2024
Lehmann, J., Meloni, A., Motta, E., Osborne, F., Recupero, D., Salatino, A.A. and Vahdati, S. (2024) Large Language Models for Scientific Question Answering: An Extensive Analysis of the SciQA Benchmark, ESWC 2024, Hersonissos, Greece
2023
Meloni, A., Angioni, S., Salatino, A., Osborne, F., Birukou, A., Recupero, D. and Motta, E. (2023) AIDA-Bot 2.0: Enhancing Conversational Agents with Knowledge Graphs for Analysing the Research Landscape The Semantic Web - ISWC 2023, eds. Terry R., et al Payne, 14265, Springer Cham
Cadeddu, A., Chessa, A., Leo, V., Fenu, G., Motta, E., Osborne, F., Recupero, D., Salatino, A. and Secchi, L. (2023) Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models, Deep Learning for Knowledge Graphs 2023, Athens
Buscaldi, D., Dessí, D., Motta, E., Murgia, M., Osborne, F. and Recupero, D. (2023) Citation prediction by leveraging transformers and natural language processing heuristics, Information Processing & Management, 61, Elsevier
Chessa, A., Fenu, G., Motta, E., Osborne, F., Recupero, D., Salatino, A.A. and Secchi, L. (2023) Data-Driven Methodology for Knowledge Graph Generation Within the Tourism Domain, IEEE Access, 11, pp. 67567-67599, Institute of Electrical and Electronics Engineers (IEEE)
Meloni, A., Angioni, S., Salatino, A.A., Osborne, F., Recupero, D. and Motta, E. (2023) Integrating Conversational Agents and Knowledge Graphs Within the Scholarly Domain, IEEE Access, 11, pp. 22468-22489, Institute of Electrical and Electronics Engineers (IEEE)
Peng, C., Xia, F., Naseriparsa, M. and Osborne, F. (2023) Knowledge Graphs: Opportunities and Challenges, Artificial Intelligence Review, 56, pp. 13071-13102
2022
Angioni, S., Salatino, A.A., Osborne, F., Birukou, A., Recupero, D. and Motta, E. (2022) Leveraging Knowledge Graph Technologies to Assess Journals and Conferences at Springer Nature, 21st International Semantic Web Conference, ISWC 2022, Hangzhou, China
Dessí, D., Osborne, F., Recupero, D., Buscaldi, D. and Motta, E. (2022) CS-KG: A Large-Scale Knowledge Graph of Research Entities and Claims in Computer Science, ISWC, Online
Dessí, D., Osborne, F., Recupero, D., Buscaldi, D. and Motta, E. (2022) SCICERO: A deep learning and NLP approach for generating scientific knowledge graphs in the computer science domain, Knowledge-Based Systems, Elsevier
Manghi, P., Mannocci, A., Osborne, F., Sacharidis, D., Salatino, A.A. and Vergoulis, T. (2022) Sci-K 2022 - International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment, WWW '22: The ACM Web Conference 2022, Lyon, France (Virtual)
Angioni, S., Salatino, A.A., Osborne, F., Recupero, D. and Motta, E. (2022) AIDA: a Knowledge Graph about Research Dynamics in Academia and Industry, Quantitative Science Studies, pp. (In Press)
Manghi, P., Mannocci, A., Osborne, F., Sacharidis, D., Salatino, A.A. and Vergoulis, T. (2022) New Trends in Scientific Knowledge Graphs and Research Impact Assessment, Quantitative Science Studies, pp. 1-5, MIT Press - Journals
Angioni, S., Salatino, A.A., Osborne, F., Recupero, D. and Motta, E. (2022) The AIDA Dashboard: a Web Application for Assessing and Comparing Scientific Conferences, IEEE Access, pp. (In press)
Alam, M., Buscaldi, D., Cochez, M., Osborne, F., Recupero, D. and Sack, H. (2022) Editorial of the Special Issue on Deep Learning and Knowledge Graphs, Semantic Web Journal, 13, pp. 293-297, IOS Press
Chessa, A., Fenu, G., Motta, E., Recupero, D., Osborne, F., Salatino, A.A. and Secchi, L. (2022) Enriching Data Lakes with Knowledge Graphs, Knowledge Graph Generation from Text Workshop, Creete, Greece
