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ORCIDStefano Faralli 0001
Person information
- affiliation: University of Rome Unitelma Sapienza, Italy
- affiliation (former): University of Mannheim, Germany
Other persons with the same name
- Stefano Faralli 0002
![[0000-0002-5783-1767]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5783-1767")
— Scuola Superiore Sant'Anna, Pisa, Italy
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Journal Articles
- 2024
[j18]Domenico Amalfitano, Stefano Faralli, Jean Carlo Rossa Hauck, Santiago Matalonga, Damiano Distante:
Artificial Intelligence Applied to Software Testing: A Tertiary Study. ACM Comput. Surv. 56(3): 58:1-58:38 (2024)- 2023
- [j17]Stefano Faralli, Andrea Lenzi, Paola Velardi:
A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships. J. Artif. Intell. Res. 78: 37-68 (2023) - 2022
- [j16]Damiano Distante, Stefano Faralli, Steve Rittinghaus, Paolo Rosso, Nima Samsami:
DomainSenticNet: An Ontology and a Methodology Enabling Domain-Aware Sentic Computing. Cogn. Comput. 14(1): 62-77 (2022) - [j15]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. Inf. Process. Manag. 59(1): 102791 (2022) - 2021
- [j14]Bardh Prenkaj, Paola Velardi, Giovanni Stilo, Damiano Distante, Stefano Faralli:
A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses. ACM Comput. Surv. 53(3): 57:1-57:34 (2021) - [j13]Bardh Prenkaj, Damiano Distante, Stefano Faralli, Paola Velardi:
Hidden space deep sequential risk prediction on student trajectories. Future Gener. Comput. Syst. 125: 532-543 (2021) - [j12]Stefano Faralli, Steve Rittinghaus, Nima Samsami, Damiano Distante, Eugénio Rocha:
Emotional Intensity-based Success Prediction Model for Crowdfunded Campaigns. Inf. Process. Manag. 58(1): 102394 (2021) - 2020
- [j11]Fattane Zarrinkalam, Stefano Faralli, Guangyuan Piao, Ebrahim Bagheri:
Extracting, Mining and Predicting Users' Interests from Social Media. Found. Trends Inf. Retr. 14(5): 445-617 (2020) - [j10]Sérgio Nunes, Suzanne Little, Sumit Bhatia, Ludovico Boratto, Guillaume Cabanac, Ricardo Campos, Francisco M. Couto, Stefano Faralli, Ingo Frommholz, Adam Jatowt, Alípio Jorge, Mirko Marras, Philipp Mayr, Giovanni Stilo:
ECIR 2020 workshops: assessing the impact of going online. SIGIR Forum 54(1): 7:1-7:11 (2020) - [j9]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Report on the international workshop on algorithmic bias in search and recommendation (Bias 2020). SIGIR Forum 54(1): 9:1-9:5 (2020) - 2018
- [j8]Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi:
CrumbTrail: An efficient methodology to reduce multiple inheritance in knowledge graphs. Knowl. Based Syst. 151: 180-197 (2018) - [j7]Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto:
A framework for enriching lexical semantic resources with distributional semantics. Nat. Lang. Eng. 24(2): 265-312 (2018) - 2017
- [j6]Stefano Faralli, Giovanni Stilo, Paola Velardi:
Automatic acquisition of a taxonomy of microblogs users' interests. J. Web Semant. 45: 23-40 (2017) - 2016
- [j5]Federico Nanni, Laura Dietz, Stefano Faralli, Goran Glavas, Simone Paolo Ponzetto:
Capturing Interdisciplinarity in Academic Abstracts. D Lib Mag. 22(9/10) (2016) - 2015
- [j4]Stefano Faralli, Giovanni Stilo, Paola Velardi:
Recommendation of microblog users based on hierarchical interest profiles. Soc. Netw. Anal. Min. 5(1): 25:1-25:23 (2015) - 2013
- [j3]Paola Velardi, Stefano Faralli, Roberto Navigli:
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction. Comput. Linguistics 39(3): 665-707 (2013) - 2009
