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Gianluca Demartini
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- affiliation: University of Queensland, School of Information Technology and Electrical Engineering, Australia
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2020 – today
- 2025
- [c138]Mads Skipanes, Tollef Emil Jørgensen, Kyle Porter, Gianluca Demartini, Sule Yildirim Yayilgan:
Enhancing Criminal Investigation Analysis with Summarization and Memory-based Retrieval-Augmented Generation: A Comprehensive Evaluation of Real Case Data. COLING 2025: 4993-5010 - [e7]Gianluca Demartini
, Katja Hose
, Maribel Acosta
, Matteo Palmonari
, Gong Cheng
, Hala Skaf-Molli
, Nicolas Ferranti
, Daniel Hernández
, Aidan Hogan
:
The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15231, Springer 2025, ISBN 978-3-031-77843-8 [contents] - [e6]Gianluca Demartini
, Katja Hose
, Maribel Acosta
, Matteo Palmonari
, Gong Cheng
, Hala Skaf-Molli
, Nicolas Ferranti
, Daniel Hernández
, Aidan Hogan
:
The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part II. Lecture Notes in Computer Science 15232, Springer 2025, ISBN 978-3-031-77849-0 [contents] - [e5]Gianluca Demartini
, Katja Hose
, Maribel Acosta
, Matteo Palmonari
, Gong Cheng
, Hala Skaf-Molli
, Nicolas Ferranti
, Daniel Hernández
, Aidan Hogan
:
The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15233, Springer 2025, ISBN 978-3-031-77846-9 [contents] - 2024
- [j49]Gianluca Demartini
, Kevin Roitero, Stefano Mizzaro
:
Data Bias Management. Commun. ACM 67(1): 28-32 (2024) - [j48]Guglielmo Faggioli, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini
, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth:
Who Determines What Is Relevant? Humans or AI? Why Not Both? Commun. ACM 67(4): 31-34 (2024) - [j47]Michael Soprano
, Kevin Roitero
, David La Barbera
, Davide Ceolin
, Damiano Spina
, Gianluca Demartini
, Stefano Mizzaro
:
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review. Inf. Process. Manag. 61(2): 103672 (2024) - [j46]David La Barbera
, Eddy Maddalena
, Michael Soprano
, Kevin Roitero
, Gianluca Demartini
, Davide Ceolin
, Damiano Spina
, Stefano Mizzaro
:
Crowdsourced Fact-checking: Does It Actually Work? Inf. Process. Manag. 61(5): 103792 (2024) - [j45]Gianluca Demartini
, Shazia Sadiq
, Jie Yang
:
Editorial: Special Issue on Human in the Loop Data Curation. ACM J. Data Inf. Qual. 16(1): 3:1-3:2 (2024) - [j44]Alejandro Sierra Múnera, Linh Le, Gianluca Demartini, Ralf Krestel:
MELArt: A Multimodal Entity Linking Dataset for Art. TGDK 2(2): 8:1-8:22 (2024) - [j43]Kevin Roitero
, David La Barbera
, Michael Soprano
, Gianluca Demartini
, Stefano Mizzaro
, Tetsuya Sakai
:
How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments. ACM Trans. Inf. Syst. 42(1): 21:1-21:26 (2024) - [j42]Jiechen Xu
, Lei Han
, Shazia Sadiq
, Gianluca Demartini
:
On the Impact of Showing Evidence from Peers in Crowdsourced Truthfulness Assessments. ACM Trans. Inf. Syst. 42(3): 87:1-87:26 (2024) - [c137]Linh Le
, Genghong Zhao, Xia Zhang, Guido Zuccon
, Gianluca Demartini
:
CoLAL: Co-learning Active Learning for Text Classification. AAAI 2024: 13337-13345 - [c136]Hrishikesh Patel, Tianwa Chen, Ivano Bongiovanni, Gianluca Demartini:
Estimating Gender Completeness in Wikipedia. ACIS 2024 - [c135]Hui Zhou, Gianluca Demartini, Marta Indulska, Shazia Sadiq:
Influence of Metadata on Quality Evaluation of Unstructured Information Artefacts. ACIS 2024 - [c134]Hongliang Ni