Aggarwal, T., Salatino, A.A., Osborne, F. and Motta, E. (2022) R-classify: Extracting research papers' relevant concepts from a controlled vocabulary, Software Impacts, 14
Borrego, A., Dessi, D., Hernandez, I., Osborne, F., Recupero, D., Ruiz, D., Buscaldi, D. and Motta, E. (2022) Completing Scientific Facts in Knowledge Graphs of Research Concepts, IEEE Access, pp. (Early Access), Institute of Electrical and Electronics Engineers (IEEE)
2021
Meloni, A., Angioni, S., Salatino, A.A., Osborne, F., Recupero, D. and Motta, E. (2021) AIDA-Bot: A Conversational Agent to Explore Scholarly Knowledge Graphs, The International Semantic Web Conference, Online
Angioni, S., Salatino, A.A., Osborne, F., Birukou, A., Recupero, D. and Motta, E. (2021) Assessing Scientific Conferences through Knowledge Graphs, Proceedings of the ISWC 2021 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice, Virtual, Online
Nayyeri, M., Cil, G., Vahdati, S., Osborne, F., Kravchenko, A., Angioni, S., Salatino, A.A., Recupero, D., Motta, E. and Lehmann, J. (2021) Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain, IEEE Access, 9, pp. 116002-116014
Salatino, A.A., Osborne, F. and Motta, E. (2021) CSO Classifier 3.0: a scalable unsupervised method for classifying documents in terms of research topics, International Journal on Digital Libraries, pp. (Early Access)
Danilo, D., Osborne, F., Recupero, D., Buscaldi, D. and Motta, E. (2021) Generating knowledge graphs by employing Natural Language Processing and Machine Learning techniques within the scholarly domain, Future Generation Computer Systems, 116, pp. 253-264
Salatino, A.A., Mannocci, A. and Osborne, F. (2021) Detection, Analysis, and Prediction of Research Topics with Scientific Knowledge Graphs Prediction Dynamics of Research Impact, eds. Yannis Manolopoulos,Thanasis Vergoulis, Springer (In press)
Nayyeri, M., Cil, G., Vahdati, S., Osborne, F., Rahman, M., Angioni, S., Salatino, A.A., Recupero, D., Vassilyeva, N., Motta, E. and Lehmann, J. (2021) Trans4E: Link Prediction on Scholarly Knowledge Graphs, Neurocomputing, pp. (Early Access)
2020
Dessi', D., Osborne, F., Recupero, D., Buscaldi, D., Motta, E. and Sack, H. (2020) AI-KG: an Automatically Generated Knowledge Graph of Artificial Intelligence, International Semantic Web Conference 2020, Online
Angioni, S., Salatino, A.A., Osborne, F., Recupero, D. and Motta, E. (2020) The AIDA Dashboard: Analysing Conferences with Semantic Technologies, 19th International Semantic Web Conference (ISWC 2020), Athens (Greece) - Virtual
Salatino, A.A., Osborne, F. and Motta, E. (2020) ResearchFlow: Understanding the Knowledge Flow between Academia and Industry, 22nd International Conference on Knowledge Engineering and Knowledge Management (EKAW 2020), Bolzano (Italy) (Online)
Bellatreche, L., Bentayeb, F., Bieliková, M., Boussaid, O., Catania, B., Ceravolo, P., Demidova, E., Ferrari, M., Lopez, M., Hara, C., Kordić, S., Luković, I., Mannocci, A., Manghi, P., Osborne, F., Papatheodorou, C., Ristić, S., Sacharidis, D., Romero, O., Salatino, A.A., Talens, G., Keulen, M., Vergoulis, T. and Zumer, M. (2020) Databases and Information Systems in the AI Era: Contributions from ADBIS, TPDL and EDA 2020 Workshops and Doctoral Consortium, ADBIS, TPDL and EDA 2020, Lyon, France
Salatino, A.A., Thanapalasingam, T., Mannocci, A., Birukou, A., Osborne, F. and Motta, E. (2020) The Computer Science Ontology: A Comprehensive Automatically-Generated Taxonomy of Research Areas, Data Intelligence, 2, 2, pp. 379-416
