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Published in:   Vol. 4 Issue 2 Date of Publication:   December 2015

Applying Clustering Techniques for Efficient Text Mining in Twitter Data

K.T.Mathuna,I.Elizabeth Shanthi, K.Nandhini

Page(s):   36-39 ISSN:   2278-2397
DOI:   10.20894/IJWT.104.004.002.002 Publisher:   Integrated Intelligent Research (IIR)


  1. Samar M.Alqhtani, Suhuai Luo and Brain Regan,   "Fusing Text and Image for Event Detection in Twitter",   The International Journal of Multimedia and Its Ap   ,2015
    View Artical

  2. J.Mingers,   "The paucity of multimethod research: a review of the information systems literature",   Information Systems Journal   ,2003
    View Artical

  3. Rischan Mafrur, M Fiqri Muthohar, Gi Hyun Bang, Do Kyeong Lee,Kyungbaek Kim and Deokjai Choi,   "Twitter Mining: The Case of 2014 Indonesian Legislative Elections",   International Journal of Software Engineering and    ,Vol.8   ,2014
    View Artical

  4. AurangzebKhan, Baharum Baharudin, Lam Hong Lee, Khairullah Khan,   "A Review of Machine Learning Algorithms for Text-Documents Classification",   Journal of Advances in Information Techonology   ,2010
    View Artical

  5. K.L.Sumathy ,M.Chidambaram,   "Text Mining: Concepts, Applications, Tools and Issues ? An Overview",   International Journal of Computer Applications   ,Vol.80   ,2013
    View Artical

  6. Guo-Dao Sun, Ying-Cai Wu, Rong-Hua Liang and Shi-Xia Liu,   "A Survey of Visual Analytics Techniques and Applications:State-of-the-Art Research and Future Challe",   Journal of Computer Science and Technology   ,Vol.28   ,2013
    View Artical

  7. Chung-Hong Lee,   "Mining spatio-temporal information on microblogging streams using a density-based online clustering ",   Expert Systems with Applications, Elsevier   ,Vol.39   ,2012
    View Artical

  8. Farhan Hassan Khan, Saba Bashir, Usman Qamar,   "TOM: Twitter opinion mining framework using hybrid classification scheme",   Decision Support Systems, Elsevier   ,Vol.57   ,2012
    View Artical

  9. Isti Surjandari, Muthia Szami Naffisah and M. Irfan Prawiradinata,   "Text Mining of Twitter Data for Public Sentiment Analysis of Staple Foods Price Changes,",   Journal of Industrial and Intelligent Information,   ,Vol.3   ,2015
    View Artical

  10. Janez Kranjc, Jasmina Smailovic, Vid Podpecan, Miha Grcar , Martin Znidarsic, Nada Lavrac,   "Active learning for sentiment analysis on data streams: Methodology and workflow implementation in t",   Information Processing and Management, Elsevier   ,2015
    View Artical

  11. Shakira Banu Kaleel, Abdolreza Abhari,   "Cluster-discovery of Twitter messages for event detectionand trending",   Journal of Computational Science, Elsevier   ,2015
    View Artical

  12. Dr. S. Vijayarani, Ms. J. Ilamathi, Ms. Nithya,   "Preprocessing Techniques for Text Mining - An Overview",   International Journal of Computer Science & Commun
    View Artical

  13. Ms. Nikita P.Katariya, Prof. M. S. Chaudhari,   "Text Preprocessing For Text Mining Using Side Information",   International Journal of Computer Science and Mobi   ,Vol.3   ,Issue 1   ,2015
    View Artical

  14. C.Ramasubramanian, R.Ramya,   "Effective Pre-Processing Activities in Text Mining using Improved Porter?s Stemming Algorithm",   International Journal of Advanced Research in Comp   ,Vol.2   ,Issue 12   ,2013
    View Artical

  15. Divya Nasa,   "Text Mining Techniques- A Survey",   International Journal of Advanced Research in Comp   ,Vol.2   ,Issue 4   ,2012
    View Artical

  16. Anil Kumar Tiwari , Lokesh Kumar Sharma , G. Rama Krishna,   "Entropy Weighting Genetic k-Means Algorithm for Subspace Clustering",   International Journal of Computer Applications   ,2010
    View Artical

  17. Zhongying Zhao, Shengzhong Feng, Qiang Wang, Joshua Zhexue Huang, Graham J.Williams, Jianping Fan,   "Topic oriented community detection through social objects and link analysis in social networks",   Knowledge Based Systems, Elsevier   ,Vol.26   ,2012
    View Artical

  18. Andreas Hotho, Andreas N?urnberger, Gerhard Paa,   "A Brief Survey of Text Mining   ,2005
    View Artical

  19. Samar M.Alqhtani, Suhuai Luo and Brain Regan,   "Fusing Text and Image for Event Detection in Twitter",   The International Journal of Multimedia and Its Ap   ,Vol.7   ,Issue 1   ,2015
    View Artical

  20. J.Mingers,   "The paucity of multimethod research: a review of the information systems literature",   Information Systems Journal   ,Vol.13   ,Issue 3   ,2003
    View Artical

