Supervised Sentiment Analysis of Science Topics: Developing a Training Set of Tweets in Spanish

[1]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[2]  Ward van Zoonen,et al.  Social media research: The application of supervised machine learning in organizational communication research , 2016, Comput. Hum. Behav..

[3]  Francisco Cabezuelo-Lorenzo,et al.  Técnicas big data: análisis de textos a gran escala para la investigación científica y periodística , 2016 .

[4]  Walaa Medhat,et al.  Sentiment analysis algorithms and applications: A survey , 2014 .

[5]  Sergi Rovira,et al.  Challenges and opportunities for science journalists in adopting new technologies: the case of Spain , 2013 .

[6]  Sharon Dunwoody,et al.  Public communication of science 2.0 , 2014, EMBO reports.

[7]  Suad Alhojely,et al.  Sentiment Analysis and Opinion Mining: A Survey , 2016 .

[8]  Félix Ortega-Mohedano,et al.  Análisis supervisado de sentimientos políticos en español: clasificación en tiempo real de tweets basada en aprendizaje automático , 2017 .

[9]  Brendan T. O'Connor,et al.  From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series , 2010, ICWSM.

[10]  W. Cobb.  Trending now: Using big data to examine public opinion of space policy , 2015 .

[11]  Ronen Feldman,et al.  Techniques and applications for sentiment analysis , 2013, CACM.

[12]  Ewan Klein,et al.  Natural Language Processing with Python , 2009 .

[13]  TWITTER COMO HERRAMIENTA DE COMUNICACIÓN CIENTÍFICA EN ESPAÑA: PRINCIPALES AGENTES Y REDES DE COMUNICACIÓN , 2018 .

[14]  G. Pearson.  The participation of scientists in public understanding of science activities: The policy and practice of the U.K. Research Councils , 2001 .

[15]  Johan Bollen,et al.  Modeling Public Mood and Emotion: Twitter Sentiment and Socio-Economic Phenomena , 2009, ICWSM.

[16]  Barry Smyth,et al.  Mining the real-time web: A novel approach to product recommendation , 2012, Knowl. Based Syst..

[17]  Julio Villena-Román,et al.  TASS 2015 - The Evolution of the Spanish Opinion Mining Systems , 2016, Proces. del Leng. Natural.

[18]  Hosung Park,et al.  What is Twitter, a social network or a news media? , 2010, WWW '10.

[19]  P. Jarreau.  All the Science That Is Fit to Blog: An Analysis of Science Blogging Practices , 2023, New Zealand Science Review.

[20]  Felipe Bravo-Marquez,et al.  Meta-level sentiment models for big social data analysis , 2014, Knowl. Based Syst..

[21]  Monya Baker.  Social media: A network boost. , 2015, Nature.

[22]  Timothy W. Finin,et al.  Why we twitter: understanding microblogging usage and communities , 2007, WebKDD/SNA-KDD '07.