Angioni, S., Salatino, A.A., Osborne, F., Recupero, D. and Motta, E. (2020) Integrating Knowledge Graphs for Analysing Academia and Industry Dynamics, 1st Workshop on Scientific Knowledge Graphs, Lyon, France
Salatino, A.A., Osborne, F. and Motta, E. (2020) Ontology Extraction and Usage in the Scholarly Knowledge Domain Applications and Practices in Ontology Design, Extraction, and Reasoning, eds. Giuseppe Cota,Marilena Daquino,Gian Luca Pozzato, IOS Press
Alam, M., Buscaldi, D., Cochez, M., Osborne, F., Recupero, D. and Sack, H. (2020) Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020) Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), eds. Mehwish Alam,Davide Buscaldi,Michael Cochez,Francesco Osborne,Diego Reforgiato Recupero,Harald Sack, 2635, CEUR-WS.org
Kirrane, S., Sabou, M., Fernandez, J., Osborne, F., Robin, C., Buitelaar, P., Motta, E. and Polleres, A. (2020) A decade of Semantic Web research through the lenses of a mixed methods approach A decade of Semantic Web research through the lenses of a mixed methods approach, 11
2019
Gonzalez-Beltran, A., Osborne, F., Peroni, S. and Vahdati, S. (2019) Special Issue: Scholarly Data Analysis (Semantics, Analytics, Visualisation) Special Issue: Scholarly Data Analysis (Semantics, Analytics, Visualisation), eds. Alejandra Gonzalez-Beltran,Francesco Osborne,Silvio Peroni,Sahar Vahdati, 2, IOS Press
Salatino, A.A., Osborne, F., Birukou, A. and Motta, E. (2019) Improving Editorial Workflow and Metadata Quality at Springer Nature, The 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand
Salatino, A.A., Osborne, F., Birukou, A. and Motta, E. (2019) Smart Topics Miner 2: Improving Proceedings Retrievability at Springer Nature, 18th International Semantic Web Conference (ISWC 2019): Posters & Demonstrations, Industry and Outrageous Ideas Tracks, Auckland, New Zeeland
Angioni, S., Osborne, F., Salatino, A.A., Recupero, D. and Motta, E. (2019) Integrating Knowledge Graphs for Comparing the Scientific Output of Academia and Industry, 18th International Semantic Web Conference (ISWC 2019): Posters & Demonstrations, Industry and Outrageous Ideas Tracks, Auckland, New Zeeland
Salatino, A.A., Osborne, F., Thanapalasingam, T. and Motta, E. (2019) The CSO Classifier: Ontology-Driven Detection of Research Topics in Scholarly Articles, TPDL 2019: 23rd International Conference on Theory and Practice of Digital Libraries, Oslo, Norway
Mannocci, A., Osborne, F. and Motta, E. (2019) Geographical trends in academic conferences: An analysis of authors' affiliations, Data Science Special Issue about Semantics, Analytics and Visualisation: Enhancing Scholarly Dissemination, pp. (Early Access), IOS Press
Buscaldi, D., Dessì, D., Motta, E., Osborne, F. and Recupero, D. (2019) Mining Scholarly Publications for Scientific Knowledge Graph Construction, Extended Semantic Web Conference 2019, Portoroz, Slovenia
Osborne, F. and Hollink, L. (eds.) (2019) Proceedings of the EKAW Doctoral Consortium 2018 co-located with the 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), Nancy, France, November 13, 2018., eds. Laura Hollink,Francesco Osborne, 2306, CEUR
Mannocci, A., Osborne, F. and Motta, E. (2019) The Evolution of IJHCS and CHI: A Quantitative Analysis, International Journal of Human-Computer Studies, pp. (In Press)
Buscaldi, D., Dessì, D., Motta, E., Osborne, F. and Recupero, D. (2019) Mining Scholarly Data for Fine-Grained Knowledge Graph Construction, Workshop on Deep Learning for Knowledge Graphs (DL4KG2019), Portoroz, Slovenia
Osborne, F., Muccini, H., Lago, P. and Motta, E. (2019) Reducing the Effort for Systematic Reviews in Software Engineering, Data Science, pp. (In Press)
Alam, M., Buscaldi, D., Cochez, M., Osborne, F., Recupero, D. and Sack, H. (eds.) (2019) DL4KG2019 - Workshop on Deep Learning for Knowledge Graphs DL4KG2019 - Workshop on Deep Learning for Knowledge Graphs, CEUR Workshop Proceedings (CEUR-WS.org)
2018
Salatino, A.A., Thanapalasingam, T., Mannocci, A., Osborne, F. and Motta, E. (2018) Classifying Research Papers with the Computer Science Ontology, Poster at International Semantic Web Conference, Posters & Demonstrations and Industry Tracks, MONTEREY, CALIFORNIA, USA
Thanapalasingam, T., Osborne, F., Birukou, A. and Motta, E. (2018) Ontology-Based Recommendation of Editorial Products, The International Semantic Web Conference 2018, Monterey, California, USA
Osborne, F. and Motta, E. (2018) Pragmatic Ontology Evolution: Reconciling User Requirements and Application Performance, International Semantic Web Conference 2018, Monterey, California, USA
Salatino, A.A., Thanapalasingam, T., Mannocci, A., Osborne, F. and Motta, E. (2018) The Computer Science Ontology: A Large-Scale Taxonomy of Research Areas, The International Semantic Web Conference 2018, Monterey, California, USA
Thanapalasingam, T., Osborne, F., Birukou, A. and Motta, E. (2018) The Smart Book Recommender: An Ontology-Driven Application for Recommending Editorial Products, Demo at International Semantic Web Conference 2018, Monterey, California, USA
Salatino, A.A., Osborne, F. and Motta, E. (2018) AUGUR: Forecasting the Emergence of New Research Topics, Joint Conference on Digital Libraries 2018, Fort Worth, Texas
Mannocci, A., Osborne, F. and Motta, E. (2018) Geographical trends in research: a preliminary analysis on authors' affiliations, Workshop: SAVE-SD at The Web Conference, Lyon
Beltrán, A., Osborne, F., Peroni, S. and Vahdati, S. (2018) Semantics, Analytics, Visualization - 3rd International Workshop, SAVE-SD 2017, Perth, Australia, April 3, 2017, and 4th International Workshop, SAVE-SD 2018, Lyon, France, April 24, 2018, Revised Selected Papers., eds. Alejandra González Beltrán,Francesco Osborne,Silvio Peroni,Sahar Vahdati, 10959, Springer
Mannocci, A., Osborne, F. and Motta, E. (2018) Geographical Trends in Research Conferences: closed clubs or open houses?, European Symposium on Societal Challenges in Computational Social Science., Cologne, Germany
2017
Osborne, F., Mannocci, A. and Motta, E. (2017) Forecasting the Spreading of Technologies in Research Communities, K-CAP 2017, Austin, Texas, USA
Salatino, A.A., Osborne, F. and Motta, E. (2017) How are topics born? Understanding the research dynamics preceding the emergence of new areas, PeerJ Computer Science
Osborne, F., Salatino, A.A., Birukou, A., Thanapalasingam, T. and Motta, E. (2017) Supporting Springer Nature Editors by means of Semantic Technologies, International Semantic Web Conference 2017 (Industry Track)
Osborne, F., Thanapalasingam, T., Salatino, A.A., Birukou, A. and Motta, E. (2017) Smart Book Recommender: A Semantic Recommendation Engine for Editorial Products, Poster at International Semantic Web Conference 2017
Osborne, F., Mannocci, A. and Motta, E. (2017) Forecasting Technology Migrations with the Technology-Topic Framework, Poster at International Semantic Web Conference 2017
Gonzalez-Beltran, A., Osborne, F. and Peroni, S. (eds.) (2017) Semantics, Analytics, Visualization. Enhancing Scholarly Data: Second International Workshop, SAVE-SD 2016, Montreal, QC, Canada, April 11, 2016, Revised Selected Papers Semantics, Analytics, Visualization. Enhancing Scholarly Data., eds. Springer Nature.
