A straightforward author profiling approach in MapReduce

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 8864, Issue , 2014, Pages 95-107

  Maharjan, Suraj ^a   Shrestha, Prasha ^a   Solorio, Thamar ^a   Hasan, Ragib ^a  

^a UNIVERSITY OF ALABAMA AT BIRMINGHAM   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DISTRIBUTED COMPUTER SYSTEMS;

DISTRIBUTED SYSTEMS; HIGH DIMENSIONALITY; LARGE AMOUNTS OF DATA; MAP-REDUCE; PROFILING SYSTEMS; RUNTIMES; STATE-OF-THE-ART SYSTEM;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84921674349     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-12027-0_8     Document Type: Article

References (8)

1. Rangel, F., Rosso, P., Koppel,M., Stamatatos, E., Inches, G.: Overview of the author profiling task at PAN: In: Notebook Papers of CLEF 2013 LABs and Workshops, CLEF-2013, Valencia, Spain, pp. 23-26 (September 2013)
2. Estival, D., Gaustad, T., Pham, S.B., Radford,W., Hutchinson, B.: Author profiling for english emails. In: Proceedings of the 10th Conference of the Pacific Association for Computational Linguistics, pp. 263-272 (2007)
3. Schwartz, H.A., Eichstaedt, J.C., Kern, M.L., Dziurzynski, L., Ramones, S.M., Agrawal, M., Shah, A., Kosinski, M., Stillwell, D., Seligman, M.E.P., Ungar, L.H.: Personality, gender, and age in the language of social media: The open-vocabulary approach. PLoS ONE 8, e73791 (2013)
4. Meina,M., Brodzinska, K., Celmer, B., Czoków,M., Patera,M., Pezacki, J.,Wilk, M.: Ensemble-based classification for author profiling using various features. In:Notebook Papers of CLEF 2013 LABs andWorkshops, CLEF-2013, Valencia, Spain (September 2013)
5. Santosh, K., Bansal, R., Shekhar, M., Varma, V.: Author profiling: Predicting age and gender from blogs. In: Notebook Papers of CLEF 2013 LABs and Workshops, CLEF-2013, Valencia, Spain (September 2013)
6. López-Monroy, A.P., Montes-y Gómez, M., Escalante, H.J., Villaseñor-Pineda, L., Villatoro-Tello, E.: INAOE's participation at PAN'13 : Author profiling task. In: Notebook Papers of CLEF 2013 LABs and Workshops, CLEF-2013, Valencia, Spain (September 2013)
7. Eidelman, V., Wu, K., Ture, F., Resnik, P., Lin, J.: Mr. MIRA: Open-source largemargin structured learning on MapReduce. ACL System Demonstrations (2013)
8. Owen, S., Anil, R., Dunning, T., Friedman, E.: Mahout in action. Manning (2011)