Carlos Castillo
Orcid: 0000-0003-4544-0416Affiliations:
- Universitat Pompeu Fabra, Barcelona, Spain
- Eurecat, Barcelona, Spain
- Qatar Computing Research Institute, Doha
- Yahoo! Research, Barcelona, Spain
- University of Chile, Santiago, Dept. of Computer Science
According to our database1,
Carlos Castillo
authored at least 221 papers
between 2001 and 2024.
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Bibliography
2024
Assessing the Impact of Music Recommendation Diversity on Listeners: A Longitudinal Study.
Trans. Recomm. Syst., March, 2024
2023
Dataset, March, 2023
Online Soc. Networks Media, 2023
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023
Using Pre-Trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study.
Proceedings of the Knowledge Graphs: Semantics, Machine Learning, and Languages, 2023
Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
J. Learn. Anal., August, 2022
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics.
Proc. ACM Hum. Comput. Interact., 2022
Modeling and mitigating human annotation errors to design efficient stream processing systems with human-in-the-loop machine learning.
Int. J. Hum. Comput. Stud., 2022
Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias.
CoRR, 2022
A Comparative User Study of Human Predictions in Algorithm-Supported Recidivism Risk Assessment.
CoRR, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
FbMultiLingMisinfo: Challenging Large-Scale Multilingual Benchmark for Misinformation Detection.
Proceedings of the International Joint Conference on Neural Networks, 2022
SMDRM: A Platform to Analyze Social Media for Disaster Risk Management in Near Real Time.
Proceedings of the Workshop Proceedings of the 16th International AAAI Conference on Web and Social Media, 2022
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022
Proceedings of the Workshop Proceedings of the 16th International AAAI Conference on Web and Social Media, 2022
Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers.
Proceedings of the HT '22: 33rd ACM Conference on Hypertext and Social Media, 2022
Proceedings of the CHIIR '22: ACM SIGIR Conference on Human Information Interaction and Retrieval, Regensburg, Germany, March 14, 2022
A Causal Inference Study on the Effects of First Year Workload on the Dropout Rate of Undergraduates.
Proceedings of the Artificial Intelligence in Education - 23rd International Conference, 2022
2021
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track Characteristics.
Dataset, January, 2021
Trans. Int. Soc. Music. Inf. Retr., 2021
CoRR, 2021
Artif. Intell. Law, 2021
Efficiency and fairness in recurring data-driven risk assessments of violent recidivism.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Social Media for Emergency Management: Opportunities and Challenges at the Intersection of Research and Practice.
Proceedings of the 18th International Conference on Information Systems for Crisis Response and Management, 2021
Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
Enhancing a recidivism prediction tool with machine learning: effectiveness and algorithmic fairness.
Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021
SciClops: Detecting and Contextualizing Scientific Claims for Assisting Manual Fact-Checking.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market.
Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021
2020
Ranking and grouping social media requests for emergency services using serviceability model.
Soc. Netw. Anal. Min., 2020
Proc. VLDB Endow., 2020
Detection of Disaster-Affected Cultural Heritage Sites from Social Media Images Using Deep Learning Techniques.
ACM Journal on Computing and Cultural Heritage, 2020
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Companion of The 2020 Web Conference 2020, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Social Media Alerts can Improve, but not Replace Hydrological Models for Forecasting Floods.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020
Affirmative action policies for top-k candidates selection: with an application to the design of policies for university admissions.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
Proceedings of the Workshops on Recommendation in Complex Scenarios and the Impact of Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020
The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems.
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020
2019
Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate.
Proc. ACM Hum. Comput. Interact., 2019
Frontiers Big Data, 2019
IEEE Intell. Syst., 2019
Conflict and Cooperation: AI Research and Development in terms of the Economy of Conventions.
CoRR, 2019
SciLens: Evaluating the Quality of Scientific News Articles Using Social Media and Scientific Literature Indicators.
Proceedings of the World Wide Web Conference, 2019
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019
A computationally efficient multi-modal classification approach of disaster-related Twitter images.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Comparison of Social Media in English and Russian During Emergencies and Mass Convergence Events.
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
Integrating Social Media into a Pan-European Flood Awareness System: A Multilingual Approach.
Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019
Why Machine Learning May Lead to Unfairness: Evidence from Risk Assessment for Juvenile Justice in Catalonia.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 2019
Modeling human annotation errors to design bias-aware systems for social stream processing.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour.
CoRR, 2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
A Critical Review of Online Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
The 5th International Workshop on Social Web for Disaster Management(SWDM'18): Collective Sensing, Trust, and Resilience in Global Crises.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
EviDense: A Graph-Based Method for Finding Unique High-Impact Events with Succinct Keyword-Based Descriptions.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
To Post or Not to Post: Using Online Trends to Predict Popularity of Offline Content.
