Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design
Authors
Keywords
-
Journal
JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
Volume 19, Issue 1, Pages 010801
Publisher
ASME International
Online
2018-08-10
DOI
10.1115/1.4041087
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The fuzzy cognitive pairwise comparisons for ranking and grade clustering to build a recommender system: An application of smartphone recommendation
- (2017) Kevin Kam Fung Yuen ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- A systematic decision making approach for product conceptual design based on fuzzy morphological matrix
- (2017) Hongzhan Ma et al. EXPERT SYSTEMS WITH APPLICATIONS
- Affective parameter shaping in user experience prospect evaluation based on hierarchical Bayesian estimation
- (2017) Feng Zhou et al. EXPERT SYSTEMS WITH APPLICATIONS
- Varying Spread Fuzzy Regression for Affective Quality Estimation
- (2017) Kit Yan Chan et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- Ranking products through online reviews: A method based on sentiment analysis technique and intuitionistic fuzzy set theory
- (2017) Yang Liu et al. Information Fusion
- Modeling user interest in social media using news media and wikipedia
- (2017) Jaeyong Kang et al. INFORMATION SYSTEMS
- An Integrated Fuzzy Trust Prediction Approach in Product Design and Engineering
- (2017) A. Azadeh et al. International Journal of Fuzzy Systems
- Automatic Discovery of Design Task Structure Using Deep Belief Nets
- (2017) Lijun Lan et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
- (2017) Feng Shi et al. JOURNAL OF MECHANICAL DESIGN
- A Convolutional Neural Network Model for Predicting a Product's Function, Given Its Form
- (2017) Matthew L. Dering et al. JOURNAL OF MECHANICAL DESIGN
- Automated extraction of product comparison matrices from informal product descriptions
- (2017) Sana Ben Nasr et al. JOURNAL OF SYSTEMS AND SOFTWARE
- Product design concept evaluation using rough sets and VIKOR method
- (2016) Varun Tiwari et al. ADVANCED ENGINEERING INFORMATICS
- A crowdsourcing design framework for concept generation
- (2016) Ang Liu et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- Integrating rich and heterogeneous information to design a ranking system for multiple products
- (2016) Xian Yang et al. DECISION SUPPORT SYSTEMS
- The effects of representation on idea generation and design fixation: A study comparing sketches and function trees
- (2016) Olufunmilola Atilola et al. DESIGN STUDIES
- Abandoning creativity: The evolution of creative ideas in engineering design course projects
- (2016) Elizabeth Starkey et al. DESIGN STUDIES
- AI-based methodology of integrating affective design, engineering, and marketing for defining design specifications of new products
- (2016) C.K. Kwong et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Adaptive Morphology: A Design Principle for Multimodal and Multifunctional Robots
- (2016) Stefano Mintchev et al. IEEE ROBOTICS & AUTOMATION MAGAZINE
- Single users' affective responses models for product form design
- (2016) Jose A. Diego-Mas et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- A creative idea generation methodology by future envisioning from the user experience perspective
- (2016) Heekyung Moon et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- Identifying affect elements based on a conceptual model of affect: A case study on a smartphone
- (2016) Hyun K. Kim et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- An automated functional decomposition method based on morphological changes of material flows
- (2016) Lin Yuan et al. JOURNAL OF ENGINEERING DESIGN
- A new conceptual design approach for overcoming the flaws of functional decomposition and morphology
- (2016) Lorenzo Fiorineschi et al. JOURNAL OF ENGINEERING DESIGN
- Decision theoretic modeling of affective and cognitive needs for product experience engineering: key issues and a conceptual framework
