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Proceedings Papers

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

Michael Saidani, Harrison Kim, Bernard Yannou

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A005, August 17–19, 2021

Paper No: DETC2021-70613

DOI: https://doi.org/10.1115/DETC2021-70613

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Topics: Design, Green design, Machine learning, Natural language processing

Proceedings Papers

If a Picture is Worth 1000 Words, Is a Word Worth 1000 Features for Design Metric Estimation?

Kristen M. Edwards, Aoran Peng, Scarlett R. Miller, Faez Ahmed

Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A011, August 17–19, 2021

Paper No: DETC2021-70158

DOI: https://doi.org/10.1115/DETC2021-70158

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Topics: Design, Machine learning, Natural language processing, Nonlinear programming, Creativity, Innovation, Semantics

Proceedings Papers

Validating Perceived Sustainable Design Features Using a Novel Collage Approach

Nasreddine El-Dehaibi, Ting Liao, Erin F. MacDonald

Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A001, August 17–19, 2021

Paper No: DETC2021-66708

DOI: https://doi.org/10.1115/DETC2021-66708

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Topics: Design methodology, E-commerce, Economics , Green design, Natural language processing, Sustainability

Proceedings Papers

Online Product Review Analysis to Automate the Extraction of Customer Requirements

Aashay Mokadam, Shrikrishna Shivakumar, Vimal Viswanathan, Mahima Agumbe Suresh

Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A049, August 17–19, 2021

Paper No: DETC2021-71555

DOI: https://doi.org/10.1115/DETC2021-71555

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Topics: Modeling, Natural language processing

Proceedings Papers

Knowledge Discovery for Early Failure Assessment of Complex Engineered Systems Using Natural Language Processing

Sequoia R. Andrade, Hannah S. Walsh

Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A061, August 17–19, 2021

Paper No: DETC2021-70694

DOI: https://doi.org/10.1115/DETC2021-70694

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Topics: Failure, Natural language processing, Design, Databases, Failure mechanisms, Machinery, Modeling, Safety, Testing

Proceedings Papers

Consistent Updating of Constrained Parametric Curves in a Variational Design System

A. Vincent Huffaker, Leonid Charny

Proc. ASME. DETC97, Volume 2: 23rd Design Automation Conference, V002T29A068, September 14–17, 1997

Paper No: DETC97/DAC-3758

DOI: https://doi.org/10.1115/DETC97/DAC-3758

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Topics: Design, Natural language processing, Nonlinear programming, Algorithms, Degrees of freedom, Nonlinear equations, Optimization, Shorelines

Proceedings Papers

Analyzing the Characteristics of Cognitive-Assistant-Facilitated Ideation Groups

Torsten Maier, Nicolas F. Soria Zurita, Elizabeth Starkey, Daniel Spillane, Jessica Menold, Christopher McComb

Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A046, August 17–19, 2020

Paper No: DETC2020-22555

DOI: https://doi.org/10.1115/DETC2020-22555

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Topics: Artificial intelligence, Buses, Computer-aided engineering, Design, Dynamics (Mechanics), Natural language processing, Railroad passenger cars, Silence

Proceedings Papers

Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars

Serhad Sarica, Binyang Song, Jianxi Luo, Kristin Wood

Proc. ASME. IDETC-CIE2019, Volume 1: 39th Computers and Information in Engineering Conference, V001T02A028, August 18–21, 2019

Paper No: DETC2019-97605

DOI: https://doi.org/10.1115/DETC2019-97605

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Topics: Automobiles, Design, Patents, Innovation, Classification, Engineers, Natural language processing, Uncertainty

Proceedings Papers

Voice of the Customer Oriented New Product Synthesis Over Knowledge Graphs

Feiwei Qin, Hairui Xu, Weicheng Zhang, Lin Yuan, Ming Li, Yusheng Liu, Ying Liu, Yong Chen

Proc. ASME. IDETC-CIE2018, Volume 1A: 38th Computers and Information in Engineering Conference, V01AT02A032, August 26–29, 2018

