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- affiliation: University of Bari "Aldo Moro", Italy
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2020 – today
- 2024
[j46]Lucia Siciliani, Eleonora Ghizzota, Pierpaolo Basile, Pasquale Lops:
OIE4PA: open information extraction for the public administration. J. Intell. Inf. Syst. 62(1): 273-294 (2024)- [c171]Pasquale Lops
, Antonio Silletti, Marco Polignano, Cataldo Musto, Giovanni Semeraro:
Reproducibility of LLM-based Recommender Systems: the Case Study of P5 Paradigm. RecSys 2024: 116-125 - [c170]Alessandro Petruzzelli, Cataldo Musto, Lucrezia Laraspata, Ivan Rinaldi, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Instructing and Prompting Large Language Models for Explainable Cross-domain Recommendations. RecSys 2024: 298-308 - [c169]Gaetano Dibenedetto, Marco Polignano, Pasquale Lops, Giovanni Semeraro:
Human Pose Estimation for Explainable Corrective Feedbacks in Office Spaces. UMAP (Adjunct Publication) 2024 - [c168]Giuseppe Spillo, Francesco Bottalico, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Evaluating Content-based Pre-Training Strategies for a Knowledge-aware Recommender System based on Graph Neural Networks. UMAP 2024: 165-171 - [c167]Alessandro Petruzzelli, Alessandro Francesco Maria Martina, Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Improving Transformer-based Sequential Conversational Recommendations through Knowledge Graph Embeddings. UMAP 2024: 172-182 - [e20]Tommaso Di Noia, Pasquale Lops, Thorsten Joachims, Katrien Verbert, Pablo Castells, Zhenhua Dong, Ben London:
Proceedings of the 18th ACM Conference on Recommender Systems, RecSys 2024, Bari, Italy, October 14-18, 2024. ACM 2024, ISBN 979-8-4007-0505-2 [contents] - [d7]Gaetano Dibenedetto, Marco Polignano, Pasquale Lops, Giovanni Semeraro:
Human Pose Estimation for Explainable Corrective Feedbacks in Office Spaces. Zenodo, 2024
- 2023
- [j45]Marco Polignano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
HELENA: An intelligent digital assistant based on a Lifelong Health User Model. Inf. Process. Manag. 60(1): 103124 (2023) - [j44]Pasquale Lops, Marco Polignano, Cataldo Musto, Antonio Silletti, Giovanni Semeraro:
ClayRS: An end-to-end framework for reproducible knowledge-aware recommender systems. Inf. Syst. 119: 102273 (2023) - [j43]Lucia Siciliani, Vincenzo Taccardi, Pierpaolo Basile, Marco Di Ciano, Pasquale Lops:
AI-based decision support system for public procurement. Inf. Syst. 119: 102284 (2023) - [j42]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Report on the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) at ACM RecSys 2023. SIGIR Forum 57(2): 17:1-17:6 (2023) - [c166]Lucia Siciliani, Emanuele Tanzi, Pierpaolo Basile, Pasquale Lops:
Automatic Generation of Common Procurement Vocabulary Codes. CLiC-it 2023 - [c165]Pierpaolo Basile, Marco Di Ciano, Nicola Lopane, Pasquale Lops, Giuseppe Marziale, Monica Messa, Lucia Siciliani, Vincenzo Taccardi, Vincenzo Tamburrano:
Sistemi Basati sull'Intelligenza Artificiale per il Supporto alle Decisioni negli Appalti Pubblici (Artificial Intelligence Systems for Decision Support in Public Procurement). Ital-IA 2023: 267-271 - [c164]Pierluigi Amodio, Lucia Siciliani, Linda Antonella Antonucci, Cristiano Tamborrino, Pierpaolo Basile, Paolo Taurisano, Marco de Gemmis, Felice Iavernaro, Pasquale Lops, Francesca Mazzia, Cataldo Musto, Marco Polignano, Giovanni Semeraro:
Human Understanding Capabilities of Symbiotic AI systems in FAIR (Future Artificial Intelligence Research). Ital-IA 2023: 341-346 - [c163]Pasquale Lops, Elio Musacchio, Cataldo Musto, Marco Polignano, Antonio Silletti, Giovanni Semeraro:
Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures. RecSys 2023: 554-564 - [c162]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23). RecSys 2023: 1255-1258 - [c161]Giuseppe Spillo, Cataldo Musto, Marco Polignano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Combining Graph Neural Networks and Sentence Encoders for Knowledge-aware Recommendations. UMAP 2023: 1-12 - [c160]Pasquale Lops, Cataldo Musto, Marco Polignano:
Accountable Knowledge-aware Recommender Systems. UMAP 2023: 306-308 - [e19]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), Hybrid Event, Singapore, September 18, 2023. CEUR Workshop Proceedings 3534, CEUR-WS.org 2023 [contents] - [d6]Lucia Siciliani, Eleonora Ghizzota, Pierpaolo Basile, Pasquale Lops:
OIE4PA: Open Information Extraction for the Public Administration. Zenodo, 2023 - 2022
- [j41]Andrea Iovine, Pasquale Lops, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro:
An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system. J. Intell. Inf. Syst. 58(2): 337-362 (2022) - [j40]Lucia Siciliani, Pierpaolo Basile, Pasquale Lops, Giovanni Semeraro:
MQALD: Evaluating the impact of modifiers in question answering over knowledge graphs. Semantic Web 13(2): 215-231 (2022) - [c159]Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Exploiting Neuro-Symbolic Graph Embeddings based on First-Order Logical Rules for Knowledge-aware Recommendations. DP@AI*IA 2022: 1-11 - [c158]Pasquale Lops, Marco Di Ciano, Nicola Lopane, Lucia Siciliani, Vincenzo Taccardi, Eleonora Ghizzota, Giovanni Semeraro:
AI-based Decision Support Systems for the Management of E-rocurement Procedures. IIR 2022 - [c157]Erasmo Purificato, Cataldo Musto, Pasquale Lops, Ernesto William De Luca:
First Workshop on Adaptive and Personalized Explainable User Interfaces (APEx-UI 2022). IUI Companion 2022: 1-3 - [c156]Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Knowledge-aware Recommendations Based on Neuro-Symbolic Graph Embeddings and First-Order Logical Rules. RecSys 2022: 616-621 - [c155]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22). RecSys 2022: 667-670 - [c154]Pasquale Lops, Cataldo Musto, Marco Polignano:
Semantics-aware Content Representations for Reproducible Recommender Systems (SCoRe). UMAP 2022: 354-356 - [e18]Pasquale Lops, Pierpaolo Basile, Lucia Siciliani, Vincenzo Taccardi, Marco Di Ciano, Nicola Lopane:
Proceedings of 1st Workshop on AI for Public Administration co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), Udine, Italy, November 28 - December 2, 2022. CEUR Workshop Proceedings 3285, CEUR-WS.org 2022 [contents] - [e17]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 9th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Hybrid Event, Seattle, US, September 22, 2022. CEUR Workshop Proceedings 3222, CEUR-WS.org 2022 [contents] - [r4]Cataldo Musto, Marco de Gemmis, Pasquale Lops, Fedelucio Narducci, Giovanni Semeraro:
Semantics and Content-Based Recommendations. Recommender Systems Handbook 2022: 251-298 - 2021
- [j39]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Context-aware graph-based recommendations exploiting Personalized PageRank. Knowl. Based Syst. 216: 106806 (2021) - [j38]Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
