1,375
Views
56
CrossRef citations to date
0
Altmetric
Articles

Identification of the to-be-improved product features based on online reviews for product redesign

, & ORCID Icon
Pages 2464-2479 | Received 10 Feb 2018, Accepted 17 Aug 2018, Published online: 16 Sep 2018

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (9)

Serkan Güneş. (2023) Extracting design knowledge from online product reviews to support design creativity. International Journal of Design Creativity and Innovation 11:4, pages 273-293.
Read now
Wei Liu, Ruirui Chai, Xinyan Cao, Xiang Fang & Yu Yang. (2023) Promoting product idea contribution of heterogeneous users for product improvement in online innovation communities. International Journal of Production Research 61:11, pages 3599-3620.
Read now
Haijiao Li, Kuan Yang & Guoqing Zhang. (2023) The impact of online reviews on pricing strategy and coordination in a two-period two-echelon supply chain. INFOR: Information Systems and Operational Research 61:1, pages 1-33.
Read now
Jovani Taveira de Souza, Rômulo Henrique Gomes de Jesus, Mariane Bigarelli Ferreira, Daiane Maria de Genaro Chiroli, Cassiano Moro Piekarski & Antonio Carlos de Francisco. (2022) How is the product development process supported by data mining and machine learning techniques?. Technology Analysis & Strategic Management 0:0, pages 1-13.
Read now
Yinfeng Du, Dun Liu & Hengxin Duan. (2022) A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products. International Journal of Production Research 60:13, pages 4176-4196.
Read now
Sadra Ahmadi, Sajjad Shokouhyar, Mohammad Hossein Shahidzadeh & I. Elpiniki Papageorgiou. (2022) The bright side of consumers’ opinions of improving reverse logistics decisions: a social media analytic framework. International Journal of Logistics Research and Applications 25:6, pages 977-1010.
Read now
Yupeng Li, Mengting Zhang & Dongping Chen. (2021) Product obsolescence assessment based on the hybrid uncertain Information Axiom. Journal of Engineering Design 32:8, pages 375-396.
Read now
Haizhu Zhang, Shengfeng Qin, Rong Li, Yisheng Zou & Guofu Ding. (2020) Progressive modelling of feature-centred product family development. International Journal of Production Research 58:12, pages 3701-3723.
Read now
Shupeng Huang, Andrew Potter & Daniel Eyers. (2020) Social media in operations and supply chain management: State-of-the-Art and research directions. International Journal of Production Research 58:6, pages 1893-1925.
Read now

Articles from other publishers (47)

