Matches in SemOpenAlex for { <https://semopenalex.org/work/W3198605401> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W3198605401 abstract "Patent document is the most suitable element containing inventive knowledge. How to efficiently use this knowledge towards R&D activities has been becoming a significant challenge for engineers. In particular, in patent documents, corresponding solutions of different domains problems might be a kind of latent inventive solutions for target problems when these problems are similar enough. With the help of our previous works, latent inventive solutions from different domains patents are able to retrieve by IDM-SIM model based on LSTM neural networks and IDM-Matching model relying on XLNet neural networks. Nevertheless, we also notice that several solutions with the same similarity value are generated when a large size of input patents. It produces an obstacle for engineers to choose the most suitable inventive solutions. In this work, we propose thus an inventive solutions ranking model called PatRIS relying on the multiple-criteria decision analysis (MCDA) approach to rank inventiveness of latent solutions via corresponding patent indicators and the semantic similarity indicator. We postulate that latent solutions inventiveness is a positive correlation with corresponding patents inventiveness. The final case study over the real-world patent dataset illustrates the effectiveness of our method. This work aims to help engineers easily achieve the most possible inventive solutions from a large size of patents. To our best knowledge, no other such work proposes a way to rank inventive solutions from patent documents. Moreover, it illustrates a promising usage of automatically achieving latent inventive solutions from a large size of patent documents for engineers." @default.
- W3198605401 created "2021-09-13" @default.
- W3198605401 creator A5026220468 @default.
- W3198605401 creator A5029041543 @default.
- W3198605401 creator A5046294680 @default.
- W3198605401 creator A5084241443 @default.
- W3198605401 date "2021-01-01" @default.
- W3198605401 modified "2023-09-27" @default.
- W3198605401 title "PatRIS: Patent Ranking Inventive Solutions" @default.
- W3198605401 cites W1990300357 @default.
- W3198605401 cites W2004265721 @default.
- W3198605401 cites W2010635808 @default.
- W3198605401 cites W2044315762 @default.
- W3198605401 cites W2056909456 @default.
- W3198605401 cites W2064675550 @default.
- W3198605401 cites W2071935604 @default.
- W3198605401 cites W2084110222 @default.
- W3198605401 cites W2116017346 @default.
- W3198605401 cites W2118164384 @default.
- W3198605401 cites W2129372057 @default.
- W3198605401 cites W2346504520 @default.
- W3198605401 cites W2516866938 @default.
- W3198605401 cites W2793429719 @default.
- W3198605401 cites W2898556434 @default.
- W3198605401 cites W2978627102 @default.
- W3198605401 cites W3021924892 @default.
- W3198605401 cites W3092406731 @default.
- W3198605401 cites W3123586215 @default.
- W3198605401 cites W3124012482 @default.
- W3198605401 cites W3125645631 @default.
- W3198605401 cites W3133535060 @default.
- W3198605401 cites W4242927059 @default.
- W3198605401 cites W4251841182 @default.
- W3198605401 doi "https://doi.org/10.1007/978-3-030-86475-0_29" @default.
- W3198605401 hasPublicationYear "2021" @default.
- W3198605401 type Work @default.
- W3198605401 sameAs 3198605401 @default.
- W3198605401 citedByCount "0" @default.
- W3198605401 crossrefType "book-chapter" @default.
- W3198605401 hasAuthorship W3198605401A5026220468 @default.
- W3198605401 hasAuthorship W3198605401A5029041543 @default.
- W3198605401 hasAuthorship W3198605401A5046294680 @default.
- W3198605401 hasAuthorship W3198605401A5084241443 @default.
- W3198605401 hasConcept C189430467 @default.
- W3198605401 hasConcept C23123220 @default.
- W3198605401 hasConcept C41008148 @default.
- W3198605401 hasConceptScore W3198605401C189430467 @default.
- W3198605401 hasConceptScore W3198605401C23123220 @default.
- W3198605401 hasConceptScore W3198605401C41008148 @default.
- W3198605401 hasLocation W31986054011 @default.
- W3198605401 hasLocation W31986054012 @default.
- W3198605401 hasLocation W31986054013 @default.
- W3198605401 hasOpenAccess W3198605401 @default.
- W3198605401 hasPrimaryLocation W31986054011 @default.
- W3198605401 hasRelatedWork W2026095310 @default.
- W3198605401 hasRelatedWork W2086064646 @default.
- W3198605401 hasRelatedWork W2115485936 @default.
- W3198605401 hasRelatedWork W2118564381 @default.
- W3198605401 hasRelatedWork W2119135658 @default.
- W3198605401 hasRelatedWork W2152204162 @default.
- W3198605401 hasRelatedWork W2163901716 @default.
- W3198605401 hasRelatedWork W2329791227 @default.
- W3198605401 hasRelatedWork W2357241418 @default.
- W3198605401 hasRelatedWork W2739821120 @default.
- W3198605401 isParatext "false" @default.
- W3198605401 isRetracted "false" @default.
- W3198605401 magId "3198605401" @default.
- W3198605401 workType "book-chapter" @default.