Publications

Joaquín Saralegui, Antonela Tommasel (2022). Towards automated fact-checking: An exploratory study on the detection of checkable statements in Spanish. XLI International Conference of the Chilean Computer Science Society (SCCC 2022).

PDF Code Dataset Slides

Mariana Brocca, J. Andrés Díaz Pace, Diego García-Olano, Laura Giosa, Daniela Godoy, Camila Lospinoso, Silvia Schiaffino, Alfonsina Soto Pineda, Antonela Tommasel, Ezequiel Valicenti (2022). Detección de sesgos en razón del género en decisiones judiciales utilizando PLN. SID 2022 - JAIIO 51.

PDF Source Document

Antonela Tommasel, Filippo Menczer (2022). Do Recommender Systems Make Social Media More Susceptible to Misinformation Spreaders?. RecSys ‘22: Sixteenth ACM Conference on Recommender Systems September 2022 Pages 550–555 https://doi.org/10.1145/3523227.3551473.

PDF Code Dataset Slides Video Source Document

Antonela Tommasel, J. Andrés Diaz Pace (2022). Identifying emerging smells in software designs based on predicting package dependencies. EAAI, (115), pp. 105209, https://doi.org/10.1016/j.engappai.2022.105209.

PDF Code Dataset Source Document

Antonela Tommasel, Juan Manuel Rodriguez, Daniela Godoy (2022). Haven’t I just Listened to This?: Exploring Diversity in Music Recommendations. UMAP 2022, https://dl.acm.org/doi/abs/10.1145/3511047.3536409.

PDF Code Dataset Poster Slides Video Source Document

Antonela Tommasel, Juan Manuel Rodriguez, Filippo Menczer (2022). Following the Trail of Fake News Spreaders in Social Media: A Deep Learning Model. UMAP 2022, https://dl.acm.org/doi/10.1145/3511047.3536410.

PDF Code Dataset Poster Slides Video Source Document

María Pía Goicoechea, Julian Mastieri, Antonela Tommasel, Juan Manuel Rodriguez (2021). A Deep Learning model for estimating parking space availability. XL International Conference of the Chilean Computer Science Society (SCCC 2021).

Francisco Gallo, Antonela Tommasel, Nerea Herrero, Cecilia Forcato, Daniela Godoy, Pablo Gleiser (2021). Structural differences between non-lucid, lucid dreams and out-of-body experience reports assessed by graph analysis. XXXVI Annual Meeting of the Argentinean Society of Neuroscience (SAN2021).

Francisco Gallo, Nerea Herrero, Antonela Tommasel, Pablo Gleiser, Daniela Godoy, Cecilia Forcato (2021). Dream content during lucid dreams and out-of-body experiences, differences and similarities. XXXVI Annual Meeting of the Argentinean Society of Neuroscience (SAN2021).

Antonela Tommasel, Andres Diaz Pace, Juan Manuel Rodriguez, Daniela Godoy (2021). Tracking the evolution of crisis processes and mental health on social media during the COVID-19 pandemic. TBIT, https://doi.org/10.1080/0144929X.2021.1998630.

PDF Source Document

Antonela Tommasel, Daniela Godoy, Arkaitz Zubiaga (2021). OHARS: Second Workshop on Online Misinformation- and Harm-Aware Recommender Systems. RecSys ‘21: Fifteenth ACM Conference on Recommender SystemsSeptember 2021 Pages 789–79 https://doi.org/10.1145/3460231.3470941.

PDF Source Document

Antonela Tommasel, Juan Manuel Rodriguez, Daniela Godoy (2021). I Want to Break Free! Recommending Friends from Outside the Echo Chamber. RecSys ‘21: Fifteenth ACM Conference on Recommender Systems September 2021 Pages 23–3 https://doi.org/10.1145/3460231.3474270.

PDF Code Dataset Slides Source Document

Daniela Godoy, Antonela Tommasel (2021). Is my model biased? Exploring Unintended Bias in Misogyny Detection Tasks. 1st Workshop on Adverse Impacts and Collateral Effects of Artificial Intelligence Technologies @ IJCAI-2021.

PDF Source Document

Irene Sala, Antonela Tommasel, Francesca Arcelli Fontana (2021). DebtHunter: A Machine Learning-based Approach for Detecting Self-Admitted Technical Debt. EASE 2021: Evaluation and Assessment in Software Engineering June 2021 Pages 278–28 https://doi.org/10.1145/3463274.3464455.

