Monica De Martino

Monica De Martino
  • Degree on Mathematics
  • Researcher at Italian National Research Council

Researcher at CNR-IMATI-Genova

About

63
Publications
6,877
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463
Citations
Introduction
Monica De Martino is currently a researcher at CNR-IMATI. She has been responsible for CNR-IMATI of the research project funded by EU related to the Knowledge Management technology and its application within the geographic information context. She graduated from the Department of Mathematics, University of Genova in 1992. Since then, she has been working at the IMATI. Her current research interests are in Knowledge Management: Linked Open Data, Metadata Analysis, and Semantic Analysis.
Current institution
Italian National Research Council
Current position
  • Researcher
Additional affiliations
February 2013 - January 2015
Italian National Research Council
Position
  • R.I.C.E.R.C.A. is a project funded under the program PO CRO European Social Fund, Liguria Region 2007-2013 Axis IV " Human Capital " ob . specific l / 6
Description
  • To develop new modes of access to the documentation of the historical industrial Archive of Fondazione Ansaldo exploiting semantic information technology and interactive visual navigation tools http://ricerca.ge.imati.cnr.it
January 2013 - December 2015
CNR - Consiglio Nazionale delle Ricerche
Position
  • eENVplus: eEnvironmental services for advanced applications within INSPIRE (EU-funded project CIP-ICT-PSP-2012-6-325232)
Description
  • Scientific responsible of the WP activity about theSemantic Framework of Thesauri for the Environment to be exploited for metadata compilation and data discovery. Ourcome: LusTRE, available at http://linkeddata.ge.imati.cnr.it/
October 2008 - March 2011
Italian National Research Council
Position
  • NatureSDIplus
Description
  • Responsable of the research activity related to multilingual/multicultural issues on geographic data sharing within a Spatial Data Infrastructure for Nature Conservation
Education
October 1987 - May 1992
University of Genoa
Field of study
  • Mathematics

