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Machine learning-based design features decision support tool via customers purchasing data analysis
15 references·2 citing·48 second hop
Machine learning-based design features decision support tool via customers purchasing data analysis (2020)Machine learning-based design features de…Product features characterization and customers’ preferences prediction based on purchasing data (2018)Product features characteriza…Open interface design for product personalization (2017)Open interface design for pro…On mapping tasks during product development (2016)On mapping tasks during produ…A systematic literature review on modular product design (2016)A systematic literature revie…Research Methods: The Essential Knowledge Base (2015)Research Methods: The Essenti…Adaptable design of open architecture products with robust performance (2015)Adaptable design of open arch…Open-architecture products (2013)Open-architecture productsPRODUCT DESIGN AND DEVELOPMENT FIFTH EDITION (2012)PRODUCT DESIGN AND DEVELOPMEN…Product family design and platform-based product development: a state-of-the-art review (2007)Product family design and pla…A Knowledge-Based System Engineering Process for Obtaining Engineering Design Solutions (2005)A Knowledge-Based System Engi…Quality function deployment: A literature review (2002)Quality function deployment: …Design for variety: developing standardized and modularized product platform architectures (2002)Design for variety: developin…A concurrent function deployment technique for a workgroup-based engineering design process (2000)A concurrent function deploym…Synthesis of market research data through a combined effort of QFD, value engineering, and value graph techniques (1998)Synthesis of market research …Review of QFD and related deployment techniques (1998)Review of QFD and related dep…Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review (2024)Data Analytics in Supply Chai…Information mining of customers preferences for product specifications determination using big sales data (2022)Information mining of custome…Introduction to Optimum Design (1990)Taguchi on Robust Technology Development (1993)Axiomatic Design: Advances And Applications (2001)A holistic relook at engineering design methodologies for smart product-service systems development (2020)Design entropy theory: A new design methodology for smart PSS development (2020)A machine learning-based iterative design approach to automate user satisfaction degree prediction in smart product-service system (2022)Modelling the Costs and Benefits of Delayed Product Differentiation (1997)Product variety and manufacturing complexity in assembly systems and supply chains (2008)Design for mass personalization (2010)Design and management of manufacturing systems for production quality (2014)Design, management and control of demanufacturing and remanufacturing systems (2017)Smart remanufacturing: a review and research framework (2020)The role of product architecture in the manufacturing firm (1995)Design Rules (2000)The evolution, challenges, and future of knowledge representation in product design systems (2012)Architectural Leverage: Putting Platforms in Context (2014)Bridging differing perspectives on technological platforms: Toward an integrative framework (2014)PRODUCT DESIGN AND DEVELOPMENT (2018)Quality Is Free: The Art of Making Quality Certain (1979)The House of Quality (1988)Quality Function Deployment : Integrating Customer Requirements into Product Design (1990)Key factors in the successful application of quality function deployment (QFD) (2001)Fuzzy multiple objective programming framework to prioritize design requirements in quality function deployment (2004)A new hesitant fuzzy QFD approach: An application to computer workstation selection (2016)The Machine That Changed the World (1991)Quality function deployment: A teamwork approach (2003)Product Attribute Function Deployment (PAFD) for Decision-Based Conceptual Design (2009)Analysis of new product development research: 1998-2009 (2014)The Voice of the Customer (1993)A systematic approach to quality function deployment with a full illustrative example (2004)Customer involvement in new product development (2005)Review, analysis and classification of the literature on QFD—Types of research, difficulties and benefits (2008)Mass customization: The new frontier in business competition (1999)Product architecture assessment: a tool to link product, process, and supply chain design decisions (2004)Managing complex product development projects with design structure matrices and domain mapping matrices (2007)Engineering change: an overview and perspective on the literature (2010)Conducting research literature reviews: from the Internet to paper (2005)The integrative review: updated methodology (2005)Cochrane Handbook for Systematic Reviews of Interventions (2008)The role of modularity in sustainable design: A systematic review (2017)Module-based product family design: systematic literature review and meta-synthesis (2020)Data-driven value creation in Smart Product-Service System design: State-of-the-art and research directions (2022)Introduction to a special issue on concept mapping (2016)Past experience, traveler personality and tripographics on intention to use Airbnb (2017)Nonconsensual pornography among U.S. adults: A sexual scripts framework on victimization, perpetration, and health correlates for women and men. (2019)Customer Needs in Market-Driven Product Development: Product Management and R&D Standpoints (2014)Modeling and Determining Product Variety for Mass-customized Manufacturing (2014)The Influence of Collaborative IT Tools on NPD (2016)
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References

  • 2002Quality function deployment: A literature review1,092 cited
  • 2007Product family design and platform-based product development: a state-of-the-art review857 cited
  • 2002Design for variety: developing standardized and modularized product platform architectures595 cited
  • 2015Research Methods: The Essential Knowledge Base420 cited
  • 1998Review of QFD and related deployment techniques200 cited
  • 2016A systematic literature review on modular product design185 cited
  • 2013Open-architecture products165 cited
  • 2012PRODUCT DESIGN AND DEVELOPMENT FIFTH EDITION63 cited
  • 2000A concurrent function deployment technique for a workgroup-based engineering design process59 cited
  • 2015Adaptable design of open architecture products with robust performance56 cited
  • 2005A Knowledge-Based System Engineering Process for Obtaining Engineering Design Solutions33 cited
  • 2016On mapping tasks during product development27 cited
  • 2018Product features characterization and customers’ preferences prediction based on purchasing data26 cited
  • 2017Open interface design for product personalization22 cited
  • 1998Synthesis of market research data through a combined effort of QFD, value engineering, and value graph techniques

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17 cited

Cited by

  • 2024Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review18 cited
  • 2022Information mining of customers preferences for product specifications determination using big sales data10 cited