Stefano Faralli

Pubblicazioni

Titolo Pubblicato in Anno
A Survey of Machine Learning approaches for Student Dropout Prediction in Online Courses ACM COMPUTING SURVEYS 2020
A reproducibility study of deep and surface machine learning methods for human-related trajectory prediction 29th ACM Conference on Information and Knowledge Management (CIKM) 2020
Multiple Knowledge GraphDB (MKGDB) LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings 2020
Evaluation dataset and methodology for extracting application-specific taxonomies from the wikipedia knowledge graph LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings 2020
Preface - 1st International Workshop on Algorithmic Bias in Search and Recommendation, BIAS 2020, held as part of the 42nd European Conference on Information Retrieval, ECIR 2020 Communications in Computer and Information Science 2020
International workshop on algorithmic bias in search and recommendation (bias 2020) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
MILA: A SCORM-compliant interactive learning analytics tool for moodle Proceedings - IEEE 20th International Conference on Advanced Learning Technologies, ICALT 2020 2020
Mining User Interests from Social Media International Conference on Information and Knowledge Management, Proceedings 2020
Extracting, mining and predicting users’ interests from social media FOUNDATIONS AND TRENDS IN INFORMATION RETRIEVAL 2020
WebIsAGraph: A very large hypernymy graph from a web corpus Proceedings of the Sixth Italian Conference on Computational Linguistics 2019
Preface and keynote’s talk of the Workshop on Social Interaction-based Recommendation (SIR 2018) CEUR Workshop Proceedings 2019
A Two-Phase Bug Localization Approach Based on Multi-layer Perceptrons and Distributional Features Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
Enriching frame representations with distributionally induced senses LREC 2018 - 11th International Conference on Language Resources and Evaluation 2019
MISA: Multilingual "ISA" extraction from corpora LREC 2018 - 11th International Conference on Language Resources and Evaluation 2019
Improving hypernymy extraction with distributional semantic classes LREC 2018 - 11th International Conference on Language Resources and Evaluation 2019
Building a web-scale dependency-parsed corpus from common crawl LREC 2018 - 11th International Conference on Language Resources and Evaluation 2019
CrumbTrail: an Efficient Methodology to Reduce Multiple Inheritance in Knowledge Graphs KNOWLEDGE-BASED SYSTEMS 2018
A large multilingual and multi-domain dataset for recommender systems LREC 2018, Eleventh International Conference on Language Resources and Evaluation 2018
Efficient pruning of large knowledge graphs Proceedings of 27th International Joint Conference on Artificial Intelligence 2018
Wiki-MID: a very large Multi-domain Interests Dataset of Twitter users with mappings to Wikipedia The Semantic Web – ISWC 2018. ISWC 2018 2018

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