Publications

Publications (63)
Article
Full-text available
Despite the high accuracy of conventional acoustic hydrographic systems, measurement of the seabed along coastal belts is still a complex problem due to the limitations arising from shallow water. In addition to traditional echo sounders, airborne LiDAR also suffers from high application costs, low efficiency, and limited coverage. On the other han...
Article
Full-text available
Bathymetric surveys of shallow waters are increasingly necessary for navigational safety and environmental studies. In situ surveys with floating acoustic sensors allow the collection of high-accuracy bathymetric data. However, such surveys are often unfeasible in very shallow waters in addition to being expensive and requiring specific sectorial s...
Chapter
To take full advantage of the enormous amount of free and open Earth Observation data provided by the Copernicus Programme, users have to be aware of the several data access and processing tools available and to be able to exploit them to develop satellite-based applications. To this end, we provide an overview of Copernicus data access hubs and pr...
Conference Paper
Full-text available
Il programma Europeo Copernicus1 una delle principali fonti di dati ed informazioni aperte sull’Osservazione della Terra (EO), è volto a sostenere importanti progressi sociali ed economici dell’Unione Europea. Copernicus fornisce una vasta quantità di dati satellitari acquisiti da sei missioni Sentinel, e sei tipologie di servizi che forniscono inf...
Article
Full-text available
The European Programme Copernicus, one of the principal sources of free and open Earth Observation (EO) data, intends to sustain social and economic advancements to the European Union. To this end, User Uptake initiatives have been undertaken to increase Copernicus awareness, dissemination, and competencies, thus supporting the development of downs...
Chapter
The European Programme Copernicus is one of the main sources of free and open Earth Observation (EO) data and information services, aimed at sustaining important social and economic advancements to the European Union with Remote Sensing (RS) practices. To achieve these goals User Uptake initiatives have been undertaken: aimed at increasing Copernic...
Chapter
To ensure that the great opportunities of Copernicus satellite data offered, in open and free mode, are fully grasped, a major awareness of them must be widespread among European citizens, companies, and public administrations. To this end, initiatives such as the EO-UPTAKE Ligurian regional project aim at studying application scenarios centered on...
Poster
OUTCOMES The main project outcome is the identification of a set of procedures and guidelines for access, use, and integration of Copernicus resources, regardless of domain. The project will also provide processing workflows for the realization of concrete examples of applications in different application sectors.
Article
Full-text available
The Open Government Data portals (OGD), thanks to the presence of thousands of geo-referenced datasets, containing spatial information are of extreme interest for any analysis or process relating to the territory. For this to happen, users must be enabled to access these datasets and reuse them. An element often considered as hindering the full dis...
Article
Flooding events related to waste-lake dam ruptures are one of the most threatening natural disasters in Brazil. They must be managed in advance by public institutions through the use of adequate hydrographic and environmental information. Although the Open Data paradigm offers an opportunity to share hydrographic data sets, their actual reuse is st...
Research
A dataset relating to the data collected for a study investigating Geospatial Open Data usage, metadata quality, and their relationship. Starting from an experimental investigation conducted on over 160,000 geospatial datasets belonging to six national and international OGD portals, this work has as its first objective to provide an overview of th...
Chapter
The paper provides a quantitative and qualitative snapshot on hydrographic datasets currently published in Open Government Data (OGD) portals aiming at investigating their reusability according to W3C recommendations and FAIR principles. Highly reputed OGD portals have been considered and searched for hydrographic datasets and their metadata. The r...
Chapter
South America is vulnerable to flood disasters, which must be prevented and managed, especially in the urban area close to the rivers. Different terrain descriptors (e.g. hydrographic network, altimetry) are taken into consideration to identify area with potential risk of flooding. INPE has developed tools to process and manage hydrological informa...
Conference Paper
The increasingly massive spreading of Open Government Data (OGD) is hailed as a driving force for economic and social growth, as well as an essential factor in promoting public awareness of the work of institutional decision-makers. However, this high data availability can disorient users when deciding which sources are best suited to their needs....
Article
Full-text available
The paper illustrates a Linked Thesaurus Framework for the Environment, named LusTRE, to facilitate data sharing across different environmental disciplines. It provides a knowledge infrastructure of multilingual thesauri and code lists, interlinking them so that they can be used as one integrated linked data source. This multilingual thesaurus is p...
Article
Access to e-Government data is challenging due to the heterogeneity and complexity of the public information ecosystem. Controlled Vocabularies (CVs) provide a key to disclosing the potential of Open Government data, by supplying common terms for marking up metadata and data in a consistent and coherent way. However, quality information is needed t...
Article
Purpose The purpose of this paper is to focus on the quality of the connections (linkset) among thesauri published as Linked Data on the Web. It extends the cross-walking measures with two new measures able to evaluate the enrichment brought by the information reached through the linkset (lexical enrichment, browsing space enrichment). It fosters t...
Article
Full-text available
The article proposes a methodology for a thesauri quality assessment that supports decision-makers in selecting thesauri by exploiting an overall quality measure. This measure takes into account the subjective perceptions of the decision-maker according to the reuse of thesauri in a specific application context. The analytic hierarchy process metho...