- (2016) Roger J. Jiao et al. JOURNAL OF INTELLIGENT MANUFACTURING
- A Bayesian Sampling Method for Product Feature Extraction From Large-Scale Textual Data
- (2016) Sunghoon Lim et al. JOURNAL OF MECHANICAL DESIGN
- A deep learning approach for relationship extraction from interaction context in social manufacturing paradigm
- (2016) Jiewu Leng et al. KNOWLEDGE-BASED SYSTEMS
- Affective product form design using fuzzy Kansei engineering and creativity
- (2016) Hui-Cun Shen et al. Journal of Ambient Intelligence and Humanized Computing
- Product concept evaluation and selection using data mining and domain ontology in a crowdsourcing environment
- (2015) Danni Chang et al. ADVANCED ENGINEERING INFORMATICS
- Parametric shape modification and application in a morphological biomimetic design
- (2015) Sun-Joong Kim et al. ADVANCED ENGINEERING INFORMATICS
- Rough set and PSO-based ANFIS approaches to modeling customer satisfaction for affective product design
- (2015) Huimin Jiang et al. ADVANCED ENGINEERING INFORMATICS
- The effect of abductive reasoning on concept selection decisions
- (2015) Andy Dong et al. DESIGN STUDIES
- Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach
- (2015) Jian Jin et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Computational Conceptual Design Using Space Matrix
- (2015) Bin He et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- Quantifying Product Favorability and Extracting Notable Product Features Using Large Scale Social Media Data
- (2015) Suppawong Tuarob et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- The Lag-User Method: Using laggards as a source of innovative ideas
- (2015) Sara F. Jahanmir et al. JOURNAL OF ENGINEERING AND TECHNOLOGY MANAGEMENT
- Capturing emotion reactivity through physiology measurement as a foundation for affective engineering in engineering design science and engineering practices
- (2015) Stephanie Balters et al. JOURNAL OF INTELLIGENT MANUFACTURING
- An ideation method for generating new product ideas using TRIZ, concept mapping, and fuzzy linguistic evaluation techniques
- (2014) Jyh-Rong Chou ADVANCED ENGINEERING INFORMATICS
- Alternation of analysis and synthesis for concept generation
- (2014) Ang Liu et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- Capturing, classification and concept generation for automated maintenance tasks
- (2014) M. Farnsworth et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- The effects of time and incubation on design concept generation
- (2014) Joanna Tsenn et al. DESIGN STUDIES
- Affective design of products using an audio-based protocol: Application to eyeglass frame
- (2014) Weihua Lu et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- A methodology of integrating affective design with defining engineering specifications for product design
- (2014) Huimin Jiang et al. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
- Quantification and integration of Kano’s model into QFD for optimising product design
- (2014) Ping Ji et al. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
- Demand Trend Mining for Predictive Life Cycle Design
- (2014) Jungmok Ma et al. JOURNAL OF CLEANER PRODUCTION
- Prioritising engineering characteristics based on customer online reviews for quality function deployment
- (2014) Jian Jin et al. JOURNAL OF ENGINEERING DESIGN
- An intelligent swarm based-wavelet neural network for affective mobile phone design
- (2014) S.H. Ling et al. NEUROCOMPUTING
- Prospect-Theoretic Modeling of Customer Affective-Cognitive Decisions Under Uncertainty for User Experience Design
- (2014) Feng Zhou et al. IEEE Transactions on Human-Machine Systems
- Instant 3D design concept generation and visualization by real-time hand gesture recognition
- (2013) Jinsheng Kang et al. COMPUTERS IN INDUSTRY
- Capturing the essence of word-of-mouth for social commerce: Assessing the quality of online e-commerce reviews by a semi-supervised approach
- (2013) Xiaolin Zheng et al. DECISION SUPPORT SYSTEMS
