FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1978480312> ?p ?o ?g. }

• W1978480312 abstract "The formulation of a product portfolio requires extensive knowledge about the product market space and also the technical limitations of a company’s engineering design and manufacturing processes. A design methodology is presented that significantly enhances the product portfolio design process by eliminating the need for an exhaustive search of all possible product concepts. This is achieved through a decision tree data mining technique that generates a set of product concepts that are subsequently validated in the engineering design using multilevel optimization techniques. The final optimal product portfolio evaluates products based on the following three criteria: (1) it must satisfy customer price and performance expectations (based on the predictive model) defined here as the feasibility criterion; (2) the feasible set of products/variants validated at the engineering level must generate positive profit that we define as the optimality criterion; (3) the optimal set of products/variants should be a manageable size as defined by the enterprise decision makers and should therefore not exceed the product portfolio limit. The strength of our work is to reveal the tremendous savings in time and resources that exist when decision tree data mining techniques are incorporated into the product portfolio design and selection process. Using data mining tree generation techniques, a customer data set of 40,000 responses with 576 unique attribute combinations (entire set of possible product concepts) is narrowed down to 46 product concepts and then validated through the multilevel engineering design response of feasible products. A cell phone example is presented and an optimal product portfolio solution is achieved that maximizes company profit, without violating customer product performance expectations." @default.
• W1978480312 created "2016-06-24" @default.
• W1978480312 creator A5018232256 @default.
• W1978480312 creator A5044103085 @default.
• W1978480312 date "2009-11-02" @default.
• W1978480312 modified "2023-10-18" @default.
• W1978480312 title "Data-Driven Decision Tree Classification for Product Portfolio Design Optimization" @default.
• W1978480312 cites W1832817320 @default.
• W1978480312 cites W1833977909 @default.
• W1978480312 cites W1971722980 @default.
• W1978480312 cites W1971766334 @default.
• W1978480312 cites W1981954121 @default.
• W1978480312 cites W1983785781 @default.
• W1978480312 cites W1994601415 @default.
• W1978480312 cites W1998226015 @default.
• W1978480312 cites W2003742853 @default.
• W1978480312 cites W2005698058 @default.
• W1978480312 cites W2009818992 @default.
• W1978480312 cites W2011412734 @default.
• W1978480312 cites W2036910721 @default.
• W1978480312 cites W2044049295 @default.
• W1978480312 cites W2046817824 @default.
• W1978480312 cites W2053542476 @default.
• W1978480312 cites W2069641426 @default.
• W1978480312 cites W2077750378 @default.
• W1978480312 cites W2082789409 @default.
• W1978480312 cites W2089367555 @default.
• W1978480312 cites W2091874291 @default.
• W1978480312 cites W2093714429 @default.
• W1978480312 cites W2110091083 @default.
• W1978480312 cites W2111564418 @default.
• W1978480312 cites W2112462541 @default.
• W1978480312 cites W2129197268 @default.
• W1978480312 cites W2129353317 @default.
• W1978480312 cites W2130517087 @default.
• W1978480312 cites W2135874135 @default.
• W1978480312 cites W2137305216 @default.
• W1978480312 cites W2154318396 @default.
• W1978480312 cites W2158874658 @default.
• W1978480312 cites W2160182009 @default.
• W1978480312 cites W2166222173 @default.
• W1978480312 cites W2169768310 @default.
• W1978480312 cites W2177980565 @default.
• W1978480312 cites W2491237360 @default.
• W1978480312 cites W29150719 @default.
• W1978480312 cites W4235185733 @default.
• W1978480312 cites W4236137412 @default.
• W1978480312 cites W4239948559 @default.
• W1978480312 cites W4251308138 @default.
• W1978480312 cites W4297957988 @default.
• W1978480312 doi "https://doi.org/10.1115/1.3243634" @default.
• W1978480312 hasPublicationYear "2009" @default.
• W1978480312 type Work @default.
• W1978480312 sameAs 1978480312 @default.
• W1978480312 citedByCount "47" @default.
• W1978480312 countsByYear W19784803122013 @default.
• W1978480312 countsByYear W19784803122015 @default.
• W1978480312 countsByYear W19784803122016 @default.
• W1978480312 countsByYear W19784803122017 @default.
• W1978480312 countsByYear W19784803122018 @default.
• W1978480312 countsByYear W19784803122019 @default.
• W1978480312 countsByYear W19784803122020 @default.
• W1978480312 countsByYear W19784803122021 @default.
• W1978480312 countsByYear W19784803122022 @default.
• W1978480312 countsByYear W19784803122023 @default.
• W1978480312 crossrefType "journal-article" @default.
• W1978480312 hasAuthorship W1978480312A5018232256 @default.
• W1978480312 hasAuthorship W1978480312A5044103085 @default.
• W1978480312 hasConcept C106159729 @default.
• W1978480312 hasConcept C120823896 @default.
• W1978480312 hasConcept C121615247 @default.
• W1978480312 hasConcept C124101348 @default.
• W1978480312 hasConcept C127413603 @default.
• W1978480312 hasConcept C13736549 @default.
• W1978480312 hasConcept C144133560 @default.
• W1978480312 hasConcept C162324750 @default.
• W1978480312 hasConcept C162853370 @default.
• W1978480312 hasConcept C19351080 @default.
• W1978480312 hasConcept C2524010 @default.
• W1978480312 hasConcept C2777348039 @default.
• W1978480312 hasConcept C2780821815 @default.
• W1978480312 hasConcept C33923547 @default.
• W1978480312 hasConcept C41008148 @default.
• W1978480312 hasConcept C42475967 @default.
• W1978480312 hasConcept C56739046 @default.
• W1978480312 hasConcept C84525736 @default.
• W1978480312 hasConcept C90673727 @default.
• W1978480312 hasConceptScore W1978480312C106159729 @default.
• W1978480312 hasConceptScore W1978480312C120823896 @default.
• W1978480312 hasConceptScore W1978480312C121615247 @default.
• W1978480312 hasConceptScore W1978480312C124101348 @default.
• W1978480312 hasConceptScore W1978480312C127413603 @default.
• W1978480312 hasConceptScore W1978480312C13736549 @default.
• W1978480312 hasConceptScore W1978480312C144133560 @default.
• W1978480312 hasConceptScore W1978480312C162324750 @default.
• W1978480312 hasConceptScore W1978480312C162853370 @default.
• W1978480312 hasConceptScore W1978480312C19351080 @default.
• W1978480312 hasConceptScore W1978480312C2524010 @default.
• W1978480312 hasConceptScore W1978480312C2777348039 @default.
• W1978480312 hasConceptScore W1978480312C2780821815 @default.

• next