TY - GEN
T1 - Capturing user reading behaviors for personalized document summarization
AU - Jiang, Hao
AU - Xu, Songhua
AU - Lau, Francis C.M.
PY - 2011
Y1 - 2011
N2 - We propose a new personalized document summarization method, which observes a user's reading behaviors, including user facial expressions, gaze positions, and reading durations, during his or her past reading activities to infer the user's personal reading preferences. Once a user's personal reading preferences are derived, our algorithm can then automatically generate document summarization in a personalized way. We compare the performance of our algorithm with that of a few peer algorithms and software packages. The result of our comparative study shows that our algorithm can produce superior personalized document summaries than those peer methods in that the automatic document summarization generated by our algorithm can better satisfy a user's personal preferences.
AB - We propose a new personalized document summarization method, which observes a user's reading behaviors, including user facial expressions, gaze positions, and reading durations, during his or her past reading activities to infer the user's personal reading preferences. Once a user's personal reading preferences are derived, our algorithm can then automatically generate document summarization in a personalized way. We compare the performance of our algorithm with that of a few peer algorithms and software packages. The result of our comparative study shows that our algorithm can produce superior personalized document summaries than those peer methods in that the automatic document summarization generated by our algorithm can better satisfy a user's personal preferences.
KW - Facial expressions
KW - Gaze positions
KW - Personal preferences
KW - Personalized document summarization
KW - Reading durations
KW - Reading preference
UR - http://www.scopus.com/inward/record.url?scp=79952774990&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79952774990&partnerID=8YFLogxK
U2 - 10.1145/1943403.1943464
DO - 10.1145/1943403.1943464
M3 - Conference contribution
AN - SCOPUS:79952774990
SN - 9781450304191
T3 - International Conference on Intelligent User Interfaces, Proceedings IUI
SP - 355
EP - 358
BT - Proceedings of the 15th International Conference on Intelligent User Interfaces, IUI'11
T2 - 2011 15th ACM International Conference on Intelligent User Interfaces, IUI'11
Y2 - 13 February 2011 through 16 February 2011
ER -