Interactive Path Query Specification on Graph Databases

Angela Bonifati 1, 2, 3 Radu Ciucanu 4, 2, * Aurélien Lemay 2
* Auteur correspondant
1 BD - Base de Données
LIRIS - Laboratoire d'InfoRmatique en Image et Systèmes d'information
2 LINKS - Linking Dynamic Data
CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189, Inria Lille - Nord Europe
Abstract : Graph databases are becoming pervasive in several application scenarios such as the Semantic Web, social and biological networks, and geographical databases, to name a few. However, specifying a graph query is a cumbersome task for non-expert users because graph databases (i) are usually of large size hence difficult to visualize and (ii) do not carry proper metadata as there is no clear distinction between the instances and the schemas. We present GPS, a system for interactive path query specification on graph databases, which assists the user to specify path queries defined by regular expressions. The user is interactively asked to visualize small fragments of the graph and to label nodes of interest as positive or negative, depending on whether or not she would like the nodes as part of the query result. After each interaction, the system prunes the uninformative nodes i.e., those that do not add any information about the user's goal query. Thus, the system also guides the user to specify her goal query with a minimal number of interactions.
Type de document :
Communication dans un congrès
31ème Conférence sur la Gestion de Données - Principes, Technologies et Applications - BDA 2015, Sep 2015, Île de Porquerolles, France. 〈http://bda2015.univ-tln.fr/〉
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https://hal.inria.fr/hal-01187975
Contributeur : Radu Ciucanu <>
Soumis le : vendredi 28 août 2015 - 11:45:28
Dernière modification le : mardi 3 juillet 2018 - 11:32:26

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  • HAL Id : hal-01187975, version 1

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Angela Bonifati, Radu Ciucanu, Aurélien Lemay. Interactive Path Query Specification on Graph Databases. 31ème Conférence sur la Gestion de Données - Principes, Technologies et Applications - BDA 2015, Sep 2015, Île de Porquerolles, France. 〈http://bda2015.univ-tln.fr/〉. 〈hal-01187975〉

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