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Journal Articles

Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews

Yi Han, Gaurav Nanda, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041402.
Paper No: MD-22-1296
https://doi.org/10.1115/1.4055736
Published Online: December 9, 2022
View Article titled, Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews
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Topics: Durability, E-commerce, Entropy, Natural language processing, Product design, Product development, Stability, User-centered design, Design, Absorption
Journal Articles

Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction

Yi Han, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2021, 143(6): 061403.
Paper No: MD-20-1442
https://doi.org/10.1115/1.4048819
Published Online: November 20, 2020
View Article titled, Eliciting Attribute-Level User Needs From Online Reviews With Deep Language Models and Information Extraction
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Topics: Design, E-commerce, Natural language processing, Algorithms, Preferences, Product design, Weight (Mass), Machinery
Journal Articles

Mitigating Online Product Rating Biases Through the Discovery of Optimistic, Pessimistic, and Realistic Reviewers

Sunghoon Lim, Conrad S. Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111409.
Paper No: MD-17-1247
https://doi.org/10.1115/1.4037612
Published Online: October 2, 2017
View Article titled, Mitigating Online Product Rating Biases Through the Discovery of Optimistic, Pessimistic, and Realistic Reviewers
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Topics: E-commerce, Filtration, Sales, Product quality, Feedback
Journal Articles

A Systematic Function Recommendation Process for Data-Driven Product and Service Design

Zhinan Zhang, Ling Liu, Wei Wei, Fei Tao, Tianmeng Li, Ang Liu
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111404.
Paper No: MD-17-1141
https://doi.org/10.1115/1.4037610
Published Online: October 2, 2017
View Article titled, A Systematic Function Recommendation Process for Data-Driven Product and Service Design
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Topics: Design, Fiber reinforced plastics, E-commerce