Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods

Łukasz M. Augustyniak, Tomasz Kajdanowicz, Piotr Szymański, Włodzimierz J. Tuligłowicz, Przemysław Kazienko, Reda El Hajj, Bolesław Szymański
January 2014
Cite DOI
Type
Conference paper
Publication
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014 : Beijing, China, 17-20 August 2014
Tomasz Kajdanowicz
Tomasz Kajdanowicz
Associate Professor, head of department

My research interests include representation learning, social network and media analysis, and machine learning.

Piotr Szymański
Piotr Szymański
Associate Professor

Piotr Szymański is an assistant Professor at the Department of Artificial Intelligence at the Wrocław University of Science and Technology and a Machine Learning Engineer at Avaya. Professionally involved in data analysis, statistical reasoning, geospatial data science, natural language processing, machine learning and artificial intelligence techniques.

Przemysław Kazienko
Przemysław Kazienko
Full Professor

My recent research interests include deep machine learning, affective computing and emotion recognition from physiological signals, wearable-based solutions, human-centred NLP, social network and social media analysis, sentiment analysis.