, Lei Han
, Tong Chen
, Shazia Sadiq
, Gianluca Demartini
:
Fairness without Sensitive Attributes via Knowledge Sharing. FAccT 2024: 1897-1906 - [c133]Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini:
On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. ICWSM 2024: 1674-1686 - [c132]Evgenia Christoforou, Gianluca Demartini, Jahna Otterbacher:
Generative AI in Crowdwork for Web and Social Media Research: A Survey of Workers at Three Platforms. ICWSM 2024: 2097-2103 - [c131]Tong Chen
, Danny Wang
, Xurong Liang
, Marten Risius
, Gianluca Demartini
, Hongzhi Yin
:
Hate Speech Detection with Generalizable Target-aware Fairness. KDD 2024: 365-375 - [c130]Catherine Sai, Shazia Sadiq
, Lei Han, Gianluca Demartini
, Stefanie Rinderle-Ma:
Which Legal Requirements are Relevant to a Business Process? Comparing AI-Driven Methods as Expert Aid. RCIS (1) 2024: 166-182 - [c129]Pietro Bernardelle
, Gianluca Demartini
:
Optimizing LLMs with Direct Preferences: A Data Efficiency Perspective. SIGIR-AP 2024: 236-240 - [c128]Linh Le
, Minh-Tien Nguyen, Khai Phan Tran, Genghong Zhao, Xia Zhang, Guido Zuccon
, Gianluca Demartini
:
Stochastic Featurization for Active Learning. TAI4H 2024: 52-65 - [c127]Elyas Meguellati, Lei Han, Abraham Bernstein, Shazia Sadiq
, Gianluca Demartini
:
How Good are LLMs in Generating Personalized Advertisements? WWW (Companion Volume) 2024: 826-829 - [d4]Evgenia Christoforou
, Gianluca Demartini
, Jahna Otterbacher
:
Generative AI in Crowdwork for Web and Social Media Research: A Survey of Workers at Three Platforms. Zenodo, 2024 - [d3]Evgenia Christoforou
, Gianluca Demartini
, Jahna Otterbacher
:
Generative AI in Crowdwork: A Survey of Workers at Three Platforms. Zenodo, 2024 - [d2]Alejandro Sierra Múnera
, Linh Le
, Gianluca Demartini
, Ralf Krestel
:
MELArt Dataset Generation. DROPS Artifacts, 2024 - [d1]Alejandro Sierra Múnera
, Linh Le
, Gianluca Demartini
, Ralf Krestel
:
MELArt Experiments. DROPS Artifacts, 2024 - [i27]Catherine Sai, Shazia Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma:
Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods. CoRR abs/2401.02986 (2024) - [i26]Hrishikesh Patel, Tianwa Chen, Ivano Bongiovanni, Gianluca Demartini:
Estimating Gender Completeness in Wikipedia. CoRR abs/2401.08993 (2024) - [i25]Tong Chen, Danny Wang, Xurong Liang, Marten Risius, Gianluca Demartini, Hongzhi Yin:
Hate Speech Detection with Generalizable Target-aware Fairness. CoRR abs/2406.00046 (2024) - [i24]Hongliang Ni, Lei Han, Tong Chen, Shazia Sadiq, Gianluca Demartini:
Fairness without Sensitive Attributes via Knowledge Sharing. CoRR abs/2409.18470 (2024) - [i23]Leon Fröhling, Gianluca Demartini, Dennis Assenmacher:
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation. CoRR abs/2410.11745 (2024) - [i22]Pietro Bernardelle, Gianluca Demartini:
Optimizing LLMs with Direct Preferences: A Data Efficiency Perspective. CoRR abs/2410.16586 (2024) - [i21]Farid Ariai, Gianluca Demartini:
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges. CoRR abs/2410.21306 (2024) - [i20]Nardiena A. Pratama, Shaoyang Fan, Gianluca Demartini:
Perception of Visual Content: Differences Between Humans and Foundation Models. CoRR abs/2411.18968 (2024) - [i19]Kurukulasooriya Fernando, Gianluca Demartini:
MiningGPT - A Domain-Specific Large Language Model for the Mining Industry. CoRR abs/2412.01189 (2024) - [i18]Pietro Bernardelle, Leon Fröhling, Stefano Civelli, Riccardo Lunardi, Kevin Roitero, Gianluca Demartini:
Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas. CoRR abs/2412.14843 (2024) - [i17]Leon Fröhling, Pietro Bernardelle, Gianluca Demartini:
SubData: A Python Library to Collect and Combine Datasets for Evaluating LLM Alignment on Downstream Tasks. CoRR abs/2412.16783 (2024) - [i16]Timo Spinde, Fei Wu, Wolfgang Gaissmaier, Gianluca Demartini, Helge Giese:
Enhancing Media Literacy: The Effectiveness of (Human) Annotations and Bias Visualizations on Bias Detection. CoRR abs/2412.19545 (2024) - 2023
- [j41]Damiano Spina
, Mark Sanderson
, Daniel Angus, Gianluca Demartini
, Dana McKay, Lauren L. Saling
, Ryen W. White:
Human-AI Cooperation to Tackle Misinformation and Polarization. Commun. ACM 66(7): 40-45 (2023) - [j40]Jiechen Xu
, Lei Han, Shazia Sadiq
, Gianluca Demartini
:
On the role of human and machine metadata in relevance judgment tasks. Inf. Process. Manag. 60(2): 103177 (2023) - [j39]Hatim Lahza
, Hassan Khosravi
, Gianluca Demartini
:
Analytics of learning tactics and strategies in an online learnersourcing environment. J. Comput. Assist. Learn. 39(1): 94-112 (2023) - [j38]Erik Brand
, Kevin Roitero
, Michael Soprano
, Afshin Rahimi
, Gianluca Demartini
:
A Neural Model to Jointly Predict and Explain Truthfulness of Statements. ACM J. Data Inf. Qual. 15(1): 4:1-4:19 (2023) - [j37]Yunke Qu, Kevin Roitero, David La Barbera, Damiano Spina
, Stefano Mizzaro
, Gianluca Demartini
:
Combining Human and Machine Confidence in Truthfulness Assessment. ACM J. Data Inf. Qual. 15(1): 5:1-5:17 (2023) - [j36]Linh Le
, Gianluca Demartini
, Guido Zuccon
, Genghong Zhao, Xia Zhang:
Active learning with feature matching for clinical named entity recognition. Nat. Lang. Process. J. 4: 100015 (2023) - [j35]Kevin Roitero, Michael Soprano
, Beatrice Portelli, Massimiliano De Luise, Damiano Spina
, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro
, Gianluca Demartini
:
Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19. Pers. Ubiquitous Comput. 27(1): 59-89 (2023) - [j34]Christine Bauer
, Ben Carterette, Nicola Ferro, Norbert Fuhr, Joeran Beel, Timo Breuer, Charles L. A. Clarke, Anita Crescenzi, Gianluca Demartini, Giorgio Maria Di Nunzio, Laura Dietz, Guglielmo Faggioli, Bruce Ferwerda, Maik Fröbe, Matthias Hagen, Allan Hanbury, Claudia Hauff, Dietmar Jannach, Noriko Kando, Evangelos Kanoulas, Bart P. Knijnenburg, Udo Kruschwitz, Meijie Li, Maria Maistro, Lien Michiels, Andrea Papenmeier, Martin Potthast, Paolo Rosso, Alan Said, Philipp Schaer, Christin Seifert, Damiano Spina, Benno Stein, Nava Tintarev, Julián Urbano, Henning Wachsmuth, Martijn C. Willemsen
, Justin Zobel:
Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education. SIGIR Forum 57(1): 7:1-7:28 (2023) - [j33]Shaochen Yu
, Tianwa Chen
, Lei Han
, Gianluca Demartini
, Shazia Sadiq
:
DataOps-4G: On Supporting Generalists in Data Quality Discovery. IEEE Trans. Knowl. Data Eng. 35(5): 4668-4681 (2023) - [j32]Lei Han
, Tianwa Chen
, Gianluca Demartini
, Marta Indulska
, Shazia Sadiq
:
A Data-Driven Analysis of Behaviors in Data Curation Processes. ACM Trans. Inf. Syst. 41(3): 72:1-72:35 (2023) - [c126]Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia Sadiq:
Exploring Data Workers' Behaviours in Data Quality Discovery. ACIS 2023 - [c125]Guglielmo Faggioli
, Laura Dietz
, Charles L. A. Clarke
, Gianluca Demartini
, Matthias Hagen
, Claudia Hauff
, Noriko Kando
, Evangelos Kanoulas
, Martin Potthast
, Benno Stein
, Henning Wachsmuth
