Matches in SemOpenAlex for { <https://semopenalex.org/work/W2599443987> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2599443987 endingPage "368" @default.
- W2599443987 startingPage "354" @default.
- W2599443987 abstract "Managing individual expertise is a major concern within any industrial-wide organization. If previous works have extensively studied the related expertise and authority profiling issues, they assume a semantic independence of these two key concepts. In digital libraries, state-of-the-art models generally summarize the researchers’ profile by using solely textual information. Consequently, authors with a large amount of publications are mechanically fostered to the detriment of less prolific ones with probably higher expertise. To overcome this drawback we propose to merge the two representations of expertise and authority and balance the results by capturing a mutual reinforcement principle between these two notions. Based on a graph representation of the library, the expert profiling task is formulated as an optimization problem where latent expertise and authority representations are learned simultaneously, unbiasing the expertise scores of individuals with a large amount of publications. The proposal is instanciated on a public scientific bibliographic dataset where researchers’ publications are considered as a source of evidence of individuals’ expertise and citation relations as a source of authoritative signals. Results from our experiments conducted over the Microsoft Academic Search database demonstrate significant efficiency improvement in comparison with state-of-the-art models for the expert retrieval task." @default.
- W2599443987 created "2017-04-07" @default.
- W2599443987 creator A5011716068 @default.
- W2599443987 creator A5023115127 @default.
- W2599443987 creator A5036483175 @default.
- W2599443987 creator A5067007340 @default.
- W2599443987 creator A5087434029 @default.
- W2599443987 date "2017-01-01" @default.
- W2599443987 modified "2023-10-11" @default.
- W2599443987 title "A Unified Approach for Learning Expertise and Authority in Digital Libraries" @default.
- W2599443987 cites W1549187569 @default.
- W2599443987 cites W182769232 @default.
- W2599443987 cites W1978558026 @default.
- W2599443987 cites W2025895610 @default.
- W2599443987 cites W2038819721 @default.
- W2599443987 cites W2043252224 @default.
- W2599443987 cites W2046083725 @default.
- W2599443987 cites W2051669046 @default.
- W2599443987 cites W2094822703 @default.
- W2599443987 cites W2104973501 @default.
- W2599443987 cites W2121577889 @default.
- W2599443987 cites W2126226055 @default.
- W2599443987 cites W2132613313 @default.
- W2599443987 cites W2138621811 @default.
- W2599443987 cites W2150577300 @default.
- W2599443987 cites W2152313299 @default.
- W2599443987 cites W2155653793 @default.
- W2599443987 cites W2165611133 @default.
- W2599443987 cites W2170344111 @default.
- W2599443987 cites W2280636958 @default.
- W2599443987 doi "https://doi.org/10.1007/978-3-319-55699-4_22" @default.
- W2599443987 hasPublicationYear "2017" @default.
- W2599443987 type Work @default.
- W2599443987 sameAs 2599443987 @default.
- W2599443987 citedByCount "0" @default.
- W2599443987 crossrefType "book-chapter" @default.
- W2599443987 hasAuthorship W2599443987A5011716068 @default.
- W2599443987 hasAuthorship W2599443987A5023115127 @default.
- W2599443987 hasAuthorship W2599443987A5036483175 @default.
- W2599443987 hasAuthorship W2599443987A5067007340 @default.
- W2599443987 hasAuthorship W2599443987A5087434029 @default.
- W2599443987 hasBestOaLocation W25994439872 @default.
- W2599443987 hasConcept C111919701 @default.
- W2599443987 hasConcept C124952713 @default.
- W2599443987 hasConcept C132525143 @default.
- W2599443987 hasConcept C136764020 @default.
- W2599443987 hasConcept C142362112 @default.
- W2599443987 hasConcept C164913051 @default.
- W2599443987 hasConcept C187191949 @default.
- W2599443987 hasConcept C197129107 @default.
- W2599443987 hasConcept C23123220 @default.
- W2599443987 hasConcept C2522767166 @default.
- W2599443987 hasConcept C2778805511 @default.
- W2599443987 hasConcept C41008148 @default.
- W2599443987 hasConcept C513874922 @default.
- W2599443987 hasConcept C80444323 @default.
- W2599443987 hasConceptScore W2599443987C111919701 @default.
- W2599443987 hasConceptScore W2599443987C124952713 @default.
- W2599443987 hasConceptScore W2599443987C132525143 @default.
- W2599443987 hasConceptScore W2599443987C136764020 @default.
- W2599443987 hasConceptScore W2599443987C142362112 @default.
- W2599443987 hasConceptScore W2599443987C164913051 @default.
- W2599443987 hasConceptScore W2599443987C187191949 @default.
- W2599443987 hasConceptScore W2599443987C197129107 @default.
- W2599443987 hasConceptScore W2599443987C23123220 @default.
- W2599443987 hasConceptScore W2599443987C2522767166 @default.
- W2599443987 hasConceptScore W2599443987C2778805511 @default.
- W2599443987 hasConceptScore W2599443987C41008148 @default.
- W2599443987 hasConceptScore W2599443987C513874922 @default.
- W2599443987 hasConceptScore W2599443987C80444323 @default.
- W2599443987 hasLocation W25994439871 @default.
- W2599443987 hasLocation W25994439872 @default.
- W2599443987 hasLocation W25994439873 @default.
- W2599443987 hasLocation W25994439874 @default.
- W2599443987 hasLocation W25994439875 @default.
- W2599443987 hasLocation W25994439876 @default.
- W2599443987 hasOpenAccess W2599443987 @default.
- W2599443987 hasPrimaryLocation W25994439871 @default.
- W2599443987 hasRelatedWork W2354081742 @default.
- W2599443987 hasRelatedWork W2372661603 @default.
- W2599443987 hasRelatedWork W2382112581 @default.
- W2599443987 hasRelatedWork W2383231640 @default.
- W2599443987 hasRelatedWork W2389591058 @default.
- W2599443987 hasRelatedWork W2405821543 @default.
- W2599443987 hasRelatedWork W2588987760 @default.
- W2599443987 hasRelatedWork W3124036233 @default.
- W2599443987 hasRelatedWork W4234886518 @default.
- W2599443987 hasRelatedWork W1785572788 @default.
- W2599443987 isParatext "false" @default.
- W2599443987 isRetracted "false" @default.
- W2599443987 magId "2599443987" @default.
- W2599443987 workType "book-chapter" @default.