- [j2]Augusto Celentano, Stefano Faralli, Fabio Pittarello:
The Situation Lens: A Metaphor for Personal Task Management on Mobile Devices. J. Comput. Sci. Eng. 3(4): 238-259 (2009) - 2004
- [j1]Paolo Bottoni, Marina Cammilli, Stefano Faralli:
Generating Multimedia Content with Cellular Automata. IEEE Multim. 11(4): 78-83 (2004)
Conference and Workshop Papers
- 2023
- [c51]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). ECIR (3) 2023: 373-376 - 2022
- [c50]Erica Faggiani, Stefano Faralli, Paola Velardi:
Neural Word Sense Disambiguation to Prune a Large Knowledge Graph of the Italian Cultural Heritage. ADBIS (Short Papers) 2022: 593-604 - [c49]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). ECIR (2) 2022: 547-551 - [c48]Riccardo Orlando, Simone Conia, Stefano Faralli, Roberto Navigli:
Universal Semantic Annotator: the First Unified API for WSD, SRL and Semantic Parsing. LREC 2022: 2634-2641 - [c47]Stefano Faralli, Andrea Lenzi, Paola Velardi:
A Large Interlinked Knowledge Graph of the Italian Cultural Heritage. LREC 2022: 6280-6289 - 2021
- [c46]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Second International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2021). ECIR (2) 2021: 697-700 - [c45]Stefano Faralli, Andrea Lenzi, Paola Velardi:
AGDLI: ArCo, GVP and DBpedia Linking Initiative. ISWC (Posters/Demos/Industry) 2021 - 2020
- [c44]Bardh Prenkaj, Paola Velardi, Damiano Distante, Stefano Faralli:
A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction. CIKM 2020: 2169-2172 - [c43]Fattane Zarrinkalam, Guangyuan Piao, Stefano Faralli, Ebrahim Bagheri:
Mining User Interests from Social Media. CIKM 2020: 3519-3520 - [c42]Ludovico Boratto, Mirko Marras, Stefano Faralli, Giovanni Stilo:
International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020). ECIR (2) 2020: 637-640 - [c41]Damiano Distante, Massimo Villa, Nadia Sansone, Stefano Faralli:
MILA: A SCORM-Compliant Interactive Learning Analytics Tool for Moodle. ICALT 2020: 169-171 - [c40]Stefano Faralli, Paola Velardi, Farid Yusifli:
Multiple Knowledge GraphDB (MKGDB). LREC 2020: 2325-2331 - [c39]Georgeta Bordea, Stefano Faralli, Fleur Mougin, Paul Buitelaar, Gayo Diallo:
Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph. LREC 2020: 2341-2347 - 2019
- [c38]Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi:
WebIsAGraph: A Very Large Hypernymy Graph from a Web Corpus. CLiC-it 2019 - [c37]Damiano Distante, Stefano Faralli:
A Two-Phase Bug Localization Approach Based on Multi-layer Perceptrons and Distributional Features. ICCSA (1) 2019: 518-532 - 2018
- [c36]Ludovico Boratto, Stefano Faralli, Christian Morbidoni, Gabriella Pasi, Giovanni Stilo:
Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018). CIKM Workshops 2018 - [c35]Stefano Faralli, Irene Finocchi, Simone Paolo Ponzetto, Paola Velardi:
Efficient Pruning of Large Knowledge Graphs. IJCAI 2018: 4055-4063 - [c34]Stefano Faralli, Els Lefever, Simone Paolo Ponzetto:
MIsA: Multilingual "IsA" Extraction from Corpora. LREC 2018 - [c33]Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Enriching Frame Representations with Distributionally Induced Senses. LREC 2018 - [c32]Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. LREC 2018 - [c31]Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Improving Hypernymy Extraction with Distributional Semantic Classes. LREC 2018 - [c30]Giorgia Di Tommaso, Stefano Faralli, Paola Velardi:
A Large Multilingual and Multi-domain Dataset for Recommender Systems. LREC 2018 - [c29]Giorgia Di Tommaso, Stefano Faralli, Giovanni Stilo, Paola Velardi:
Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia. ISWC (2) 2018: 36-52 - 2017
- [c28]Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation. EACL (1) 2017: 86-98 - [c27]Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links. EACL (1) 2017: 590-600 - [c26]Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann:
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. EMNLP (System Demonstrations) 2017: 91-96 - [c25]Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim:
Large-scale taxonomy induction using entity and word embeddings. WI 2017: 81-87 - 2016
- [c24]Stefano Faralli, Simone Paolo Ponzetto:
DWS at the 2016 Open Knowledge Extraction Challenge: A Hearst-Like Pattern-Based Approach to Hypernym Extraction and Class Induction. SemWebEval@ESWC 2016: 48-60 - [c23]Camilo Thorne, Stefano Faralli, Heiner Stuckenschmidt:
Cross-Evaluation of Entity Linking and Disambiguation Systems for Clinical Text Annotation. SEMANTiCS 2016: 169-172 - [c22]Stefano Faralli, Giorgia Di Tommaso, Paola Velardi:
Semantic Enabled Recommender System for Micro-Blog Users. ICDM Workshops 2016: 992-998 - [c21]Julian Seitner, Christian Bizer, Kai Eckert, Stefano Faralli, Robert Meusel, Heiko Paulheim, Simone Paolo Ponzetto:
A Large DataBase of Hypernymy Relations Extracted from the Web. LREC 2016 - [c20]Alexander Panchenko, Stefano Faralli, Eugen Ruppert, Steffen Remus, Hubert Naets, Cédrick Fairon, Simone Paolo Ponzetto, Chris Biemann:
TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling. SemEval@NAACL-HLT 2016: 1320-1327 - [c19]Stefano Faralli, Christian Bizer, Kai Eckert, Robert Meusel, Simone Paolo Ponzetto:
A Web Application to Search a Large Repository of Taxonomic Relations from the Web. ISWC (Posters & Demos) 2016 - [c18]Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Linked Disambiguated Distributional Semantic Networks. ISWC (2) 2016: 56-64 - [c17]Jonas Bulegon Gassen, Stefano Faralli, Simone Paolo Ponzetto, Jan Mendling:
Who-Does-What: A Knowledge Base of People's Occupations and Job Activities. ISWC (Posters & Demos) 2016 - 2015
- [c16]Stefano Faralli, Giovanni Stilo, Paola Velardi:
A Semantic Recommender for Micro-blog Users. BigData Congress 2015: 55-62 - [c15]Stefano Faralli, Giovanni Stilo, Paola Velardi:
Large Scale Homophily Analysis in Twitter Using a Twixonomy. IJCAI 2015: 2334-2340 - [c14]Georgeta Bordea, Paul Buitelaar, Stefano Faralli, Roberto Navigli:
SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval). SemEval@NAACL-HLT 2015: 902-910 - 2013
- [c13]Stefano Faralli, Roberto Navigli:
A Java Framework for Multilingual Definition and Hypernym Extraction. ACL (Conference System Demonstrations) 2013: 103-108 - [c12]Flavio De Benedictis, Stefano Faralli, Roberto Navigli:
GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web. ACL (1) 2013: 528-538 - [c11]Stefano Faralli, Roberto Navigli:
Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models. EMNLP 2013: 170-181 - 2012
- [c10]Stefano Faralli, Roberto Navigli:
A New Minimally-Supervised Framework for Domain Word Sense Disambiguation. EMNLP-CoNLL 2012: 1411-1422 - [c9]Paola Velardi, Roberto Navigli, Stefano Faralli, Juana María Ruiz-Martínez:
A New Method for Evaluating Automatically Learned Terminological Taxonomies. LREC 2012: 1498-1504 - 2011
- [c8]Roberto Navigli, Stefano Faralli, Aitor Soroa, Oier Lopez de Lacalle, Eneko Agirre:
Two birds with one stone: learning semantic models for text categorization and word sense disambiguation. CIKM 2011: 2317-2320 - [c7]Roberto Navigli, Paola Velardi, Stefano Faralli:
A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch. IJCAI 2011: 1872-1877 - 2008
- [c6]Augusto Celentano, Stefano Faralli, Fabio Pittarello:
The Situation Lens: Looking into Personal Service Composition. ER Workshops 2008: 165-174 - 2007
- [c5]Paolo Bottoni, Riccardo Caporali, Daniele Capuano, Stefano Faralli, Anna Labella, Mario Pierro:
Use of a Dual-Core DSP in a Low-Cost, Touch-Screen Based Musical Instrument. NIME 2007: 394-395 - 2006
- [c4]Paolo Bottoni, Stefano Faralli, Anna Labella, Alessio Malizia, Claudio Scozzafava:
CHAMBRE: integrating multimedia and virtual tools. AVI 2006: 285-292 - [c3]Paolo Bottoni, Anna Labella, Stefano Faralli, Mario Pierro, Claudio Scozzafava:
Interactive composition, performance and music generation through iterative structures. ACM Multimedia 2006: 189-192 - [c2]Paolo Bottoni, Alessandro Cinnirella, Stefano Faralli, Patrick Maurelli, Emanuele Panizzi, Rosa Trinchese:
Multimedia Annotation of Geo-Referenced Information Sources. MRCS 2006: 675-682 - [c1]Paolo Bottoni, Stefano Faralli, Anna Labella, Mario Pierro:
Mapping with planning agents in the Max/MSP environment: the GO/Max language. NIME 2006: 322-325
Editorship
- 2023
- [e4]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - 4th International Workshop, BIAS 2023, Dublin, Ireland, April 2, 2023, Revised Selected Papers. Communications in Computer and Information Science 1840, Springer 2023, ISBN 978-3-031-37248-3 [contents] - 2022
- [e3]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers. Communications in Computer and Information Science 1610, Springer 2022, ISBN 978-3-031-09315-9 [contents] - 2021
- [e2]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - Second International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2021, Lucca, Italy, April 1, 2021, Proceedings. Communications in Computer and Information Science 1418, Springer 2021, ISBN 978-3-030-78817-9 [contents] - 2020
- [e1]Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Bias and Social Aspects in Search and Recommendation - First International Workshop, BIAS 2020, Lisbon, Portugal, April 14, 2020, Proceedings. Communications in Computer and Information Science 1245, Springer 2020, ISBN 978-3-030-52484-5 [contents]
Informal and Other Publications
- 2021
- [i7]Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim:
Large-scale Taxonomy Induction Using Entity and Word Embeddings. CoRR abs/2105.01305 (2021) - 2020
- [i6]Sérgio Nunes, Suzanne Little, Sumit Bhatia, Ludovico Boratto, Guillaume Cabanac, Ricardo Campos, Francisco M. Couto, Stefano Faralli, Ingo Frommholz, Adam Jatowt, Alípio Jorge, Mirko Marras, Philipp Mayr, Giovanni Stilo:
ECIR 2020 Workshops: Assessing the Impact of Going Online. CoRR abs/2005.06748 (2020) - 2018
- [i5]Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto:
Enriching Frame Representations with Distributionally Induced Senses. CoRR abs/1803.05829 (2018) - 2017
- [i4]Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann:
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation. CoRR abs/1707.06878 (2017) - [i3]Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. CoRR abs/1710.01779 (2017) - [i2]Alexander Panchenko, Dmitry Ustalov, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Improving Hypernymy Extraction with Distributional Semantic Classes. CoRR abs/1711.02918 (2017) - [i1]Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto:
A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. CoRR abs/1712.08819 (2017)
Coauthor Index
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