Observatorio de I+D+i UPM

Memorias de investigación
Ponencias en congresos:
A Big Linked Data Toolkit for Social Media Analysis and Visualization based on W3C Web Components
Año:2018
Áreas de investigación
  • Análisis de datos,
  • Ingenierías
Datos
Descripción
Social media generates a massive amount of data at a very fast pace. Objective information such as news, and subjective content such as opinions and emotions are intertwined and readily available. This data is very appealing from both a research and a commercial point of view, for applications such as public polling or marketing purposes. A complete understanding requires a combined view of information from different sources which are usually enriched (e.g .sentiment analysis) and visualized in a dashboard. In this work, we present a toolkit that tackles these issues on different levels: 1) to extract heterogeneous information, it provides independent data extractors and web scrapers; 2) data processing is done with in- dependent semantic analysis services that are easily deployed; 3) a con- figurable Big Data orchestrator controls the execution of extraction and processing tasks; 4) the end result is presented in a sensible and inter- active format with a modular visualization framework based on Web Components that connects to different sources such as SPARQL and ElasticSearch endpoints. Data workflows can be defined by connecting different extractors and analysis services. The different elements of this toolkit interoperate through a linked data principled approach and a set of common ontologies. To illustrate the usefulness of this toolkit, this work describes several use cases in which the toolkit has been success- fully applied.
Internacional
Si
Nombre congreso
On the Move to Meaningful Internet Systems. OTM 2018 Conferences. Part II
Tipo de participación
960
Lugar del congreso
La Valeta, Malta
Revisores
Si
ISBN o ISSN
978-3-030-02671-4
DOI
Fecha inicio congreso
22/10/2018
Fecha fin congreso
26/10/2018
Desde la página
498
Hasta la página
515
Título de las actas
On the Move to Meaningful Internet Systems. OTM 2018 Conferences
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Juan Fernando Sanchez Rada (UPM)
  • Autor: Alberto Pascual Saavedra (UPM)
  • Autor: Enrique Conde Sanchez (UPM)
  • Autor: Carlos Angel Iglesias Fernandez (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Sistemas Inteligentes
  • Departamento: Ingeniería de Sistemas Telemáticos
S2i 2021 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)