Songbo Tan

• Affiliations:

• ICT, CAS, Beijing, China;Software Department, Institute of Computing Technology, Chinese Academy of Sciences, P.O. Box 2704, Beijing, 100080, PR China and Graduate School of the Chinese Academy of Sciences, PR China;ICT, Beijing, China;Institute of Computing Technology, Beijing, China;Information Security Center, Institute of Computing Technology, China;Key Laboratory of Network, Institute of Computing Technology, China;Information Security Center, Beijing, China;Key Laboratory of Network, Institute of Computing Technology, Beijing, China;Institute of Computing Technology, P.O. Box 2704, Beijing 100080, China

• Organizations:

• CASCO Corporation;China Nat. Pet. Corp.;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Corporate Research Beijing;Chinese Academy of Sciences and Loongson Technologies Corporation Limited;College for ICT Belgrade;100080 and University of Nantes Polytech'Nantes School;Beijing 100080 China and University of Southern Queensland;Institute of Computing Technology Graduate University of Chinese Academy of Sciences;Institute of Computing Technology Graduate University of Chinese Academy of Sciences;Institute of Computing Technology Graduate University of Chinese Academy of Sciences;Institute of Computing Technology Graduate University of Chinese Academy of Sciences;

• Fields:
• experimental result centroid classifier domain-oriented sentiment lexicon cross-domain sentiment classification sentiment classification aspect-specific sentiment knowledge sentiment analysis sentiment classifier sentiment word aspect-aware sentiment polarity

• Using dragpushing to refine centroid text classifiers

  Songbo Tan;Xueqi Cheng;Bin Wang;Hongbo Xu;Moustafa M. Ghanem;Yike Guo

  Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval

• A novel refinement approach for text categorization

  Songbo Tan;Xueqi Cheng;Moustafa M. Ghanem;Bin Wang;Hongbo Xu

  Proceedings of the 14th ACM international conference on Information and knowledge management

• Large margin DragPushing strategy for centroid text categorization

  Songbo Tan

  Expert Systems with Applications: An International Journal

• Using hypothesis margin to boost centroid text classifier

  Songbo Tan;Xueqi Cheng

  Proceedings of the 2007 ACM symposium on Applied computing

• Combining error-correcting output codes and model-refinement for text categorization

  Songbo Tan;Yuefen Wang

  SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

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

  Songbo Tan;Gaowei Wu;Huifeng Tang;Xueqi Cheng

  Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

• Text Feature Ranking Based on Rough-set Theory

  Songbo Tan;Yuefen Wang;Xueqi Cheng

  WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence

• A Novel Method for Hierarchical Clustering of Search Results

  Gang Zhang;Yue Liu;Songbo Tan;Xueqi Cheng

  WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops

• An empirical study of sentiment analysis for chinese documents

  Songbo Tan;Jin Zhang

  Expert Systems with Applications: An International Journal

• An efficient feature ranking measure for text categorization

  Songbo Tan;Yuefen Wang;Xueqi Cheng

  Proceedings of the 2008 ACM symposium on Applied computing

• Using unlabeled data to handle domain-transfer problem of semantic detection

  Songbo Tan;Yuefen Wang;Gaowei Wu;Xueqi Cheng

  Proceedings of the 2008 ACM symposium on Applied computing

• An improved centroid classifier for text categorization

  Songbo Tan

  Expert Systems with Applications: An International Journal

• Combining learn-based and lexicon-based techniques for sentiment detection without using labeled examples

  Songbo Tan;Yuefen Wang;Xueqi Cheng

  Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval

• An Effective Approach to Enhance Centroid Classifier for Text Categorization

  Songbo Tan;Xueqi Cheng

  PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases

• Adapting Naive Bayes to Domain Adaptation for Sentiment Analysis

  Songbo Tan;Xueqi Cheng;Yuefen Wang;Hongbo Xu

  ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval

• A survey on sentiment detection of reviews

  Huifeng Tang;Songbo Tan;Xueqi Cheng

  Expert Systems with Applications: An International Journal

• Using error-correcting output codes with model-refinement to boost centroid text classifier

  Songbo Tan

  ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions

• Enhancing the Performance of Centroid Classifier by ECOC and Model Refinement

  Songbo Tan;Gaowei Wu;Xueqi Cheng

  ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II

• An iterative reinforcement approach for fine-grained opinion mining

  Weifu Du;Songbo Tan

  NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics

• Improving SCL model for sentiment-transfer learning

  Songbo Tan;Xueqi Cheng

  NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers

• SentiRank: Cross-Domain Graph Ranking for Sentiment Classification

  Qiong Wu;Songbo Tan;Haijun Zhai;Gang Zhang;Miyi Duan;Xueqi Cheng

  WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01

• Building domain-oriented sentiment lexicon by improved information bottleneck

  Weifu Du;Songbo Tan

  Proceedings of the 18th ACM conference on Information and knowledge management

• Graph ranking for sentiment transfer

  Qiong Wu;Songbo Tan;Xueqi Cheng

  ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers

• Neighbor-weighted K-nearest neighbor for unbalanced text corpus

  Songbo Tan

  Expert Systems with Applications: An International Journal

• An effective refinement strategy for KNN text classifier

  Songbo Tan

  Expert Systems with Applications: An International Journal

• Adapting information bottleneck method for automatic construction of domain-oriented sentiment lexicon

  Weifu Du;Songbo Tan;Xueqi Cheng;Xiaochun Yun

  Proceedings of the third ACM international conference on Web search and data mining

• Optimizing modularity to identify semantic orientation of Chinese words

  Weifu Du;Songbo Tan

  Expert Systems with Applications: An International Journal

• MIEA: a mutual iterative enhancement approach for cross-domain sentiment classification

  Qiong Wu;Songbo Tan;Xueqi Cheng;Miyi Duan

  COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters

• Weighted SCL model for adaptation of sentiment classification

  Songbo Tan;Yuefen Wang

  Expert Systems with Applications: An International Journal

• Adapting centroid classifier for document categorization

  Songbo Tan;Yuefen Wang;Gaowei Wu

  Expert Systems with Applications: An International Journal

• A random walk algorithm for automatic construction of domain-oriented sentiment lexicon

  Songbo Tan;Qiong Wu

  Expert Systems with Applications: An International Journal

• Language-independent sentiment classification using three common words

  Zheng Lin;Songbo Tan;Xueqi Cheng

  Proceedings of the 20th ACM international conference on Information and knowledge management

• Find me opinion sources in blogosphere: a unified framework for opinionated blog feed retrieval

  Xueke Xu;Songbo Tan;Yue Liu;Xueqi Cheng;Zheng Lin;Jiafeng Guo

  Proceedings of the fifth ACM international conference on Web search and data mining

• A global search algorithm for attributes reduction

  Songbo Tan

  AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

• Using key sentence to improve sentiment classification

  Zheng Lin;Songbo Tan;Xueqi Cheng

  AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology

• Towards jointly extracting aspects and aspect-specific sentiment knowledge

  Xueke Xu;Songbo Tan;Yue Liu;Xueqi Cheng;Zheng Lin

  Proceedings of the 21st ACM international conference on Information and knowledge management