WebSite Logo
  • Content
  • Similar Resources
  • Metadata
  • Cite This
  • Log-in
  • Fullscreen
Log-in
Do not have an account? Register Now
Forgot your password? Account recovery
  1. Proceedings of the 3rd international workshop on Search and mining user-generated contents (SMUC '11)
  2. Detection of near-duplicate user generated contents: the SMS spam collection
Loading...

Please wait, while we are loading the content...

The challenge of understanding the flow of sentiments in social media documents
Trend-based and reputation-versed personalized news network
Improved answer ranking in social question-answering portals
Analysis of communities in social media
Predicting age and gender in online social networks
"I'm eating a sandwich in Glasgow": modeling locations with tweets
A comparative evaluation of personality estimation algorithms for the twin recommender system
Detection of near-duplicate user generated contents: the SMS spam collection
Characterizing Wikipedia pages using edit network motif profiles
Mining tweets for tag recommendation on social media
Mining tag similarity in folksonomies
ThemeCrowds: multiresolution summaries of twitter usage
On the generation of rich content metadata from social media

Similar Documents

...
Mitigating SMS spam by online detection of repetitive near-duplicate messages

Article

...
Adaptive near-duplicate detection via similarity learning

Article

...
Mitigating sms spam by online detection of repetitive near-duplicate messages

Article

...
Optimized near duplicate matching scheme for e- mail spam detection.

...
A novel email abstraction scheme for spam detection

Article

...
A Hybrid CNN-LSTM Model for SMS Spam Detection in Arabic and English Messages

Article

...
Short Messages Spam Filtering Using Personality Recognition

Article

...
SMS spam detection for Indian messages

Article

...
Spam filtering for short messages

Article

Detection of near-duplicate user generated contents: the SMS spam collection

Content Provider ACM Digital Library
Author Vallés, Enrique Rosso, Paolo
Abstract Today, the number of spam text messages has grown in number, mainly because companies are looking for free advertising. For the users is very important to filter these kinds of spam messages that can be viewed as near-duplicate texts because mostly created from templates. The identification of spam text messages is a very hard and time-consuming task and it involves to carefully scanning hundreds of text messages. Therefore, since the task of near-duplicate detection can be seen as a specific case of plagiarism detection, we investigated whether plagiarism detection tools could be used as filters for spam text messages. Moreover we solve the near-duplicate detection problem on the basis of a clustering approach using CLUTO framework. We carried out some preliminary experiments on the SMS Spam Collection that recently was made available for research purposes. The results were compared with the ones obtained with the CLUTO. Althought plagiarism detection tools detect a good number of near-duplicate SMS spam messages even better results are obtained with the CLUTO clustering tool.
Starting Page 27
Ending Page 34
Page Count 8
File Format PDF
ISBN 9781450309493
DOI 10.1145/2065023.2065031
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2011-10-28
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Spam text messages Near-duplicate detection Plagiarism detection
Content Type Text
Resource Type Article
  • About
  • Disclaimer
  • Feedback
  • Sponsor
  • Contact
  • Chat with Us
About National Digital Library of India (NDLI)
NDLI logo

National Digital Library of India (NDLI) is a virtual repository of learning resources which is not just a repository with search/browse facilities but provides a host of services for the learner community. It is sponsored and mentored by Ministry of Education, Government of India, through its National Mission on Education through Information and Communication Technology (NMEICT). Filtered and federated searching is employed to facilitate focused searching so that learners can find the right resource with least effort and in minimum time. NDLI provides user group-specific services such as Examination Preparatory for School and College students and job aspirants. Services for Researchers and general learners are also provided. NDLI is designed to hold content of any language and provides interface support for 10 most widely used Indian languages. It is built to provide support for all academic levels including researchers and life-long learners, all disciplines, all popular forms of access devices and differently-abled learners. It is designed to enable people to learn and prepare from best practices from all over the world and to facilitate researchers to perform inter-linked exploration from multiple sources. It is developed, operated and maintained from Indian Institute of Technology Kharagpur.

Learn more about this project from here.

Disclaimer

NDLI is a conglomeration of freely available or institutionally contributed or donated or publisher managed contents. Almost all these contents are hosted and accessed from respective sources. The responsibility for authenticity, relevance, completeness, accuracy, reliability and suitability of these contents rests with the respective organization and NDLI has no responsibility or liability for these. Every effort is made to keep the NDLI portal up and running smoothly unless there are some unavoidable technical issues.

Feedback

Sponsor

Ministry of Education, through its National Mission on Education through Information and Communication Technology (NMEICT), has sponsored and funded the National Digital Library of India (NDLI) project.

Contact National Digital Library of India
Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302
See location in the Map
03222 282435
Mail: support@ndl.gov.in
Sl. Authority Responsibilities Communication Details
1 Ministry of Education (GoI),
Department of Higher Education
Sanctioning Authority https://www.education.gov.in/ict-initiatives
2 Indian Institute of Technology Kharagpur Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project https://www.iitkgp.ac.in
3 National Digital Library of India Office, Indian Institute of Technology Kharagpur The administrative and infrastructural headquarters of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
4 Project PI / Joint PI Principal Investigator and Joint Principal Investigators of the project Dr. B. Sutradhar  bsutra@ndl.gov.in
Prof. Saswat Chakrabarti  will be added soon
5 Website/Portal (Helpdesk) Queries regarding NDLI and its services support@ndl.gov.in
6 Contents and Copyright Issues Queries related to content curation and copyright issues content@ndl.gov.in
7 National Digital Library of India Club (NDLI Club) Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach clubsupport@ndl.gov.in
8 Digital Preservation Centre (DPC) Assistance with digitizing and archiving copyright-free printed books dpc@ndl.gov.in
9 IDR Setup or Support Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops idr@ndl.gov.in
I will try my best to help you...
Cite this Content
Loading...