  21. AurangzebKhan, Baharum Baharudin, Lam Hong Lee, Khairullah Khan,   "A Review of Machine Learning Algorithms for Text-Documents Classification",   Journal of Advances in Information Techonology   ,Vol.1   ,Issue 1   ,2010
    View Artical

  22. Guo-Dao Sun, Ying-Cai Wu, Rong-Hua Liang and Shi-Xia Liu,   "A Survey of Visual Analytics Techniques and Applications:State-of-the-Art Research and Future Challe",   Journal of Computer Science and Technology   ,Vol.28   ,Issue 5   ,2013
    View Artical

  23. Chung-Hong Lee,   "Mining spatio-temporal information on microblogging streams using a density-based online clustering ",   Expert Systems with Applications, Elsevier   ,Vol.39   ,Issue 10   ,2012
    View Artical

  24. Farhan Hassan Khan, Saba Bashir, Usman Qamar,   "TOM: Twitter opinion mining framework using hybrid classification scheme",   Decision Support Systems, Elsevier   ,Vol.57   ,2012
    View Artical

  25. Isti Surjandari, Muthia Szami Naffisah and M. Irfan Prawiradinata,   "Text Mining of Twitter Data for Public Sentiment Analysis of Staple Foods Price Changes,",   Journal of Industrial and Intelligent Information,   ,Vol.3   ,Issue 3   ,2015
    View Artical

  26. Shakira Banu Kaleel, Abdolreza Abhari,   "Cluster-discovery of Twitter messages for event detectionand trending",   Journal of Computational Science, Elsevier   ,Vol.6   ,2015
    View Artical

  27. Dr. S. Vijayarani, Ms. J. Ilamathi, Ms. Nithya,   "Preprocessing Techniques for Text Mining - An Overview",   International Journal of Computer Science & Commun   ,Vol.1   ,Issue 5   ,
    View Artical

  28. Ms. Nikita P.Katariya, Prof. M. S. Chaudhari,   "Text Preprocessing For Text Mining Using Side Information",   International Journal of Computer Science and Mobi   ,Vol.3   ,Issue 1   ,2015
    View Artical

  29. C.Ramasubramanian, R.Ramya,   "Effective Pre-Processing Activities in Text Mining using Improved Porter's Stemming Algorithm",   International Journal of Advanced Research in Comp   ,Vol.2   ,Issue 12   ,2013
    View Artical

  30. Divya Nasa,   "Text Mining Techniques- A Survey",   International Journal of Advanced Research in Comp   ,Vol.1   ,Issue 1   ,2012
    View Artical

  31. Anil Kumar Tiwari , Lokesh Kumar Sharma , G. Rama Krishna,   "Entropy Weighting Genetic k-Means Algorithm for Subspace Clustering",   International Journal of Computer Applications   ,Vol.7   ,Issue 7   ,2010
    View Artical

  32. Zhongying Zhao, Shengzhong Feng, Qiang Wang, Joshua Zhexue Huang, Graham J.Williams, Jianping Fan,   "Topic oriented community detection through social objects and link analysis in social networks",   Knowledge Based Systems, Elsevier   ,Vol.26   ,2012
    View Artical

  33. Andreas Hotho, Andreas N?urnberger, Gerhard Paa,   "A Brief Survey of Text Mining",   Andreas Hotho KDE Group University of Kassel   ,Vol.    ,2005
    View Artical

  34. Rischan Mafrur, M Fiqri Muthohar, Gi Hyun Bang, Do Kyeong Lee,Kyungbaek Kim and Deokjai Choi,   "Twitter Mining: The Case of 2014 Indonesian Legislative Elections",   International Journal of Software Engineering and    ,Vol.    ,2014
    View Artical

  35. K.L.Sumathy ,M.Chidambaram,   "Text Mining: Concepts, Applications, Tools and Issues An Overview",   International Journal of Computer Applications   ,Vol.80   ,2013
    View Artical

  36. Isti Surjandari, Muthia Szami Naffisah and M. Irfan Prawiradinata,   "Text Mining of Twitter Data for Public Sentiment Analysis of Staple Foods Price Changes,",   Journal of Industrial and Intelligent Information,   ,Vol.3   ,Issue 3   ,2015
    View Artical

  37. Janez Kranjc, Jasmina Smailovic, Vid Podpecan, Miha Grcar , Martin Znidarsic, Nada Lavrac,   "Active learning for sentiment analysis on data streams: Methodology and workflow implementation ",   Information Processing and Management, Elsevier   ,Vol.51   ,Issue 2   ,2015
    View Artical

  38. Dr. S. Vijayarani, Ms. J. Ilamathi, Ms. Nithya,   "Preprocessing Techniques for Text Mining - An Overview",   International Journal of Computer Science & Commun   ,Vol.5   ,Issue 1   ,2015
    View Artical

  39. Divya Nasa,   "Text Mining Techniques- A Survey",   International Journal of Advanced Research in Comp   ,Vol.2   ,Issue 4   ,2012
    View Artical

  40. Andreas Hotho, Andreas N?urnberger, Gerhard Paa,   "A Brief Survey of Text Mining   ,2005
    View Artical