koblenz-Landau
Vast amounts of information and knowledge is produced and stored within product design projects. Especially for reuse and adaptation there exists no suitable method for product designers to handle this information ove... 详细信息
来源: 评论
semantic NETWORKS FOR ENGINEERING DESIGN: A SURVEY
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Proceedings of the Design Society 2021年 1卷 2621-2630页
作者: Ji Han Serhad Sarica Feng Shi Jianxi Luo University of Liverpool Singapore University of Technology and Design Amazon Web Services
There have been growing uses of semantic networks in the past decade, such as leveraging large-scale pre-trained graph knowledge databases for various natural language processing (NLP) tasks in engineering design rese... 详细信息
来源: 评论
EFFICIENT FORMALISATION OF TECHNICAL REQUIREMENTS FOR GENERATIVE ENGINEERING
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Proceedings of the Design Society 2023年 3卷 1595-1604页
Currently, engineers need to manually analyse requirement specifications for determining parameters to create geometries in generative engineering. This analysis is time-consuming, error-prone and causes high costs. G... 详细信息
来源: 评论
Supporting Knowledge Re-Use with Effective Searches of Related Engineering Documents - A Comparison of Search Engine and Natural Language processing-Based Algorithms
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Proceedings of the Design Society: International Conference on Engineering Design 2019年 第1期1卷 2597-2606页
作者: Ivar Örn Arnarsson Otto Frost Emil Gustavsson Daniel Stenholm Mats Jirstrand Johan Malmqvist Chalmers University of Technology Fraunhofer-Chalmers Centre
Product development companies are collecting data in form of Engineering Change Requests for logged design issues and Design Guidelines to accumulate best practices. These documents are rich in unstructured data (e.g.... 详细信息
来源: 评论
AN AUTOMATED METHOD TO CONDUCT IMPORTANCE-PERFORMANCE ANALYSIS OF PRODUCT ATTRIBUTES FROM ONLINE REVIEWS - AN EXTENSION WITH A CASE STUDY
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Proceedings of the Design Society 2021年 1卷 417-426页
作者: Kangcheng Lin Harrison Kim University of Illinois at Urbana-Champaign
With the growth of online marketplaces and social media, product designers have been seeing an exponential growth of data available, which can serve as an extremely valuable source of information communicated from cus... 详细信息
来源: 评论
DESIGN KNOWLEDGE REPRESENTATION WITH TECHNOLOGY semantic NETWORK
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Proceedings of the Design Society 2021年 1卷 1043-1052页
作者: Serhad Sarica Jianxi Luo Engineering Product Development Pillar Singapore University of Technology and Design
Engineers often need to discover and learn designs from unfamiliar domains for inspiration or other particular uses. However, the complexity of the technical design descriptions and the unfamiliarity to the domain mak... 详细信息
来源: 评论
Integrating the Mechanical Domain into Seed Approach
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Proceedings of the Design Society: International Conference on Engineering Design 2019年 第1期1卷 2587-2596页
作者: Fabian Dworschak Patricia Kügler Benjamin Schleich Sandro Wartzack
data-driven technologies have found their way into all areas of engineering. In product development they can accelerate the customization to individualized requirements. Therefore, they need a database that exceeds co... 详细信息
来源: 评论
ANALYSIS OF CUSTOMER SENTIMENT ON PRODUCT FEATURES AFTER THE OUTBREAK OF CORONAVIRUS DISEASE (COVID-19) BASED ON ONLINE REVIEWS
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Proceedings of the Design Society 2021年 1卷 457-466页
作者: Jinju Kim Seyoung Park Harrison Kim University of Illinois at Urbana-Champaign
The outbreak of the coronavirus disease not only caused many deaths worldwide but also severely affected the development of the global economy, such as supply chain disruptions, plummeted demand, unemployment, etc. Th... 详细信息
来源: 评论
REPRESENTATION AND APPLICATION OF DIGITAL STANDARDS USING KNOWLEDGE GRAPHS
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Proceedings of the Design Society 2021年 1卷 2551-2560页
作者: Janosch Luttmer Dominik Ehring Robin Pluhnau Arun Nagarajah University Duisburg-Essen
Standards are an important source of knowledge in product development. Due to the increasing digitization of the product development process, standard development organizations aim to develop machine-actionable standa... 详细信息
来源: 评论
DETECTING BAD DESIGN AND BIAS FROM PATENTS
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Proceedings of the Design Society 2021年 1卷 1173-1182页
作者: Nicola Melluso Sara Pardelli Gualtiero Fantoni Filippo Chiarello Andrea Bonaccorsi University of Pisa B4DS Lab - Business Engineering for Data Science Erre Quadro s.r.l.
The representation of the product use context is a well established design practice in Engineering Design. Recently, design theory is studying the product interaction involving several cognitive aspects such as the po... 详细信息
来源: 评论