Fabio Celli

Data scientist - Gruppo Maggioli

Co-founder - Profilio Company

Post Doc - FBK

PhD - CIMeC, University of Trento

research area:
-Personality Computing
-Natural Language Processing
-Computational Social Sciences
-Digital Humanities

google scholar citationsCitations 


fabio celli, 2009.

Fabio Celli, Mirko Lai, Armend Duzha, Cristina Bosco, Viviana Patti (2021). Policycorpus XL: an Italian Corpus for the detection of Hate Speech Against Politics. Proceedings of Clic-it 2021.
Policycorpus Duzha, A., Casadei, C., Tosi, M. and Celli F. (2021). Hate versus politics: detection of hate against policy makers in Italian tweets. SN Soc Sci 1, 223. https://doi.org/10.1007/s43545-021-00234-2
Lex2vec Fabio Celli (2021). Lex2vec: making Explainable Word Embeddings via Lexical Resources

TextCat dataset Riccardo Coltrinari, Alessandro Antinori, Fabio Celli (2020). Surviving the Legal Jungle:Text Classification of Italian Laws in extremely Noisy conditions. Proceedings of Clic-it 2020, Bologna, Italy

Wiki Music dataset Fabio Celli (2019). The Wiki Music dataset: A tool for computational analysis of popular music. ArXiv. Cornell Univeristy. Aug 2019.

Big5MBTI_dataset Fabio Celli, Bruno Lepri (2018). Is Big Five better than MBTI? A personality computing challenge using Twitter data. Proceedings of Clic-it 2018, Turin, Italy.

Fabio Celli, Pietro Z Massani, Bruno Lepri (2017). Profilio: Psychometric Profiling to Boost Social Media Advertising. Proceedings of the 2017 ACM on Multimedia Conference, Mountain View, California, US. pp:546-550.
Cristina Segalin, Fabio Celli, Luca Polonio, Michal Kosinski, David Stillwell, Nicu Sebe, Marco Cristani, Bruno Lepri (2017). What your Facebook profile picture reveals about your personality. Proceedings of the 2017 ACM on Multimedia Conference, Mountain View, California, US. pp:460-468.
Sandro Battisti, Bruno Lepri, Paolo Cremonesi, Fabio Celli, Michele Marchesoni (2017). Data-driven social innovation: a methodology to support employees of retail shops. Proceedings of International Congress of Knowledge and Innovation-Ciki , Sao Paulo, Brazil.
Alessandra Cervone, Evgeny A Stepanov, Fabio Celli, Giuseppe Riccardi (2017). Irony Detection: from the Twittersphere to the News Space. Proceedings of Clic-it 2017, Rome, Italy.

Fabio Celli, Evgeny A. Stepanov, Massimo Poesio, Giuseppe Riccardi. (2016). Predicting Brexit: Classifying Agreement is Better than Sentiment and Pollsters. In Proc. of PEOPLES, in conjunction to COLing 2016.
Firoj Alam, Fabio Celli, Evgeny A. Stepanov, Arindam Ghosh, Giuseppe Riccardi. (2016). The Social Mood of News: Self-reported Annotations to Design Automatic Mood Detection Systems. In Proc. of PEOPLES, in conjunction to COLing 2016.
Agreement/Disagreement Reltion extraction (ADRian) source code Fabio Celli, Evgeny A. Stepanov, Giuseppe Riccardi. (2016). Tell me who you are, I'll tell whether you agree or disagree: Prediction of agreement/disagreement in news blog. In Proc. of NLPMJ, in conjunction to IJCAI 2016.
Fabio Celli. (2016). Computational Approaches to the Analysis of Human Creativity. In Lecture Notes in Morphogenesis, p 187-195.
Fabio Celli, Giuseppe Riccardi, Firoj Alam. (2016). Multilevel Annotation of Agreement and Disagreement in Italian News Blogs. In Proc. of LREC 2016, p 2829-2832.
Celli, F. (2016) I dati umani. Aracne Editrice, Roma. 132 pagine.
Golnoosh Farnadi, Geetha Sitaraman, Shanu Sushmita, Fabio Celli, Michal Kosinski, David Stillwell, Sergio Davalos, Marie-Francine Moens, Martine De Cock (2016), Computational Personality Recognition in Social Media, In User Modeling and User-Adapted Interaction. Springer. pp: 1-34.

