Federico Dassereto

Federico Dassereto
Università degli Studi di Genova | UNIGE · Dipartimento di Informatica, Bioingegneria, Robotica e Ingegneria dei Sistemi (DIBRIS)

MSc in Data Science and Engineering

About

3
Publications
523
Reads
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7
Citations
Introduction
Linked Open Data (Source Selection) Open Data (Joinable Tables) Word Embedding (Geospatial Ontologies Representation)
Additional affiliations
November 2019 - November 2022
Università degli Studi di Genova
Position
  • PhD Student
Education
October 2016 - December 2018
Università degli Studi di Genova
Field of study
  • Computer Science

Publications

Publications (3)
Conference Paper
Many Natural Language Processing (NLP) tasks, like question answering or analyzing verbatim comments, have started to use word embeddings due to their ability to capture semantic relations between words. Recently, embeddings have been also applied in the geospatial context to represent geospatial ontologies, thanks to their ability to capture seman...
Article
Many solutions for coarse geolocating of users at the time they post a message exist. However, for many important applications, like traffic monitoring and event detection, finer geolocation at the level of city neighborhoods, i.e., at a sub-city level, is needed. Data-driven approaches often do not guarantee good accuracy and efficiency due to the...
Chapter
Full-text available
Nowadays word embeddings are used for many natural language processing (NLP) tasks thanks to their ability of capturing the semantic relations between words. Word embeddings have been mostly used to solve traditional NLP problems, such as question answering, textual entailment and sentiment analysis. This work proposes a new way of thinking about w...

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