:
Perspectives on Large Language Models for Relevance Judgment. ICTIR 2023: 39-50 - [c124]Ryan Harvey, Rémi Lebret, Stéphane Massonnet, Karl Aberer, Gianluca Demartini
:
Firearms on Twitter: A Novel Object Detection Pipeline. ICWSM 2023: 1128-1132 - [c123]Aki Barry
, Lei Han
, Gianluca Demartini
:
On the Impact of Data Quality on Image Classification Fairness. SIGIR 2023: 2225-2229 - [c122]Luca Righes
, Mohammed Saeed
, Gianluca Demartini
, Paolo Papotti
:
The Community Notes Observatory: Can Crowdsourced Fact-Checking be Trusted in Practice? WWW (Companion Volume) 2023: 172-175 - [c121]Shaochen Yu
, Lei Han
, Marta Indulska
, Shazia Sadiq
, Gianluca Demartini
:
Human-in-the-loop Regular Expression Extraction for Single Column Format Inconsistency. WWW 2023: 3859-3867 - [i15]Guglielmo Faggioli
, Laura Dietz, Charles L. A. Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, Henning Wachsmuth:
Perspectives on Large Language Models for Relevance Judgment. CoRR abs/2304.09161 (2023) - [i14]Aki Barry, Lei Han, Gianluca Demartini:
On the Impact of Data Quality on Image Classification Fairness. CoRR abs/2305.01595 (2023) - [i13]Gianluca Demartini, Kevin Roitero, Stefano Mizzaro:
Data Bias Management. CoRR abs/2305.09686 (2023) - 2022
- [j31]Sara Ceschia
, Kevin Roitero
, Gianluca Demartini
, Stefano Mizzaro
, Luca Di Gaspero
, Andrea Schaerf
:
Task design in complex crowdsourcing experiments: Item assignment optimization. Comput. Oper. Res. 148: 105995 (2022) - [j30]Gianluca Demartini
, Jie Yang, Shazia Sadiq
:
Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022. SIGIR Forum 56(2): 17:1-17:8 (2022) - [j29]Shazia Sadiq
, Amir Aryani, Gianluca Demartini
, Wen Hua
, Marta Indulska, Andrew Burton-Jones, Hassan Khosravi
, Diana Benavides Prado
, Timos Sellis, Ida Asadi Someh
, Rhema Vaithianathan, Sen Wang
, Xiaofang Zhou:
Information Resilience: the nexus of responsible and agile approaches to information use. VLDB J. 31(5): 1059-1084 (2022) - [c120]Hatim Lahza
, Hassan Khosravi, Gianluca Demartini
:
Incorporating AI and Analytics to Derive Insights from E-exam Logs. AIED (1) 2022: 749-755 - [c119]Linh Le, Guido Zuccon, Genghong Zhao, Gianluca Demartini, Xia Zhang:
Leveraging Semantic Type Dependencies for Medical Named Entity Recognition. AMIA 2022 - [c118]Mohammed Saeed, Nicolas Traub, Maelle Nicolas, Gianluca Demartini
, Paolo Papotti:
Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts? CIKM 2022: 1736-1746 - [c117]Periklis Perikleous
, Andreas Kafkalias, Zenonas Theodosiou, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Gianluca Demartini
, Andreas Lanitis:
How Does the Crowd Impact the Model? A Tool for Raising Awareness of Social Bias in Crowdsourced Training Data. CIKM 2022: 4951-4954 - [c116]Gianluca Demartini, Jie Yang
, Shazia Sadiq
:
Workshop on Human-in-the-loop Data Curation. CIKM 2022: 5161-5162 - [c115]David La Barbera, Kevin Roitero, Joel Mackenzie, Damiano Spina, Gianluca Demartini, Stefano Mizzaro:
BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval. CLEF (Working Notes) 2022: 564-572 - [c114]Ajay Hemanth Sampath Kumar, Aminath Shausan, Gianluca Demartini, Afshin Rahimi:
Automatic Identification of 5C Vaccine Behaviour on Social Media. W-NUT@COLING 2022: 136-146 - [c113]Hui Zhou
, Lei Han
, Gianluca Demartini
, Marta Indulska
, Shazia Sadiq
:
A Behavioural Analysis of Metadata Use in Evaluating the Quality of Repurposed Data. ER 2022: 310-324 - [c112]Shaoyang Fan, Lei Han
