Andrea Iovine

Applied Scientist, Amazon

Joined

July 2022

Names

Andrea Iovine (Preferred)

Emails

****@uniba.it (Confirmed)

****@amazon.de (Confirmed)

Personal Links

Career & Education History

Applied Scientist

Amazon (amazon.com)

2022 – Present

PhD student

University of Bari (uniba.it)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Fedelucio Narducci

2018 – 2022

Expertise

Recommender Systems

Present

Natural Language Processing

Present

Conversational Agents

Present

Deep Learning

Present

Natural Language Understanding

Present

Publications

Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain
Cataldo Musto, Alessandro Francesco Maria Martina, Andrea Iovine, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
- J. Intell. Inf. Syst. 2024
- Readers: Everyone
Virtual Customer Assistants in finance: From state of the art and practices to design guidelines
Andrea Iovine, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Giovanni Semeraro
- Published: 01 Jan 2023, Last Modified: 28 Sept 2023
- Comput. Sci. Rev. 2023
- Readers: Everyone
Review Spam Detection using Multi-View Deep Learning Combining Content and Behavioral Features
Giuseppina Andresini, Andrea Iovine, Roberto Gasbarro, Marco Lomolino, Marco de Gemmis, Annalisa Appice
- itaDATA 2022
- Readers: Everyone
An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system
Andrea Iovine, Pasquale Lops, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
- J. Intell. Inf. Syst. 2022
- Readers: Everyone
CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting
Andrea Iovine, Anjie Fang, Besnik Fetahu, Jie Zhao, Oleg Rokhlenko, Shervin Malmasi
- 2022 (modified: 17 Apr 2023)
- EMNLP 2022
- Readers: Everyone
CycleNER: An Unsupervised Training Approach for Named Entity Recognition
Andrea Iovine, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
- 2022 (modified: 17 Apr 2023)
- WWW 2022
- Readers: Everyone
Narrative Recommendations based on Natural Language Preference Elicitation for a Virtual Assistant for the Movie Domain
Alessandro Francesco Maria Martina, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro
- Published: 01 Jan 2022, Last Modified: 28 Sept 2023
- DP@AI*IA 2022
- Readers: Everyone
A Virtual Assistant for the Movie Domain Exploiting Natural Language Preference Elicitation Strategies
Alessandro Francesco Maria Martina, Cataldo Musto, Andrea Iovine, Marco de Gemmis, Fedelucio Narducci, Giovanni Semeraro
- Published: 01 Jan 2022, Last Modified: 28 Sept 2023
- UMAP (Adjunct Publication) 2022
- Readers: Everyone
A General Aspect-Term-Extraction Model for Multi-Criteria Recommendations (Long paper)
Paolo Pastore, Andrea Iovine, Fedelucio Narducci, Giovanni Semeraro
- KaRS/ComplexRec@RecSys 2021
- Readers: Everyone
Improving preference elicitation in a conversational recommender system with active learning strategies
Andrea Iovine, Pasquale Lops, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro
- SAC 2021
- Readers: Everyone

View all 22 publications

Co-Authors

View all 26 co-authors