Carlos Castillo

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 126

Top Venues

CoRR

ICWSM

WWW (Companion Volume)

ISCRAM

Publications

Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Assessing the Impact of Music Recommendation Diversity on Listeners: A Longitudinal Study. Trans. Recomm. Syst. 2 (1) (2024)
Maddalena Amendola, Carlos Castillo, Andrea Passarella, Raffaele Perego
Understanding and Addressing Gender Bias in Expert Finding Task. CoRR (2024)
Lorenzo Porcaro, Carlos Castillo, Emilia Gómez, João Vinagre
Fairness and Diversity in Information Access Systems. EWAF (2023)
Lorenzo Porcaro, Carlos Castillo, Emilia Gómez, João Vinagre
Fairness and Diversity in Information Access Systems. CoRR (2023)
Arpit Merchant, Carlos Castillo
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification. CIKM (2023)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI (2023)
Giorgio Barnabò, Federico Siciliano, Carlos Castillo, Stefano Leonardi, Preslav Nakov, Giovanni Da San Martino, Fabrizio Silvestri
Deep active learning for misinformation detection using geometric deep learning. Online Soc. Networks Media 33 (2023)
Júlia Riera, David Solans, Marzieh Karimi-Haghighi, Carlos Castillo, Caterina Calsamiglia
Gender Disparities in Child Custody Sentencing in Spain: a Data Driven Analysis. ICAIL (2023)
Alexandra Olteanu, Michael D. Ekstrand, Carlos Castillo, Jina Suh
Responsible AI Research Needs Impact Statements Too. CoRR (2023)
Maurício Gruppi, Panayiotis Smeros, Sibel Adali, Carlos Castillo, Karl Aberer
SciLander: Mapping the Scientific News Landscape. ICWSM (2023)
Hamada M. Zahera, Fedor Vitiugin, Mohamed Ahmed Sherif, Carlos Castillo, Axel-Cyrille Ngonga Ngomo
Using Pre-Trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study. SEMANTiCS (2023)
Ioannis Bilionis, Luis Fernández-Luque, Carlos Castillo
A Survey on Public Data Sets Related to Chronic Diseases. CBMS (2023)
Valerio Lorini, Emanuele Panizio, Carlos Castillo
SMDRM: A Platform to Analyze Social Media for Disaster Risk Management in Near Real Time. ICWSM Workshops (2022)
Maurício Gruppi, Panayiotis Smeros, Sibel Adali, Carlos Castillo, Karl Aberer
SciLander: Mapping the Scientific News Landscape. CoRR (2022)
Marilena Budan, Carlos Castillo
The Coverage of Sexual Violence in Spanish News Media. ICWSM Workshops (2022)
Valerio Lorini, Paola Rufolo, Carlos Castillo
Venice Was Flooding ... One Tweet at a Time. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
David Solans, Andrea Beretta, Manuel Portela, Carlos Castillo, Anna Monreale
Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias. CoRR (2022)
Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Assessing the Impact of Music Recommendation Diversity on Listeners: A Longitudinal Study. CoRR (2022)
Valerio Lorini, Paola Rufolo, Carlos Castillo
Venice Was Flooding ... One Tweet at a Time. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Giorgio Barnabò, Federico Siciliano, Carlos Castillo, Stefano Leonardi, Preslav Nakov, Giovanni Da San Martino, Fabrizio Silvestri
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection. IJCNN (2022)
Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Diversity in the Music Listening Experience: Insights from Focus Group Interviews. CoRR (2022)
Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Diversity in the Music Listening Experience: Insights from Focus Group Interviews. CHIIR (2022)
Fedor Vitiugin, Carlos Castillo
Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers. HT (2022)
Rahul Pandey, Hemant Purohit, Carlos Castillo, Valerie L. Shalin
Modeling and mitigating human annotation errors to design efficient stream processing systems with human-in-the-loop machine learning. Int. J. Hum. Comput. Stud. 160 (2022)
Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
Designing Affirmative Action Policies under Uncertainty. J. Learn. Anal. 9 (2) (2022)
Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Exposure Inequality in People Recommender Systems: The Long-Term Effects. ICWSM (2022)
Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics. Proc. ACM Hum. Comput. Interact. 6 (CSCW1) (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR (2022)
Teodora Sandra Buda, João Guerreiro, Jesus Omana Iglesias, Carlos Castillo, Oliver Smith, Aleksandar Matic
Foundations for fairness in digital health apps. Frontiers Digit. Health 4 (2022)
Manuel Portela, Carlos Castillo, Songül Tolan, Marzieh Karimi-Haghighi, Antonio Andrés-Pueyo
A Comparative User Study of Human Predictions in Algorithm-Supported Recidivism Risk Assessment. CoRR (2022)
Meike Zehlike, Tom Sühr, Ricardo Baeza-Yates, Francesco Bonchi, Carlos Castillo, Sara Hajian
Ranking with multiple protected groups. Inf. Process. Manag. 59 (1) (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW (2022)
Marzieh Karimi-Haghighi, Carlos Castillo, Davinia Hernández-Leo
A Causal Inference Study on the Effects of First Year Workload on the Dropout Rate of Undergraduates. AIED (1) (2022)
Fedor Vitiugin, Carlos Castillo
Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers. CoRR (2022)
Francesco Fabbri, Maria Luisa Croci, Francesco Bonchi, Carlos Castillo
Exposure Inequality in People Recommender Systems: The Long-Term Effects. CoRR (2021)
Valerio Lorini, Carlos Castillo, Steve Peterson, Paola Rufolo, Hemant Purohit, Diego Pajarito, João Porto de Albuquerque, Cody Buntain
Social Media for Emergency Management: Opportunities and Challenges at the Intersection of Research and Practice. ISCRAM (2021)
Marzieh Karimi-Haghighi, Carlos Castillo
Efficiency and fairness in recurring data-driven risk assessments of violent recidivism. SAC (2021)
Marzieh Karimi-Haghighi, Carlos Castillo, Davinia Hernández Leo, Verónica Moreno Oliver
Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations. CoRR (2021)
David Solans, Francesco Fabbri, Caterina Calsamiglia, Carlos Castillo, Francesco Bonchi
Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market. AIES (2021)
David Solans, Christopher Tauchmann, Aideen Farrell, Karolin Kappler, Hans-Hendrik Huber, Carlos Castillo, Kristian Kersting
Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention. ICWSM (2021)
Lorenzo Porcaro, Carlos Castillo, Emilia Gómez
Diversity by Design in Music Recommender Systems. Trans. Int. Soc. Music. Inf. Retr. 4 (1) (2021)
Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics. CoRR (2021)
Panayiotis Smeros, Carlos Castillo, Karl Aberer
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking. CoRR (2021)
Marzieh Karimi-Haghighi, Carlos Castillo
Enhancing a recidivism prediction tool with machine learning: effectiveness and algorithmic fairness. ICAIL (2021)
Panayiotis Smeros, Carlos Castillo, Karl Aberer
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking. CIKM (2021)
Marius Miron, Songül Tolan, Emilia Gómez, Carlos Castillo
Evaluating causes of algorithmic bias in juvenile criminal recidivism. Artif. Intell. Law 29 (2) (2021)
Marius Miron, Songül Tolan, Emilia Gómez, Carlos Castillo
Addressing multiple metrics of group fairness in data-driven decision making. CoRR (2020)
Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
Towards Data-Driven Affirmative Action Policies under Uncertainty. CoRR (2020)
Angelika Romanou, Panayiotis Smeros, Carlos Castillo, Karl Aberer
SciLens News Platform: A System for Real-Time Evaluation of News Articles. CoRR (2020)
Meike Zehlike, Tom Sühr, Carlos Castillo, Ivan Kitanovski
FairSearch: A Tool For Fairness in Ranked Search Results. WWW (Companion Volume) (2020)
Giorgio Barnabò, Carlos Castillo, Michael Mathioudakis, Sergio Celis
Intersectional Affirmative Action Policies for Top-k Candidates Selection. CoRR (2020)
Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis
Affirmative action policies for top-k candidates selection: with an application to the design of policies for university admissions. SAC (2020)
Gemma Galdon Clavell, Mariano Martín Zamorano, Carlos Castillo, Oliver Smith, Aleksandar Matic
Auditing Algorithms: On Lessons Learned and the Risks of Data Minimization. AIES (2020)
Angelika Romanou, Panayiotis Smeros, Carlos Castillo, Karl Aberer
SciLens News Platform: A System for Real-Time Evaluation of News Articles. Proc. VLDB Endow. 13 (12) (2020)
David Solans, Battista Biggio, Carlos Castillo
Poisoning Attacks on Algorithmic Fairness. ECML/PKDD (1) (2020)
Valerio Lorini, Javier Rando, Diego Sáez-Trumper, Carlos Castillo
Uneven Coverage of Natural Disasters in Wikipedia: the Case of Flood. CoRR (2020)
Pakhee Kumar, Ferda Ofli, Muhammad Imran, Carlos Castillo
Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques. ACM Journal on Computing and Cultural Heritage 13 (3) (2020)
Francesco Fabbri, Francesco Bonchi, Ludovico Boratto, Carlos Castillo
The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems. ICWSM (2020)
David Solans, Battista Biggio, Carlos Castillo
Poisoning Attacks on Algorithmic Fairness. CoRR (2020)
Dougal Shakespeare, Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Exploring Artist Gender Bias in Music Recommendation. CoRR (2020)
Rahul Pandey, Hemant Purohit, Carlos Castillo, Valerie L. Shalin
Modeling and Mitigating Human Annotation Errors to Design Efficient Stream Processing Systems with Human-in-the-loop Machine Learning. CoRR (2020)
Carlos Castillo
Fairness and Transparency in Ranking. BIRDS@SIGIR (2020)
Hemant Purohit, Carlos Castillo, Rahul Pandey
Ranking and grouping social media requests for emergency services using serviceability model. Soc. Netw. Anal. Min. 10 (1) (2020)
Valerio Lorini, Javier Rando, Diego Sáez-Trumper, Carlos Castillo
Uneven Coverage of Natural Disasters in Wikipedia: The Case of Floods. ISCRAM (2020)
Valerio Lorini, Carlos Castillo, Domenico Nappo, Francesco Dottori, Peter Salamon
Social Media Alerts can Improve, but not Replace Hydrological Models for Forecasting Floods. WI/IAT (2020)
Meike Zehlike, Carlos Castillo
Reducing Disparate Exposure in Ranking: A Learning To Rank Approach. WWW (2020)
Meike Zehlike, Tom Sühr, Carlos Castillo
A Note on the Significance Adjustment for FA*IR with Two Protected Groups. CoRR (2020)
Valerio Lorini, Carlos Castillo, Domenico Nappo, Francesco Dottori, Peter Salamon
Social Media Alerts can Improve, but not Replace Hydrological Models for Forecasting Floods. CoRR (2020)
Dougal Shakespeare, Lorenzo Porcaro, Emilia Gómez, Carlos Castillo
Exploring Artist Gender Bias in Music Recommendation. ComplexRec-ImpactRS@RecSys (2020)
Aris Anagnostopoulos, Carlos Castillo, Adriano Fazzone, Stefano Leonardi, Evimaria Terzi
Algorithms for Hiring and Outsourcing in the Online Labor Market. CoRR (2020)
Ugur Kursuncu, Manas Gaur, Carlos Castillo, Amanuel Alambo, Krishnaprasad Thirunarayan, Valerie L. Shalin, Dilshod Achilov, Ismailcem Budak Arpinar, Amit P. Sheth
Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate. CoRR (2019)
Valerio Lorini, Carlos Castillo, Francesco Dottori, Milan Kalas, Domenico Nappo, Peter Salamon
Integrating Social Media into a Pan-European Flood Awareness System: A Multilingual Approach. CoRR (2019)
Panayiotis Smeros, Carlos Castillo, Karl Aberer
SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators. CoRR (2019)
Valerio Lorini, Carlos Castillo, Francesco Dottori, Milan Kalas, Domenico Nappo, Peter Salamon
Integrating Social Media into a Pan-European Flood Awareness System: A Multilingual Approach. ISCRAM (2019)
Meike Zehlike, Tom Sühr, Carlos Castillo, Ivan Kitanovski
FairSearch: A Tool For Fairness in Ranked Search Results. CoRR (2019)
Ugur Kursuncu, Manas Gaur, Carlos Castillo, Amanuel Alambo, Krishnaprasad Thirunarayan, Valerie L. Shalin, Dilshod Achilov, Ismailcem Budak Arpinar, Amit P. Sheth
Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis
Affirmative Action Policies for Top-k Candidates Selection, With an Application to the Design of Policies for University Admissions. CoRR (2019)
Fedor Vitiugin, Carlos Castillo
Comparison of Social Media in English and Russian During Emergencies and Mass Convergence Events. ISCRAM (2019)
Alexandra Olteanu, Carlos Castillo, Fernando Diaz, Emre Kiciman
Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries. Frontiers Big Data 2 (2019)
Oana Balalau, Carlos Castillo, Mauro Sozio
EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. CoRR (2019)
Rahul Pandey, Carlos Castillo, Hemant Purohit
Modeling Human Annotation Errors to Design Bias-Aware Systems for Social Stream Processing. CoRR (2019)
Carlos Castillo
Algorithmic Bias in Rankings. WWW (Companion Volume) (2019)
Songül Tolan, Marius Miron, Emilia Gómez, Carlos Castillo
Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia. ICAIL (2019)
Yu-Ru Lin, Carlos Castillo, Jie Yin
Introduction to the Special Issue on AI for Disaster Management and Resilience. IEEE Intell. Syst. 34 (3) (2019)
Yara Rizk, Hadi Samer Jomaa, Mariette Awad, Carlos Castillo
A computationally efficient multi-modal classification approach of disaster-related Twitter images. SAC (2019)
Panayiotis Smeros, Carlos Castillo, Karl Aberer
SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators. WWW (2019)
David Solans, Christopher Tauchmann, Aideen Farrell, Karolin Kappler, Hans-Hendrik Huber, Carlos Castillo
Conflict and Cooperation: AI Research and Development in terms of the Economy of Conventions. CoRR (2019)
Rahul Pandey, Carlos Castillo, Hemant Purohit
Modeling human annotation errors to design bias-aware systems for social stream processing. ASONAM (2019)
Yu-Ru Lin, Carlos Castillo, Jie Yin
The 5th International Workshop on Social Web for Disaster Management(SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises. WSDM (2018)
Muhammad Imran, Carlos Castillo, Fernando Diaz, Sarah Vieweg
Processing Social Media Messages in Mass Emergency: Survey Summary. WWW (Companion Volume) (2018)
Alexandra Olteanu, Emre Kiciman, Carlos Castillo
A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries. WSDM (2018)
Emilia Gómez, Carlos Castillo, Vicky Charisi, Verónica Dahl, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel Ángel González Ballester, Fabien Gouyon, José Hernández-Orallo, Perfecto Herrera, Anders Jonsson, Ansgar Koene, Martha A. Larson, Ramón López de Mántaras, Bertin Martens, Marius Miron, Rubén Moreno-Bote, Nuria Oliver, Antonio Puertas Gallardo, Heike Schweitzer, Núria Sebastián, Xavier Serra, Joan Serrà, Songül Tolan, Karina Vold
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. CoRR (2018)
Sofiane Abbar, Carlos Castillo, Antonio Sanfilippo
To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content. HT (2018)
Aris Anagnostopoulos, Carlos Castillo, Adriano Fazzone, Stefano Leonardi, Evimaria Terzi
Algorithms for Hiring and Outsourcing in the Online Labor Market. KDD (2018)
Alexandra Olteanu, Carlos Castillo, Jeremy Boy, Kush R. Varshney
The Effect of Extremist Violence on Hateful Speech Online. ICWSM (2018)
Hemant Purohit, Carlos Castillo, Muhammad Imran, Rahul Pandey
Social-EOC: Serviceability Model to Rank Social Media Requests for Emergency Operation Centers. ASONAM (2018)
Hemant Purohit, Carlos Castillo, Muhammad Imran, Rahul Pandey
Ranking of Social Media Alerts with Workload Bounds in Emergency Operation Centers. CoRR (2018)
Sofiane Abbar, Carlos Castillo, Antonio Sanfilippo
To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content. CoRR (2018)
Hemant Purohit, Carlos Castillo, Muhammad Imran, Rahul Pandey
Ranking of Social Media Alerts with Workload Bounds in Emergency Operation Centers. WI (2018)
Carlos Castillo
Fairness and Transparency in Ranking. SIGIR Forum 52 (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlos Castillo