caa a22 4500 445348453 CHVBK 20180317142836.0 cr unu---uuuuu 170323e20110501xx s 000 0 eng 10.1007/s11192-011-0349-2 doi (NATIONALLICENCE)springer-10.1007/s11192-011-0349-2 Small Henry Thomson Reuters, 3501 Market Street, Philadelphia, USA aut Interpreting maps of science using citation context sentiments: a preliminary investigation [Elektronische Daten] [Henry Small] It is proposed that citation contexts, the text surrounding references in scientific papers, be analyzed in terms of an expanded notion of sentiment, defined to include attitudes and dispositions toward the cited work. Maps of science at both the specialty and global levels are used as the basis of this analysis. Citation context samples are taken at these levels and contrasted for the appearance of cue word sets, analyzed with the aid of methods from corpus linguistics. Sentiments are shown to vary within a specialty and can be understood in terms of cognitive and social factors. Within-specialty and between-specialty co-citations are contrasted and in some cases suggest a correlation of sentiment with structural location. For example, the sentiment of "uncertainty” is important in interdisciplinary co-citation links, while "utility” is more prevalent within the specialty. Suggestions are made for linking sentiments to technical terms, and for developing sentiment "baselines” for all of science. Akadémiai Kiadó, Budapest, Hungary, 2011 Citation contexts nationallicence Maps of science nationallicence Sentiment analysis nationallicence Corpus linguistics nationallicence Scientometrics Springer Netherlands 87/2(2011-05-01), 373-388 0138-9130 87:2<373 2011 87 11192 https://doi.org/10.1007/s11192-011-0349-2 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.1007/s11192-011-0349-2 text/html Onlinezugriff via DOI NATIONALLICENCE 100 1- Small Henry Thomson Reuters, 3501 Market Street, Philadelphia, USA aut NATIONALLICENCE 773 0- Scientometrics Springer Netherlands 87/2(2011-05-01), 373-388 0138-9130 87:2<373 2011 87 11192 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer