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Shahan Khatchadourian

dblp:93/5508 · DBLP profile ↗
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3ranked-venue papers
1as first author
0since 2021 · last 2015
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Databases, data management, data science and information retrieval · 3 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
2 papers
Graph data management · 72% Data models and query languages · 14% Query processing and optimization · 11%

Topics — the 3 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Graph data management
graph summarization
0.212015
S+EPPs: Construct and Explore Bisimulation Summaries, plus Optimize Navigational Queries; all on Existing SPARQL Systems · Proc. VLDB Endow. 2015
Graph data management › graph query
navigational query
0.212015
S+EPPs: Construct and Explore Bisimulation Summaries, plus Optimize Navigational Queries; all on Existing SPARQL Systems · Proc. VLDB Endow. 2015
Query processing and optimization
query rewriting
0.112015
S+EPPs: Construct and Explore Bisimulation Summaries, plus Optimize Navigational Queries; all on Existing SPARQL Systems · Proc. VLDB Endow. 2015

Methods — techniques the papers use, named apart from their topics

parallel bisimulation algorithm · 0.2graph analytics platform · 0.2visual interaction · 0.1bisimilarity-based summarization · 0.1
YearPublicationVenuePosition
2015 S+EPPs: Construct and Explore Bisimulation Summaries, plus Optimize Navigational Queries; all on Existing SPARQL Systems
abstract
We demonstrate S+EPPs, a system that provides fast construction of bisimulation summaries using graph analytics platforms, and then enhances existing SPARQL engines to support summary-based exploration and navigational query optimization. The construction component adds a novel optimization to a parallel bisimulation algorithm implemented on a multi-core graph processing framework. We show that for several large, disk resident, real world graphs, full summary construction can be completed in roughly the same time as the data load. The query translation component supports Extended Property Paths (EPPs), an enhancement of SPARQL 1.1 property paths that can express a significantly larger class of navigational queries. EPPs are implemented via rewritings into a widely used SPARQL subset. The optimization component can (transparently to users) translate EPPs defined on instance graphs into EPPs that take advantage of bisimulation summaries. S+EPPs combines the query and optimization translations to enable summary-based optimization of graph traversal queries on top of off-the-shelf SPARQL processors. The demonstration showcases the construction of bisimulation summaries of graphs (ranging from millions to billions of edges), together with the exploration benefits and the navigational query speedups obtained by leveraging summaries stored alongside the original datasets.
Mariano P. Consens, Valeria Fionda, Shahan Khatchadourian, Giuseppe Pirrò
Proc. VLDB Endow.3
2010 ExpLOD: Summary-Based Exploration of Interlinking and RDF Usage in the Linked Open Data Cloud
Shahan Khatchadourian, Mariano P. Consens
ESWC (2)1
2008 DescribeX: Interacting with AxPRE Summaries
abstract
DescribeX is a visual, interactive tool for exploring the underlying structure of an XML collection. DescribeX implements a framework for creating XML summaries described using axis path regular expressions (abbreviated AxPRE). AxPRE's capture all the bisimilarity-based proposals in the summary literature and they can be used to define new and more expressive summaries. This demonstration shows how DescribeX helps to analyze diverse XML collections in one particular scenario: the analysis of protein-protein interaction XML data from multiple providers that conform to the PSI-MI schema.
Mir Sadek Ali, Mariano P. Consens, Shahan Khatchadourian, Flavio Rizzolo
ICDE3