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A linked data driven visual interface for the multi-perspective exploration of data across repositories

  • Gengchen Mai
  • , Krzysztof Janowicz
  • , Yingjie Hu
  • , Grant McKenzie
  • University of California at Santa Barbara
  • University of Tennessee

Research output: Contribution to journalConference articlepeer-review

11 Scopus citations

Abstract

As more data from heterogeneous sources become available, interfaces that support the federated exploration of these data are gaining importance to uncover relations between entities across multiple sources. Instead of explicit queries, visual interfaces enable a follow-your-nose style of exploration by which a user can seamlessly navigate between entities from different data sources. This requires an alignment of the ontologies used by said sources as well as the coreference resolution of entities across them. Together with Semantic Web technologies, the Linked Data paradigm provides the technological foundations to address these challenges. Nonetheless, the majority of work studies these components in isolation, focusing either on the alignment, coreference resolution, or visualization. Some interesting aspects, however, only arise when all puzzle pieces are in place. Two of these aspects are the seamless transitions between visualization and interaction paradigms as well as the combination of entity and type queries. In this work, we present a multi-perspective visual interface that enables the seamless exploration of major scientific geo-data sources that contain millions of RDF triples.

Original languageEnglish
Pages (from-to)93-101
Number of pages9
JournalCEUR Workshop Proceedings
Volume1704
StatePublished - 2016
Event2nd International Workshop on Visualization and Interaction for Ontologies and Linked Data, VOILA 2016 - Kobe, Japan
Duration: Oct 17 2016 → …

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