Fang Zhang & Wenyan Song. (2024) Product improvement in a big data environment: A novel method based on text mining and large group decision making. Expert Systems with Applications 245, pages 123015.
Crossref
Chaoxiang Yang, Tengfei Xu & Junnan Ye. (2024) Applying TRIZ and Kansei engineering to the eco-innovative product design towards waste recycling with latent Dirichlet allocation topic model analysis. Engineering Applications of Artificial Intelligence 133, pages 107962.
Crossref
Jindong Qin, Pan Zheng & Xiaojun Wang. (2024) Product Redesign and Innovation Based on Online Reviews: A Multistage Combined Search Method. INFORMS Journal on Computing.
Crossref
Tana Siqin, Tsan-Ming Choi, Sai-Ho Chung & Xin Wen. (2024) Platform Operations in the Industry 4.0 Era: Recent Advances and the 3As Framework. IEEE Transactions on Engineering Management 71, pages 1145-1162.
Crossref
Leonardo Frizziero, Christian Leon-Cardenas, Giulio Galiè & Alfredo Liverani. (2023) Industrial Design Structure: a straightforward organizational integration of DFSS and QFD in a new industry and market reality. The TQM Journal 35:8, pages 2413-2435.
Crossref
Zhen He, Lu Zheng & Shuguang He. (2022) A novel approach for product competitive analysis based on online reviews. Electronic Commerce Research 23:4, pages 2259-2290.
Crossref
Huimin Jiang & Farzad Sabetzadeh. (2023) A Multi-Objective Optimization-Algorithm-Based ANFIS Approach for Modeling Dynamic Customer Preferences with Explicit Nonlinearity. Mathematics 11:21, pages 4559.
Crossref
Mehrbakhsh Nilashi, Rabab Ali Abumalloh, Hossein Ahmadi, Sarminah Samad, Mesfer Alrizq, Hamad Abosaq & Abdullah Alghamdi. (2023) The nexus between quality of customer relationship management systems and customers' satisfaction: Evidence from online customers’ reviews. Heliyon 9:11, pages e21828.
Crossref
Mohammad Amin Darzi, Sadra Ahmadi & Sajjad Shokouhyar. (2023) Cross-cultural ranking of cellphone life cycle issues for strategic CSR marketing with social media-based AHP. Environment, Development and Sustainability.
Crossref
Hanyang Luo, Wugang Song, Wanhua Zhou, Xudong Lin & Sumin Yu. (2023) An Analysis Framework to Reveal Automobile Users’ Preferences from Online User-Generated Content. Sustainability 15:18, pages 13336.
Crossref
Xiaozhen Lian, Ying Liu, Xiangjian Bu & Liang Hou. (2023) Combined forecasting approach for product quality based on support vector regression and gray forecasting model. Advanced Engineering Informatics 57, pages 102070.
Crossref
Jinfeng Wang, Zhixin Zhang, Kuo-Yi Lin & Lijie Feng. (2023) Systematic knowledge-based product redesign: An empirical study of solar power system for unmanned transport ship. Advanced Engineering Informatics 57, pages 102013.
Crossref
Chao He, Zhongkai Li, Dengzhuo Liu, Guangyu Zou & Shuai Wang. (2022) Improving the functional performances for product family by mining online reviews. Journal of Intelligent Manufacturing 34:6, pages 2809-2824.
Crossref
Zhenxing Tian, Ying Li, Xiaogeng Niu & Meiyu Liu. (2023) The impact of digital economy on regional technological innovation capability: An analysis based on China’s provincial panel data. PLOS ONE 18:7, pages e0288065.
Crossref
Soumik Nafis Sadeek & Shinya Hanaoka. (2023) Assessment of text-generated supply chain risks considering news and social media during disruptive events. Social Network Analysis and Mining 13:1.
Crossref
Qing Yang & Pingye Tian. (2023) New product development project management: Insights and research tendency from a bibliometric-based literature review. Concurrent Engineering 31:1-2, pages 65-79.
Crossref
Yang Li, Zeshui Xu & Yixin Zhang. (2023) A Dynamic Product Evaluation Model Based on Online Customer Reviews from the Perspective of the Elaboration Likelihood Model. International Journal of Intelligent Systems 2023, pages 1-14.
Crossref
Pingye Tian & Qing Yang. (2023) The impact of online customer reviews on product iterative innovation. European Journal of Innovation Management.
Crossref
Zhen-Yu Chen, Xin-Li Liu & Li-Ping Yin. (2022) Data-driven product configuration improvement and product line restructuring with text mining and multitask learning. Journal of Intelligent Manufacturing 34:4, pages 2043-2059.
Crossref
Yajun Wang, Xinyu Meng, Chang Xu & Meng Zhao. (2022) Research on electronic word-of-mouth for product and service quality improvement: bibliometric analysis and future directions. International Journal of Intelligent Computing and Cybernetics 16:1, pages 68-98.
Crossref
Xiaozhen Lian, Liang Hou, Wenbo Zhang, Husehng Yan & Ying Liu. (2022) Identifying risky components of display products for redesign considering user attention and failure causality. Soft Computing 27:6, pages 2921-2942.
Crossref
Huimin Jiang, Farzad Sabetzadeh & Kit Yan Chan. (2023) Developing Nonlinear Customer Preferences Models for Product Design Using Opining Mining and Multiobjective PSO-Based ANFIS Approach. Computational Intelligence and Neuroscience 2023, pages 1-13.
Crossref
