CS Colloquium Series @ UCY
Department of Computer Science - University of Cyprus
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Colloquium: Size-l Object Summaries for Relational Keyword Search, Dr. George Fakas (Manchester Metropolitan University, UK), Friday, Mar. 30, 2012, 14:00-15:00 EET.
The Department of Computer Science at the University of Cyprus cordially invites you to the Colloquium entitled:
Size-l Object Summaries for Relational Keyword Search
Speaker: Dr. George Fakas |
Abstract:
A previously proposed keyword search paradigm produces, as a
query result, a ranked list of Object Summaries (OSs). An OS is a tree
structure of related tuples that summarizes all data held in a
relational database about a particular Data Subject (DS). However,
some of these OSs are very large in size and therefore unfriendly to
users that initially prefer synoptic information before proceeding to
more comprehensive information about a particular DS. We investigate
the effective and efficient retrieval of concise and informative OSs.
We argue that a good size-l OS should be a stand-alone and meaningful
synopsis of the most important information about the particular DS.
More precisely, we define a size-l OS as a partial OS composed of l
important nodes. More precisely, we propose size-l OS(t)s and size-l
OS(a)s that consist of l tuples and attributes respectively. For this
purpose, we propose an optimal dynamic programming algorithm (which
requires exponential time), two greedy algorithms and two
pre-processing algorithms. Experimental evaluation on DBLP, DBLP(M)
and TPC-H databases verifies the effectiveness and efficiency of our
approach.
Short Bio:
Georgios Fakas is a Senior Lecturer at the School of
Computing, Mathematics and Digital Technology (CMDT), Manchester
Metropolitan University. Before that, he worked as a Research
Associate at EPFL (Lausanne), Switzerland and at the University of
Cyprus, Cyprus. He obtained his Ph.D., M.Phil and B.Sc. in Computation
from the Department of Computation, UMIST, Manchester, UK. He was
awarded the “ERCIM” Fellowship and the “Hosting of Experienced
Researchers from Abroad” Fellowship from the Research Promotion
Foundation of Cyprus.
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