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Journal of Computing and Information Science in Engineering
EISSN: 1944-7078
ISSN: 1530-98270
Priority: 4
Publisher: American Society of Mechanical Engineers
Description: The Journal of Computing and Information Science in Engineering publishes archival research results and advanced technical applications More ...
Now showing items 1-8 of 8
Automatic Discovery of Design Task Structure Using Deep Belief Nets
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: With the arrival of cyber physical world and an extensive support of advanced information technology (IT) infrastructure, nowadays it is possible to obtain the footprints of design activities through emails, design journals, ...
Integrating Topic, Sentiment, and Syntax for Modeling Online Reviews: A Topic Model Approach
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Analyzing product online reviews has drawn much interest in the academic field. In this research, a new probabilistic topic model, called tag sentiment aspect models (TSA), is proposed on the basis of Latent Dirichlet ...
Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this paper, based on more than ten years' studies on this dedicated research thrust, a comprehensive review concerning information mining from big consumer opinion data in order to assist product design is presented. ...
A Simulation Data-Driven Design Approach for Rapid Product Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Traditional design optimization is an iterative process of design, simulation, and redesign, which requires extensive calculations and analysis. The designer needs to adjust and evaluate the design parameters manually and ...
Data-Driven Concept Network for Inspiring Designers’ Idea Generation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Big-data mining brings new challenges and opportunities for engineering design, such as customer-needs mining, sentiment analysis, knowledge discovery, etc. At the early phase of conceptual design, designers urgently need ...
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The representation and archiving of design information play an essential role in product conceptual design by enabling the design teams to reuse existing solutions. However, most existing studies on information management ...
Prediction of Mechanical Properties of Three-Dimensional Printed Lattice Structures Through Machine Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Lattice structures (LS) manufactured by 3D printing are widely applied in many areas, such as aerospace and tissue engineering, due to their lightweight and adjustable mechanical properties. It is necessary to reduce costs ...
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The study of intelligent operation and maintenance methods for turbofan engines is of great importance for improving the reliability of turbofan engines. Given the harsh operating conditions and complex structure of the ...