Celli, F; Polonio L. (2015). Facebook and the Real World: Correlations between Online and Offline Conversations. In proceeedings of CLIC-it, second italian conference on computationl linguistics. Trento, Italy.
Celli, F; Ghosh, A; Alam, F; Riccardi G.(2015). In the mood for sharing content: Emotions, persoality and interaction styles in the diffusion of news. Information, Processing and Mangement, Elsevier.
Aker, A; Celli, F; Kurtic, E; Hepple, M; Gaizauskas, R. (2015). Sheffield-Trento System for Comment-to-Article Linking and Argument Structure Annotation in the Online News Domain. In Proceedings of MultiLing2015, in conjunction with SigDial 2015.
Rangel, F; Celli, F; Rosso, Potthast M.; Stein, B; Daelemans, W. (2015). Overview of the 3rd Author Profiling Task at PAN 2015. In Linda Cappellato and Nicola Ferro and Gareth Jones and Eric San Juan (eds.): CLEF 2015 Labs and Workshops, Notebook Papers, 8-11 September, Toulouse, France. CEUR Workshop Proceedings. ISSN 1613-0073, http://ceur-ws.org/Vol-1391
IATO open source code (perl) Celli, F. (2015). IATO: feature extraction system for image analysis Technical report.

CorEA dataset Celli F, Riccardi G, Ghosh A. (2014) : CorEA: Italian News Corpus with Emotions and Agreement. Proceedings of Clic-it 2014: 98-102. 10.12871/CLICIT2014120
WCPR14_dataset Celli F, Lepri B, Biel J I, Gatica-Perez D, Riccardi G, Pianesi F (2014): The Workshop on Computational Personality Recognition 2014. ACM Multimedia 2014: 1245-1246
Celli F, Bruni E, Lepri B. (2014). Automatic Personality and Interaction Style Recognition from Facebook Profile Pictures. ACM Multimedia: 1101-1104.
Gu, Y. Celli, F., Steinberger, J., Anderson, A.J., Poesio, M., Strapparava, C. Murphy, B. (2014). Using Brain Data for Sentiment Analysis. In JLCL, 29(1) pp: 79-94..
Celli F., Poesio M.. (2014). PR2: A Language Independent Unsupervised Tool for Personality Recognition from Text. In Arxiv.org/abs/1402.2796.

Celli F., Zaga C. (2013). Be Conscientious, Express your Sentiment!. In Workshop on Emotion and Sentiment in Social and Expressive Media, in conjunction with AIXIA2013, Turin.
Celli F., Rossi L. (2013). Long Chains or Stable Communities? the role of Emotional Stability in Twitter Conversations. Computational Intelligence - Special Issue on Social Media.  doi: 10.1111/coin.12023. John Wiley & Sons, Ltd. US.
Fornaciari T., Celli F., Poesio M. (2013). The Effect of Personality Type on Deceptive Communication Style. In Workshop on Forensic Text Analytics, in conjunction with the Intelligence and Security Informatics Conference (EISIC 2013) Uppsala.
Celli F., Polonio L. (2013). Relationships between Personality and Interactions in Facebook. In: Xin Ming Tu, Ann Marie White and Naiji Lu (Editors): Social Networking: Recent Trends, Emerging Issues and Future Outlook. Nova Science Publishers, Inc. pp. 41-54.
WCPR13_dataset Celli F., Pianesi F., Stillwell D., Kosinski M. (2013) Workshop on Computational Personality Recognition (Shared Task). In Proceedings of WCPR13, in conjunction with ICWSM-13
Celli, F. (2013) Adaptive Personality Recognition from Text. Lambert Academic Publishing, Saarbrücken, DE.

Celli, F., Rossi, L. (2012) The role of Emotional Stability in Twitter Conversations. In Proceedings of Workshop on Semantic Analysis in Social Media, in conjunction with EACL 2012, Avignon.
Celli, F., (2012) Unsupervised Personality Recognition for Social Network Sites. In Proceedings of ICDS, Valencia, Spain

Celli, F., Poesio, M. (2011) Improving Relation Extraction with Anaphora in Italian. In Proceedings of DAARC, Faro.

Celli, F., Di Lascio, F.M.L., Magnani, M., Pacelli, B., Rossi, L. (2010). Social Network Data and Practices: the case of Friendfeed. Advances in Social Computing, pp. 346-353. Series: Lecture Notes in Computer Science, Springer, Berlin.
Celli, F. (2010) UNITN: Part-Of-Speech Counting in Relation Extraction. In Proceedings of the Semantic Evaluation Workshop (SemEval-2010 task 8, in conjunction with ACL), Uppsala, Sweden.

Celli, F., Nissim, M., (2009) Automatic Identification of Semantic Relation in Italian complex nominals, In Proceedings of IWCS-8, Tilburg, The Netherlands

Data Science Lab (Maggioli Academy) data package
Data Science (ITS-FITSTIC) data package