MyrrorBot: A Digital Assistant Based on Holistic User Models for Personalized Access to Online Services. ACM Trans. Inf. Syst. 39(4): 46:1-46:34 (2021) - [j37]Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Generating post hoc review-based natural language justifications for recommender systems. User Model. User Adapt. Interact. 31(3): 629-673 (2021) - [c153]Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Fairness and Popularity Bias in Recommender Systems: an Empirical Evaluation. DP@AI*IA 2021: 77-91 - [c152]Lucia Siciliani, Pierluigi Cassotti, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Extracting Relations from Italian Wikipedia using Self-Training. CLiC-it 2021 - [c151]Pierluigi Cassotti, Lucia Siciliani, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops:
Extracting Relations from Italian Wikipedia using Unsupervised Information Extraction. IIR 2021 - [c150]Marco Polignano, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Together is Better: Hybrid Recommendations Combining Graph Embeddings and Contextualized Word Representations. RecSys 2021: 187-198 - [c149]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Elisabeth Lex, Pasquale Lops, Giovanni Semeraro, Martijn C. Willemsen:
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'21). RecSys 2021: 783-786 - [c148]Andrea Iovine, Pasquale Lops, Fedelucio Narducci, Marco de Gemmis, Giovanni Semeraro:
Improving preference elicitation in a conversational recommender system with active learning strategies. SAC 2021: 1375-1382 - [e16]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Elisabeth Lex, Pasquale Lops, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 8th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), Online Event, September 25 and September 29, 2021. CEUR Workshop Proceedings 2948, CEUR-WS.org 2021 [contents] - [d5]Pierpaolo Basile, Lucia Siciliani, Pierluigi Cassotti, Marco de Gemmis, Pasquale Lops:
Relations from Italian Wikipedia using Unsupervised Information Extraction. Zenodo, 2021 - [d4]Lucia Siciliani, Pierpaolo Basile, Pasquale Lops, Giovanni Semeraro:
MQALD. Version 4.0. Zenodo, 2021 [all versions] - 2020
- [j36]Fedelucio Narducci, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
An investigation on the user interaction modes of conversational recommender systems for the music domain. User Model. User Adapt. Interact. 30(2): 251-284 (2020) - [j35]Cataldo Musto, Marco Polignano, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Myrror: a platform for holistic user modeling. User Model. User Adapt. Interact. 30(3): 477-511 (2020) - [c147]Berardina Nadja De Carolis, Pasquale Lops, Cataldo Musto, Giovanni Semeraro:
Towards a Social Robot as Interface for Tourism Recommendations. cAESAR 2020: 28-33 - [c146]Marco Polignano, Vincenzo Suriano, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
A study of Machine Learning models for Clinical Coding of Medical Reports at CodiEsp 2020. CLEF (Working Notes) 2020 - [c145]Marco Polignano, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Deep Learning Model for the Analysis of Medical Reports in ICD-10 Clinical Coding Task. CLiC-it 2020 - [c144]Giuseppe Spillo, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems. CLiC-it 2020 - [c143]Marco Giuseppe de Pinto, Marco Polignano, Pasquale Lops, Giovanni Semeraro:
Emotions Understanding Model from Spoken Language using Deep Neural Networks and Mel-Frequency Cepstral Coefficients. EAIS 2020: 1-5 - [c142]Cataldo Musto, Giuseppe Spillo, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Exploiting Distributional Semantics Models for Natural Language Context-aware Justifications for Recommender Systems. IntRS@RecSys 2020: 65-71 - [c141]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen:
Interfaces and Human Decision Making for Recommender Systems. RecSys 2020: 613-618 - [c140]Cataldo Musto, Fedelucio Narducci, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Towards Queryable User Profiles: Introducing Conversational Agents in a Platform for Holistic User Modeling. UMAP (Adjunct Publication) 2020: 213-218 - [e15]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen:
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), Online Event, September 26, 2020. CEUR Workshop Proceedings 2682, CEUR-WS.org 2020 [contents] - [d3]Lucia Siciliani, Pierpaolo Basile, Pasquale Lops, Giovanni Semeraro:
MQALD. Version 1.0. Zenodo, 2020 [all versions] - [d2]Lucia Siciliani, Pierpaolo Basile, Pasquale Lops, Giovanni Semeraro:
MQALD. Version 2.0. Zenodo, 2020 [all versions] - [d1]Lucia Siciliani, Pierpaolo Basile, Pasquale Lops, Giovanni Semeraro:
MQALD. Version 3.0. Zenodo, 2020 [all versions]
2010 – 2019
- 2019
- [b2]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
Semantics in Adaptive and Personalised Systems - Methods, Tools and Applications. Springer 2019, ISBN 978-3-030-05617-9, pp. 1-186 - [j34]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Linked open data-based explanations for transparent recommender systems. Int. J. Hum. Comput. Stud. 121: 93-107 (2019) - [j33]Pasquale Lops, Dietmar Jannach, Cataldo Musto, Toine Bogers, Marijn Koolen:
Trends in content-based recommendation - Preface to the special issue on Recommender systems based on rich item descriptions. User Model. User Adapt. Interact. 29(2): 239-249 (2019) - [c139]Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Natural Language Justifications for Recommender Systems Exploiting Text Summarization and Sentiment Analysis. DDC@AI*IA 2019: 63-73 - [c138]Lucia Siciliani, Dennis Diefenbach, Pierre Maret, Pierpaolo Basile, Pasquale Lops:
Handling Modifiers in Question Answering over Knowledge Graphs. AI*IA 2019: 210-222 - [c137]Marco Polignano, Marco Giuseppe de Pinto, Pasquale Lops, Giovanni Semeraro:
Identification Of Bot Accounts In Twitter Using 2D CNNs On User-generated Contents. CLEF (Working Notes) 2019 - [c136]Pierpaolo Basile, Lucia Siciliani, Gaetano Rossiello, Pasquale Lops:
Distributional Representation of Words for Small Corpora using Pre-training Techniques. IIR 2019: 25-29 - [c135]Cataldo Musto, Gaetano Rossiello, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Combining text summarization and aspect-based sentiment analysis of users' reviews to justify recommendations. RecSys 2019: 383-387 - [c134]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen:
RecSys '19 joint workshop on interfaces and human decision making for recommender systems. RecSys 2019: 560-561 - [c133]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Justifying Recommendations through Aspect-based Sentiment Analysis of Users Reviews. UMAP 2019: 4-12 - [c132]Cataldo Musto, Amon Rapp, Federica Cena, Frank Hopfgartner, Judy Kay, Aonghus Lawlor, Pasquale Lops, Giovanni Semeraro, Nava Tintarev:
