TY - GEN
T1 - Imitating human literature review writing
T2 - 12th International Conference on Asia-Pacific Digital Libraries, ICADL 2010
AU - Jaidka, Kokil
AU - Khoo, Christopher
AU - Na, Jin Cheon
PY - 2010
Y1 - 2010
N2 - This paper gives an overview of a project to generate literature reviews from a set of research papers, based on techniques drawn from human summarization behavior. For this study, we identify the key features of natural literature reviews through a macro-level and clause-level discourse analysis; we also identify human information selection strategies by mapping referenced information to source documents. Our preliminary results of discourse analysis have helped us characterize literature review writing styles based on their document structure and rhetorical structure. These findings will be exploited to design templates for automatic content generation.
AB - This paper gives an overview of a project to generate literature reviews from a set of research papers, based on techniques drawn from human summarization behavior. For this study, we identify the key features of natural literature reviews through a macro-level and clause-level discourse analysis; we also identify human information selection strategies by mapping referenced information to source documents. Our preliminary results of discourse analysis have helped us characterize literature review writing styles based on their document structure and rhetorical structure. These findings will be exploited to design templates for automatic content generation.
KW - discourse analysis
KW - literature reviews
KW - multi-document summarization
KW - rhetorical structure
UR - http://www.scopus.com/inward/record.url?scp=77955446885&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=77955446885&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-13654-2_14
DO - 10.1007/978-3-642-13654-2_14
M3 - Conference contribution
AN - SCOPUS:77955446885
SN - 3642136532
SN - 9783642136535
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 116
EP - 119
BT - Role of Digital Libraries in a Time of Global Change - 12th International Conference on Asia-Pacific Digital Libraries, ICADL 2010, Proceedings
Y2 - 21 June 2010 through 25 June 2010
ER -