Matches in SemOpenAlex for { <https://semopenalex.org/work/W4327987029> ?p ?o ?g. }
- W4327987029 endingPage "122481" @default.
- W4327987029 startingPage "122481" @default.
- W4327987029 abstract "Technology opportunity analysis (TOA) has been the subject of many prior studies, most of which have focused on deconstructing and restructuring the original knowledge structure in a single domain. This study suggests a method by extending technology elements with BERT and TRIZ that endeavors to address these issues. First, patents collected from the Derwent database were used as data sources. Second, BERT was employed to construct a technology landscape as a vector space model where similar technology elements are classified into the same technology topic. Meanwhile, TEMPEST was employed to cluster technology topics and elements according to different functions and other dimensions. Third, technology elements were extended by function-oriented search (FOS), which is a useful method of TRIZ. It includes extracting new technology elements from newly retrieved patents about implementing a specific function in other domains. Fourth, technology opportunities were identified by recombining original and new technology elements and then verifying their feasibility. Finally, the proposed approach was employed in empirical analysis for unmanned ships and 10 technology opportunities generated through knowledge migration. The process designed in this study combines quantitative modeling and qualitative analysis, which realizes accurate search and efficient innovation among different domains." @default.
- W4327987029 created "2023-03-21" @default.
- W4327987029 creator A5017603170 @default.
- W4327987029 creator A5018814025 @default.
- W4327987029 creator A5021901509 @default.
- W4327987029 creator A5038023964 @default.
- W4327987029 creator A5077595112 @default.
- W4327987029 date "2023-06-01" @default.
- W4327987029 modified "2023-10-01" @default.
- W4327987029 title "Development of technology opportunity analysis based on technology landscape by extending technology elements with BERT and TRIZ" @default.
- W4327987029 cites W1960236425 @default.
- W4327987029 cites W1988680150 @default.
- W4327987029 cites W1992760964 @default.
- W4327987029 cites W2000039169 @default.
- W4327987029 cites W2002416399 @default.
- W4327987029 cites W2043068576 @default.
- W4327987029 cites W2057923028 @default.
- W4327987029 cites W2088921456 @default.
- W4327987029 cites W2266752991 @default.
- W4327987029 cites W24524376 @default.
- W4327987029 cites W2610433456 @default.
- W4327987029 cites W2789889016 @default.
- W4327987029 cites W2791996164 @default.
- W4327987029 cites W2803822350 @default.
- W4327987029 cites W2804008617 @default.
- W4327987029 cites W2810954480 @default.
- W4327987029 cites W2883890202 @default.
- W4327987029 cites W2884807317 @default.
- W4327987029 cites W2886203377 @default.
- W4327987029 cites W2908174166 @default.
- W4327987029 cites W2914737948 @default.
- W4327987029 cites W2917564642 @default.
- W4327987029 cites W2963528528 @default.
- W4327987029 cites W2973106912 @default.
- W4327987029 cites W2975945642 @default.
- W4327987029 cites W2998404726 @default.
- W4327987029 cites W3005514019 @default.
- W4327987029 cites W3011189253 @default.
- W4327987029 cites W3020485197 @default.
- W4327987029 cites W3020674519 @default.
- W4327987029 cites W3020785751 @default.
- W4327987029 cites W3028577205 @default.
- W4327987029 cites W3033528740 @default.
- W4327987029 cites W3046357466 @default.
- W4327987029 cites W3049130331 @default.
- W4327987029 cites W3062751971 @default.
- W4327987029 cites W3097995379 @default.
- W4327987029 cites W3110199926 @default.
- W4327987029 cites W3123586215 @default.
- W4327987029 cites W3134919480 @default.
- W4327987029 cites W3153495133 @default.
- W4327987029 cites W3157575185 @default.
- W4327987029 cites W3160600974 @default.
- W4327987029 cites W3211402758 @default.
- W4327987029 cites W3212366157 @default.
- W4327987029 cites W4200211261 @default.
- W4327987029 cites W4221014796 @default.
- W4327987029 doi "https://doi.org/10.1016/j.techfore.2023.122481" @default.
- W4327987029 hasPublicationYear "2023" @default.
- W4327987029 type Work @default.
- W4327987029 citedByCount "4" @default.
- W4327987029 countsByYear W43279870292023 @default.
- W4327987029 crossrefType "journal-article" @default.
- W4327987029 hasAuthorship W4327987029A5017603170 @default.
- W4327987029 hasAuthorship W4327987029A5018814025 @default.
- W4327987029 hasAuthorship W4327987029A5021901509 @default.
- W4327987029 hasAuthorship W4327987029A5038023964 @default.
- W4327987029 hasAuthorship W4327987029A5077595112 @default.
- W4327987029 hasConcept C10138342 @default.
- W4327987029 hasConcept C111919701 @default.
- W4327987029 hasConcept C134306372 @default.
- W4327987029 hasConcept C136764020 @default.
- W4327987029 hasConcept C14036430 @default.
- W4327987029 hasConcept C154945302 @default.
- W4327987029 hasConcept C162324750 @default.
- W4327987029 hasConcept C199360897 @default.
- W4327987029 hasConcept C2522767166 @default.
- W4327987029 hasConcept C2776971686 @default.
- W4327987029 hasConcept C2777855551 @default.
- W4327987029 hasConcept C2778572836 @default.
- W4327987029 hasConcept C2778800418 @default.
- W4327987029 hasConcept C2780801425 @default.
- W4327987029 hasConcept C33923547 @default.
- W4327987029 hasConcept C36503486 @default.
- W4327987029 hasConcept C38652104 @default.
- W4327987029 hasConcept C41008148 @default.
- W4327987029 hasConcept C45237549 @default.
- W4327987029 hasConcept C78458016 @default.
- W4327987029 hasConcept C86803240 @default.
- W4327987029 hasConcept C98045186 @default.
- W4327987029 hasConceptScore W4327987029C10138342 @default.
- W4327987029 hasConceptScore W4327987029C111919701 @default.
- W4327987029 hasConceptScore W4327987029C134306372 @default.
- W4327987029 hasConceptScore W4327987029C136764020 @default.
- W4327987029 hasConceptScore W4327987029C14036430 @default.
- W4327987029 hasConceptScore W4327987029C154945302 @default.
- W4327987029 hasConceptScore W4327987029C162324750 @default.
- W4327987029 hasConceptScore W4327987029C199360897 @default.