UMAP 2019 Workshop on Explainable and Holistic User Modeling (ExHUM) Chairs' Welcome & Organization. UMAP (Adjunct Publication) 2019: 225-227 - [e14]Vito Walter Anelli, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Markus Zanker, Pierpaolo Basile, Derek G. Bridge, Fedelucio Narducci:
Proceedings of the Workshop on Knowledge-aware and Conversational Recommender Systems 2018 co-located with 12th ACM Conference on Recommender Systems, KaRS@RecSys 2018, Vancouver, Canada, October 7, 2018. CEUR Workshop Proceedings 2290, CEUR-WS.org 2019 [contents] - [e13]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 13th ACM Conference on Recommender Systems(RecSys 2019), Copenhagen, Denmark, September 19, 2019. CEUR Workshop Proceedings 2450, CEUR-WS.org 2019 [contents] - 2018
- [j32]Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
TV-Program Retrieval and Classification: A Comparison of Approaches based on Machine Learning. Inf. Syst. Frontiers 20(6): 1157-1171 (2018) - [c131]Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Improving the User Experience with a Conversational Recommender System. AI*IA 2018: 528-538 - [c130]Fedelucio Narducci, Pierpaolo Basile, Andrea Iovine, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Framework for Building Chat-based Recommender Systems. CIKM Workshops 2018 - [c129]Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Pasquale Lops, Joseph Trotta:
Moving from Item Rating to Features Relevance in Top-N Recommendation. IIR 2018 - [c128]Fedelucio Narducci, Pierpaolo Basile, Andrea Iovine, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Domain-independent Framework for building Conversational Recommender Systems. KaRS@RecSys 2018: 29-34 - [c127]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen:
Recsys'18 joint workshop on interfaces and human decision making for recommender systems. RecSys 2018: 519-520 - [c126]Vito Walter Anelli, Pierpaolo Basile, Derek G. Bridge, Tommaso Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Markus Zanker:
Knowledge-aware and conversational recommender systems. RecSys 2018: 521-522 - [c125]Cataldo Musto, Giovanni Semeraro, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops:
A Framework for Holistic User Modeling Merging Heterogeneous Digital Footprints. UMAP (Adjunct Publication) 2018: 97-101 - [c124]Federica Cena, Amon Rapp, Cataldo Musto, Pasquale Lops:
Towards a Conceptual Model for Holistic Recommendations. UMAP (Adjunct Publication) 2018: 207-210 - [c123]Cataldo Musto, Giovanni Semeraro, Cosimo Lovascio, Marco de Gemmis, Pasquale Lops:
Myrror: a Platform for Quantified Self and Holistic User Modeling. UMAP (Adjunct Publication) 2018: 215-216 - [c122]Cataldo Musto, Tiziano Franza, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Deep Content-based Recommender Systems Exploiting Recurrent Neural Networks and Linked Open Data. UMAP (Adjunct Publication) 2018: 239-244 - [c121]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Semantics-aware Recommender Systems Exploiting Linked Open Data and Graph-based Features. WWW (Companion Volume) 2018: 457-460 - [p8]Pasquale Lops, Fedelucio Narducci, Cataldo Musto, Marco de Gemmis, Marco Polignano, Giovanni Semeraro:
Recommendations Biases and Beyond-Accuracy Objectives in Collaborative Filtering. Collaborative Recommendations 2018: 329-368 - [e12]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, IntRS 2018, co-located with ACM Conference on Recommender Systems (RecSys 2018), Vancouver, Canada, October 7, 2018. CEUR Workshop Proceedings 2225, CEUR-WS.org 2018 [contents] - [r3]Marco de Gemmis, Pasquale Lops, Marco Polignano:
Recommender Systems, Basics of. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2017
- [j31]Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Introducing linked open data in graph-based recommender systems. Inf. Process. Manag. 53(2): 405-435 (2017) - [j30]Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro:
Power to the patients: The HealthNetsocial network. Inf. Syst. 71: 111-122 (2017) - [j29]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Semantics-aware Recommender Systems exploiting Linked Open Data and graph-based features. Knowl. Based Syst. 136: 1-14 (2017) - [j28]Berardina De Carolis, Marco de Gemmis, Pasquale Lops, Giuseppe Palestra:
Recognizing users feedback from non-verbal communicative acts in conversational recommender systems. Pattern Recognit. Lett. 99: 87-95 (2017) - [j27]Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Report on RecSys 2016Workshop on New Trends in Content-Based Recommender Systems. SIGIR Forum 51(1): 45-51 (2017) - [c120]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Feeding a Hybrid Recommendation Framework with Linked Open Data and Graph-Based Features. AI*IA 2017: 229-242 - [c119]Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Recommending Doctors and Health Facilities in the HealthNet Social Network. SoMePeAS@ECIR 2017: 1-7 - [c118]Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Temporal Semantic Analysis of Conference Proceedings. ECIR 2017: 762-765 - [c117]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Tuning Personalized PageRank for Semantics-Aware Recommendations Based on Linked Open Data. ESWC (1) 2017: 169-183 - [c116]Vito Walter Anelli, Tommaso Di Noia, Pasquale Lops, Eugenio Di Sciascio:
Feature Factorization for Top-N Recommendation: From Item Rating to Features Relevance. RecSysKTL 2017: 16-21 - [c115]Cataldo Musto, Marco de Gemmis, Giovanni Semeraro, Pasquale Lops:
A Multi-criteria Recommender System Exploiting Aspect-based Sentiment Analysis of Users' Reviews. RecSys 2017: 321-325 - [c114]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Nava Tintarev, Martijn C. Willemsen:
RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. RecSys 2017: 384-385 - [c113]Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Recommender Systems in the Internet of Talking Things (IoTT). RecSys Posters 2017 - [c112]Alessandro Suglia, Claudio Greco, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Deep Architecture for Content-based Recommendations Exploiting Recurrent Neural Networks. UMAP 2017: 202-211 - [c111]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
A Hybrid Recommendation Framework Exploiting Linked Open Data and Graph-based Features. UMAP 2017: 375-376 - [p7]Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Emotion Detection Techniques for the Evaluation of Serendipitous Recommendations. Emotions and Personality in Personalized Services 2017: 357-376 - [e11]Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Nava Tintarev, Martijn C. Willemsen:
Proceedings of the 4th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2017), Como, Italy, August 27, 2017. CEUR Workshop Proceedings 1884, CEUR-WS.org 2017 [contents] - 2016
- [j26]Fedelucio Narducci, Pierpaolo Basile, Cataldo Musto, Pasquale Lops, Annalina Caputo, Marco de Gemmis, Leo Iaquinta, Giovanni Semeraro:
Concept-based item representations for a cross-lingual content-based recommendation process. Inf. Sci. 374: 15-31 (2016) - [j25]Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Solving a Complex Language Game by Using Knowledge-Based Word Associations Discovery. IEEE Trans. Comput. Intell. AI Games 8(1): 13-26 (2016) - [j24]Piero Molino, Luca Maria Aiello, Pasquale Lops:
Social Question Answering: Textual, User, and Network Features for Best Answer Prediction. ACM Trans. Inf. Syst. 35(1): 4:1-4:40 (2016) - [c110]Annalina Caputo, Marco de Gemmis, Pasquale Lops, Francesco Lovecchio, Vito Manzari:
Overview of the EVALITA 2016 Question Answering for Frequently Asked Questions (QA4FAQ) Task. CLiC-it/EVALITA 2016 - [c109]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Learning Word Embeddings from Wikipedia for Content-Based Recommender Systems. ECIR 2016: 729-734 - [c108]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
ExpLOD: A Framework for Explaining Recommendations based on the Linked Open Data Cloud. RecSys 2016: 151-154 - [c107]Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
T-RecS: A Framework for a Temporal Semantic Analysis of the ACM Recommender Systems Conference. RecSys 2016: 405-406 - [c106]Peter Brusilovsky, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Nava Tintarev, Martijn C. Willemsen:
RecSys'16 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. RecSys 2016: 413-414 - [c105]Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Third Workshop on New Trends in Content-based Recommender Systems (CBRecSys 2016). RecSys 2016: 419-420 - [c104]Cataldo Musto, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
Semantics-aware Graph-based Recommender Systems Exploiting Linked Open Data. UMAP 2016: 229-237 - [c103]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Modeling Community Behavior through Semantic Analysis of Social Data: The Italian Hate Map Experience. UMAP 2016: 307-308 - [e10]Toine Bogers, Marijn Koolen, Cataldo Musto, Pasquale Lops, Giovanni Semeraro:
Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), Boston, MA, USA, September 16, 2016. CEUR Workshop Proceedings 1673, CEUR-WS.org 2016 [contents] - [e9]Peter Brusilovsky, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Nava Tintarev, Martijn C. Willemsen:
Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), Boston, MA, USA, September 16, 2016. CEUR Workshop Proceedings 1679, CEUR-WS.org 2016 [contents] - 2015
- [j23]Piero Molino, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Pierpaolo Basile:
Playing with knowledge: A virtual player for "Who Wants to Be a Millionaire?" that leverages question answering techniques. Artif. Intell. 222: 157-181 (2015) - [j22]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas:
Personalized finance advisory through case-based recommender systems and diversification strategies. Decis. Support Syst. 77: 100-111 (2015) - [j21]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
A framework for Personalized Wealth Management exploiting Case-Based Recommender Systems. Intelligenza Artificiale 9(1): 89-103 (2015) - [j20]Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Cataldo Musto:
An investigation on the serendipity problem in recommender systems. Inf. Process. Manag. 51(5): 695-717 (2015) - [j19]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
CrowdPulse: A framework for real-time semantic analysis of social streams. Inf. Syst. 54: 127-146 (2015) - [c102]Paolo Tomeo, Tommaso Di Noia, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Eugenio Di Sciascio:
Exploiting Regression Trees as User Models for Intent-Aware Multi-attribute Diversity. CBRecSys@RecSys 2015: 2-9 - [c101]Fedelucio Narducci, Marco de Gemmis, Pasquale Lops:
A General Architecture for an Emotion-aware Content-based Recommender System. EMPIRE@RecSys 2015: 3-6 - [c100]Cataldo Musto, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Simone Rutigliano:
Automatic Selection of Linked Open Data Features in Graph-based Recommender Systems. CBRecSys@RecSys 2015: 10-13 - [c99]Berardina De Carolis, Marco de Gemmis, Pasquale Lops:
A Multimodal Framework for Recognizing Emotional Feedback in Conversational Recommender Systems. EMPIRE@RecSys 2015: 11-18 - [c98]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Word Embedding Techniques for Content-based Recommender Systems: An Empirical Evaluation. RecSys Posters 2015 - [c97]John O'Donovan, Nava Tintarev, Alexander Felfernig, Peter Brusilovsky, Giovanni Semeraro, Pasquale Lops:
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (#IntRS). RecSys 2015: 347-348 - [c96]Pierpaolo Basile, Annalina Caputo, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Modeling Short-Term Preferences in Time-Aware Recommender Systems. UMAP Workshops 2015 - [c95]Fedelucio Narducci, Cataldo Musto, Marco Polignano, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Recommender System for Connecting Patients to the Right Doctors in the HealthNet Social Network. WWW (Companion Volume) 2015: 81-82 - [c94]Cataldo Musto, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Developing Smart Cities Services through Semantic Analysis of Social Streams. WWW (Companion Volume) 2015: 1401-1406 - [e8]John O'Donovan, Alexander Felfernig, Nava Tintarev, Peter Brusilovsky, Giovanni Semeraro, Pasquale Lops:
Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, IntRS 2015, co-located with ACM Conference on Recommender Systems (RecSys 2015), Vienna, Austria, September 19, 2015. CEUR Workshop Proceedings 1438, CEUR-WS.org 2015 [contents] - [r2]Marco de Gemmis, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
Semantics-Aware Content-Based Recommender Systems. Recommender Systems Handbook 2015: 119-159 - [r1]Anthony Jameson, Martijn C. Willemsen, Alexander Felfernig, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Li Chen:
Human Decision Making and Recommender Systems. Recommender Systems Handbook 2015: 611-648 - 2014
- [c93]Annalina Caputo, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Gaetano Rossiello:
SABRE: A Sentiment Aspect-Based Retrieval Engine. DART@AI*IA (Revised and Invited Papers) 2014: 63-78 - [c92]Pierpaolo Basile, Cataldo Musto, Marco de Gemmis, Pasquale Lops, Fedelucio Narducci, Giovanni Semeraro:
Content-Based Recommender Systems + DBpedia Knowledge = Semantics-Aware Recommender Systems. SemWebEval@ESWC 2014: 163-169 - [c91]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Fedelucio Narducci, Luciana Bordoni, Mauro Annunziato, Claudia Meloni, Franco F. Orsucci, Giulia Paoloni:
Developing a Semantic Content Analyzer for L'Aquila Social Urban Network. IIR 2014: 34-38 - [c90]Pasquale Lops:
