Mining Text Data

1. An Introduction to Text Mining
Charu C. Aggarwal, ChengXiang Zhai

2. Information Extraction from Text
Jing Jiang

3. A Survey of Text Summarization Techniques
Ani Nenkova, Kathleen McKeown

4. A Survey of Text Clustering Algorithms
Charu C. Aggarwal, ChengXiang Zhai

5. Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond
Steven P. Crain, Ke Zhou, Shuang-Hong Yang, Hongyuan Zha

6. A Survey of Text Classification Algorithms
Charu C. Aggarwal, ChengXiang Zhai

7. Transfer Learning for Text Mining
Weike Pan, Erheng Zhong, Qiang Yang

8. Probabilistic Models for Text Mining
Yizhou Sun, Hongbo Deng, Jiawei Han

9. Mining Text Streams
Charu C. Aggarwal

10. Translingual Mining from Text Data
Jian-Yun Nie, Jianfeng Gao, Guihong Cao

11. Text Mining in Multimedia
Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua

12. Text Analytics in Social Media
Xia Hu, Huan Liu

13. A Survey of Opinion Mining and Sentiment Analysis
Bing Liu, Lei Zhang

14. Biomedical Text Mining: A Survey of Recent Progress
Matthew S. Simpson, Dina Demner-Fushman

Keywords: Computer Science, Database Management, Data Mining and Knowledge Discovery, Information Systems Applications (incl. Internet), Computer Communication Networks, Multimedia Information Systems