Paper No: DETC2018-85909

DOI: https://doi.org/10.1115/DETC2018-85909

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Topics: Design, Natural language processing, Product design, Sales

Proceedings Papers

Supplier Clustering Based on Unstructured Manufacturing Capability Data

Ramin Sabbagh, Farhad Ameri

Proc. ASME. IDETC-CIE2018, Volume 1B: 38th Computers and Information in Engineering Conference, V01BT02A036, August 26–29, 2018

Paper No: DETC2018-85865

DOI: https://doi.org/10.1115/DETC2018-85865

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Topics: Manufacturing, Databases, Feature extraction, Machine learning, Modeling, Natural language processing

Proceedings Papers

Use of Machine Learning and Computational Linguistics to Understand Technical Instruction Authorship

Javier Bustos Jaimes, Taylor Powell, Lynn Hanson, Rahul S. Renu

Proc. ASME. IDETC-CIE2018, Volume 3: 20th International Conference on Advanced Vehicle Technologies; 15th International Conference on Design Education, V003T04A016, August 26–29, 2018

Paper No: DETC2018-85612

DOI: https://doi.org/10.1115/DETC2018-85612

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Topics: Machine learning, Natural language processing, Technical writing

Proceedings Papers

Implicit Knowledge Discovery in Design Semantic Network by Applying Pythagorean Means on Shortest Path Searching

Feng Shi, Liuqing Chen, Ji Han, Peter Childs

Proc. ASME. IDETC-CIE2017, Volume 1: 37th Computers and Information in Engineering Conference, V001T02A053, August 6–9, 2017

Paper No: DETC2017-67230

DOI: https://doi.org/10.1115/DETC2017-67230

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Topics: Design, Innovation, Natural language processing, Text analytics, Algorithms, Network analysis, Ontologies

Proceedings Papers

Text Analysis of Assembly Work Instructions

Rahul Sharan Renu, Gregory Mocko

Proc. ASME. IDETC-CIE2015, Volume 1B: 35th Computers and Information in Engineering Conference, V01BT02A003, August 2–5, 2015

Paper No: DETC2015-47246

DOI: https://doi.org/10.1115/DETC2015-47246

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Topics: Manufacturing, Text analytics, Natural language processing, Automotive industry, Data mining, Manufacturing engineering, Product quality

Proceedings Papers

Extraction of Manufacturing Rules From Unstructured Text Using a Semantic Framework

SungKu Kang, Lalit Patil, Arvind Rangarajan, Abha Moitra, Tao Jia, Dean Robinson, Debasish Dutta

Proc. ASME. IDETC-CIE2015, Volume 1B: 35th Computers and Information in Engineering Conference, V01BT02A033, August 2–5, 2015

Paper No: DETC2015-47556

DOI: https://doi.org/10.1115/DETC2015-47556

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Topics: Manufacturing, Ontologies, Computers, Design, Engineers, Feedback, Natural language processing, Reliability, Semantics

Proceedings Papers

Large Scale Needs-Based Open Innovation via Automated Semantic Textual Similarity Analysis

Cory R. Schaffhausen, Timothy M. Kowalewski

Proc. ASME. IDETC-CIE2015, Volume 7: 27th International Conference on Design Theory and Methodology, V007T06A045, August 2–5, 2015

Paper No: DETC2015-47358

DOI: https://doi.org/10.1115/DETC2015-47358

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Topics: Innovation, Algorithms, Natural language processing, Redundancy (Engineering)

Proceedings Papers

Mining End-of-Life Materials Suitable for Material Resynthesis and Discovering New Application Domains

Kristopher Doll, Conrad S. Tucker

Proc. ASME. IDETC-CIE2014, Volume 4: 19th Design for Manufacturing and the Life Cycle Conference; 8th International Conference on Micro- and Nanosystems, V004T06A008, August 17–20, 2014