, Gianluca Demartini, Shazia Sadiq:
Exploring Data Literacy Levels in the Crowd - the Case of COVID-19. ICWSM 2022: 1398-1403 - [c111]Hatim Lahza
, Hassan Khosravi
, Gianluca Demartini
, Dragan Gasevic:
Effects of Technological Interventions for Self-regulation: A Control Experiment in Learnersourcing. LAK 2022: 542-548 - [c110]Shaoyang Fan
, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Shazia Sadiq
, Gianluca Demartini
:
Socio-Economic Diversity in Human Annotations. WebSci 2022: 98-109 - [c109]Jiechen Xu, Lei Han
, Shaoyang Fan, Shazia Sadiq
, Gianluca Demartini
:
Does Evidence from Peers Help Crowd Workers in Assessing Truthfulness? WWW (Companion Volume) 2022: 302-306 - [c108]Kevin Roitero, Alessandro Checco, Stefano Mizzaro
, Gianluca Demartini
:
Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments. WWW 2022: 319-327 - [i12]Mohammed Saeed, Nicolas Traub, Maelle Nicolas, Gianluca Demartini, Paolo Papotti:
Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts? CoRR abs/2208.09214 (2022) - 2021
- [j28]Michael Soprano
, Kevin Roitero
, David La Barbera
, Davide Ceolin
, Damiano Spina
, Stefano Mizzaro
, Gianluca Demartini
:
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale. Inf. Process. Manag. 58(6): 102710 (2021) - [j27]Jorge Ramírez, Burcu Sayin
, Marcos Báez, Fabio Casati
, Luca Cernuzzi
, Boualem Benatallah
, Gianluca Demartini
:
On the State of Reporting in Crowdsourcing Experiments and a Checklist to Aid Current Practices. Proc. ACM Hum. Comput. Interact. 5(CSCW2): 387:1-387:34 (2021) - [j26]Lei Han
, Kevin Roitero
, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco
, Eddy Maddalena
, Gianluca Demartini
:
The Impact of Task Abandonment in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33(5): 2266-2279 (2021) - [j25]Solmaz Abdi
, Hassan Khosravi
, Shazia Sadiq
, Gianluca Demartini
:
Evaluating the Quality of Learning Resources: A Learnersourcing Approach. IEEE Trans. Learn. Technol. 14(1): 81-92 (2021) - [c107]Hui Zhou, Gianluca Demartini, Marta Indulska, Shazia Sadiq:
Evaluating the Quality of Repurposed Data - The Role of Metadata. ACIS 2021: 50 - [c106]Lei Han
, Rudra Sawant, Shaoyang Fan
, Glenn Kefford, Gianluca Demartini
:
An Analysis of the Australian Political Discourse in Sponsored Social Media Content. ADCS 2021: 1:1-1:5 - [c105]Rudra Sawant, Gianluca Demartini
, Tom Bridge:
Hierarchical Clustering of Corals using Image Clustering. ADCS 2021: 7:1-7:4 - [c104]Jaiden Harding, Tom Bridge, Gianluca Demartini
:
CoralExp: An Explainable System to Support Coral Taxonomy Research. ECIR (2) 2021: 504-508 - [c103]Lei Han
, Xiao Dong, Gianluca Demartini
:
Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. HCOMP 2021: 72-83 - [c102]Le Thai Linh, Minh-Tien Nguyen
, Guido Zuccon
, Gianluca Demartini
:
Loss-based Active Learning for Named Entity Recognition. IJCNN 2021: 1-8 - [c101]Hassan Khosravi
, Gianluca Demartini
, Shazia Sadiq
, Dragan Gasevic:
Charting the Design and Analytics Agenda of Learnersourcing Systems. LAK 2021: 32-42 - [c100]Erik Brand, Kevin Roitero, Michael Soprano
, Gianluca Demartini:
E-BART: Jointly Predicting and Explaining Truthfulness. TTO 2021: 18-27 - [c99]Yunke Qu, Kevin Roitero, Stefano Mizzaro, Damiano Spina, Gianluca Demartini:
Human-in-the-Loop Systems for Truthfulness: A Study of Human and Machine Confidence. TTO 2021: 40-49 - [e4]Gianluca Demartini, Guido Zuccon, J. Shane Culpepper, Zi Huang, Hanghang Tong:
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021. ACM 2021, ISBN 978-1-4503-8446-9 [contents] - [i11]Kevin Roitero, Michael Soprano, Beatrice Portelli, Massimiliano De Luise, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini:
Can the Crowd Judge Truthfulness? A Longitudinal Study on Recent Misinformation about COVID-19. CoRR abs/2107.11755 (2021) - [i10]Jorge Ramírez, Burcu Sayin, Marcos Báez, Fabio Casati, Luca Cernuzzi, Boualem Benatallah, Gianluca Demartini:
On the state of reporting in crowdsourcing experiments and a checklist to aid current practices. CoRR abs/2107.13519 (2021) - [i9]Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini:
The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale. CoRR abs/2108.01222 (2021) - [i8]Gianluca Demartini, Kevin Roitero, Stefano Mizzaro:
Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal. CoRR abs/2110.13504 (2021) - 2020
- [j24]Gianluca Demartini, Stefano Mizzaro, Damiano Spina:
Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities. IEEE Data Eng. Bull. 43(3): 65-74 (2020) - [j23]Alessandro Checco, Jo Bates, Gianluca Demartini
:
Adversarial Attacks on Crowdsourcing Quality Control. J. Artif. Intell. Res. 67: 375-408 (2020) - [j22]Shaoyang Fan
, Ujwal Gadiraju, Alessandro Checco, Gianluca Demartini
:
CrowdCO-OP: Sharing Risks and Rewards in Crowdsourcing. Proc. ACM Hum. Comput. Interact. 4(CSCW2): 132:1-132:24 (2020) - [j21]Tara Safavi, Edgar Meij, Fatma Özcan, Miriam Redi, Gianluca Demartini, Chenyan Xiong:
Report on the first workshop on bias in automatic knowledge graph construction at AKBC 2020. SIGIR Forum 54(2): 8:1-8:9 (2020) - [j20]Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das
, Gianluca Demartini
, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti
, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins
, Koichiro Yoshida:
Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49(2): 30-35 (2020) - [c98]Humaira Ehsan, Mohamed A. Sharaf, Gianluca Demartini
:
QuRVe: Query Refinement for View Recommendation in Visual Data Exploration. ADBIS (Short Papers) 2020: 154-165 - [c97]Tianwa Chen, Lei Han, Gianluca Demartini
, Marta Indulska, Shazia Sadiq
:
Building Data Curation Processes with Crowd Intelligence. CAiSE Forum 2020: 29-42 - [c96]Lei Han
, Alessandro Checco, Djellel Eddine Difallah
, Gianluca Demartini
, Shazia Sadiq
:
Modelling User Behavior Dynamics with Embeddings. CIKM 2020: 445-454 - [c95]Kevin Roitero, Michael Soprano
, Beatrice Portelli
, Damiano Spina
, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro
, Gianluca Demartini
:
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? CIKM 2020: 1305-1314 - [c94]Xiao Dong, Huaxiang Zhang, Gianluca Demartini
:
A Region Selection Model to Identify Unknown Unknowns in Image Datasets. ECAI 2020: 474-481 - [c93]David La Barbera
, Kevin Roitero, Gianluca Demartini
, Stefano Mizzaro
, Damiano Spina
:
Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias. ECIR (2) 2020: 207-214 - [c92]Wasim Ahmed
, Peter A. Bath
, Laura Sbaffi, Gianluca Demartini
:
Zika Outbreak of 2016: Insights from Twitter. HCI (15) 2020: 447-458 - [c91]Md. Mostafizur Rahman, Atsuhiro Takasu, Gianluca Demartini
:
Representation learning for entity type ranking. SAC 2020: 2049-2056 - [c90]Lei Han
, Tianwa Chen
, Gianluca Demartini
, Marta Indulska
, Shazia Sadiq
:
On Understanding Data Worker Interaction Behaviors. SIGIR 2020: 269-278 - [c89]Kevin Roitero, Michael Soprano
, Shaoyang Fan
, Damiano Spina
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