PDF Source Document

Antonela Tommasel, Andres Diaz Pace, Juan Manuel Rodriguez, Daniela Godoy (2021). Forecasting mental health and emotions based on social media expressions during the COVID-19 pandemic. IID, Vol. 49 No. 3, pp. 259-268. https://doi.org/10.1108/IDD-01-2021-0003.

PDF Source Document

Jorge Andrés Diaz Pace, Antonela Tommasel, Ilaria Pigazzini, Francesca Arcelli Fontana (2020). Sen4Smells: A Tool for Ranking Sensitive Smells for an Architecture Debt Index. 2020 IEEE Congreso Bienal de Argentina (ARGENCON) https://doi.org/ARGENCON49523.2020.9505535.

PDF Source Document

Antonela Tommasel, Daniela Godoy, Juan Manuel Rodriguez (2020). Tracking the evolution of crisis processes and mental health on social mediaduring the COVID-19 pandemic. arXiv.

PDF Source Document

Antonela Tommasel, Daniela Godoy (2020). Influence and performance of user similarity metrics in followee prediction. JIS.

Antonela Tommasel, Daniela Godoy, Arkaitz Zubiaga (2020). Workshop on Online Misinformation- and Harm-Aware Recommender Systems. RecSys ‘20: Fourteenth ACM Conference on Recommender Systems September 2020 Pages 638–63 https://doi.org/10.1145/3383313.3411537.

PDF Project Source Document

Antonela Tommasel, Daniela Godoy, Andres Diaz Pace (2020). Towards an effective e-Participation: an analysis of the interaction and engagement of Argentine digital citizens. EJS 2020.

PDF Source Document

Antonela Tommasel, Daniela Godoy, Andres Diaz Pace (2019). Ciudadanos Digitales: explorando el rol de los medios sociales de comunicacion en la e-Participacion. STS 2019 - JAIIO 48.

PDF Source Document

Antonela Tommasel, Daniela Godoy (2019). Short-text learning in social media: a review. KER, (34), pp. e7, https://doi.org/10.1017/S0269888919000018.

PDF Source Document

Antonela Tommasel (2019). Friend or Foe: Studying user Trustworthiness for Friend Recommendation in the Era of Misinformation. AIKE 2019 pp. 273-276, https://doi.org/10.1109/AIKE.2019.00053.

PDF Poster Source Document

Antonela Tommasel (2019). Applying Social Network Analysis Techniques to Architectural Smell Prediction. ICSA, pp. 254-261, https://doi.org/10.1109/ICSA-C.2019.00053.

PDF Poster Slides Source Document

Antonela Tommasel, Juan Rodriguez, Daniela Godoy (2019). An experimental study on feature engineering and learning approaches for aggression detection in social media. Inteligencia Artificial, (22), pp. 81-100, https://doi.org/10.4114/intartif.vol22iss63pp81-100.

PDF Source Document

Antonela Tommasel, Daniela Godoy (2018). On the Evaluation of Community Detection Algorithms on Heterogeneous Social Media Data. Linking and Mining Heterogeneous and Multi-view Data, pp. 295–333, https://doi.org/10.1007/978-3-030-01872-6_12.

PDF Source Document

Antonela Tommasel, Juan Manuel Rodriguez, Daniela Godoy (2018). Features for detecting aggression in social media: An exploratory study. ASAI - JAIIO 47 (CABA, 2018).

PDF Source Document

Antonela Tommasel, Juan Manuel Rodriguez, Daniela Godoy (2018). Textual aggression detection through deep learning. Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018), pp. 177–187.

PDF Source Document

Juan Manuel Rodriguez, Alejandro Zunino, Antonela Tommasel, Cristian Mateos (2018). Recurrent Neural Networks for Predicting Mobile Device State. NA, pp. 6658–6670.

PDF Source Document

Antonela Tommasel, Daniela Godoy (2018). Multi-view community detection with heterogeneous information from social media data. NEUCOM, (289), pp. 195 - 219, https://doi.org/10.1016/j.neucom.2018.02.023.

PDF Source Document

Andres Diaz Pace, Antonela Tommasel, Daniela Godoy (2018). Can Network Analysis Techniques Help to Predict Design Dependencies? An Initial Study. ICSA 2018, pp. 64-67, https://doi.org/10.1109/ICSA-C.2018.00025.