Jun Li, Xin Guo, Kai Zhang & Wu Zhao. (2023) A knowledge-enabled approach for user experience-driven product improvement at the conceptual design stage. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 37.
Crossref
Qian Zhao, Wu Zhao, Xin Guo, Kai Zhang & Miao Yu. (2022) A dynamic customer requirement mining method for continuous product improvement. Autonomous Intelligent Systems 2:1.
Crossref
Anda Iviana Juniani, Moses Laksono Singgih & Putu Dana Karningsih. (2022) Design for Manufacturing, Assembly, and Reliability: An Integrated Framework for Product Redesign and Innovation. Designs 6:5, pages 88.
Crossref
Wei Chen, Bai Yang & Ying Liu. (2022) An integrated QFD and FMEA approach to identify risky components of products. Advanced Engineering Informatics 54, pages 101808.
Crossref
Daria Vlah, Andrej Kastrin, Janez Povh & Nikola Vukašinović. (2022) Data-driven engineering design: A systematic review using scientometric approach. Advanced Engineering Informatics 54, pages 101774.
Crossref
Yan Xiao, Congdong Li, Matthias Thürer, Yide Liu & Ting Qu. (2022) User preference mining based on fine-grained sentiment analysis. Journal of Retailing and Consumer Services 68, pages 103013.
Crossref
Xiaolong Wang, Yu Wang, Jiacong Wu & Sara Shafiee. (2022) Discovery of Product Features for Redesign from User Implicit Feedback. Mobile Information Systems 2022, pages 1-18.
Crossref
Ioannis Rallis, Yannis Markoulidakis, Ioannis Georgoulas, George Kopsiaftis, Maria Kaselimi, Nikolaos Doulamis & Anastasios Doulamis. (2022) Interpretation of net promoter score attributes using explainable AI. Interpretation of net promoter score attributes using explainable AI.
Sérgio Moro & Paulo Rita. (2022) Data and text mining from online reviews: An automatic literature analysis. WIREs Data Mining and Knowledge Discovery 12:3.
Crossref
Xueling Li, Xiaoyan Zhang, Yuan Liu, Yuanying Mi & Yong Chen. (2022) The impact of artificial intelligence on users' entrepreneurial activities. Systems Research and Behavioral Science 39:3, pages 597-608.
Crossref
Kejia Chen, Jian Jin & Jiayi Luo. (2021) Big consumer opinion data understanding for Kano categorization in new product development. Journal of Ambient Intelligence and Humanized Computing 13:4, pages 2269-2288.
Crossref
Michael Y. Kpiebaareh, Wei-Ping Wu, Brighter Agyemang, Charles R. Haruna & Tandoh Lawrence. (2022) A Generic Graph-Based Method for Flexible Aspect-Opinion Analysis of Complex Product Customer Feedback. Information 13:3, pages 118.
Crossref
Zheng ShiYong, Li JiaYing, Wang HaiJian, Suad Dukhaykh, Wang Lei, Li BiQing & Peng Jie. (2022) Do Product Characteristics Affect Customers’ Participation in Virtual Brand Communities? An Empirical Study. Frontiers in Psychology 12.
Crossref
C. Y. Ng & K. T. Fung. (2022) Fast-Track Product Evaluation From Text Reviews in M-Commerce. International Journal of Strategic Decision Sciences 13:1, pages 1-22.
Crossref
Yu-Shen Fang & Li-Chun Fang. (2022) A Review of Chinese E-Commerce Research 2001-2020. International Journal of E-Business Research 18:1, pages 1-22.
Crossref
Yu-Shen Fang & Li-Chun Fang. (2022) A Review of Chinese E-Commerce Research: 2001–2020. IEEE Access 10, pages 49015-49027.
Crossref
Kaixin Sha, Yupeng Li, Zhihua Zhao & Na Zhang. (2022) Product redesign considering the sensitivity of customer satisfaction. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36.
Crossref
Shupeng Huang, Andrew Potter, Daniel Eyers & Qinyun Li. (2021) The influence of online review adoption on the profitability of capacitated supply chains. Omega 105, pages 102501.
Crossref
Mingxun Zhu. (2021) Implementation of support-vector machine algorithm to develop a model for electronic commerce energy regulatory system. Energy Reports 7, pages 2703-2710.
Crossref
Hanan Yakubu & C.K. Kwong. (2021) Forecasting the importance of product attributes using online customer reviews and Google Trends. Technological Forecasting and Social Change 171, pages 120983.
Crossref
Lu Zheng, Zhen He & Shuguang He. (2021) An integrated probabilistic graphic model and FMEA approach to identify product defects from social media data. Expert Systems with Applications 178, pages 115030.
Crossref
Siyu Zhu, Jin Qi, Jie Hu & Haiqing Huang. (2021) Intelligent product redesign strategy with ontology-based fine-grained sentiment analysis. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 35:3, pages 295-315.
Crossref
Hanan Yakubu, C. K. Kwong & C. K. M. Lee. (2021) A multigene genetic programming-based fuzzy regression approach for modelling customer satisfaction based on online reviews. Soft Computing 25:7, pages 5395-5410.
Crossref
Zhihua Zhao, Yupeng Li & Xuening Chu. (2021) Data-driven approach to identify obsolete functions of products for design improvements. Journal of Intelligent & Fuzzy Systems 40:3, pages 5369-5382.
Crossref
A. Bertoni. (2020) DATA-DRIVEN DESIGN IN CONCEPT DEVELOPMENT: SYSTEMATIC REVIEW AND MISSED OPPORTUNITIES. Proceedings of the Design Society: DESIGN Conference 1, pages 101-110.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.