Matches in SemOpenAlex for { <https://semopenalex.org/work/W2479682262> ?p ?o ?g. }
- W2479682262 endingPage "2696" @default.
- W2479682262 startingPage "2684" @default.
- W2479682262 abstract "New scientific concepts, interpreted broadly, are continuously introduced in the literature, but relatively few concepts have a long-term impact on society. The identification of such concepts is a challenging prediction task that would help multiple parties—including researchers and the general public—focus their attention within the vast scientific literature. In this paper we present a system that predicts the future impact of a scientific concept, represented as a technical term, based on the information available from recently published research articles. We analyze the usefulness of rich features derived from the full text of the articles through a variety of approaches, including rhetorical sentence analysis, information extraction, and time-series analysis. The results from two large-scale experiments with 3.8 million full-text articles and 48 million metadata records support the conclusion that full-text features are significantly more useful for prediction than metadata-only features and that the most accurate predictions result from combining the metadata and full-text features. Surprisingly, these results hold even when the metadata features are available for a much larger number of documents than are available for the full-text features." @default.
- W2479682262 created "2016-08-23" @default.
- W2479682262 creator A5002555329 @default.
- W2479682262 creator A5004719091 @default.
- W2479682262 creator A5005163929 @default.
- W2479682262 creator A5015051661 @default.
- W2479682262 creator A5016925752 @default.
- W2479682262 creator A5019928111 @default.
- W2479682262 creator A5021903562 @default.
- W2479682262 creator A5036079668 @default.
- W2479682262 creator A5041254552 @default.
- W2479682262 creator A5043840749 @default.
- W2479682262 creator A5055937996 @default.
- W2479682262 creator A5070270738 @default.
- W2479682262 creator A5073845134 @default.
- W2479682262 creator A5074134679 @default.
- W2479682262 creator A5077634629 @default.
- W2479682262 creator A5079061237 @default.
- W2479682262 creator A5080063580 @default.
- W2479682262 creator A5081787254 @default.
- W2479682262 creator A5083475353 @default.
- W2479682262 creator A5091139670 @default.
- W2479682262 date "2016-01-11" @default.
- W2479682262 modified "2023-09-24" @default.
- W2479682262 title "Predicting the impact of scientific concepts using full-text features" @default.
- W2479682262 cites W1549917641 @default.
- W2479682262 cites W1576877452 @default.
- W2479682262 cites W1647387714 @default.
- W2479682262 cites W1772386586 @default.
- W2479682262 cites W1870228376 @default.
- W2479682262 cites W1954988134 @default.
- W2479682262 cites W1964116302 @default.
- W2479682262 cites W1965964177 @default.
- W2479682262 cites W1968900087 @default.
- W2479682262 cites W1969442546 @default.
- W2479682262 cites W1971937094 @default.
- W2479682262 cites W1976557506 @default.
- W2479682262 cites W1977655472 @default.
- W2479682262 cites W1980282589 @default.
- W2479682262 cites W1982218215 @default.
- W2479682262 cites W1989280111 @default.
- W2479682262 cites W2002034968 @default.
- W2479682262 cites W2005207065 @default.
- W2479682262 cites W2008516411 @default.
- W2479682262 cites W2012055243 @default.
- W2479682262 cites W2014819518 @default.
- W2479682262 cites W2019753053 @default.
- W2479682262 cites W2024296872 @default.
- W2479682262 cites W2025341678 @default.
- W2479682262 cites W2025365931 @default.
- W2479682262 cites W2025441910 @default.
- W2479682262 cites W2029669878 @default.
- W2479682262 cites W2033193852 @default.
- W2479682262 cites W2037859435 @default.
- W2479682262 cites W2040697773 @default.
- W2479682262 cites W2053403152 @default.
- W2479682262 cites W2056944867 @default.
- W2479682262 cites W2058730894 @default.
- W2479682262 cites W2062652446 @default.
- W2479682262 cites W2063626260 @default.
- W2479682262 cites W2074040980 @default.
- W2479682262 cites W2082562729 @default.
- W2479682262 cites W2083084326 @default.
- W2479682262 cites W2093506210 @default.
- W2479682262 cites W2097350739 @default.
- W2479682262 cites W2101964309 @default.
- W2479682262 cites W2109659993 @default.
- W2479682262 cites W2111836958 @default.
- W2479682262 cites W2112090702 @default.
- W2479682262 cites W2120867647 @default.
- W2479682262 cites W2128438887 @default.
- W2479682262 cites W2135355043 @default.
- W2479682262 cites W2135696593 @default.
- W2479682262 cites W2142635246 @default.
- W2479682262 cites W2150569271 @default.
- W2479682262 cites W2150607630 @default.
- W2479682262 cites W2154976069 @default.
- W2479682262 cites W2157628440 @default.
- W2479682262 cites W2158196600 @default.
- W2479682262 cites W2163978340 @default.
- W2479682262 cites W2171663428 @default.
- W2479682262 cites W2184410296 @default.
- W2479682262 cites W2325692488 @default.
- W2479682262 cites W2489691424 @default.
- W2479682262 cites W2949092401 @default.
- W2479682262 cites W2949130492 @default.
- W2479682262 cites W2963768438 @default.
- W2479682262 cites W3101701824 @default.
- W2479682262 cites W3102760324 @default.
- W2479682262 cites W3106088197 @default.
- W2479682262 cites W3115804642 @default.
- W2479682262 cites W3121315213 @default.
- W2479682262 cites W3122442515 @default.
- W2479682262 cites W3124644589 @default.
- W2479682262 cites W3126115821 @default.
- W2479682262 cites W4206649484 @default.
- W2479682262 cites W4207081475 @default.
- W2479682262 cites W4238452917 @default.