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spamsmsdata's Introduction

SpamSMSData

We used this dataset to test android apps, efficacy of email spam filters on SMS and stacked classifier we developed for CCS-SPSM 2013 paper.

If you use this dataset, please cite our paper:

Akshay Narayan and Prateek Saxena. The Curse of 140 Characters: Evaluating The Efficacy of SMS Spam Detection on Android, In proceedings of ACM CCS-SPSM 13, pages 1โ€“9, November 08 2013, Berlin, Germany.

This dataset was constructed using the following datasets:

  1. http://www.dt.fee.unicamp.br/~tiago/smsspamcollection/
  2. http://mtaufiqnzz.wordpress.com/british-english-sms-corpora/
  3. http://www.dit.ie/computing/research/resources/smsdata/

The above 3 datasets have been constructed using Grumbletext and NUS SMS Corpus (http://wing.comp.nus.edu.sg:8080/SMSCorpus/) and have many duplicates. We have removed the duplicates to the best of our availability.

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