A novel scheme for domain-transfer problem in the context of sentiment analysis Export

@inproceedings{citeulike:6087446, abstract = {In this work, we attempt to tackle domain-transfer problem by combining old-domain labeled examples with new-domain unlabeled ones. The basic idea is to use old-domain-trained classifier to label some informative unlabeled examples in new domain, and retrain the base classifier over these selected examples. The experimental results demonstrate that proposed scheme can significantly boost the accuracy of the base sentiment classifier on new domain.}, address = {New York, NY, USA}, author = {Tan, Songbo and Wu, Gaowei and Tang, Huifeng and Cheng, Xueqi}, booktitle = {CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management}, citeulike-article-id = {6087446}, citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1321590}, citeulike-linkout-1 = {http://dx.doi.org/10.1145/1321440.1321590}, doi = {10.1145/1321440.1321590}, isbn = {978-1-59593-803-9}, keywords = {adaptation, analysis, domain, sentiment, transfer}, location = {Lisbon, Portugal}, pages = {979--982}, posted-at = {2009-11-09 09:37:04}, priority = {1}, publisher = {ACM}, title = {A novel scheme for domain-transfer problem in the context of sentiment analysis}, url = {http://dx.doi.org/10.1145/1321440.1321590}, year = {2007} }

TY - CONF ID - citeulike:6087446 L3 - citeulike-article-id:6087446 N2 - In this work, we attempt to tackle domain-transfer problem by combining old-domain labeled examples with new-domain unlabeled ones. The basic idea is to use old-domain-trained classifier to label some informative unlabeled examples in new domain, and retrain the base classifier over these selected examples. The experimental results demonstrate that proposed scheme can significantly boost the accuracy of the base sentiment classifier on new domain. CY - Lisbon, Portugal SN - 978-1-59593-803-9 AD - New York, NY, USA EP - 982 TI - A novel scheme for domain-transfer problem in the context of sentiment analysis PB - ACM T2 - CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management SP - 979 KW - adaptation KW - analysis KW - domain KW - sentiment KW - transfer AU - Tan, Songbo AU - Wu, Gaowei AU - Tang, Huifeng AU - Cheng, Xueqi PY - 2007/// UR - http://dx.doi.org/10.1145/1321440.1321590 ER -