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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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Books and Theses

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2014
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Gianluca Demartini:
From People to Entities: New Semantic Search Paradigms for the Web. Studies on the Semantic Web 16, IOS Press 2014, ISBN 978-1-61499-318-6, pp. 1-162
2011
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Gianluca Demartini:
From people to entities: typed search in the enterprise and the web. University of Hanover, 2011

Journal Articles

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2024
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Gianluca Demartini, Kevin Roitero, Stefano Mizzaro:
Data Bias Management. Commun. ACM 67(1): 28-32 (2024)
[j41]
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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)
2023
[j40]
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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)
[j39]
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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)
[j38]
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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)
[j37]
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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)
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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)
[j35]
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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]
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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]
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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]
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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)
2022
[j31]
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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]
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Gianluca Demartini, Jie Yang, Shazia W. 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]
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Shazia Wasim 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)
2021
[j28]
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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]
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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]
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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]
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Solmaz Abdi, Hassan Khosravi, Shazia W. Sadiq, Gianluca Demartini:
Evaluating the Quality of Learning Resources: A Learnersourcing Approach. IEEE Trans. Learn. Technol. 14(1): 81-92 (2021)
2020
[j24]
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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]
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Alessandro Checco, Jo Bates, Gianluca Demartini:
Adversarial Attacks on Crowdsourcing Quality Control. J. Artif. Intell. Res. 67: 375-408 (2020)
[j22]
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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]
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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]
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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)
2019
[j19]
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Ujwal Gadiraju, Gianluca Demartini, Ricardo Kawase, Stefan Dietze:
Crowd Anatomy Beyond the Good and Bad: Behavioral Traces for Crowd Worker Modeling and Pre-selection. Comput. Support. Cooperative Work. 28(5): 815-841 (2019)
[j18]
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Cristina Sarasua, Alessandro Checco, Gianluca Demartini, Djellel Eddine Difallah, Michael Feldman, Lydia Pintscher:
The Evolution of Power and Standard Wikidata Editors: Comparing Editing Behavior over Time to Predict Lifespan and Volume of Edits. Comput. Support. Cooperative Work. 28(5): 843-882 (2019)
[j17]
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Pierre Bourhis, Gianluca Demartini, Shady Elbassuoni, Emilie Hoareau, H. Raghav Rao:
Ethical Challenges in the Future of Work. IEEE Data Eng. Bull. 42(4): 55-64 (2019)
[j16]
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Djellel Eddine Difallah, Alessandro Checco, Gianluca Demartini, Philippe Cudré-Mauroux:
Deadline-Aware Fair Scheduling for Multi-Tenant Crowd-Powered Systems. ACM Trans. Soc. Comput. 2(1): 3:1-3:29 (2019)
2017
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Gianluca Demartini, Djellel Eddine Difallah, Ujwal Gadiraju, Michele Catasta:
