activity
20162022
most citedSemantic Evolutionary Concept Distances for Effective Information Retrieval in Query Expansion

39 citations · 119 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2022★ 23 cited

An Approach for Improving Automatic Mouth Emotion Recognition

Giulio Biondi, Valentina Franzoni, Osvaldo Gervasi +1

The study proposes and tests a technique for automated emotion recognition through mouth detection via Convolutional Neural Networks (CNN), meant to be applied for supporting peopl…

cs.OH2022★ 15 cited

Sharing Linkable Learning Objects with the use of Metadata and a Taxonomy Assistant for Categorization

Valentina Franzoni, Sergio Tasso, Simonetta Pallottelli +1

In this work, a re-design of the Moodledata module functionalities is presented to share learning objects between e-learning content platforms, e.g., Moodle and G-Lorep, in a linka…

cs.IR2019★ 4 cited

Topological and Semantic Graph-based Author Disambiguation on DBLP Data in Neo4j

Valentina Franzoni, Michele Lepri, Alfredo Milani

In this work, we introduce a novel method for entity resolution author disambiguation in bibliographic networks. Such a method is based on a 2-steps network traversal using topolog…

cs.IR2017★ 39 cited

Semantic Evolutionary Concept Distances for Effective Information Retrieval in Query Expansion

Valentina Franzoni, Yuanxi Li, Clement H. C. Leung +1

In this work several semantic approaches to concept-based query expansion and reranking schemes are studied and compared with different ontology-based expansion methods in web docu…

cs.AI2017★ 2 cited

Just an Update on PMING Distance for Web-based Semantic Similarity in Artificial Intelligence and Data Mining

Valentina Franzoni

One of the main problems that emerges in the classic approach to semantics is the difficulty in acquisition and maintenance of ontologies and semantic annotations. On the other han…

cs.CL2016★ 36 cited

Web-based Semantic Similarity for Emotion Recognition in Web Objects

Valentina Franzoni, Giulio Biondi, Alfredo Milani +1

In this project we propose a new approach for emotion recognition using web-based similarity (e.g. confidence, PMI and PMING). We aim to extract basic emotions from short sentences…