Semantics-aware Content-based Recommender Systems. CBRecSys@RecSys 2014: 1 - [c89]Cataldo Musto, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Linked Open Data-enabled Strategies for Top-N Recommendations. CBRecSys@RecSys 2014: 49-56 - [c88]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Georgios Lekkas:
Financial Product Recommendation through Case-based Reasoning and Diversification Techniques. RecSys Posters 2014 - [c87]Nava Tintarev, John O'Donovan, Peter Brusilovsky, Alexander Felfernig, Giovanni Semeraro, Pasquale Lops:
RecSys'14 joint workshop on interfaces and human decision making for recommender systems. RecSys 2014: 383-384 - [c86]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Combining Distributional Semantics and Entity Linking for Context-Aware Content-Based Recommendation. UMAP 2014: 381-392 - 2013
- [j18]Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro:
Italian Machine Learning and Data Mining research: The last years. Intelligenza Artificiale 7(2): 77-89 (2013) - [j17]Luciana Bordoni, Liliana Ardissono, Juan A. Barceló, Antonio Chella, Marco de Gemmis, Cristina Gena, Leo Iaquinta, Pasquale Lops, Francesco Mele, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Antonio Sorgente:
The contribution of AI to enhance understanding of Cultural Heritage. Intelligenza Artificiale 7(2): 101-112 (2013) - [j16]Giovanni Semeraro, Pierpaolo Basile, Roberto Basili, Marco de Gemmis, Chiara Ghidini, Maurizio Lenzerini, Pasquale Lops, Alessandro Moschitti, Cataldo Musto, Fedelucio Narducci, Arianna Pipitone, Roberto Pirrone, Piero Poccianti, Luciano Serafini:
Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. Intelligenza Artificiale 7(2): 125-137 (2013) - [j15]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Cataldo Musto, Fedelucio Narducci:
Content-based and collaborative techniques for tag recommendation: an empirical evaluation. J. Intell. Inf. Syst. 40(1): 41-61 (2013) - [j14]Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro:
Human Decision Making and Recommender Systems. ACM Trans. Interact. Intell. Syst. 3(3): 17:1-17:7 (2013) - [j13]Federica Cena, Antonina Dattolo, Pasquale Lops, Julita Vassileva:
Perspectives in semantic adaptive social web. ACM Trans. Intell. Syst. Technol. 4(4): 59:1-59:8 (2013) - [c85]Piero Molino, Pierpaolo Basile, Ciro Santoro, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
A Virtual Player for "Who Wants to Be a Millionaire?" based on Question Answering. AI*IA 2013: 205-216 - [c84]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Contextual eVSM: A Content-Based Context-Aware Recommendation Framework Based on Distributional Semantics. EC-Web 2013: 125-136 - [c83]Fedelucio Narducci, Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Exploiting Big Data for Enhanced Representations in Content-Based Recommender Systems. EC-Web 2013: 182-193 - [c82]Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Myusic: a Content-based Music Recommender System based on eVSM and Social Media. IIR 2013: 65-72 - [c81]Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Distributional Models vs. Linked Data: Exploiting Crowdsourcing to Personalize Music Playlists. IIR 2013: 84-87 - [c80]Piero Molino, Pierpaolo Basile, Annalina Caputo, Pasquale Lops, Giovanni Semeraro:
Distributional Semantics for Answer Re-ranking in Question Answering. IIR 2013: 100-103 - [c79]Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen:
Workshop on human decision making in recommender systems: decisions@RecSys'13. RecSys 2013: 479-480 - [c78]Marco de Gemmis, Tommaso Di Noia, Ora Lassila, Pasquale Lops, Thomas Lukasiewicz, Giovanni Semeraro:
Workshop on recommender systems meet big data & semantic technologies: SeRSy 2013. RecSys 2013: 483-484 - [c77]Fedelucio Narducci, Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Leveraging Encyclopedic Knowledge for Transparent and Serendipitous User Profiles. UMAP 2013: 350-352 - [e7]Christian Huemer, Pasquale Lops:
E-Commerce and Web Technologies - 14th International Conference, EC-Web 2013, Prague, Czech Republic, August 27-28, 2013. Proceedings. Lecture Notes in Business Information Processing 152, Springer 2013, ISBN 978-3-642-39877-3 [contents] - [e6]Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), Hong Kong, China, October 12, 2013. CEUR Workshop Proceedings 1050, CEUR-WS.org 2013 [contents] - [e5]Shlomo Berkovsky, Eelco Herder, Pasquale Lops, Olga C. Santos:
Late-Breaking Results, Project Papers and Workshop Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization., Rome, Italy, June 10-14, 2013. CEUR Workshop Proceedings 997, CEUR-WS.org 2013 [contents] - 2012
- [j12]Giovanni Semeraro, Marco de Gemmis, Pasquale Lops, Pierpaolo Basile:
An Artificial Player for a Language Game. IEEE Intell. Syst. 27(5): 36-43 (2012) - [j11]Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Cataldo Musto, Fedelucio Narducci:
A folksonomy-based recommender system for personalized access to digital artworks. ACM Journal on Computing and Cultural Heritage 5(3): 11:1-11:22 (2012) - [c76]Piero Molino, Pasquale Lops:
Semantic Models for Question Answering. DC@AI*IA 2012: 28-32 - [c75]Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Pierpaolo Basile:
OTTHO: An Artificial Player for a Complex Language Game. PAI 2012: 47-53 - [c74]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis, Fedelucio Narducci:
Leveraging Social Media Sources to Generate Personalized Music Playlists. EC-Web 2012: 112-123 - [c73]Cataldo Musto, Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Comparing Word Sense Disambiguation and Distributional Models for Cross-Language Information Filtering. IIR 2012: 117-120 - [c72]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout:
TV-Show Retrieval and Classification. IIR 2012: 179-182 - [c71]Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen:
RecSys'12 workshop on human decision making in recommender systems. RecSys 2012: 347-348 - [c70]Piero Molino, Pierpaolo Basile, Annalina Caputo, Pasquale Lops, Giovanni Semeraro:
Exploiting Distributional Semantic Models in Question Answering. ICSC 2012: 146-153 - [c69]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Giovanni Semeraro, Marco de Gemmis, Mauro Barbieri, Jan H. M. Korst, Verus Pronk, Ramon Clout:
Enhanced Semantic TV-Show Representation for Personalized Electronic Program Guides. UMAP 2012: 188-199 - [e4]Christian Huemer, Pasquale Lops:
E-Commerce and Web Technologies - 13th International Conference, EC-Web 2012, Vienna, Austria, September 4-5, 2012. Proceedings. Lecture Notes in Business Information Processing 123, Springer 2012, ISBN 978-3-642-32272-3 [contents] - [e3]Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen:
