TY - GEN
T1 - Automatic generation of topic pages using query-based aspect models
AU - Balasubramanian, Niranjan
AU - Cucerzan, Silviu
PY - 2009
Y1 - 2009
N2 - We investigate the automatic generation of topic pages as an alternative to the current Web search paradigm. We describe a general framework, which combines query log analysis to build aspect models, sentence selection methods for identifying relevant and non-redundant Web sentences, and a technique for sentence ordering. We evaluate our approach on biographical topics both automatically and manually, by using Wikipedia as reference.
AB - We investigate the automatic generation of topic pages as an alternative to the current Web search paradigm. We describe a general framework, which combines query log analysis to build aspect models, sentence selection methods for identifying relevant and non-redundant Web sentences, and a technique for sentence ordering. We evaluate our approach on biographical topics both automatically and manually, by using Wikipedia as reference.
KW - Aspect models
KW - Query logs
KW - Topic pages
UR - https://www.scopus.com/pages/publications/74549178494
U2 - 10.1145/1645953.1646298
DO - 10.1145/1645953.1646298
M3 - Conference contribution
AN - SCOPUS:74549178494
SN - 9781605585123
T3 - International Conference on Information and Knowledge Management, Proceedings
SP - 2049
EP - 2052
BT - ACM 18th International Conference on Information and Knowledge Management, CIKM 2009
T2 - ACM 18th International Conference on Information and Knowledge Management, CIKM 2009
Y2 - 2 November 2009 through 6 November 2009
ER -