Self-optimizing a clustering-based tag recommender for social bookmarking systems

Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010

Volumn , Issue , 2010, Pages 601-606

  Hassan, Malik Tahir ^a   Karim, Asim ^a   Javed, Fahad ^a   Arshad, Naveed ^a  

^a LAHORE UNIVERSITY OF MANAGEMENT SCIENCES   (Pakistan)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINATIVE CLUSTERING; HUMAN INTERVENTION; NONLINEAR OPTIMIZATION MODEL; RECOMMENDATION ACCURACY; RECOMMENDATION SYSTEMS; SELF-OPTIMIZATION; SELF-OPTIMIZING; SOCIAL BOOKMARKING; TIME WINDOWS;

LEARNING SYSTEMS;

OPTIMIZATION;

EID: 79952381048     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2010.93     Document Type: Conference Paper

References (11)

1. M. Hassan, A. Karim, S. Manandhar, and J. Cussens, "Discriminative clustering for content-based tag recommendation in social bookmarking systems," in Proceedings of ECML PKDD Discovery Challenge Workshop, 2009.
2. BibSonomy, "Bibsonomy: A blue social bookmark and publication sharing system," http://www.bibsonomy.org/, 2009.
3. F. Eisterlehner, A. Hotho, and R. Jäschke, "Ecml pkdd discovery challenge 2009," http://www.kde.cs.unikassel. de/ws/dc09, 2009.
4. M. Lipczak, "Tag recommendation for folksonomies oriented towards individual users," in Proceedings of ECML PKDD Discovery Challenge 2008, 2008, pp. 84-95.
5. M. Lipczak, Y. Hu, Y. Kollet, and E. Milios, "Tag sources for recommendation in collaborative tagging systems," in Proceedings of ECML PKDD Discovery Challenge Workshop, 2009.
6. P. Symeonidis, A. Nanopoulos, and Y. Manolopoulos, "A unified framework for providing recommendations in social tagging systems based on ternary semantic analysis," IEEE Transactions on Knowledge and Data Engineering, vol. 22, no. 3, pp. 179-192, 2009.
7. N. O. Andrews and E. A. Fox, "Recent developments in document clustering," Computer Science, Virginia Tech, Tech. Rep., 2007. [Online]. Available: http://eprints.cs.vt.edu/archive/00001000/
8. J. Kogan, C. Nicholas, and M. Teboulle, Grouping Multidimensional Data. Springer, 2006, ch. A Survey of Clustering Data Mining Techniques, pp. 25-71.
9. E. Michlmayr and S. Cayzer, "Learning user profiles from tagging data and leveraging them for personal (ized) information access," in Proceedings of the Workshop on Tagging and Metadata for Social Information Organization, 2007.
10. R. Sharma and P. Bedi, "Personalized tag recommendations to enhance user's perception," in Proceedings of International Conference on Advances in Recent Technologies in Communication and Computing, 2009, pp. 944-947.
11. K. Junejo and A. Karim, "A robust discriminative term weighting based linear discriminant method for text classification," in Proceedings of Eighth IEEE International Conference on Data Mining (ICDM), 2008, pp. 323-332.