Proceedings of the 2nd Workshop on Human Decision Making in Recommender Systems, Dublin, Ireland, September 9, 2012. CEUR Workshop Proceedings 893, CEUR-WS.org 2012 [contents] - [e2]Marco de Gemmis, Tommaso Di Noia, Pasquale Lops, Thomas Lukasiewicz, Giovanni Semeraro:
Proceedings of the International Workshop on Semantic Technologies meet Recommender Systems & Big Data, Boston, USA, November 11, 2012. CEUR Workshop Proceedings 919, CEUR-WS.org 2012 [contents] - 2011
- [c68]Leo Iaquinta, Giovanni Semeraro, Pasquale Lops:
Cold Start Problem: A Lightweight Approach. DART@AI*IA (Revised and Invited Papers) 2011: 15-32 - [c67]Cataldo Musto, Fedelucio Narducci, Pierpaolo Basile, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Cross-Language Information Filtering: Word Sense Disambiguation vs. Distributional Models. AI*IA 2011: 250-261 - [c66]Cataldo Musto, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Random Indexing and Negative User Preferences for Enhancing Content-Based Recommender Systems. EC-Web 2011: 270-281 - [c65]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro:
Learning semantic content-based profiles for cross-language recommendations. PMHR@HT 2011: 26-33 - [c64]Cataldo Musto, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Random Indexing for Content-Based Recommender Systems. IIR 2011 - [c63]Fedelucio Narducci, Giovanni Semeraro, Pasquale Lops, Marco de Gemmis:
Explicit Semantic Analysis for Enriching Content-Based User Profiles. IIR 2011 - [c62]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Fedelucio Narducci, Cataldo Musto:
Leveraging the linkedin social network data for extracting content-based user profiles. RecSys 2011: 293-296 - [c61]Francesco Ricci, Giovanni Semeraro, Marco de Gemmis, Pasquale Lops:
Decision Making and Recommendation Acceptance Issues in Recommender Systems. UMAP Workshops 2011: 86-91 - [c60]Federica Cena, Antonina Dattolo, Ernesto William De Luca, Pasquale Lops, Till Plumbaum, Julita Vassileva:
Semantic Adaptive Social Web. UMAP Workshops 2011: 176-180 - [p6]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Content-based Recommender Systems: State of the Art and Trends. Recommender Systems Handbook 2011: 73-105 - [p5]Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Piero Molino:
Motivating Serendipitous Encounters in Museum Recommendations. Advances in Distributed Agent-Based Retrieval Tools 2011: 159-167 - [e1]Marco de Gemmis, Ernesto William De Luca, Tommaso Di Noia, Aldo Gangemi, Michael Hausenblas, Pasquale Lops, Thomas Lukasiewicz, Till Plumbaum, Giovanni Semeraro:
Proceedings of the second Workshop on Semantic Personalized Information Management: Retrieval and Recommendation 2011, Bonn, Germany, October 24, 2011. CEUR Workshop Proceedings 781, CEUR-WS.org 2011 [contents] - 2010
- [j10]Pierpaolo Basile, Marco de Gemmis, Anna Lisa Gentile, Leo Iaquinta, Pasquale Lops, Giovanni Semeraro:
Semantic Indexing And Filtering For Intelligent Personalized Digital Libraries. Intelligenza Artificiale 4(1): 45-49 (2010) - [c59]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro:
Cross-Language Personalization through a Semantic Content-Based Recommender System. AIMSA 2010: 52-60 - [c58]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis:
Combining Collaborative and Content-Based Techniques for Tag Recommendation. EC-Web 2010: 13-23 - [c57]Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
An IR-Based Approach for Tag Recommendation. IIR 2010: 65-69 - [c56]Pierpaolo Basile, Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Natat in Cerebro: Intelligent Information Retrieval for "The Guillotin" Language Game. IIR 2010: 95-96 - [c55]Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Piero Molino:
Serendipitous Encounters along Dynamically Personalized Museum Tours. IIR 2010: 101-102 - [c54]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco de Gemmis, Giovanni Semeraro:
Integrating a Content-Based Recommender System into Digital Libraries for Cultural Heritage. IRCDL 2010: 27-38 - [c53]Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pierpaolo Basile, Giovanni Semeraro:
MARS: a MultilAnguage Recommender System. HetRec@RecSys 2010: 24-31 - [p4]Marco de Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
Learning Preference Models in Recommender Systems. Preference Learning 2010: 387-407
2000 – 2009
- 2009
- [j9]Francesco Buccafurri, Pasquale De Meo, Gianluca Lax, Domenico Ursino, Mariagrazia Fugini, Stefano Modafferi, Barbara Pernici, Roberto Furnari, Anna Goy, Pasquale Lops, Domenico Redavid, Giovanni Semeraro:
A Framework for Using Web Services to Enhance QoS for Content Delivery. IEEE Multim. 16(1): 26-35 (2009) - [c52]Pasquale Lops, Pierpaolo Basile, Marco de Gemmis, Giovanni Semeraro:
"Language Is the Skin of My Thought": Integrating Wikipedia and AI to Support a Guillotine Player. AI*IA 2009: 324-333 - [c51]Cataldo Musto, Fedelucio Narducci, Pasquale Lops, Marco Degemmis, Giovanni Semeraro:
Content-Based Personalization Services Integrating Folksonomies. EC-Web 2009: 217-228 - [c50]Federica Cena, Rosta Farzan, Pasquale Lops:
Web 3.0: merging semantic web with social web. Hypertext 2009: 385-386 - [c49]Giovanni Semeraro, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis:
On the Tip of My Thought: Playing the Guillotine Game. IJCAI 2009: 1543-1548 - [c48]Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
A Hybrid Strategy for Italian Word Sense Disambiguation. IRCDL 2009: 108-119 - [c47]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Paolo Gissi, Cataldo Musto, Fedelucio Narducci:
Content-Based Filtering with Tags: The FIRSt System. ISDA 2009: 255-260 - [c46]Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Recommendations toward Serendipitous Diversions. ISDA 2009: 1049-1054 - [c45]Pierpaolo Basile, Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
OTTHO: On the Tip of My THOught. ECML/PKDD (2) 2009: 710-713 - [c44]Cataldo Musto, Fedelucio Narducci, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
STaR: a Social Tag Recommender System. DC@PKDD/ECML 2009 - [c43]Giovanni Semeraro, Pasquale Lops, Pierpaolo Basile, Marco de Gemmis:
Knowledge infusion into content-based recommender systems. RecSys 2009: 301-304 - [c42]Pierpaolo Basile, Marco de Gemmis, Leo Iaquinta, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, Giovanni Semeraro:
SpIteR: A Module for Recommending Dynamic Personalized Museum Tours. Web Intelligence 2009: 584-587 - [p3]Giovanni Semeraro, Pierpaolo Basile, Marco de Gemmis, Pasquale Lops:
User Profiles for Personalizing Digital Libraries. Handbook of Research on Digital Libraries 2009: 149-158 - [p2]Pasquale Lops, Marco de Gemmis, Giovanni Semeraro, Cataldo Musto, Fedelucio Narducci, Massimo Bux:
A Semantic Content-Based Recommender System Integrating Folksonomies for Personalized Access. Web Personalization in Intelligent Environments 2009: 27-47 - 2008