Conference Paper
Full-text available
Fruit of a collaboration between two international research institutions, the paper presents the ongoing activity to foster the provisioning of South America drainage datasets, by means of Open Data principles and tools. We discuss how those environmental data sources may be published and shared for the benefit of public and private organizations a...
Conference Paper
Recently a great number of controlled vocabularies (e.g., thesauri) covering several domains and shared by different communities, have been published and interlinked using the Linked Data paradigm. Remarkable efforts have been spent from data producers to make their thesauri compliant with Linked Data requirements both for the content encoding and...
Conference Paper
Thesauri usability, within a Spatial Data Infrastructure for the Environment, is pivotal for metadata compilation and data discovery. Thesauri effectiveness is affected by their quality. Diverse quality measures are available taking into account different facets, nevertheless an overall measure is needed whenever thesauri have to be compared in ord...
Conference Paper
Full-text available
Linked Data is largely adopted to share and make data more accessible on the web. A quite impressive number of datasets has been exposed and interlinked according to the Linked Data paradigm but the quality of these datasets is still a big challenge in the consuming process. Measures for quality of Linked Data datasets have been proposed, mainly by...
Conference Paper
The paper presents the outcomes of a regional project funded by the European Commission, aiming at identifying new strategies in the management and access of historical industrial archives. The study addresses different issues concerning the access to digital archives, such as data search and browsing. The paper focuses on data browsing proposing a...
Conference Paper
The development of a Spatial Data Infrastructure (SDI) at European level is strategic to answer the needs of environmental management requested by the European, national and local policies. Several European projects and initiatives aim to share, integrate and make accessible large amount of environmental data in order to overcome cross-border/langu...
Article
The paper aims at providing a description of EARTh, the Environmental Application Reference Thesaurus. It represents a general-purpose thesaurus for the environment, which has been published as a SKOS dataset in the Linked Open Data cloud. It promises to become a core tool for indexing and discovery environmental resources by refining and extending...
Conference Paper
The paper focuses on a Italian project funded by the European Commission with the objective of improving the capacity of archiving, cataloguing and accessing the cultural heritage represented by business historical archives. The approach identified is to enhance the level of description (semantics) of the data to develop strategies for digital cult...
Conference Paper
The paper illustrates SSONDE, a framework to assess semantic similarity on linked data entities. It describes the framework architecture, its design assumptions and its configuration functionalities. SSONDE relies on an instance similarity in which asymmetricity and context dependence are specifically conceived to compare linked data resources acco...
Article
Full-text available
The paper proposes an approach to transcend multicultural and multilingual barriers in the use and reuse of geographical data at the European level. The approach aims at sharing scientific terms in the field of nature conservation with the goal of assisting different user communities with metadata compilation and information discovery. A multi-thes...
Conference Paper
The paper presents a method to gather and analyze the components of environmental information systems that can contribute to the development of information infrastructures such as SEIS. Our approach is described as (principally) ‘bottom-up’: a community of practitioners propose candidate systems for analysis, illustrating what approaches are curren...
Article
Full-text available
A fundamental issue to improve the accessibility to information resources is how to efficiently deal with huge amount(s) of data. In this respect, ontology driven techniques are expected to improve the overlap between the Cognitive Space applied by the user and the Information Space, which is defined by the information providers. In this paper we d...
Article
Full-text available
A fundamental issue to improve the accessibility to information resources is how to efficiently deal with huge amount(s) of data. In this respect, ontology driven techniques are expected to improve the overlap between the Cognitive Space applied by the user and the Information Space, which is defined by the information providers. In this paper we d...
Conference Paper
Full-text available
The paper illustrates the research result of the application of semantic technology to ease the use and reuse of digital contents exposed as Linked Data on the web. It focuses on the specific issue of explorative research for the resource selection: a context dependent semantic similarity assessment is proposed in order to compare datasets annotate...
Article
Full-text available
The GIIDA project aims to develop a digital infrastructure for the spatial information within CNR. It is foreseen to use semantic-oriented technologies to ease information modeling and connecting, according to international standards like the ISO/IEC 11179. Complex information management systems, like GIIDA, will take benefit from the use of termin...
Conference Paper
Full-text available
The position paper aims at discussing the potential of exploiting linked data best practice to provide metadata documenting domain specific resources created through verbose acquisition-processing pipelines. It argues that resource selection, namely the process engaged to choose a set of resources suitable for a given analysis/design purpose, must...
Article
Full-text available
This paper deals with the semantic interpretation of information resources (e.g., images, videos, 3D models). We present a case study of an approach based on semantic and context dependent similarity applied to the industrial design. Different application contexts are considered and modelled to browse a repository of 3D digital objects according to...
Conference Paper
Full-text available
