%0 Conference Paper %1 Leshed06 %A Leshed, Gilly %A Kaye, Joseph 'Jofish' %B CHI '06: CHI '06 extended abstracts on Human factors in computing systems %C New York, NY, USA %D 2006 %I ACM %K SentimentAnalysis weblogs %P 1019--1024 %R http://doi.acm.org/10.1145/1125451.1125646 %T Understanding how bloggers feel: recognizing affect in blog posts %U http://portal.acm.org/citation.cfm?id=1125646 %X One of the goals of affective computing is to recognize human emotions. We present a system that learns to recognize emotions based on textual resources and test it on a large number of blog entries tagged with moods by their authors. We show how a machine-learning approach can be used to gain insight into the way writers convey and interpret their own emotions, and provide nuanced mood associations for a large wordlist. %@ 1-59593-298-4

@inproceedings{Leshed06, abstract = {One of the goals of affective computing is to recognize human emotions. We present a system that learns to recognize emotions based on textual resources and test it on a large number of blog entries tagged with moods by their authors. We show how a machine-learning approach can be used to gain insight into the way writers convey and interpret their own emotions, and provide nuanced mood associations for a large wordlist.}, added-at = {2009-07-06T17:00:49.000+0200}, address = {New York, NY, USA}, author = {Leshed, Gilly and Kaye, Joseph 'Jofish'}, biburl = {https://www.bibsonomy.org/bibtex/2d4fa160443fadf17d4440f75d5e46961/mkroell}, booktitle = {CHI '06: CHI '06 extended abstracts on Human factors in computing systems}, description = {Understanding how bloggers feel}, doi = {http://doi.acm.org/10.1145/1125451.1125646}, interhash = {c744fa6b376d3a37124d95954aeffa89}, intrahash = {d4fa160443fadf17d4440f75d5e46961}, isbn = {1-59593-298-4}, keywords = {SentimentAnalysis weblogs}, location = {Montr\'{e}al, Qu\'{e}bec, Canada}, pages = {1019--1024}, publisher = {ACM}, timestamp = {2009-08-03T11:03:10.000+0200}, title = {Understanding how bloggers feel: recognizing affect in blog posts}, url = {http://portal.acm.org/citation.cfm?id=1125646}, year = 2006 }