Search Results - "Dessi, Danilo"

Generating knowledge graphs by employing Natural Language Processing and Machine Learning techniques within the scholarly domain by Dessì, Danilo, Osborne, Francesco, Reforgiato Recupero, Diego, Buscaldi, Davide, Motta, Enrico

“…The continuous growth of scientific literature brings innovations and, at the same time, raises new challenges. One of them is related to the fact that its…”
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A Novel Knowledge Plug-In for Incorporating Information About Employability From the ONET Database Into Conversational Agents by Alonso, Ruben, Dessi, Danilo, Meloni, Antonello, Reforgiato Recupero, Diego

“…The labor market is a dynamic and rapidly evolving environment. Job positions that require expertise in various sectors often lead candidates to question their…”
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Exploring Environmental, Social, and Governance (ESG) Discourse in News: An AI-Powered Investigation Through Knowledge Graph Analysis by Angioni, Simone, Consoli, Sergio, Dessi, Danilo, Osborne, Francesco, Reforgiato Recupero, Diego, Salatino, Angelo

“…In recent years, the significance of Environmental, Social, and Governance criteria in assessing financial investments has grown significantly. This paper…”
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A Seamless ChatGPT Knowledge Plug-in for the Labour Market by Alonso, Ruben, Dessi, Danilo, Meloni, Antonello, Murgia, Marco, Reforgiato Recupero, Diego, Scarpi, Giuseppe

“…In today's rapidly evolving labor market, the emergence of new roles and the decline of traditional ones have led to a complex landscape of job titles and…”
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Triplétoile: Extraction of knowledge from microblogging text by Zavarella, Vanni, Consoli, Sergio, Reforgiato Recupero, Diego, Fenu, Gianni, Angioni, Simone, Buscaldi, Davide, Dessí, Danilo, Osborne, Francesco

“…Numerous methods and pipelines have recently emerged for the automatic extraction of knowledge graphs from documents such as scientific publications and…”
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Completing Scientific Facts in Knowledge Graphs of Research Concepts by Borrego, Agustin, Dessi, Danilo, Hernandez, Inma, Osborne, Francesco, Reforgiato Recupero, Diego, Ruiz, David, Buscaldi, Davide, Motta, Enrico

“…In the last few years, we have witnessed the emergence of several knowledge graphs that explicitly describe research knowledge with the aim of enabling…”
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LexTex: a framework to generate lexicons using WordNet word senses in domain specific categories by Dessì, Danilo, Diego, Reforgiato Recupero

“…Lexicons have risen as alternative resources to common supervised methods for classification or regression in different domains (e.g., Sentiment Analysis)…”
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SCICERO: A deep learning and NLP approach for generating scientific knowledge graphs in the computer science domain by Dessí, Danilo, Osborne, Francesco, Reforgiato Recupero, Diego, Buscaldi, Davide, Motta, Enrico

“…Science communication has a number of bottlenecks that include the rising number of published research papers and its non-machine-accessible and document-based…”
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Bridging learning analytics and Cognitive Computing for Big Data classification in micro-learning video collections by Dessì, Danilo, Fenu, Gianni, Marras, Mirko, Reforgiato Recupero, Diego

“…Moving towards the next generation of personalized learning environments requires intelligent approaches powered by analytics for advanced learning contexts…”
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SuperNoder: a tool to discover over-represented modular structures in networks by Dessì, Danilo, Cirrone, Jacopo, Recupero, Diego Reforgiato, Shasha, Dennis

“…Networks whose nodes have labels can seem complex. Fortunately, many have substructures that occur often ("motifs"). A societal example of a motif might be a…”
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Guest Editorial of the FGCS Special Issue on Advances in Intelligent Systems for Online Education by Bonnin, Geoffray, Dessì, Danilo, Fenu, Gianni, Hlosta, Martin, Sack, Harald

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Functional models and extending strategies for ecological networks by Fenu, Gianni, Pau, Pier Luigi, Dessì, Danilo

“…Complex network analysis is rising as an essential tool to understand properties of ecological landscape networks, and as an aid to land management. The most…”
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Citation prediction by leveraging transformers and natural language processing heuristics by Buscaldi, Davide, Dessí, Danilo, Motta, Enrico, Murgia, Marco, Osborne, Francesco, Reforgiato Recupero, Diego

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Connections between e-learning, web science, cognitive computation and social sensing, and their relevance to learning analytics: A preliminary study by Dessì, Danilo, Fenu, Gianni, Marras, Mirko, Recupero, Diego Reforgiato

“…Moving towards the next generation of personalized learning environments requires intelligent approaches powered by analytics for advanced learning contexts…”
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TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study by Dessi, Danilo, Helaoui, Rim, Kumar, Vivek, Recupero, Diego Reforgiato, Riboni, Daniele

“…Today, we are seeing an ever-increasing number of clinical notes that contain clinical results, images, and textual descriptions of patient's health state. All…”
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Tripl\`etoile: Extraction of Knowledge from Microblogging Text by Zavarella, Vanni, Consoli, Sergio, Recupero, Diego Reforgiato, Fenu, Gianni, Angioni, Simone, Buscaldi, Davide, Dessì, Danilo, Osborne, Francesco

“…Heliyon 10(12) (2024) e32479 Numerous methods and pipelines have recently emerged for the automatic extraction of knowledge graphs from documents such as…”
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Steps towards a Dislocation Ontology for Crystalline Materials by Ihsan, Ahmad Zainul, Dessì, Danilo, Alam, Mehwish, Sack, Harald, Sandfeld, Stefan

“…The field of Materials Science is concerned with, e.g., properties and performance of materials. An important class of materials are crystalline materials that…”
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Generating Knowledge Graphs by Employing Natural Language Processing and Machine Learning Techniques within the Scholarly Domain by Dessì, Danilo, Osborne, Francesco, Recupero, Diego Reforgiato, Buscaldi, Davide, Motta, Enrico

“…The continuous growth of scientific literature brings innovations and, at the same time, raises new challenges. One of them is related to the fact that its…”
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