Skip to content
豆瓣电影评分预测
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
Output
Program/SmartCinema
Slides
ReadMe.md

ReadMe.md

##Contents

  • Output my output result files
  • Program my program directory, which is developed by java with Eclipse
  • Slides my demo presentation slides
  • ReadMe this file

##Function Introduction Predict the douban score of a new movie.

##Data

  • Progeam/Data/train.xml is movie information I crawled from Douban, including information of 460 movies.
  • Progeam/Data/predict1.xml is movie information without score
  • Progeam/Data/predict2.xml is similar to predict1.xml

##Referenced Library

  • dom4j is used for reading xml file
  • weka is used for linear regression model
  • lucene is used for computing the similarity of movie summary
  • paoding-analysis is used for chinese word segmentation
  • commons-logging is a library referenced by paoding-analysis
  • dic is the dictionary of Chinese word segmentation referenced by paoding-analysis

##Class

  • ruixiang.lang.Main is the entrance of this project
  • ruixiang.lang.Movie is model of movie
  • ruixiang.lang.ScorePredictModel is linear regression model
  • ruixiang.lang.SimilarityIndex is an assistive class
  • ruixiang.lang.SimilarityMeasure is used to compute the similarity of movie information
  • ruixiang.lang.XMLUtil is used to read xml file

##Predict Result See my DemoPresentation.pptx in Slides or see the images in Output

You can’t perform that action at this time.
You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session.