An Introduction to Hybrid Human-Machine Information Systems. Found. Trends Web Sci. 7(1): 1-87 (2017)
[j14]
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Ujwal Gadiraju, Alessandro Checco, Neha Gupta, Gianluca Demartini:
Modus Operandi of Crowd Workers: The Invisible Role of Microtask Work Environments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 49:1-49:29 (2017)
2016
[j13]
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Alberto Tonon, Michele Catasta, Roman Prokofyev, Gianluca Demartini, Karl Aberer, Philippe Cudré-Mauroux:
Contextualized ranking of entity types based on knowledge graphs. J. Web Semant. 37-38: 170-183 (2016)
2015
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Gianluca Demartini:
Hybrid human-machine information systems: Challenges and opportunities. Comput. Networks 90: 5-13 (2015)
[j11]
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Ujwal Gadiraju, Gianluca Demartini, Ricardo Kawase, Stefan Dietze:
Human Beyond the Machine: Challenges and Opportunities of Microtask Crowdsourcing. IEEE Intell. Syst. 30(4): 81-85 (2015)
[j10]
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Alberto Tonon, Gianluca Demartini, Philippe Cudré-Mauroux:
Pooling-based continuous evaluation of information retrieval systems. Inf. Retr. J. 18(5): 445-472 (2015)
2014
[j9]
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Michele Catasta, Alberto Tonon, Djellel Eddine Difallah, Gianluca Demartini, Karl Aberer, Philippe Cudré-Mauroux:
TransactiveDB: Tapping into Collective Human Memories. Proc. VLDB Endow. 7(14): 1977-1980 (2014)
[j8]
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Michele Catasta, Alberto Tonon, Gianluca Demartini, Jean-Eudes Ranvier, Karl Aberer, Philippe Cudré-Mauroux:
B-hist: Entity-centric search over personal web browsing history. J. Web Semant. 27-28: 19-25 (2014)
2013
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Gianluca Demartini, Iliya Enchev, Joël Gapany, Philippe Cudré-Mauroux:
The Bowlogna ontology: Fostering open curricula and agile knowledge bases for Europe's higher education landscape. Semantic Web 4(1): 53-63 (2013)
[j6]
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Gianluca Demartini, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
Large-scale linked data integration using probabilistic reasoning and crowdsourcing. VLDB J. 22(5): 665-687 (2013)
2011
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Gianluca Demartini:
From people to entities: typed search in the enterprise and the web. SIGIR Forum 45(1): 73 (2011)
2010
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Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel, Wolfgang Nejdl:
Why finding entities in Wikipedia is difficult, sometimes. Inf. Retr. 13(5): 534-567 (2010)
[j3]
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Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. De Vries, Antoine Doucet, Khairun Nisa Fachry, Norbert Fuhr, Patrick Gallinari, Shlomo Geva, Wei Chi Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Sangeetha Kutty, Monica Landoni, Miro Lehtonen, Véronique Moriceau, Richi Nayak, Ragnar Nordlie, Nils Pharo, Eric SanJuan, Ralf Schenkel, Xavier Tannier, Martin Theobald, James A. Thom, Andrew Trotman, Arjen P. de Vries:
Report on INEX 2009. SIGIR Forum 44(1): 38-57 (2010)
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Enrico Minack, Raluca Paiu, Stefania Costache, Gianluca Demartini, Julien Gaugaz, Ekaterini Ioannou, Paul-Alexandru Chirita, Wolfgang Nejdl:
Leveraging personal metadata for Desktop search: The Beagle⁺⁺ system. J. Web Semant. 8(1): 37-54 (2010)
2009
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Gianluca Demartini, Ludovic Denoyer, Antoine Doucet, Khairun Nisa Fachry, Patrick Gallinari, Shlomo Geva, Darren Wei Che Huang, Tereza Iofciu, Jaap Kamps, Gabriella Kazai, Marijn Koolen, Monica Landoni, Ragnar Nordlie, Nils Pharo, Ralf Schenkel, Martin Theobald, Andrew Trotman, Arjen P. de Vries, Alan Woodley, Jianhan Zhu:
Report on INEX 2008. SIGIR Forum 43(1): 17-36 (2009)

Conference and Workshop Papers

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2024
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Linh Le, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini:
CoLAL: Co-learning Active Learning for Text Classification. AAAI 2024: 13337-13345
2023
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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]
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Ryan Harvey, Rémi Lebret, Stéphane Massonnet, Karl Aberer, Gianluca Demartini:
Firearms on Twitter: A Novel Object Detection Pipeline. ICWSM 2023: 1128-1132
[c123]
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Aki Barry, Lei Han, Gianluca Demartini:
On the Impact of Data Quality on Image Classification Fairness. SIGIR 2023: 2225-2229
[c122]
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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]
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Shaochen Yu, Lei Han, Marta Indulska, Shazia W. Sadiq, Gianluca Demartini:
Human-in-the-loop Regular Expression Extraction for Single Column Format Inconsistency. WWW 2023: 3859-3867
2022
[c120]
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Hatim Lahza, Hassan Khosravi, Gianluca Demartini:
Incorporating AI and Analytics to Derive Insights from E-exam Logs. AIED (1) 2022: 749-755
[c119]
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Linh Le, Guido Zuccon, Genghong Zhao, Gianluca Demartini, Xia Zhang:
Leveraging Semantic Type Dependencies for Medical Named Entity Recognition. AMIA 2022
[c118]
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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]
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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]
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Gianluca Demartini, Jie Yang, Shazia W. Sadiq:
Workshop on Human-in-the-loop Data Curation. CIKM 2022: 5161-5162
[c115]
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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]
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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]
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Hui Zhou, Lei Han, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq:
A Behavioural Analysis of Metadata Use in Evaluating the Quality of Repurposed Data. ER 2022: 310-324
[c112]
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Shaoyang Fan, Lei Han, Gianluca Demartini, Shazia W. Sadiq:
Exploring Data Literacy Levels in the Crowd - the Case of COVID-19. ICWSM 2022: 1398-1403
[c111]
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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]
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Shaoyang Fan, Pinar Barlas, Evgenia Christoforou, Jahna Otterbacher, Shazia W. Sadiq, Gianluca Demartini:
Socio-Economic Diversity in Human Annotations. WebSci 2022: 98-109
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Jiechen Xu, Lei Han, Shaoyang Fan, Shazia W. Sadiq, Gianluca Demartini:
Does Evidence from Peers Help Crowd Workers in Assessing Truthfulness? WWW (Companion Volume) 2022: 302-306
[c108]
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Kevin Roitero, Alessandro Checco, Stefano Mizzaro, Gianluca Demartini:
Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments. WWW 2022: 319-327
2021
[c107]
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Hui Zhou, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq:
Evaluating the Quality of Repurposed Data - The Role of Metadata. ACIS 2021: 50
[c106]
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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]
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Rudra Sawant, Gianluca Demartini, Tom Bridge:
Hierarchical Clustering of Corals using Image Clustering. ADCS 2021: 7:1-7:4
[c104]
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Jaiden Harding, Tom Bridge, Gianluca Demartini:
CoralExp: An Explainable System to Support Coral Taxonomy Research. ECIR (2) 2021: 504-508
[c103]
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Lei Han, Xiao Dong, Gianluca Demartini:
Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. HCOMP 2021: 72-83
[c102]
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Le Thai Linh, Minh-Tien Nguyen, Guido Zuccon, Gianluca Demartini:
Loss-based Active Learning for Named Entity Recognition. IJCNN 2021: 1-8
[c101]
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Hassan Khosravi, Gianluca Demartini, Shazia W. Sadiq, Dragan Gasevic:
Charting the Design and Analytics Agenda of Learnersourcing Systems. LAK 2021: 32-42
[c100]
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Erik Brand, Kevin Roitero, Michael Soprano, Gianluca Demartini:
E-BART: Jointly Predicting and Explaining Truthfulness. TTO 2021: 18-27
[c99]
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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
2020
[c98]
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Humaira Ehsan, Mohamed A. Sharaf, Gianluca Demartini:
QuRVe: Query Refinement for View Recommendation in Visual Data Exploration. ADBIS (Short Papers) 2020: 154-165
[c97]
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Tianwa Chen, Lei Han, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq:
Building Data Curation Processes with Crowd Intelligence. CAiSE Forum 2020: 29-42
[c96]
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Lei Han, Alessandro Checco, Djellel Eddine Difallah, Gianluca Demartini, Shazia Wasim Sadiq:
Modelling User Behavior Dynamics with Embeddings. CIKM 2020: 445-454
[c95]
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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]
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Xiao Dong, Huaxiang Zhang, Gianluca Demartini:
A Region Selection Model to Identify Unknown Unknowns in Image Datasets. ECAI 2020: 474-481
[c93]
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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]
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Wasim Ahmed, Peter A. Bath, Laura Sbaffi, Gianluca Demartini:
Zika Outbreak of 2016: Insights from Twitter. HCI (15) 2020: 447-458
[c91]
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Md. Mostafizur Rahman, Atsuhiro Takasu, Gianluca Demartini:
Representation learning for entity type ranking. SAC 2020: 2049-2056
[c90]
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Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia W. Sadiq:
On Understanding Data Worker Interaction Behaviors. SIGIR 2020: 269-278
[c89]
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Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini:
Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background. SIGIR 2020: 439-448
[c88]
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Lei Han, Eddy Maddalena, Alessandro Checco, Cristina Sarasua, Ujwal Gadiraju, Kevin Roitero, Gianluca Demartini:
Crowd Worker Strategies in Relevance Judgment Tasks. WSDM 2020: 241-249
2019
[c87]
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Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini:
Health Cards to Assist Decision Making in Consumer Health Search. AMIA 2019
[c86]
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Lei Han, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini:
On Transforming Relevance Scales. CIKM 2019: 39-48
[c85]
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Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini:
Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods. CIKM 2019: 2405-2408
[c84]
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Rehab K. Qarout, Alessandro Checco, Gianluca Demartini, Kalina Bontcheva:
Platform-Related Factors in Repeatability and Reproducibility of Crowdsourcing Tasks. HCOMP 2019: 135-143
[c83]
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Ujwal Gadiraju, Gianluca Demartini:
Understanding Worker Moods and Reactions to Rejection in Crowdsourcing. HT 2019: 211-220
[c82]
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Ujwal Gadiraju, Mahdi Bohlouli, Gianluca Demartini, Anoush Margaryan:
JobNoW'19 - 1st International Workshop on Job Knowledge Discovery on the Web & Social Media. HT 2019: 305-306
[c81]
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Alessandro Checco, Jo Bates, Gianluca Demartini:
Quality Control Attack Schemes in Crowdsourcing. IJCAI 2019: 6136-6140
[c80]
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  - conf/semweb/LuggenDSDC19
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Michael Luggen, Djellel Eddine Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux:
Non-parametric Class Completeness Estimators for Collaborative Knowledge Graphs - The Case of Wikidata. ISWC (1) 2019: 453-469
[c79]
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Gianluca Demartini:
Knowledge Graph Quality Management. SeWeBMeDa@ISWC 2019: i-ii
[c78]
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Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini:
Health Cards for Consumer Health Search. SIGIR 2019: 35-44
[c77]
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Vu Anh Le, Gianluca Demartini:
UQ at the TREC 2019 News Track. TREC 2019
[c76]
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Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini:
All Those Wasted Hours: On Task Abandonment in Crowdsourcing. WSDM 2019: 321-329
[c75]
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Gianluca Demartini:
Implicit Bias in Crowdsourced Knowledge Graphs. WWW (Companion Volume) 2019: 624-630
[c74]
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Jie Yang, Alisa Smirnova, Dingqi Yang, Gianluca Demartini, Yuan Lu, Philippe Cudré-Mauroux:
Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data. WWW 2019: 2158-2168
2018
[c73]
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Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Damiano Spina:
How Many Truth Levels? Six? One Hundred? Even More? Validating Truthfulness of Statements via Crowdsourcing. CIKM Workshops 2018
[c72]
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Mengdie Zhuang, Elaine G. Toms, Gianluca Demartini:
Can User Behaviour Sequences Reflect Perceived Novelty? CIKM 2018: 1507-1510
[c71]
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Alessandro Checco, Jo Bates, Gianluca Demartini:
All That Glitters Is Gold - An Attack Scheme on Gold Questions in Crowdsourcing. HCOMP 2018: 2-11
[c70]
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Wasim Ahmed, Peter A. Bath, Laura Sbaffi, Gianluca Demartini:
Measuring the Effect of Public Health Campaigns on Twitter: The Case of World Autism Awareness Day. iConference 2018: 10-16
[c69]
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Kevin Roitero, Eddy Maddalena, Gianluca Demartini, Stefano Mizzaro:
On Fine-Grained Relevance Scales. SIGIR 2018: 675-684
[c68]
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Jahna Otterbacher, Alessandro Checco, Gianluca Demartini, Paul D. Clough:
Investigating User Perception of Gender Bias in Image Search: The Role of Sexism. SIGIR 2018: 933-936
[c67]
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Jimmy, Guido Zuccon, Gianluca Demartini:
On the Volatility of Commercial Search Engines and its Impact on Information Retrieval Research. SIGIR 2018: 1105-1108
[c66]
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Wasim Ahmed, Peter A. Bath, Laura Sbaffi, Gianluca Demartini:
Moral Panic through the Lens of Twitter: An Analysis of Infectious Disease Outbreaks. SMSociety 2018: 217-221
[c65]
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Lora Aroyo, Gianluca Demartini, Anna Lisa Gentile, Chris Welty:
Augmenting Intelligence with Humans-in-the-Loop (HumL@WWW2018) Chairs' Welcome & Organization. WWW (Companion Volume) 2018: 1099-1100
2017
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Mengdie Zhuang, Gianluca Demartini, Elaine G. Toms:
Understanding Engagement through Search Behaviour. CIKM 2017: 1957-1966
[c63]
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Alessandro Checco, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini:
Let's Agree to Disagree: Fixing Agreement Measures for Crowdsourcing. HCOMP 2017: 11-20
[c62]
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Eddy Maddalena, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro:
Considering Assessor Agreement in IR Evaluation. ICTIR 2017: 75-82
2016
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Mengdie Zhuang, Elaine G. Toms, Gianluca Demartini:
The Relationship Between User Perception and User Behaviour in Interactive Information Retrieval Evaluation. ECIR 2016: 293-305
[c60]
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Eddy Maddalena, Marco Basaldella, Dario De Nart, Dante Degl'Innocenti, Stefano Mizzaro, Gianluca Demartini:
Crowdsourcing Relevance Assessments: The Unexpected Benefits of Limiting the Time to Judge. HCOMP 2016: 129-138
[c59]
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Jie Yang, Judith Redi, Gianluca Demartini, Alessandro Bozzon:
Modeling Task Complexity in Crowdsourcing. HCOMP 2016: 249-258
[c58]
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Muhammad Helmy, Marco Basaldella, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini:
Towards building a standard dataset for Arabic keyphrase extraction evaluation. IALP 2016: 26-29
[c57]
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Philip Webster, Paul D. Clough, Gianluca Demartini, Tom Storrar, Sonia Ranade, Graham Seaman:
Exploring Entity-Centric Methods in the UK Government Web Archive. ACHS@JCDL 2016
[c56]
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Mengdie Zhuang, Elaine G. Toms, Gianluca Demartini:
Search Behaviour Before and After Search Success. SAL@SIGIR 2016
[c55]
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Ujwal Gadiraju, Gianluca Demartini, Djellel Eddine Difallah, Michele Catasta:
It's getting crowded!: how to use crowdsourcing effectively for web science research. WebSci 2016: 11
[c54]
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Djellel Eddine Difallah, Gianluca Demartini, Philippe Cudré-Mauroux:
Scheduling Human Intelligence Tasks in Multi-Tenant Crowd-Powered Systems. WWW 2016: 855-865
2015
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Ujwal Gadiraju, Ricardo Kawase, Stefan Dietze, Gianluca Demartini:
Understanding Malicious Behavior in Crowdsourcing Platforms: The Case of Online Surveys. CHI 2015: 1631-1640
[c52]
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Gianluca Demartini:
A Tutorial on Leveraging Knowledge Graphs for Web Search. RuSSIR 2015: 24-37
[c51]
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Djellel Eddine Difallah, Michele Catasta, Gianluca Demartini, Panagiotis G. Ipeirotis, Philippe Cudré-Mauroux:
The Dynamics of Micro-Task Crowdsourcing: The Case of Amazon MTurk. WWW 2015: 238-247
[c50]
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Djellel Eddine Difallah, Michele Catasta, Gianluca Demartini, Panagiotis G. Ipeirotis, Philippe Cudré-Mauroux:
The Dynamics of Micro-Task Crowdsourcing: The Case of Amazon MTurk. WWW (Companion Volume) 2015: 617
[c49]