Proceedings of the 29th on Hypertext and Social Media, 2018
Social-EOC: Serviceability Model to Rank Social Media Requests for Emergency Operation Centers.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
2017
J. Assoc. Inf. Sci. Technol., 2017
Proceedings of the 26th International Conference on World Wide Web, 2017
Proceedings of the 2017 International Conference on Digital Health, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Efficient Document Filtering Using Vector Space Topic Expansion and Pattern-Mining: The Case of Event Detection in Microposts.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
2016
ACM Trans. Inf. Syst., 2016
Combining Human Computing and Machine Learning to Make Sense of Big (Aerial) Data for Disaster Response.
Big Data, 2016
Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 6th International Conference on Digital Health Conference, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
ACM Comput. Surv., 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Towards a Data-driven Approach to Identify Crisis-Related Topics in Social Media Streams.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015
Proceedings of the 12th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2015
Comparing Events Coverage in Online News and Social Media: The Case of Climate Change.
Proceedings of the Ninth International Conference on Web and Social Media, 2015
What to Expect When the Unexpected Happens: Social Media Communications Across Crises.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
Emergency-relief coordination on social media: Automatically matching resource requests and offers.
First Monday, 2014
TweetCred: A Real-time Web-based System for Assessing Credibility of Content on Twitter.
CoRR, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Volunteer-powered automatic classification of social media messages for public health in AIDR.
Proceedings of the 23rd International World Wide Web Conference, 2014
Integrating Social Media Communications into the Rapid Assessment of Sudden Onset Disasters.
Proceedings of the Social Informatics, 2014
Proceedings of the Social Informatics, 2014
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014
Coordinating human and machine intelligence to classify microblog communications in crises.
Proceedings of the 11th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2014
CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014
Proceedings of the Computer Supported Cooperative Work, 2014
Proceedings of the Computer Supported Cooperative Work, 2014
2013
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01850-3, 2013
J. Intell. Inf. Syst., 2013
Internet Res., 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013
Proceedings of the Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, 2013
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing, 2013
2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of the Eighth Annual International Symposium on Wikis and Open Collaboration, 2012
Proceedings of the Eighth Annual International Symposium on Wikis and Open Collaboration, 2012
Mining search behavior and user-generated content: presentation at the industrial session - EDBT/ICDT 2012.
Proceedings of the 15th International Conference on Extending Database Technology, 2012
2011
ACM Trans. Intell. Syst. Technol., 2011
SIGIR Forum, 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
2010
ACM Trans. Knowl. Discov. Data, 2010
Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010
Proceedings of the Recherche d'Information Assistée par Ordinateur, 2010
Proceedings of the First Workshop on Social Media Analytics, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Proceedings of the 2009 workshop on Web Search Click Data, 2009
Proceedings of the 2009 workshop on Web Search Click Data, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
The Juxtaposed approximate PageRank method for robust PageRank approximation in a peer-to-peer web search network.
VLDB J., 2008
Univers. Access Inf. Soc., 2008
IEEE Signal Process. Mag., 2008
Fourth international workshop on adversarial information retrieval on the web (AIRWeb 2008).
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the International Conference on Web Search and Web Data Mining, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Proceedings of the AIRWeb 2008, 2008
2007
Internet Math., 2007
Proceedings of the String Processing and Information Retrieval, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the Fifth Latin American Web Congress (LA-Web 2007), 31 October, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Proceedings of the AIRWeb 2007, 2007
Proceedings of the AIRWeb 2007, 2007
2006
Univers. Access Inf. Soc., 2006
The distribution of pageRank follows a power-law only for particular values of the damping factor.
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006
A prototype of google interfaces modified for simplifying interaction for blind users.
Proceedings of the 8th International ACM SIGACCESS Conference on Computers and Accessibility, 2006
Proceedings of the AIRWeb 2006, 2006
2005
Proceedings of the 14th international conference on World Wide Web, 2005
Proceedings of the AIRWeb 2005, 2005
Proceedings of the AIRWeb 2005, 2005
2004
Proceedings of the Algorithms and Models for the Web-Graph: Third International Workshop, 2004
Proceedings of the Joint Conference 10th Brazilian Symposium on Multimedia and the Web & 2nd Latin American Web Congress, 2004
Proceedings of the Image and Video Retrieval: Third International Conference, 2004
Web Dynamics, Structure, and Page Quality.
Proceedings of the Web Dynamics - Adapting to Change in Content, Size, Topology and Use, 2004
2003
Proceedings of the 1st Latin American Web Congress (LA-WEB 2003), 2003
Proceedings of the 1st Latin American Web Congress (LA-WEB 2003), 2003
2002
Proceedings of the Second International Workshop on Web Dynamics, 2002
Proceedings of the String Processing and Information Retrieval, 2002
A Framework for the Design and Implementation of Web Sites.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002
Balancing Volume, Quality and Freshness in Web Crawling.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002
2001
Proceedings of the Poster Proceedings of the Tenth International World Wide Web Conference, 2001
Proceedings of the Eighth International Symposium on String Processing and Information Retrieval, 2001