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Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/37086

Title: SABINE: A multi-purpose dataset of semantically-annotated social content
Authors: Castano, Silvana
Ferrara, Alfio
Gallinucci, Enrico
Golfarelli, Matteo
Montanelli, Stefano
Mosca, Lorenzo
Rizzi, Stefano
Vaccari, Cristian
Keywords: Dataset
Social technologies
Sentiment analysis
Text analysis
Issue Date: 2018
Publisher: © Springer Nature
Citation: CASTANO, S. ... et al, 2018. SABINE: A multi-purpose dataset of semantically-annotated social content. IN: Vrandecic, D. ... et al (eds). The Semantic Web – ISWC 2018, International Semantic Web Conference, Monterey, CA, USA, 8-12 October 2018, pp.70-85.
Series/Report no.: Lecture Notes in Computer Science;11137
Abstract: Social Business Intelligence (SBI) is the discipline that combines corporate data with social content to let decision makers analyze the trends perceived from the environment. SBI poses research challenges in several areas, such as IR, data mining, and NLP; unfortunately, SBI research is often restrained by the lack of publicly-available, real-world data for experimenting approaches, and by the difficulties in determining a ground truth. To fill this gap we present SABINE, a modular dataset in the domain of European politics. SABINE includes 6 millions bilingual clips crawled from 50 000 web sources, each associated with metadata and sentiment scores; an ontology with 400 topics, their occurrences in the clips, and their mapping to DBpedia; two multidimensional cubes for analyzing and aggregating sentiment and semantic occurrences. We also propose a set of research challenges that can be addressed using SABINE; remarkably, the presence of an expert-validated ground truth ensures the possibility of testing approaches to the whole SBI process as well as to each single task.
Description: This paper is closed access until 18 September 2019.
Sponsor: Supported by the Italian Ministry of Education “Future in Research 2012” initiative (code RBFR12BKZH) for the project “Building Inclusive Societies and a Global Europe Online: Political Information and Participation on Social Media in Comparative Perspective” (www.webpoleu.net).
Version: Accepted for publication
DOI: 10.1007/978-3-030-00668-6_5
URI: https://dspace.lboro.ac.uk/2134/37086
Publisher Link: https://doi.org/10.1007/978-3-030-00668-6_5
ISBN: 9783030006679
ISSN: 0302-9743
Appears in Collections:Closed Access (Communication, Media, Social and Policy Studies)

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