声明
致谢
Chapter 1 Introduction
1.1 Background of the study
1.2 Purpose of the study
1.3 Significance of the study
1.4 Organization of the thesis
Chapter 2 Literature Review
2.1 Previous studies based on qualitative methods
2.2 Studies based on quantitative linguistics
2.3 Natural language processing
2.4 Linguistic research based on complex network theory
2.5 Conclusion
Chapter 3 Methodology
3.1 Processing on research materials
3.2 Research tools
Chapter 4 A Quantitative Linguistic Study of Lyrics
4.1 Research on lyrics of statistic laws
4.2 Research on lyrics of mathematical linguistics
4.3 Conclusion
Chapter 5 Natural Language Processing Method on Lyrics
5.1 Sentiment analysis on lyrics
5.2 Named entity recognition
5.3 Text mining
5.4 Conclusion
Chapter 6 Complex Network Theory in Lyrics
6.1 Introduction
6.2 Micro application on complex network theory
6.3 Macro application on complex network theory
Chapter 7 Conclusion
7.1 Major findings
7.2 Limitations
7.3 Suggestions for future research
参考文献
About the Author
浙江大学;