- A guided search genetic algorithm using mined rules for optimal affective product design
- (2013) Chris K.Y. Fung et al. ENGINEERING OPTIMIZATION
- Improving concept design of divertor support system for FAST tokamak using TRIZ theory and AHP approach
- (2013) G. Di Gironimo et al. FUSION ENGINEERING AND DESIGN
- A product configuration analysis method for emotional design using a personal construct theory
- (2013) Yuexiang Huang et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- Characteristics affecting management of design information in the production system design process
- (2013) Jessica Bruch et al. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
- Unknown
- (2013) ACM Transactions on Intelligent Systems and Technology
- Unknown
- (2012) ACM TRANSACTIONS ON INFORMATION SYSTEMS
- A process simulation based method for scheduling product design change propagation
- (2012) Yuliang Li et al. ADVANCED ENGINEERING INFORMATICS
- Identifying helpful online reviews: A product designer’s perspective
- (2012) Ying Liu et al. COMPUTER-AIDED DESIGN
- Refinements to the variety metric for idea evaluation
- (2012) Paul-Armand Verhaegen et al. DESIGN STUDIES
- Comparison of feature-level learning methods for mining online consumer reviews
- (2012) Li Chen et al. EXPERT SYSTEMS WITH APPLICATIONS
- A multi-objective genetic algorithm approach to rule mining for affective product design
- (2012) K.Y. Fung et al. EXPERT SYSTEMS WITH APPLICATIONS
- Weakness Finder: Find product weakness from Chinese reviews by using aspects based sentiment analysis
- (2012) Wenhao Zhang et al. EXPERT SYSTEMS WITH APPLICATIONS
- On integrating multiple type preferences into competitive analyses of customer requirements in product planning
- (2012) Yan-Lai Li et al. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
- Affective and cognitive design for mass personalization: status and prospect
- (2012) Feng Zhou et al. JOURNAL OF INTELLIGENT MANUFACTURING
- Design theory and conceptual design: contrasting functional decomposition and morphology with parameter analysis
- (2012) Ehud Kroll RESEARCH IN ENGINEERING DESIGN
- Feature-Based Visual Sentiment Analysis of Text Document Streams
- (2012) Christian Rohrdantz et al. ACM Transactions on Intelligent Systems and Technology
- Bilingual Co-Training for Sentiment Classification of Chinese Product Reviews
- (2011) Xiaojun Wan COMPUTATIONAL LINGUISTICS
- Learning the “Whys”: Discovering design rationale using text mining — An algorithm perspective
- (2011) Yan Liang et al. COMPUTER-AIDED DESIGN
- How to design and utilize online customer center to support new product concept generation
- (2011) Yongtae Park et al. EXPERT SYSTEMS WITH APPLICATIONS
- An integrated linguistic-based group decision-making approach for quality function deployment
- (2011) Xiao-Tun Wang et al. EXPERT SYSTEMS WITH APPLICATIONS
- SNIPPET-BASED UNSUPERVISED APPROACH FOR SENTIMENT CLASSIFICATION OF CHINESE ONLINE REVIEWS
- (2011) YIJUN LI et al. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING
- Trend Mining for Predictive Product Design
- (2011) Conrad S. Tucker et al. JOURNAL OF MECHANICAL DESIGN
- Deriving the Pricing Power of Product Features by Mining Consumer Reviews
- (2011) Nikolay Archak et al. MANAGEMENT SCIENCE
- Ontology-based customer preference modeling for concept generation
- (2010) Dongxing Cao et al. ADVANCED ENGINEERING INFORMATICS
- Product design enhancement using apparent usability and affective quality
- (2010) Rosemary R. Seva et al. APPLIED ERGONOMICS
- Mining comparative opinions from customer reviews for Competitive Intelligence
- (2010) Kaiquan Xu et al. DECISION SUPPORT SYSTEMS
- Quality evaluation of product reviews using an information quality framework
- (2010) Chien Chin Chen et al. DECISION SUPPORT SYSTEMS
- A fuzzy-AHP approach to prioritization of CS attributes in target planning for automotive product development
- (2010) Bimal Nepal et al. EXPERT SYSTEMS WITH APPLICATIONS
- One-Step QFD based 3D morphological charts for concept generation of product variant design
