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WordNet Based Multi Aspects Sentimental Summarization of Institutions Reviews

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WordNet Based Multi Aspects Sentimental Summarization of Institutions Reviews
論文目錄
 
Acknowledgements第1-5頁
Abstract第5-8頁
CHAPTER 1: INTRODUCTION第8-14頁
  1.1 Introduction第8-9頁
  1.2 Outline第9-10頁
  1.3 History and Background第10-11頁
  1.4 Problem Statement第11-12頁
  1.5 Proposed Solution第12-14頁
CHAPTER 2: PREVIOUS WORK第14-23頁
  2.1 Aspects and Sentiments Extraction第14-22頁
    2.1.1 Sentiment Analysis第19-20頁
    2.1.2 Summarization第20頁
    2.1.3 Graphical Representation第20-22頁
  2.2 Summary第22-23頁
CHAPTER 3: MULTI ASPECTS SENTIMENTAL SUMMARIZATION第23-45頁
  3.1 Collecting and preprocessing data第24-25頁
  3.2 Aspects, Sentiments Extraction第25-33頁
    3.2.1 Defined Rules Aspects, Sentiments Extraction第27-33頁
  3.3 WordNet based Clustering第33-36頁
  3.4 Sentiment analysis and Calculating Rating第36-40頁
  3.5 Summarization of Reviews第40-41頁
  3.6 Visualization of Data第41-43頁
  3.7 Summary第43-45頁
CHAPTER 4: EXPERIMENTS第45-61頁
  4.1 Dataset第45頁
  4.2 Experiments第45-49頁
  4.3 Precision and Recall第49-50頁
  4.4 Testing第50-60頁
  4.5 Summary第60-61頁
CHAPTER 5: PROTOTYPE第61-82頁
  5.1 System Design第61-70頁
    5.1.1 System Architecture第61-62頁
    5.1.2 Use case Diagrams第62-67頁
      5.1.2.1 Use case of data Crawling第62-63頁
      5.1.2.2 Use case of Aspects and sentiments Extraction第63-64頁
      5.1.2.3 Use case of sentiment analysis第64-65頁
      5.1.2.4 Use case of Text Summarization第65-67頁
    5.1.3 FLowchartDiagrams第67-70頁
  5.2 System Implementation第70-71頁
    5.2.1 Platform and Technology第70-71頁
  5.3 Crawling/ Collecting Reviews第71-74頁
    5.3.1 Crawling API第73-74頁
  5.4 Extract Aspects and Sentiment第74-82頁
    5.4.1 Clean and Parse Data Code第74-76頁
    5.4.2 Extract Data Code第76-77頁
    5.4.3 Save aspects and sentiment and Negation Code第77-78頁
    5.4.4 Sentiment Analysis Code第78-80頁
    5.4.5 Summarization of text Code第80-81頁
    5.4.6 Graphical Representation Code第81-82頁
CONCLUSION AND FUTURE WORK第82-85頁
CONTRIBUTION第85-89頁
REFRENCES第89-92頁
TABLES AND FIGURES第92-96頁

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