- [j8]Francesco Buccafurri, Pasquale De Meo, Maria Grazia Fugini, Roberto Furnari, Anna Goy, Gianluca Lax, Pasquale Lops, Stefano Modafferi, Barbara Pernici, Domenico Redavid, Giovanni Semeraro, Domenico Ursino:
Analysis of QoS in cooperative services for real time applications. Data Knowl. Eng. 67(3): 463-484 (2008) - [j7]Giovanni Semeraro, Verner Andersen, Hans H. K. Andersen, Marco Degemmis, Pasquale Lops:
User profiling and virtual agents: a case study on e-commerce services. Univers. Access Inf. Soc. 7(3): 179-194 (2008) - [c41]Pierpaolo Basile, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro:
Combining Knowledge-based Methods and Supervised Learning for Effective Italian Word Sense Disambiguation. STEP 2008 - [c40]Pierpaolo Basile, Annalina Caputo, Anna Lisa Gentile, Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Enhancing Semantic Search using N-Levels Document Representation. SemSearch 2008: 29-43 - [c39]Leo Iaquinta, Marco de Gemmis, Pasquale Lops, Giovanni Semeraro, Michele Filannino, Piero Molino:
Introducing Serendipity in a Content-Based Recommender System. HIS 2008: 168-173 - [c38]Pierpaolo Basile, Marco Degemmis, Anna Lisa Gentile, Leo Iaquinta, Pasquale Lops, Giovanni Semeraro:
Semantic Indexing of Documents for Semantic Digital Libraries. IRCDL 2008: 41-50 - [c37]Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Pierpaolo Basile:
Integrating tags in a semantic content-based recommender. RecSys 2008: 163-170 - [c36]Pierpaolo Basile, Annalina Caputo, Anna Lisa Gentile, Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Improving Retrieval Experience Exploiting Semantic Representation of Documents. SWAP 2008 - 2007
- [j6]Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Pierpaolo Basile:
Mining Semantically Indexed Documents for Intelligent User Profiling. Künstliche Intell. 21(3): 9-15 (2007) - [j5]Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
A content-collaborative recommender that exploits WordNet-based user profiles for neighborhood formation. User Model. User Adapt. Interact. 17(3): 217-255 (2007) - [c35]Pierpaolo Basile, Marco Degemmis, Anna Lisa Gentile, Pasquale Lops, Giovanni Semeraro:
The JIGSAW Algorithm for Word Sense Disambiguation and Semantic Indexing of Documents. AI*IA 2007: 314-325 - [c34]Giovanni Semeraro, Pierpaolo Basile, Marco Degemmis, Pasquale Lops:
Content-Based Recommendation Services for Personalized Digital Libraries. DELOS 2007: 77-86 - [c33]Leo Iaquinta, Anna Lisa Gentile, Pasquale Lops, Marco Degemmis, Giovanni Semeraro:
A Hybrid Content-Collaborative Recommender System Integrated into an Electronic Performance Support System. HIS 2007: 47-52 - [c32]Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Pierpaolo Basile:
Combining Learning and Word Sense Disambiguation for Intelligent User Profiling. IJCAI 2007: 2856-2861 - [c31]Giovanni Semeraro, Pasquale Lops, Marco Degemmis, Pierpaolo Basile, Anna Lisa Gentile:
Personalization in Digital Libraries: An Intelligent Service based on Semantic User Profiles. IRCDL 2007: 27-37 - [c30]Francesco Buccafurri, Luca Console, Pasquale De Meo, Maria Grazia Fugini, Anna Goy, Gianluca Lax, Pasquale Lops, Stefano Modafferi, Barbara Pernici, Claudia Picardi, Domenico Redavid, Giovanni Semeraro, Domenico Ursino:
Modellazione della QoS in Ambienti Web-Service con Applicazioni di Video Streaming. SEBD 2007: 298-307 - [c29]Pierpaolo Basile, Marco de Gemmis, Anna Lisa Gentile, Pasquale Lops, Giovanni Semeraro:
UNIBA: JIGSAW algorithm for Word Sense Disambiguation. SemEval@ACL 2007: 398-401 - [c28]Pierpaolo Basile, Marco Degemmis, Anna Lisa Gentile, Leo Iaquinta, Pasquale Lops:
The JUMP project: Domain Ontologies and Linguistic Knowledge @ Work. SWAP 2007 - [c27]Pasquale Lops, Marco Degemmis, Giovanni Semeraro:
Improving Social Filtering Techniques Through WordNet-Based User Profiles. User Modeling 2007: 268-277 - 2006
- [j4]Marco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro:
Text learning for user profiling in e-commerce. Int. J. Syst. Sci. 37(13): 905-918 (2006) - [c26]Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Learning Semantic User Profiles from Text. ADMA 2006: 661-672 - [c25]Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Pierpaolo Basile:
Intelligent Information Access by Exploiting Lexical Knowledge and Machine Learning. IRCDL 2006: 37-44 - [c24]Marco Degemmis, Pasquale Lops, Pierpaolo Basile:
An Intelligent Personalized Service for Conference Participants. ISMIS 2006: 707-712 - [c23]Ignazio Palmisano, Domenico Redavid, Luigi Iannone, Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Oriana Licchelli:
A RDF-Based Framework for User Profile Creation and Management. KES (3) 2006: 606-613 - [c22]Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Pierpaolo Basile, Anna Lisa Gentile:
Semantic Web Personalization in a Scientific Congress Scenario. SWAP 2006 - [c21]Giovanni Semeraro, Pierpaolo Basile, Marco Degemmis, Pasquale Lops:
Discovering User Profiles from Semantically Indexed Scientific Papers. WebMine 2006: 61-81 - 2005
- [b1]Pasquale Lops:
Hybrid recommendation techniques based on user profiles. University of Bari, Italy, 2005 - [c20]Marco Degemmis, Pasquale Lops, Stefano Ferilli, Nicola Di Mauro, Teresa Maria Altomare Basile, Giovanni Semeraro:
Learning User Profiles from Text in e-Commerce. ADMA 2005: 370-381 - [c19]Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Intelligent Information Access by Learning WordNet-Based User Profiles. AI*IA 2005: 78-81 - [c18]Giovanni Semeraro, Pasquale Lops, Marco Degemmis:
Personalization for the Web: Learning User Preferences from Text. From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments 2005: 162-172 - [c17]Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
WordNet-Based Word Sense Disambiguation for Learning User Profiles. EWMF/KDO 2005: 18-33 - [c16]Giovanni Semeraro, Pasquale Lops, Marco Degemmis:
WordNet-based User Profiles for Neighborhood Formation in Hybrid Recommender Systems. HIS 2005: 291-296 - [c15]Giovanni Semeraro, Pasquale Lops, Marco Degemmis, Claudia Niederée, Avare Stewart:
Exploiting Lexical Knowledge in Learning User Profiles for Intelligent Information Access to Digital Collections. ICADL 2005: 253-262 - [c14]Ignazio Palmisano, Domenico Redavid, Luigi Iannone, Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Oriana Licchelli:
A RDF-based Framework for User Profile Creation and Management. SWAP 2005 - [c13]Bhaskar Mehta, Claudia Niederée, Avare Stewart, Marco Degemmis, Pasquale Lops, Giovanni Semeraro:
Ontologically-Enriched Unified User Modeling for Cross-System Personalization. User Modeling 2005: 119-123 - 2004
- [c12]Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Maria Francesca Costabile, Oriana Licchelli, Stefano Guida:
A Hybrid Collaborative Recommender System Based on User Profiles. ICEIS (4) 2004: 162-169 - [c11]Floriana Esposito, Oriana Licchelli, Pasquale Lops, Giovanni Semeraro:
