2023

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HELENA: An intelligent digital assistant based on a Lifelong Health User Model
Marco Polignano | Pasquale Lops | Marco de Gemmis | Giovanni Semeraro
2023 Volume 60 Issue 1

2022

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A hybrid lexicon-based and neural approach for explainable polarity detection
Marco Polignano | Valerio Basile | Pierpaolo Basile | Giuliano Gabrieli | Marco Vassallo | Cristina Bosco
2022 Volume 59 Issue 5

2021

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MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services
Cataldo Musto | Fedelucio Narducci | Marco Polignano | Marco de Gemmis | Pasquale Lops | Giovanni Semeraro
2021 Volume 39 Issue 4

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Comparing Transformer-based NER approaches for analysing textual medical diagnoses
Marco Polignano | Marco de Gemmis | Giovanni Semeraro
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

2020

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A study of Machine Learning models for Clinical Coding of Medical Reports at CodiEsp 2020
Marco Polignano | Vincenzo Suriano | Pasquale Lops | Marco de Gemmis | Giovanni Semeraro
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020

2019

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Identification Of Bot Accounts In Twitter Using 2D CNNs On User-generated Contents
Marco Polignano | Marco Giuseppe de Pinto | Pasquale Lops | Giovanni Semeraro
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum, Lugano, Switzerland, September 9-12, 2019

2018

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An Emotion-driven Approach for Aspect-based Opinion Mining
Marco Polignano | Pierpaolo Basile | Marco de Gemmis | Giovanni Semeraro
Proceedings of the 9th Italian Information Retrieval Workshop, Rome, Italy, May, 28-30, 2018

2017

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Empathic Inclination from Digital Footprints
Marco Polignano | Pierpaolo Basile | Gaetano Rossiello | Marco de Gemmis | Giovanni Semeraro
Proceedings of the 8th Italian Information Retrieval Workshop, Lugano, Switzerland, June 05-07, 2017

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Recommending Doctors and Health Facilities in the HealthNet Social Network
Fedelucio Narducci | Cataldo Musto | Marco Polignano | Marco de Gemmis | Pasquale Lops | Giovanni Semeraro
Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval, SoMePeAS@ECIR 2017, Aberdeen, Scotland, UK, April 9, 2017

2015

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A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network
Fedelucio Narducci | Cataldo Musto | Marco Polignano | Marco de Gemmis | Pasquale Lops | Giovanni Semeraro
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

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A Framework for Emotion-aware Recommender Systems supporting Decision Making
Marco Polignano
Sixth BCS-IRSG Symposium on Future Directions in Information Access, FDIA 2015, 31 August - 4 September 2015, Thessaloniki, Greece