Sentiment Analysis of Suicide Notes: A Shared Task.
作者： John P. Pestian , Pawel Matykiewicz , Michelle Linn-Gust , Brett South , Ozlem Uzuner
DOI: 10.4137/BII.S9042
关键词:
摘要: This paper reports on a shared task involving the assignment of emotions to suicide notes. Two features distinguished this task from previous shared tasks in the biomedical domain. …
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Peter Jackson, Isabelle Moulinier, Natural language processing for online applications : text retrieval, extraction and categorization John Benjamins. ,(2002) , 10.1075/NLP.5(1ST)
Guojun Gan, Chaoqun Ma, Jianhong Wu, None, Data Clustering: Theory, Algorithms, and Applications ,(2007)
John P. Pestian, Christopher Brew, Paweł Matykiewicz, D. J. Hovermale, Neil Johnson, K. Bretonnel Cohen, Włodzisław Duch, A shared task involving multi-label classification of clinical free text meeting of the association for computational linguistics. pp. 97- 104 ,(2007) , 10.3115/1572392.1572411
Lee R. Dice, Measures of the Amount of Ecologic Association Between Species Ecology. ,vol. 26, pp. 297- 302 ,(1945) , 10.2307/1932409
John P. Pestian, Pawel Matykiewicz, Jacqueline Grupp-Phelan, Using Natural Language Processing to Classify Suicide Notes american medical informatics association annual symposium. pp. 96- 97 ,(2008) , 10.3115/1572306.1572327
Stacey Freedenthal, Challenges in assessing intent to die: can suicide attempters be trusted? Omega-journal of Death and Dying. ,vol. 55, pp. 57- 70 ,(2007) , 10.2190/5867-6510-3388-3517
Min-Ling Zhang, Zhi-Hua Zhou, ML-KNN: A lazy learning approach to multi-label learning Pattern Recognition. ,vol. 40, pp. 2038- 2048 ,(2007) , 10.1016/J.PATCOG.2006.12.019
Jacob Cohen, A Coefficient of agreement for nominal Scales Educational and Psychological Measurement. ,vol. 20, pp. 37- 46 ,(1960) , 10.1177/001316446002000104
Ludmila I. Kuncheva, Christopher J. Whitaker, Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy Machine Learning. ,vol. 51, pp. 181- 207 ,(2003) , 10.1023/A:1022859003006
Fabrizio Sebastiani, Machine learning in automated text categorization ACM Computing Surveys. ,vol. 34, pp. 1- 47 ,(2002) , 10.1145/505282.505283