Preprint PDF Code

Antonela Tommasel, Daniela Godoy (2018). A Social-aware online short-text feature selection technique for social media. INFFUS, (40), pp. 1 - 17, https://doi.org/10.1016/j.inffus.2017.05.003.

PDF Source Document

Andres Diaz-Pace, Antonela Tommasel, Daniela Godoy (2018). [Research Paper] Towards Anticipation of Architectural Smells Using Link Prediction Techniques. 2018 IEEE SCAM, pp. 62-71, https://doi.org/10.1109/SCAM.2018.00015.

Preprint PDF Code

Antonela Tommasel, Daniela Godoy (2017). Consensus community detection for multi-dimensional networks. CLEI 2017, pp. 1-10, https://doi.org/10.1109/CLEI.2017.8226388.

PDF Slides Source Document

Antonela Tommasel, Daniela Godoy, Alejandro Zunino (2017). SMArtOp: A Java library for distributing high-dimensional sparse-matrix arithmetic operations. SCICO, (150), pp. 26 - 30, https://doi.org/10.1016/j.scico.2017.06.005.

PDF Code Source Document

Antonela Tommasel, Daniela Godoy (2017). Learning and adapting user criteria for recommending followees in social networks. JASIST, (68), pp. 1863-1874, https://doi.org/10.1002/asi.23861.

PDF Source Document

Antonela Tommasel, Daniela Godoy (2016). Short-Text Feature Construction and Selection in Social Media Data: A Survey. AIR, (49), pp. 301–338, https://doi.org/10.1007/s10462-016-9528-0.

PDF Source Document

Antonela Tommasel, Daniela Godoy, Alejandro Zunino, Cristian Mateos (2016). A distributed approach for accelerating sparse matrix arithmetic operations for high-dimensional feature selection. KAIS, (51), pp. 459–497 https://doi.org/10.1007/s10115-016-0981-5.

PDF Source Document

Antonela Tommasel (2016). Integrating Social Network Structure into Online Feature Selection.. IJCAI'16, pp. 4032–4033.

PDF Poster Slides Source Document

Antonela Tommasel, Alejandro Corbellini, Daniela Godoy, Silvia Schiaffino (2016). Personality-aware followee recommendation algorithms: An empirical analysis. EAAI, (51), pp. 24 - 36, https://doi.org/10.1016/j.engappai.2016.01.016.

PDF Source Document

Antonela Tommasel, Alejandro Corbellini, Daniela Godoy, Silvia Schiaffino (2015). Exploring the role of personality traits in followee recommendation. OIR, Vol. 39 No. 6, pp. 812-830. https://doi.org/10.1108/OIR-04-2015-0107.

PDF Source Document

Antonela Tommasel, Alejandro Corbellini, Daniela Godoy, Silvia Schiaffino (2015). On the Role of Personality Traits in Followee Recommendation Algorithms. ASAI 2015 - JAIIO 44 pp 105-112.

PDF Poster Slides Source Document

Antonela Tommasel, Daniela Godoy (2015). An Adaptive Technique for Weighting Multiple Factors in Followee Recommendation Algorithms. CPCR+ITWP'15:, pp. 32–33.

PDF Slides Source Document

Antonela Tommasel, Daniela Godoy (2015). A Novel Metric for Assessing User Influence based on User Behaviour.. SocInf'15, pp. 15–21.

PDF Slides Source Document

Antonela Tommasel, Daniela Godoy (2014). Semantic grounding of social annotations for enhancing resource classification in folksonomies. JIIS, (44), pp. 415–446 https://doi.org/10.1007/s10844-014-0339-y.

PDF Source Document

Antonela Tommasel, Cristian Mateos, Daniela Godoy, Alejandro Zunino (2014). Sparse-matrix arithmetic operations in computer clusters: A text feature selection application. pp. 458-463, https://doi.org/10.1109/ARGENCON.2014.6868535.

PDF Slides Source Document

Matias Nicoletti, Jorge Andres Diaz-Pace, Silvia Schiaffino, Antonela Tommasel, Daniela Godoy (2014). Personalized architectural documentation based on stakeholders' information needs. JSERD, (2), pp. 1–26.

PDF Source Document