- (2010) Cheng-Hung Lo et al. EXPERT SYSTEMS WITH APPLICATIONS
- Integration of Kano’s Model into quality function deployment (QFD)
- (2010) Ankur Chaudha et al. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
- Refining Kano's ‘quality attributes–satisfaction’ model: A moderated regression approach
- (2010) Shu-Ping Lin et al. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
- A Method for Function Dividing in Conceptual Design by Focusing on Linguistic Hierarchal Relations
- (2010) Eiko Yamamoto et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- Hybrid Association Mining and Refinement for Affective Mapping in Emotional Design
- (2010) Feng Zhou et al. JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
- An intelligent fuzzy regression approach for affective product design that captures nonlinearity and fuzziness
- (2010) K. Y. Chan et al. JOURNAL OF ENGINEERING DESIGN
- An information gain-based approach for recommending useful product reviews
- (2010) Richong Zhang et al. KNOWLEDGE AND INFORMATION SYSTEMS
- Mathematical morphology for design and manufacturing
- (2010) Antonio Jimeno-Morenilla et al. MATHEMATICAL AND COMPUTER MODELLING
- Comparing sentiment expression in movie reviews from four online genres
- (2010) Jin‐Cheon Na et al. ONLINE INFORMATION REVIEW
- Evolutionary product line design balancing customer needs and product commonality
- (2009) S.L. Chen et al. CIRP ANNALS-MANUFACTURING TECHNOLOGY
- An experimental study on the effects of a computational design tool on concept generation
- (2009) Tolga Kurtoglu et al. DESIGN STUDIES
- Concept blending and dissimilarity: factors for creative concept generation process
- (2009) Yukari Nagai et al. DESIGN STUDIES
- A methodology of generating customer satisfaction models for new product development using a neuro-fuzzy approach
- (2009) C.K. Kwong et al. EXPERT SYSTEMS WITH APPLICATIONS
- Multi-facet product information search and retrieval using semantically annotated product family ontology
- (2009) Soon Chong Johnson Lim et al. INFORMATION PROCESSING & MANAGEMENT
- A rough set based decision support approach to improving consumer affective satisfaction in product design
- (2009) Lian-Yin Zhai et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- Decision support for the design of affective products
- (2009) Cathy Barnes et al. JOURNAL OF ENGINEERING DESIGN
- Unknown
- (2008) ACM TRANSACTIONS ON INFORMATION SYSTEMS
- A computerized optimization framework for the morphological matrix applied to aircraft conceptual design
- (2008) Johan Ölvander et al. COMPUTER-AIDED DESIGN
- The role of timing and analogical similarity in the stimulation of idea generation in design
- (2008) Ian Tseng et al. DESIGN STUDIES
- Gather customer concerns from online product reviews – A text summarization approach
- (2008) Jiaming Zhan et al. EXPERT SYSTEMS WITH APPLICATIONS
- A three-phase integrated model for product configuration change problems
- (2008) H.S. Wang et al. EXPERT SYSTEMS WITH APPLICATIONS
- AMAZING: A sentiment mining and retrieval system
- (2008) Qingliang Miao et al. EXPERT SYSTEMS WITH APPLICATIONS
- Integrating the Kano model into a robust design approach to enhance customer satisfaction with product design
- (2008) Chun-Chih Chen et al. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
- Customer satisfaction driven quality improvement target planning for product development in automotive industry
- (2008) Om Prakash Yadav et al. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS
- A FUZZY MULTI-OBJECTIVE MODEL OF QFD PRODUCT PLANNING INTEGRATING KANO MODEL
- (2008) LI-FENG MU et al. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS
- A Bayesian support tool for morphological design
- (2007) P.C. Matthews ADVANCED ENGINEERING INFORMATICS
- Ranking of customer requirements in a competitive environment
- (2007) Xin Lai et al. COMPUTERS & INDUSTRIAL ENGINEERING
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started