TY - GEN
T1 - A study on paragraph ranking and recommendation by topic information retrieval from biomedical literature
AU - Liu, Heng Hui
AU - Huang, Yi Ting
AU - Chiang, Jung-Hsien
PY - 2010/12/1
Y1 - 2010/12/1
N2 - With the growing availability of full-text scientific articles, how text mining researchers utilize them has become an important issue. Although abstract and title provide accurate and summary information of article, lots of details are inevitably lost for its short space. The primary goal of the study is to utilize the advantages of abstract and full-text to ease the burden of reading. Finding essential information from abstract, using this to search and to rank paragraphs in full-text, the proposed approach recommends significant paragraphs to user for saving time of perusing whole article. Finally we evaluated the performance of our system, it outperformed the baseline approach both in human ratings and ROUGE scores.
AB - With the growing availability of full-text scientific articles, how text mining researchers utilize them has become an important issue. Although abstract and title provide accurate and summary information of article, lots of details are inevitably lost for its short space. The primary goal of the study is to utilize the advantages of abstract and full-text to ease the burden of reading. Finding essential information from abstract, using this to search and to rank paragraphs in full-text, the proposed approach recommends significant paragraphs to user for saving time of perusing whole article. Finally we evaluated the performance of our system, it outperformed the baseline approach both in human ratings and ROUGE scores.
UR - http://www.scopus.com/inward/record.url?scp=79851481933&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79851481933&partnerID=8YFLogxK
U2 - 10.1109/COMPSYM.2010.5685393
DO - 10.1109/COMPSYM.2010.5685393
M3 - Conference contribution
AN - SCOPUS:79851481933
SN - 9781424476404
T3 - ICS 2010 - International Computer Symposium
SP - 859
EP - 864
BT - ICS 2010 - International Computer Symposium
T2 - 2010 International Computer Symposium, ICS 2010
Y2 - 16 December 2010 through 18 December 2010
ER -