2016
Basave, A., Osborne, F. and Salatino, A.A. (2016) Ontology Forecasting in Scientific Literature: Semantic Concepts Prediction based on Innovation-Adoption Priors, 20th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2016)
Osborne, F., de Ribaupierre, H. and Motta, E. (2016) TechMiner: Extracting Technologies from Academic Publications, 20th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2016), Bologna, Italy
Osborne, F., Salatino, A.A., Birukou, A. and Motta, E. (2016) Automatic Classification of Springer Nature Proceedings with Smart Topic Miner, 15th International Semantic Web Conference, Kobe, Japan
Osborne, F., Salatino, A.A., Birukou, A. and Motta, E. (2016) Smart Topic Miner: Supporting Springer Nature Editors with Semantic Web Technologies, Demo at International Semantic Web Conference 2016, Kobe, Japan
Salatino, A.A. and Motta, E. (2016) Detection of Embryonic Research Topics by Analysing Semantic Topic Networks, Workshop: 2016 WORKSHOP ON "SEMANTICS, ANALYTICS AND VISUALISATION: ENHANCING SCHOLARLY DATA" at 25th International World Wide Web Conference (WWW 2016), Montreal, Quebec (CA), Springer
de Ribaupierre, H., Osborne, F. and Motta, E. (2016) Combining NLP and semantics for mining software technologies from research publications, Poster at World Wide Web 2016
2015
Salatino, A.A. (2015) Early Detection and Forecasting of Research Trends, Workshop: Doctoral Consortium at The 14th International Semantic Web Conference (ISWC), Bethlehem (PA)
Osborne, F. and Motta, E. (2015) Klink-2: Integrating Multiple Web Sources to Generate Semantic Topic Networks, International Semantic Web Conference 2015, Bethlehem, Pennsylvania
2014
Osborne, F., Scavo, G. and Motta, E. (2014) Identifying diachronic topic-based research communities by clustering shared research trajectories, Extended Semantic Web Conference 2014, Crete, Greece
Osborne, F. and Motta, E. (2014) Understanding research dynamics, Extended Semantic Web Conference 2014, Limenas Hersonissou, Crete.
Osborne, F., Peroni, S. and Motta, E. (2014) Clustering Citation Distributions for Semantic Categorization and Citation Prediction, Workshop: LISC 2014 at International Semantic Web Conference 2014, Riva Del Garda, Italy
Osborne, F. and Motta, E. (2014) Rexplore: Unveiling the Dynamics of Scholarly Data, Digital Library 2014, London, UK
Osborne, F., Scavo, G. and Motta, E. (2014) A Hybrid Semantic Approach to Building Dynamic Maps of Research Communities, EKAW 2014, Linkoping, Sweden
2013
Osborne, F., Motta, E. and Mulholland, P. (2013) Exploring Scholarly Data with Rexplore, International Semantic Web Conference, Sydney, Australia
Osborne, F. and Motta, E. (2013) Exploring Research Trends with Rexplore, Workshop: 2nd International Workshop on mining scientific publications at Joint Conference on Digital Libraries 2013
2012
Osborne, F. and Motta, E. (2012) Mining Semantic Relations between Research Areas, International Semantic Web Conference, Boston, MA
Motta, E. and Osborne, F. (2012) Making Sense of Research with Rexplore, Demo at International Semantic Web Conference, Boston, MA
Scholarly Knowledge Mining
Digital Humanities
Data Science
Smart Cities and Robotics
