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Dynamic elicitation and forecasting innovation requirement of smart product-service system via user-manufacturer value co-creation perspective using multi-source data
16 references·1 citing·50 second hop
Dynamic elicitation and forecasting innovation requirement of smart product-service system via user-manufacturer value co-creation perspective using multi-source data (2024)Dynamic elicitation and forecasting innov…Kansei engineering for new energy vehicle exterior design: An internet big data mining approach (2021)Kansei engineering for new en…A survey of smart product-service systems: Key aspects, challenges and future perspectives (2019)A survey of smart product-ser…A rough-fuzzy DEMATEL-ANP method for evaluating sustainable value requirement of product service system (2019)A rough-fuzzy DEMATEL-ANP met…A novel data-driven graph-based requirement elicitation framework in the smart product-service system context (2019)A novel data-driven graph-bas…A graph-based context-aware requirement elicitation approach in smart product-service systems (2019)A graph-based context-aware r…Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage (2018)Utilizing text mining and Kan…A systematic design approach for service innovation of smart product-service systems (2018)A systematic design approach …A rough DEMATEL-based approach for evaluating interaction between requirements of product-service system (2017)A rough DEMATEL-based approac…Value co-creation process of integrated product-services: Effect of role ambiguities and relational coping strategies (2016)Value co-creation process of …Requirement management for product-service systems: Status review and future trends (2016)Requirement management for pr…Comparison of China's primary energy consumption forecasting by using ARIMA (the autoregressive integrated moving average) model and GM(1,1) model (2016)Comparison of China's primary…The Design of Smart Product-Service Systems (PSSs): An Exploration of Design Characteristics (2015)The Design of Smart Product-S…Product–Service Systems Engineering: State of the art and research challenges (2012)Product–Service Systems Engin…Detecting signals of new technological opportunities using semantic patent analysis and outlier detection (2011)Detecting signals of new tech…Bibliometric impact measures leveraging topic analysis (2006)Bibliometric impact measures …Using grey theory in quality function deployment to analyse dynamic customer requirements (2004)Using grey theory in quality …Identifying technology opportunities via technology landscape from the perspective of convergence degree: A case study of computer vision and wind power (2025)Identifying technology opport…Servitization of business: Adding value by adding services (1988)Soft Systems Methodology in Action (1991)Managing the transition from products to services (2003)Looking beyond the rim of one's teacup: a multidisciplinary literature review of Product-Service Systems in Information Systems, Business Management, and Engineering & Design (2013)Structuring servitization-related research (2018)Servitization research: A review and bibliometric analysis of past achievements and future promises (2021)Direct validation of citation counts as indicators of industrially important patents (1991)Data fusion (2009)The Innovator's Dilemma (2011)Identification of promising patents for technology transfers using TRIZ evolution trends (2012)Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis (2012)The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis (2016)Servicescapes: The Impact of Physical Surroundings on Customers and Employees (1992)A General Inductive Approach for Analyzing Qualitative Evaluation Data (2006)From game design elements to gamefulness (2011)Towards a framework of smart-circular systems: An integrative literature review (2019)A Knowledge Graph-Aided Concept–Knowledge Approach for Evolutionary Smart Product–Service System Development (2020)Developing a personalized recommendation system in a smart product service system based on unsupervised learning model (2021)Case Study Research: Design and Methods (1984)Case Study Research: Design and Methods (1991)Basics of Qualitative Research: Grounded Theory Procedures and Techniques. 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References

  • 2018A systematic design approach for service innovation of smart product-service systems411 cited
  • 2016Comparison of China's primary energy consumption forecasting by using ARIMA (the autoregressive integrated moving average) model and GM(1,1) model393 cited
  • 2012Product–Service Systems Engineering: State of the art and research challenges388 cited
  • 2019A survey of smart product-service systems: Key aspects, challenges and future perspectives369 cited
  • 2015The Design of Smart Product-Service Systems (PSSs): An Exploration of Design Characteristics203 cited
  • 2011Detecting signals of new technological opportunities using semantic patent analysis and outlier detection182 cited
  • 2019A novel data-driven graph-based requirement elicitation framework in the smart product-service system context144 cited
  • 2016Value co-creation process of integrated product-services: Effect of role ambiguities and relational coping strategies136 cited
  • 2019A rough-fuzzy DEMATEL-ANP method for evaluating sustainable value requirement of product service system132 cited
  • 2016Requirement management for product-service systems: Status review and future trends131 cited
  • 2019A graph-based context-aware requirement elicitation approach in smart product-service systems121 cited
  • 2006Bibliometric impact measures leveraging topic analysis117 cited
  • 2017A rough DEMATEL-based approach for evaluating interaction between requirements of product-service system

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112 cited
  • 2004Using grey theory in quality function deployment to analyse dynamic customer requirements105 cited
  • 2018Utilizing text mining and Kansei Engineering to support data-driven design automation at conceptual design stage105 cited
  • 2021Kansei engineering for new energy vehicle exterior design: An internet big data mining approach102 cited
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    • 2025Identifying technology opportunities via technology landscape from the perspective of convergence degree: A case study of computer vision and wind power5 cited