The GIIDA project aims to develop a digital infrastructure for the spatial information within CNR. It is foreseen to use semantic-oriented technologies to ease information modeling and connecting, according to international standards like the ISO/IEC 11179. Complex information management systems, like GIIDA, will take benefit from the use of termin...
Conference Paper
Full-text available
Landscape ecology is well-established as a theoretical basis for nature conservation. Spatial nature conservation data includes information such as the boundaries of protected sites, the distribution of species and the extent of habitats and biogeographical regions. Several factors have generated the need for interoperable, accessible and harmonise...
Conference Paper
Full-text available
In this paper we propose a powerful ontology driven method that eases the browsing of any repository of information resources described by an ontology: we provide a flexible semantic granularity method for the navigation of a repository according to different levels of abstraction, i.e. granularities. The granularity is explicitly parameterised acc...
Article
Full-text available
In this paper we propose an asymmetric semantic similarity among instances within an ontology. We aim to define a measurement of semantic similarity that exploit as much as possible the knowledge stored in the ontology taking into account different hints hidden in the ontology definition. The proposed similarity measurement considers different exis...
Conference Paper
Full-text available
This paper deals with the semantic interpretation of information resources (e.g., images, videos, 3D models). We present a case study of an approach based on semantic and context dependent similarity applied to the industrial design. Different application contexts are considered and modelled to browse a repository of 3D digital objects according to...
Conference Paper
Full-text available
The paper proposes a framework to assess the semantic similarity among instances within an ontology. It aims to define a sensitive measurement of semantic similarity, which takes into account different hints hidden in the ontology definition and explicitly considers the application context. The similarity measurement is computed by combining and ex...
Conference Paper
Full-text available
In this paper we describe a framework for the application of semantic granularities to the Semantic Web. Given a data source and an ontology formalizing qualities which describe the source, we define a dynamic granularity system for the navigation of the repository according to different levels of detail, i.e., granularities. Semantic granularities...
Conference Paper
The paper presents an approach based on visualization and ontology techniques to analyze large repository of geographic metadata: the aim of the metadata analysis is to support the search for expressive geographic resources. The approach is characterized by a visual reasoning to facilitate the navigation in an unfamiliar space of geographic metadat...
Conference Paper
Full-text available
The paper proposes a semantic-based approach to analyse geographic metadata during the information search activity. In particular, the analysis of categorical attributes of metadata is considered. Techniques and concepts of information visualisation and ontology are analysed and exploited to facilitate the navigation in unfamiliar spaces of geograp...
Conference Paper
Full-text available
The paper examines the potentialities offered by information visualization to improve information search in the semantic Web. In particular, the paper aims to investigate user problems in the information searching activity and to demonstrate that information visualization is effective to solve these problems even if it has not been yet properly ado...
Article
Full-text available
The paper focuses on data selection issue that characterises the process of geo-data access. We present an approach to analyse geographic metadata: it is based on the integration of visual exploration techniques, graphical interaction and an automatic data mining method -clustering. The proposed approach is the final result of a research activity p...
Conference Paper
Full-text available
Nowadays the importance of collecting and sharing geographical data is rapidly increasing. Spatial data infrastructures are arising to integrate geographic information services which allow to identify and access geographic information from a wide range of sources. The study of data access addresses different issues such as data delivering, data ret...
Article
Full-text available
The paper presents a visualization-based approach to explore large databases of geographic metadata. The aim of the data exploration is to search and acquire expressive geographic data to create a geographic information system. Metadata repositories which provide information about available geographic data exist on the web and are usually queried t...
Conference Paper
Full-text available
The paper describes a tool designed within the first stage of the European project INVISIP in order to explore geographical metadata in the site planning process. A visual data mining approach is applied to a database of geographical metadata to help the user find an optimal subset of the existing geographical datasets for his particular planning t...
Conference Paper
We present an experience of use of geographic information system (GIS) to visualise environmental information. Our experience suggests that digital terrain models may represent a common base to provide consistent information derived combining different data. Some considerations about the use of realistic visualisation (rendering) versus semantic re...
Article
Full-text available
The paper augments the results achieved in the research of Semantic Web technologies for semantic search application, underlining the importance of integrating Information Visualization into semantic web technologies. We present the results of a preliminary investigation of user needs in the activity of information search and an overview of the mos...
Article
Full-text available
In the recent Computer Science literature, contexts have been pro-posed mainly to formalize context dependent background knowledge. In this pa-per we discuss the importance of the application of contexts as explicit parameter-ization of methods exploiting the knowledge encoded in ontologies. We propose a context formalization suitable to improve th...

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