Matches in SemOpenAlex for { <https://semopenalex.org/work/W2991028045> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2991028045 endingPage "102168" @default.
- W2991028045 startingPage "102168" @default.
- W2991028045 abstract "Abstract Citation analysis does not tell the whole story about the innovativeness of scientific papers. Works by prominent authors tend to receive disproportionately many citations, while publications by less well-known researchers covering the same topics may not attract as much attention. In this paper we address the shortcomings of traditional scientometric approaches by proposing a novel method that utilizes a classifier for predicting publication years based on latent topic distributions. We then calculate real-number innovation scores used to identify potential breakthrough papers and turnaround years. The proposed approach can complement existing citation-based measures of article importance and author contribution analysis; it opens as well novel research direction for time-based, innovation-centered research scientific output evaluation. In our experiments, we focus on two corpora of research papers published over several decades at two well-established conferences: The World Wide Web Conference (WWW) and the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), containing around 3500 documents in total. We indicate significant years and demonstrate examples of highly-ranked papers, thus providing a novel insight on the evolution of the two conferences. Finally, we compare our results to citation analysis and discuss how our approach may complement traditional scientometrics." @default.
- W2991028045 created "2019-12-05" @default.
- W2991028045 creator A5041725664 @default.
- W2991028045 creator A5070037336 @default.
- W2991028045 creator A5079733597 @default.
- W2991028045 date "2020-03-01" @default.
- W2991028045 modified "2023-10-18" @default.
- W2991028045 title "Identifying breakthrough scientific papers" @default.
- W2991028045 cites W1015675232 @default.
- W2991028045 cites W2002646977 @default.
- W2991028045 cites W2043650643 @default.
- W2991028045 cites W2068557399 @default.
- W2991028045 cites W2069656088 @default.
- W2991028045 cites W2080450835 @default.
- W2991028045 cites W2081580037 @default.
- W2991028045 cites W2081968913 @default.
- W2991028045 cites W2102372409 @default.
- W2991028045 cites W2273721238 @default.
- W2991028045 cites W2345209690 @default.
- W2991028045 cites W2346287536 @default.
- W2991028045 cites W2580318018 @default.
- W2991028045 cites W2594090677 @default.
- W2991028045 cites W2760536065 @default.
- W2991028045 cites W2765179427 @default.
- W2991028045 cites W2806298290 @default.
- W2991028045 cites W2887345065 @default.
- W2991028045 cites W2898725686 @default.
- W2991028045 cites W2922013359 @default.
- W2991028045 cites W2963774660 @default.
- W2991028045 cites W4292887282 @default.
- W2991028045 doi "https://doi.org/10.1016/j.ipm.2019.102168" @default.
- W2991028045 hasPublicationYear "2020" @default.
- W2991028045 type Work @default.
- W2991028045 sameAs 2991028045 @default.
- W2991028045 citedByCount "36" @default.
- W2991028045 countsByYear W29910280452020 @default.
- W2991028045 countsByYear W29910280452021 @default.
- W2991028045 countsByYear W29910280452022 @default.
- W2991028045 countsByYear W29910280452023 @default.
- W2991028045 crossrefType "journal-article" @default.
- W2991028045 hasAuthorship W2991028045A5041725664 @default.
- W2991028045 hasAuthorship W2991028045A5070037336 @default.
- W2991028045 hasAuthorship W2991028045A5079733597 @default.
- W2991028045 hasBestOaLocation W29910280451 @default.
- W2991028045 hasConcept C161191863 @default.
- W2991028045 hasConcept C23123220 @default.
- W2991028045 hasConcept C2522767166 @default.
- W2991028045 hasConcept C41008148 @default.
- W2991028045 hasConceptScore W2991028045C161191863 @default.
- W2991028045 hasConceptScore W2991028045C23123220 @default.
- W2991028045 hasConceptScore W2991028045C2522767166 @default.
- W2991028045 hasConceptScore W2991028045C41008148 @default.
- W2991028045 hasIssue "2" @default.
- W2991028045 hasLocation W29910280451 @default.
- W2991028045 hasLocation W29910280452 @default.
- W2991028045 hasOpenAccess W2991028045 @default.
- W2991028045 hasPrimaryLocation W29910280451 @default.
- W2991028045 hasRelatedWork W2101955803 @default.
- W2991028045 hasRelatedWork W2115485936 @default.
- W2991028045 hasRelatedWork W2119135658 @default.
- W2991028045 hasRelatedWork W2119214692 @default.
- W2991028045 hasRelatedWork W2144190808 @default.
- W2991028045 hasRelatedWork W2357241418 @default.
- W2991028045 hasRelatedWork W2366644548 @default.
- W2991028045 hasRelatedWork W2376314740 @default.
- W2991028045 hasRelatedWork W2384888906 @default.
- W2991028045 hasRelatedWork W2469626427 @default.
- W2991028045 hasVolume "57" @default.
- W2991028045 isParatext "false" @default.
- W2991028045 isRetracted "false" @default.
- W2991028045 magId "2991028045" @default.
- W2991028045 workType "article" @default.