TY - GEN
T1 - Social, structured and semantic search
AU - Bonaque, Raphaël
AU - Goasdoué, François
AU - Cautis, Bogdan
AU - Manolescu, Loana
N1 - Publisher Copyright:
© 2016, Copyright is with the authors.
PY - 2016/1/1
Y1 - 2016/1/1
N2 - Social content such as blogs, tweets, news etc. is a rich source of interconnected information. We identify a set of requirements for the meaningful exploitation of such rich content, and present a new data model, called S3, which is the first to satisfy them. S3 captures social relationships between users, and between users and content, but also the structure present in rich social content, as well as its semantics. We provide the first top-κ keyword search algorithm taking into account the social, structured, and semantic dimensions and formally establish its termination and correctness. Experiments on real social networks demonstrate the efficiency and qualitative advantage of our algorithm through the joint exploitation of the social, structured, and semantic dimensions of S3.
AB - Social content such as blogs, tweets, news etc. is a rich source of interconnected information. We identify a set of requirements for the meaningful exploitation of such rich content, and present a new data model, called S3, which is the first to satisfy them. S3 captures social relationships between users, and between users and content, but also the structure present in rich social content, as well as its semantics. We provide the first top-κ keyword search algorithm taking into account the social, structured, and semantic dimensions and formally establish its termination and correctness. Experiments on real social networks demonstrate the efficiency and qualitative advantage of our algorithm through the joint exploitation of the social, structured, and semantic dimensions of S3.
U2 - 10.5441/002/edbt.2016.06
DO - 10.5441/002/edbt.2016.06
M3 - Conference contribution
AN - SCOPUS:85029742184
T3 - Advances in Database Technology - EDBT
SP - 29
EP - 40
BT - Advances in Database Technology - EDBT 2016
A2 - Manolescu, Ioana
A2 - Pitoura, Evaggelia
A2 - Marian, Amelie
A2 - Maabout, Sofian
A2 - Tanca, Letizia
A2 - Koutrika, Georgia
A2 - Stefanidis, Kostas
PB - OpenProceedings.org
T2 - 19th International Conference on Extending Database Technology, EDBT 2016
Y2 - 15 March 2016 through 18 March 2016
ER -