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Alberto Tonon, Michele Catasta, Gianluca Demartini, Philippe Cudré-Mauroux:
Fixing the Domain and Range of Properties in Linked Data by Context Disambiguation. LDOW@WWW 2015
2014
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Roman Prokofyev, Ruslan Mavlyutov, Martin Grund, Gianluca Demartini, Philippe Cudré-Mauroux:
Correct Me If I'm Wrong: Fixing Grammatical Errors by Preposition Ranking. CIKM 2014: 331-340
[c47]
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Djellel Eddine Difallah, Michele Catasta, Gianluca Demartini, Philippe Cudré-Mauroux:
Scaling-Up the Crowd: Micro-Task Pricing Schemes for Worker Retention and Latency Improvement. HCOMP 2014: 50-58
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Roman Prokofyev, Gianluca Demartini, Philippe Cudré-Mauroux:
Effective named entity recognition for idiosyncratic web collections. WWW 2014: 397-408
[c45]
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Michele Catasta, Alberto Tonon, Djellel Eddine Difallah, Gianluca Demartini, Karl Aberer, Philippe Cudré-Mauroux:
Hippocampus: answering memory queries using transactive search. WWW (Companion Volume) 2014: 535-540
2013
[c44]
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Gianluca Demartini:
Pick-A-Crowd: Tell me what you like, and I'll tell you what to do. CIDR 2013
[c43]
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Gianluca Demartini, Beth Trushkowsky, Tim Kraska, Michael J. Franklin:
CrowdQ: Crowdsourced Query Understanding. CIDR 2013
[c42]
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Roman Prokofyev, Gianluca Demartini, Alexey Boyarsky, Oleg Ruchayskiy, Philippe Cudré-Mauroux:
Ontology-Based Word Sense Disambiguation for Scientific Literature. ECIR 2013: 594-605
[c41]
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Surender Reddy Yerva, Michele Catasta, Gianluca Demartini, Karl Aberer:
Entity disambiguation in tweets leveraging user social profiles. IRI 2013: 120-128
[c40]
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Mariusz Wisniewski, Gianluca Demartini, Apostolos Malatras, Philippe Cudré-Mauroux:
NoizCrowd: A Crowd-Based Data Gathering and Management System for Noise Level Data. MobiWIS 2013: 172-186
[c39]
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Alberto Tonon, Michele Catasta, Gianluca Demartini, Philippe Cudré-Mauroux, Karl Aberer:
TRank: Ranking Entity Types Using the Web of Data. ISWC (1) 2013: 640-656
[c38]
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Djellel Eddine Difallah, Gianluca Demartini, Philippe Cudré-Mauroux:
Pick-a-crowd: tell me what you like, and i'll tell you what to do. WWW 2013: 367-374
2012
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Julien Gaugaz, Patrick Siehndel, Gianluca Demartini, Tereza Iofciu, Mihai Georgescu, Nicola Henze:
Predicting the Future Impact of News Events. ECIR 2012: 50-62
[c36]
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Roman Prokofyev, Alexey Boyarsky, Oleg Ruchayskiy, Karl Aberer, Gianluca Demartini, Philippe Cudré-Mauroux:
Tag Recommendation for Large-Scale Ontology-Based Information Systems. ISWC (2) 2012: 325-336
[c35]
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Alberto Tonon, Gianluca Demartini, Philippe Cudré-Mauroux:
Combining inverted indices and structured search for ad-hoc object retrieval. SIGIR 2012: 125-134
[c34]
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Djellel Eddine Difallah, Gianluca Demartini, Philippe Cudré-Mauroux:
Mechanical Cheat: Spamming Schemes and Adversarial Techniques on Crowdsourcing Platforms. CrowdSearch 2012: 26-30
[c33]
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Gianluca Demartini, Djellel Eddine Difallah, Philippe Cudré-Mauroux:
ZenCrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking. WWW 2012: 469-478
2011
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Tereza Iofciu, Gianluca Demartini, Nick Craswell, Arjen P. de Vries:
ReFER: Effective Relevance Feedback for Entity Ranking. ECIR 2011: 264-276
[c31]
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Gianluca Demartini:
ARES: A Retrieval Engine Based on Sentiments - Sentiment-Based Search Result Annotation and Diversification. ECIR 2011: 772-775
[c30]
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Gianluca Demartini, Stefan Siersdorfer, Sergiu Chelaru, Wolfgang Nejdl:
Analyzing Political Trends in the Blogosphere. ICWSM 2011
[c29]
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Ralf Krestel, Gianluca Demartini, Eelco Herder:
Visual interfaces for stimulating exploratory search. JCDL 2011: 393-394
[c28]
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Gianluca Demartini, Iliya Enchev, Marcin Wylot, Joël Gapany, Philippe Cudré-Mauroux:
BowlognaBench - Benchmarking RDF Analytics. SIMPDA 2011: 82-102
2010
[c27]