Personalizing Digital Libraries for Education. ICEIS (5) 2004: 279-284 - [c10]Marco Degemmis, Oriana Licchelli, Pasquale Lops, Giovanni Semeraro:
Learning Usage Patterns for Personalized Information Access in e-Commerce. User Interfaces for All 2004: 133-148 - [p1]Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Maria Francesca Costabile, Stefano Paolo Guida, Oriana Licchelli:
Improving Collaborative Recommender Systems by Means of User Profiles. Designing Personalized User Experiences in eCommerce 2004: 253-273 - 2003
- [j3]Verner Andersen, Hans H. K. Andersen, Marco Degemmis, Oriana Licchelli, Pasquale Lops, Fabio Zambetta:
A Methodological Approach for Designing and Evaluating Intelligent Applications for Digital Collections. Appl. Artif. Intell. 17(8-9): 745-771 (2003) - [j2]Giovanni Semeraro, Pasquale Lops, Marco Degemmis:
Learning Customer Profiles Using Unlabelled Data. Informatica (Slovenia) 27(4): 385-389 (2003) - [c9]Giovanni Semeraro, Marco Degemmis, Pasquale Lops, Ulrich Thiel, Marcello L'Abbate:
A Personalized Information Search Process Based on Dialoguing Agents and User Profiling. ECIR 2003: 613-621 - [c8]Floriana Esposito, Giovanni Semeraro, Stefano Ferilli, Marco Degemmis, Nicola Di Mauro, Teresa Maria Altomare Basile, Pasquale Lops:
Evaluation and Validation of Two Approaches to User Profiling. EWMF 2003: 130-147 - [c7]Giovanni Semeraro, Marco Degemmis, Pasquale Lops:
Exploiting supervised learning techniques to model user preferences: personalized e-salespersons for personalized e-stores. HCI (4) 2003: 617-621 - [c6]Giovanni Semeraro, Pasquale Lops, Marco Degemmis, Oriana Licchelli:
Learning User Profiles for Intelligent Search. ICEIS (4) 2003: 426-429 - [c5]Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Fabio Abbattista:
Extraction of User Profiles by Discovering Preferences through Machine Learning. IIS 2003: 69-78 - [c4]Fabio Abbattista, Graziano Catucci, Marco Degemmis, Pasquale Lops, Giovanni Semeraro, Fabio Zambetta:
A Framework for the Development of Personalized Agents. KES 2003: 959-966 - 2002
- [j1]Giovanni Semeraro, Marco Degemmis, Pasquale Lops:
User Profiling to Support Internet Customers: What Do You Want to Buy Today? Informatica (Slovenia) 26(4) (2002) - [c3]Giovanni Semeraro, Hans H. K. Andersen, Verner Andersen, Pasquale Lops, Fabio Abbattista:
Evaluation and Validation of a Conversational Agent Embodied in a Bookstore. User Interfaces for All 2002: 360-374 - 2001
- [c2]Fabio Abbattista, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops, Giovanni Semeraro:
User Profiling in an Application of Electronic Commerce. AI*IA 2001: 87-98
1990 – 1999
- 1997
- [c1]Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops:
IDL: A Prototypical Intelligent Digital Library Service. AI*IA 1997: 447-450
Coauthor Index
[j46] [j43] [c166] [c165] [c164] [d6] [j40] [e18] [c152] [c151] [d5] [d4] [j36] [c145] [d3] [d2] [d1] [c138] [c136] [e14] [c130] [c128] [c126] [j31] [c118] [j26] [j25] [c107] [c104] [j23] [c100] [c96] [c93] [c92] [c89] [j16] [c85] [c80] [j12] [c75] [c73] [c70] [c67] [c65] [j10] [c59] [c56] [c53] [c52] [c49] [c48] [c45] [c43] [c42] [p3] [c41] [c40] [c38] [c37] [c36] [j6] [c35] [c34] [c32] [c31] [c29] [c28] [c25] [c24] [c22] [c21]
Marco Degemmis
aka: Marco de Gemmis
aka: Marco de Gemmis
[c170] [c168] [c167] [j45] [j42] [c164] [c162] [c161] [e19] [j41] [c159] [c156] [c155] [e17] [r4] [j39] [j38] [j37] [c152] [c151] [c150] [c149] [c148] [e16] [d5] [j36] [j35] [c146] [c145] [c144] [c142] [c141] [c140] [e15] [j34] [c139] [c135] [c134] [c133] [e13] [j32] [c131] [c130] [c128] [c127] [c125] [c123] [c122] [c121] [p8] [e12] [r3] [j31] [j29] [j28] [c120] [c119] [c118] [c117] [c115] [c114] [c113] [c112] [c111] [p7] [e11] [j26] [j25] [c110] [c109] [c108] [c107] [c104] [c103] [j23] [j22] [j21] [j20] [j19] [c102] [c101] [c100] [c99] [c98] [c96] [c95] [c94] [r2] [r1] [c93] [c92] [c91] [c89] [c88] [c86] [j18] [j17] [j16] [j15] [j14] [c85] [c84] [c83] [c82] [c81] [c79] [c78] [c77] [e6] [j12] [j11] [c75] [c74] [c73] [c72] [c71] [c69] [e3] [e2] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [p6] [p5] [e1] [j10] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [p4] [c52] [c51] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [p3] [p2] [j7] [c41] [c40] [c39] [c38] [c37] [c36] [j6] [j5] [c35] [c34] [c33] [c32] [c31] [c29] [c28] [c27] [j4] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c10] [p1] [j3] [j2] [c9] [c8] [c7] [c6] [c5] [c4] [j1]
[c171] [c170] [c168] [c167] [j44] [c164] [c163] [c161] [c160] [c159] [c157] [c156] [c154] [r4] [j39] [j38] [j37] [c153] [c150] [j35] [c147] [c144] [c142] [c140] [b2] [j34] [j33] [c139] [c135] [c133] [c132] [e14] [j32] [c126] [c125] [c124] [c123] [c122] [c121] [p8] [j31] [j29] [j27] [c120] [c119] [c117] [c115] [c112] [c111] [j26] [c109] [c108] [c105] [c104] [c103] [e10] [j22] [j21] [j20] [j19] [c100] [c98] [c95] [c94] [r2] [c92] [c91] [c89] [c88] [c86] [j17] [j16] [j15] [c84] [c83] [c82] [c81] [c77] [j11] [c74] [c73] [c72] [c69] [c67] [c66] [c65] [c64] [c62] [c59] [c58] [c57] [c54] [c53] [p4] [c51] [c47] [c44] [c42] [p2]
[j41] [r4] [j38] [c148] [j36] [c140] [b2] [j34] [e14] [j32] [c131] [c130] [c128] [c126] [p8] [j30] [c119] [c118] [c113] [j26] [c108] [c107] [c101] [c95] [r2] [c92] [c91] [j17] [j16] [j15] [c83] [c82] [c81] [c77] [j11] [c74] [c73] [c72] [c69] [c67] [c65] [c63] [c62] [c59] [c58] [c57] [c54] [c53] [p4] [c51] [c47] [c44] [c42] [p2]
[c171] [c170] [c169] [c168] [c167] [d7] [j45] [j44] [j42] [c164] [c163] [c162] [c161] [e19] [j41] [j40] [c159] [c158] [c156] [c155] [e17] [r4] [j39] [j38] [j37] [c153] [c152] [c150] [c149] [c148] [e16] [d4] [j36] [j35] [c147] [c146] [c145] [c144] [c143] [c142] [c141] [c140] [e15] [d3] [d2] [d1] [b2] [j34] [c139] [c137] [c135] [c134] [c133] [c132] [e13] [j32] [c131] [c130] [c128] [c127] [c125] [c123] [c122] [c121] [p8] [e12] [j31] [j30] [j29] [j27] [c120] [c119] [c118] [c117] [c115] [c113] [c112] [c111] [p7] [j26] [j25] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [e10] [e9] [j23] [j22] [j21] [j20] [j19] [c102] [c100] [c98] [c97] [c96] [c95] [c94] [e8] [r2] [r1] [c93] [c92] [c91] [c89] [c88] [c87] [c86] [j18] [j17] [j16] [j15] [j14] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [e6] [j12] [j11] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [e3] [e2] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [p6] [p5] [e1] [j10] [c59] [c57] [c56] [c55] [c54] [c53] [p4] [j9] [c52] [c51] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [p3] [p2] [j8] [j7] [c41] [c40] [c39] [c38] [c37] [c36] [j6] [j5] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c27] [j4] [c26] [c25] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [p1] [j2] [c9] [c8] [c7] [c6] [c5] [c4] [j1] [c3] [c2] [c1]
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