Marco Polignano

Intelligenza Artificiale, 2023

LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language.

[BibT_eX]

[DOI]

CoRR, 2023

Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

5th Workshop on Explainable User Models and Personalised Systems (ExUM).

[BibT_eX]

[DOI]

Proceedings of the Adjunct Proceedings of the 31st ACM Conference on User Modeling, 2023

Accountable Knowledge-aware Recommender Systems.

[BibT_eX]

[DOI]

Cataldo Musto

Linda Antonella Antonucci

Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, 2023

Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23).

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Human Understanding Capabilities of Symbiotic AI systems in FAIR (Future Artificial Intelligence Research).

[BibT_eX]

[DOI]

Pierluigi Amodio

Lucia Siciliani

Proceedings of the Italia Intelligenza Artificiale, 2023

On the Impact of Language Adaptation for Large Language Models: A Case Study for the Italian Language Using Only Open Resources.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

2022

A hybrid lexicon-based and neural approach for explainable polarity detection.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Special Issue on Information Retrieval, Recommender Systems and Adaptive Systems.

[BibT_eX]

[DOI]

Inf., 2022

Lexicon Enriched Hybrid Hate Speech Detection with Human-Centered Explanations.

[BibT_eX]

[DOI]

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Workshop on Explainable User Models and Personalised Systems (ExUM).

[BibT_eX]

[DOI]

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Semantics-aware Content Representations for Reproducible Recommender Systems (SCoRe).

[BibT_eX]

[DOI]

Cataldo Musto

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22).

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

Italian IT Initiatives against COVID-19 (Dataset).

[BibT_eX]

[DOI]

Dataset, December, 2021

MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

Semantically-Aware Retrieval of Oceanographic Phenomena Annotated on Satellite Images.

[BibT_eX]

[DOI]

Vasilis Kopsachilis

Lucia Siciliani

Polichronis Kolokoussis

Michail Vaitis

Konstantinos N. Topouzelis

Inf., 2021

Towards Emotion-aware Recommender Systems: an Affective Coherence Model based on Emotion-driven Behaviors.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Workshop on Explainable User Models and Personalized Systems (ExUM 2021).

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations.

[BibT_eX]

[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Comparing Transformer-based NER approaches for analysing textual medical diagnoses.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Myrror: a platform for holistic user modeling.

[BibT_eX]

[DOI]

User Model. User Adapt. Interact., 2020

HealthAssistantBot: A Personal Health Assistant for the Italian Language.

[BibT_eX]

[DOI]

IEEE Access, 2020

Workshop on Explainable User Models and Personalized Systems (ExUM 2020).

[BibT_eX]

[DOI]

Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, 2020

UMAP 2020 Workshop on Explainable User Models and Personalised Systems (ExUM) Chairs' Welcome & Organization.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Towards Queryable User Profiles: Introducing Conversational Agents in a Platform for Holistic User Modeling.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

A Comparison of Services for Intent and Entity Recognition for Conversational Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 7th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

Contextualized BERT Sentence Embeddings for Author Profiling: The Cost of Performances.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

DECiSION: Data-drivEn Customer Service InnovatiON.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

ATE_ABSITA @ EVALITA2020: Overview of the Aspect Term Extraction and Aspect-based Sentiment Analysis Task.

[BibT_eX]

[DOI]

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Emotions Understanding Model from Spoken Language using Deep Neural Networks and Mel-Frequency Cepstral Coefficients.

[BibT_eX]

[DOI]

Marco Giuseppe de Pinto

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

A Deep Learning Model for the Analysis of Medical Reports in ICD-10 Clinical Coding Task.

[BibT_eX]

[DOI]

Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

A study of Machine Learning models for Clinical Coding of Medical Reports at CodiEsp 2020.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Social Tags and Emotions as main Features for the Next Song To Play in Automatic Playlist Continuation.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

A Comparison of Word-Embeddings in Emotion Detection from Text using BiLSTM, CNN and Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 27th Conference on User Modeling, 2019

SWAP at SemEval-2019 Task 3: Emotion detection in conversations through Tweets, CNN and LSTM deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

AlBERTo: Italian BERT Language Understanding Model for NLP Challenging Tasks Based on Tweets.

[BibT_eX]

[DOI]

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

HateChecker: a Tool to Automatically Detect Hater Users in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Computational Linguistics Against Hate: Hate Speech Detection and Visualization on Social Media in the "Contro L'Odio" Project.

[BibT_eX]

[DOI]

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Identification Of Bot Accounts In Twitter Using 2D CNNs On User-generated Contents.

[BibT_eX]

[DOI]

Marco Giuseppe de Pinto

Proceedings of the Working Notes of CLEF 2019, 2019

Hate Speech Detection through AlBERTo Italian Language Understanding Model.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Natural Language for Artificial Intelligence co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AIIA 2019), 2019

2018

Recommender Systems, Basics of.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

An Affect-Aware Computational Model for supporting decision-making through Recommender Systems.

[BibT_eX]

[DOI]

PhD thesis, 2018

An Emotion-driven Approach for Aspect-based Opinion Mining.

[BibT_eX]

[DOI]

Proceedings of the 9th Italian Information Retrieval Workshop, 2018

HanSEL: Italian Hate Speech Detection Through Ensemble Learning and Deep Neural Networks.

[BibT_eX]

[DOI]

Pierpaolo Basile

Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA).

[BibT_eX]

[DOI]

Recommendations Biases and Beyond-Accuracy Objectives in Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Recommendations, 2018

2017

User's Social Media Profile as Predictor of Empathy.

[BibT_eX]

[DOI]

Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Learning Inclination to Empathy from Social Media Footprints.

[BibT_eX]

[DOI]

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Empathic Inclination from Digital Footprints.

[BibT_eX]

[DOI]

Proceedings of the 8th Italian Information Retrieval Workshop, 2017

Recommending Doctors and Health Facilities in the HealthNet Social Network.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval, 2017

Do You Feel Blue? Detection of Negative Feeling from Social Media.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

Affective Aspects as Uncertain Variables in Decisional Processes.

[BibT_eX]

[DOI]

Proceedings of the Doctoral Consortium of AI*IA 2016 co-located with the 15th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2016), 2016

2015

A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

A Framework for Emotion-aware Recommender Systems supporting Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Sixth BCS-IRSG Symposium on Future Directions in Information Access, 2015

The Infuence of User's Emotions in Recommender Systems for Decision Making Processes.

[BibT_eX]

[DOI]

Proceedings of the CHItaly 2015 Doctoral Consortium co-located with the 11th International Conference of the Italian SIGCHI Chapter (CHItaly 2015), 2015

Recommender Systems supporting Decision Making through Analysis of User Emotions and Personality.

[BibT_eX]

[DOI]

Proceedings of the Doctoral Consortium (DC) co-located with the 14th Conference of the Italian Association for Artificial Intelligence (AI*IA 2015), 2015

2014

A Comparison of Lexicon-based Approaches for Sentiment Analysis of Microblog Posts.

[BibT_eX]

[DOI]

Cataldo Musto