heavenfox / fakeblogdetection Goto Github PK
View Code? Open in Web Editor NEWThis project forked from b-anand/fakeblogdetection
My master's project.
This project forked from b-anand/fakeblogdetection
My master's project.
LowBow Character based N-gram author attribution: ================================================ Paper: http://aclweb.org/anthology-new/P/P11/P11-1030.pdf Code: KernelSmoothingSample [Folder] Dataset: 1. http://www.cs.utexas.edu/users/sindhu/acl2010 CompressedDataset [Folder]: Each of below contains a parameters.txt file which contains the details of parameters set while obtaining this dataset. ProcessedDataset_2_0.2.zip ProcessedDataset_2_0.2_csv.zip ProcessedDataset_5_0.2.zip Dataset.zip Datasubset.zip 2. http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-20/www/data/ TFIDF with SVM: ============== Code: ExtractDataFromBlogs [Folder]: Code used to get the valid list of RSS feeds for the given blog links (html data) ExtractBlogData [Folder]: Extract data from RSS feeds and save them to xml files. store_data [Folder]: Read the xml files containing Bad Blog Data and store them into SQL database. StoreDataIntoDB [Folder]: Store the xml files for Good Blog Data into SQL database. TFIDF_to_SVD [Folder]: Code used to read the TFIDF vectors from the Bad blog data obtained using Rapidminer and do SVD on it. Dataset: CompressedDataset [Folder]: ProcessedData2012_04_23.sql.7z: Contains the SQL Dump for blog data that was stored in mysql database. ProcessedDataBlogPosts20120425.sql.7z: Contains the SQL Dump for blog data (each blog post is a seperate row) that was stored in mysql database. blogDataSet.tar.gz: XML files for the RSS feeds corresponding to bad blogs. goodBlogDataSet.7z: XML files for the RSS feeds corresponding to good blogs. Rapidminer_Repository: Rapidminer process and dataset used for building the model. good_blogs_feed_list.txt, good_blogs_list.tsv: Good blog rss feed url list. SampleBlacklist.xlsx: Bad blog rss feed url list.
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