Stefano Faralli

According to our database1, Stefano Faralli authored at least 55 papers between 2004 and 2020.

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Bibliography

2020
Extracting, Mining and Predicting Users' Interests from Social Media.
Found. Trends Inf. Retr., 2020

A Survey of Machine Learning Approaches for Student Dropout Prediction in Online Courses.
ACM Comput. Surv., 2020

ECIR 2020 Workshops: Assessing the Impact of Going Online.
CoRR, 2020

Multiple Knowledge GraphDB (MKGDB).
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

MILA: A SCORM-Compliant Interactive Learning Analytics Tool for Moodle.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2020).
Proceedings of the Advances in Information Retrieval, 2020

Mining User Interests from Social Media.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

A Reproducibility Study of Deep and Surface Machine Learning Methods for Human-related Trajectory Prediction.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
A Two-Phase Bug Localization Approach Based on Multi-layer Perceptrons and Distributional Features.
Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

WebIsAGraph: A Very Large Hypernymy Graph from a Web Corpus.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

2018
A framework for enriching lexical semantic resources with distributional semantics.
Nat. Lang. Eng., 2018

CrumbTrail: An efficient methodology to reduce multiple inheritance in knowledge graphs.
Knowl. Based Syst., 2018

Wiki-MID: A Very Large Multi-domain Interests Dataset of Twitter Users with Mappings to Wikipedia.
Proceedings of the Semantic Web - ISWC 2018, 2018

A Large Multilingual and Multi-domain Dataset for Recommender Systems.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Improving Hypernymy Extraction with Distributional Semantic Classes.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Enriching Frame Representations with Distributionally Induced Senses.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

MIsA: Multilingual "IsA" Extraction from Corpora.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Efficient Pruning of Large Knowledge Graphs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Preface and Keynote's Talk of the Workshop on Social Interaction-based Recommendation (SIR 2018).
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

2017
Automatic acquisition of a taxonomy of microblogs users' interests.
J. Web Semant., 2017

Large-scale taxonomy induction using entity and word embeddings.
Proceedings of the International Conference on Web Intelligence, 2017

Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
Capturing Interdisciplinarity in Academic Abstracts.
D Lib Mag., 2016

Who-Does-What: A Knowledge Base of People's Occupations and Job Activities.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Linked Disambiguated Distributional Semantic Networks.
Proceedings of the Semantic Web - ISWC 2016, 2016

A Web Application to Search a Large Repository of Taxonomic Relations from the Web.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

A Large DataBase of Hypernymy Relations Extracted from the Web.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Semantic Enabled Recommender System for Micro-Blog Users.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Cross-Evaluation of Entity Linking and Disambiguation Systems for Clinical Text Annotation.
Proceedings of the 12th International Conference on Semantic Systems, 2016

DWS at the 2016 Open Knowledge Extraction Challenge: A Hearst-Like Pattern-Based Approach to Hypernym Extraction and Class Induction.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

2015
Recommendation of microblog users based on hierarchical interest profiles.
Soc. Netw. Anal. Min., 2015

SemEval-2015 Task 17: Taxonomy Extraction Evaluation (TExEval).
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Large Scale Homophily Analysis in Twitter Using a Twixonomy.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Semantic Recommender for Micro-blog Users.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2013
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction.
Comput. Linguistics, 2013

Growing Multi-Domain Glossaries from a Few Seeds using Probabilistic Topic Models.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

A Java Framework for Multilingual Definition and Hypernym Extraction.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
A New Method for Evaluating Automatically Learned Terminological Taxonomies.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

A New Minimally-Supervised Framework for Domain Word Sense Disambiguation.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011
A Graph-Based Algorithm for Inducing Lexical Taxonomies from Scratch.
Proceedings of the IJCAI 2011, 2011

Two birds with one stone: learning semantic models for text categorization and word sense disambiguation.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2009
The Situation Lens: A Metaphor for Personal Task Management on Mobile Devices.
J. Comput. Sci. Eng., 2009

2008
The Situation Lens: Looking into Personal Service Composition.
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

2007
Use of a Dual-Core DSP in a Low-Cost, Touch-Screen Based Musical Instrument.
Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007

2006
Mapping with planning agents in the Max/MSP environment: the GO/Max language.
Proceedings of the New Interfaces for Musical Expression, 2006

Multimedia Annotation of Geo-Referenced Information Sources.
Proceedings of the Multimedia Content Representation, 2006

Interactive composition, performance and music generation through iterative structures.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

CHAMBRE: integrating multimedia and virtual tools.
Proceedings of the working conference on Advanced visual interfaces, 2006

2004
Generating Multimedia Content with Cellular Automata.
IEEE Multim., 2004


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