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Gianluca Demartini, Malik Muhammad Saad Missen, Roi Blanco, Hugo Zaragoza:
TAER: time-aware entity retrieval-exploiting the past to find relevant entities in news articles. CIKM 2010: 1517-1520
[c26]
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Bodo Billerbeck, Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel:
Ranking Entities Using Web Search Query Logs. ECDL 2010: 273-281
[c25]
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George Papadakis, Gianluca Demartini, Peter Fankhauser, Philipp Kärger:
The missing links: discovering hidden same-as links among a billion of triples. iiWAS 2010: 453-460
[c24]
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Gianluca Demartini, Malik Muhammad Saad Missen, Roi Blanco, Hugo Zaragoza:
Entity summarization of news articles. SIGIR 2010: 795-796
[c23]
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Bodo Billerbeck, Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel:
Exploiting click-through data for entity retrieval. SIGIR 2010: 803-804
[c22]
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Gianluca Demartini, Stefan Siersdorfer:
Dear search engine: what's your opinion about...?: sentiment analysis for semantic enrichment of web search results. SEMSEARCH@WWW 2010: 4:1-4:7
2009
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Gianluca Demartini, Julien Gaugaz, Wolfgang Nejdl:
A Vector Space Model for Ranking Entities and Its Application to Expert Search. ECIR 2009: 189-201
[c20]
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Julien Gaugaz, Jakub Zakrzewski, Gianluca Demartini, Wolfgang Nejdl:
How to Trace and Revise Identities. ESWC 2009: 414-428
[c19]
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Gianluca Demartini, Tereza Iofciu, Arjen P. de Vries:
Overview of the INEX 2009 Entity Ranking Track. INEX 2009: 254-264
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Gianluca Demartini, Claudiu S. Firan, Mihai Georgescu, Tereza Iofciu, Ralf Krestel, Wolfgang Nejdl:
An Architecture for Finding Entities on the Web. LA-WEB/CLIHC 2009: 230-237
[c17]
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Tereza Iofciu, Gianluca Demartini:
Time Based Tag Recommendation Using Direct and Extended Users Sets. DC@PKDD/ECML 2009
[c16]
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Enrico Minack, Gianluca Demartini, Wolfgang Nejdl:
Current Approaches to Search Result Diversification. LivingWeb@ISWC 2009
2008
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Gianluca Demartini, Paul-Alexandru Chirita, Ingo Brunkhorst, Wolfgang Nejdl:
Ranking Categories for Web Search. ECIR 2008: 564-569
[c14]
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Julien Gaugaz, Gianluca Demartini:
Entity Identifiers for Lineage Preservation. IRSW 2008
[c13]
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Gianluca Demartini:
Comparing People in the Enterprise. ICEIS (2) 2008: 455-458
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Rodolfo Stecher, Gianluca Demartini, Claudia Niederée:
Social recommendations of content and metadata. iiWAS 2008: 92-97
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Gianluca Demartini, Arjen P. de Vries, Tereza Iofciu, Jianhan Zhu:
Overview of the INEX 2008 Entity Ranking Track. INEX 2008: 243-252
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Nick Craswell, Gianluca Demartini, Julien Gaugaz, Tereza Iofciu:
L3S at INEX 2008: Retrieving Entities Using Structured Information. INEX 2008: 253-263
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Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Ralf Krestel, Wolfgang Nejdl:
A Model for Ranking Entities and Its Application to Wikipedia. LA-WEB 2008: 29-38
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Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu, Wolfgang Nejdl:
Semantically Enhanced Entity Ranking. WISE 2008: 176-188
2007
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Gianluca Demartini:
Leveraging semantic technologies for enterprise search. PIKM 2007: 25-32
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Sergey Chernov, Pavel Serdyukov, Paul-Alexandru Chirita, Gianluca Demartini, Wolfgang Nejdl:
Building a Desktop Search Test-Bed. ECIR 2007: 686-690
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Gianluca Demartini:
Finding Experts Using Wikipedia. FEWS 2007: 33-41
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Gianluca Demartini, Claudiu S. Firan, Tereza Iofciu:
L3S at INEX 2007: Query Expansion for Entity Ranking Using a Highly Accurate Ontology. INEX 2007: 252-263
2006
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Gianluca Demartini, Stefano Mizzaro:
A Classification of IR Effectiveness Metrics. ECIR 2006: 488-491
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Vincenzo Della Mea, Gianluca Demartini, Luca Di Gaspero, Stefano Mizzaro:
Experiments on Average Distance Measure. ECIR 2006: 492-495
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Sergey Chernov, Gianluca Demartini, Julien Gaugaz:
L3S Research Center at TREC 2006 Enterprise Track. TREC 2006

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2021
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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]
2019
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Gianluca Demartini, Paul Thomas:
Proceedings of the 24th Australasian Document Computing Symposium, ADCS 2019, Sydney, Australia, December 5-6, 2019. ACM 2019, ISBN 978-1-4503-7766-9 [contents]
2018
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Lora Aroyo, Anca Dumitrache, Praveen K. Paritosh, Alexander J. Quinn, Chris Welty, Alessandro Checco, Gianluca Demartini, Ujwal Gadiraju, Cristina Sarasua:
Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management (SAD 2018 and CrowdBias 2018) co-located the 6th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2018), Zürich, Switzerland, July 5, 2018. CEUR Workshop Proceedings 2276, CEUR-WS.org 2018 [contents]
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Anna Lisa Gentile, Lora Aroyo, Gianluca Demartini, Chris Welty:
Proceedings of the 2nd International Workshop on Augmenting Intelligence with Humans-in-the-Loop co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, California, October 9th, 2018. CEUR Workshop Proceedings 2169, CEUR-WS.org 2018 [contents]

Reference Works

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2019
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Gianluca Demartini:
Semantic Interlinking. Encyclopedia of Big Data Technologies 2019

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2024
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Catherine Sai, Shazia Wasim 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)
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Hrishikesh Patel, Tianwa Chen, Ivano Bongiovanni, Gianluca Demartini:
Estimating Gender Completeness in Wikipedia. CoRR abs/2401.08993 (2024)
2023
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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)
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Aki Barry, Lei Han, Gianluca Demartini:
On the Impact of Data Quality on Image Classification Fairness. CoRR abs/2305.01595 (2023)
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Gianluca Demartini, Kevin Roitero, Stefano Mizzaro:
Data Bias Management. CoRR abs/2305.09686 (2023)
2022
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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
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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)
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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)
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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)
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Gianluca Demartini, Kevin Roitero, Stefano Mizzaro:
Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal. CoRR abs/2110.13504 (2021)
2020
[i7]
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Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini:
Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background. CoRR abs/2005.06915 (2020)
[i6]
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Edgar Meij, Tara Safavi, Chenyan Xiong, Gianluca Demartini, Miriam Redi, Fatma Özcan:
Proceedings of the KG-BIAS Workshop 2020 at AKBC 2020. CoRR abs/2007.11659 (2020)
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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? CoRR abs/2008.05701 (2020)
2019
[i4]
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Michael Luggen, Djellel Eddine Difallah, Cristina Sarasua, Gianluca Demartini, Philippe Cudré-Mauroux:
Non-Parametric Class Completeness Estimators for Collaborative Knowledge Graphs - The Case of Wikidata. CoRR abs/1909.01109 (2019)
2017
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Alessandro Checco, Gianluca Demartini, Alexander Löser, Ines Arous, Mourad Khayati, Matthias Dantone, Richard Koopmanschap, Svetlin Stalinlov, Martin L. Kersten, Ying Zhang:
FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe. CoRR abs/1710.09788 (2017)
2016
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Alessandro Checco, Gianluca Demartini:
Pairwise, Magnitude, or Stars: What's the Best Way for Crowds to Rate? CoRR abs/1609.00683 (2016)
[i1]
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Rehab K. Qarout, Alessandro Checco, Gianluca Demartini:
The Effect of Class Imbalance and Order on Crowdsourced Relevance Judgments. CoRR abs/1609.02171 (2016)

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