Paper No: DETC2014-34779

DOI: https://doi.org/10.1115/DETC2014-34779

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Topics: Algorithms, Building materials, Data mining, Design, Manufacturing, Mining, Municipal solid wastes, Natural language processing, Solid wastes, Waste management

Proceedings Papers

Knowledge Discovery of Student Sentiments in MOOCs and Their Impact on Course Performance

Conrad S. Tucker, Bryan Dickens, Anna Divinsky

Proc. ASME. IDETC-CIE2014, Volume 3: 16th International Conference on Advanced Vehicle Technologies; 11th International Conference on Design Education; 7th Frontiers in Biomedical Devices, V003T04A028, August 17–20, 2014

Paper No: DETC2014-34797

DOI: https://doi.org/10.1115/DETC2014-34797

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Topics: Students, Algorithms, Bricks, Data mining, Education, Engineering teachers, Internet, Mortar, Natural language processing, Performance

Proceedings Papers

Towards Extracting Affordances From Online Consumer Product Reviews

Amanda Chou, L. H. Shu

Proc. ASME. IDETC-CIE2014, Volume 7: 2nd Biennial International Conference on Dynamics for Design; 26th International Conference on Design Theory and Methodology, V007T07A030, August 17–20, 2014

Paper No: DETC2014-35288

DOI: https://doi.org/10.1115/DETC2014-35288

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Topics: Feedback, Natural language processing, Tires

Proceedings Papers

Interpreting Design Structure in Patents Using an Ontology Library

Zhen Li, Derrick Tate

Proc. ASME. IDETC-CIE2013, Volume 5: 25th International Conference on Design Theory and Methodology; ASME 2013 Power Transmission and Gearing Conference, V005T06A004, August 4–7, 2013

Paper No: DETC2013-13191

DOI: https://doi.org/10.1115/DETC2013-13191

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Topics: Design, Ontologies, Patents, Natural language processing, Data mining, Engineering design

Proceedings Papers

Automatic Extraction of Causally Related Functions From Natural-Language Text for Biomimetic Design

Hyunmin Cheong, L. H. Shu

Proc. ASME. IDETC-CIE2012, Volume 7: 9th International Conference on Design Education; 24th International Conference on Design Theory and Methodology, 373-382, August 12–15, 2012

Paper No: DETC2012-70732

DOI: https://doi.org/10.1115/DETC2012-70732

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Topics: Biomimetics, Design, Algorithms, Biology, Natural language processing

NARROW

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

If a Picture is Worth 1000 Words, Is a Word Worth 1000 Features for Design Metric Estimation?

Validating Perceived Sustainable Design Features Using a Novel Collage Approach

Online Product Review Analysis to Automate the Extraction of Customer Requirements

Knowledge Discovery for Early Failure Assessment of Complex Engineered Systems Using Natural Language Processing

Consistent Updating of Constrained Parametric Curves in a Variational Design System

Analyzing the Characteristics of Cognitive-Assistant-Facilitated Ideation Groups

Technology Knowledge Graph for Design Exploration: Application to Designing the Future of Flying Cars

Voice of the Customer Oriented New Product Synthesis Over Knowledge Graphs

Supplier Clustering Based on Unstructured Manufacturing Capability Data

Use of Machine Learning and Computational Linguistics to Understand Technical Instruction Authorship

Implicit Knowledge Discovery in Design Semantic Network by Applying Pythagorean Means on Shortest Path Searching

Text Analysis of Assembly Work Instructions

Extraction of Manufacturing Rules From Unstructured Text Using a Semantic Framework

Large Scale Needs-Based Open Innovation via Automated Semantic Textual Similarity Analysis

Mining End-of-Life Materials Suitable for Material Resynthesis and Discovering New Application Domains

Knowledge Discovery of Student Sentiments in MOOCs and Their Impact on Course Performance

Towards Extracting Affordances From Online Consumer Product Reviews

Interpreting Design Structure in Patents Using an Ontology Library

Automatic Extraction of Causally Related Functions From Natural-Language Text for Biomimetic Design

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