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Studying the use and effect of graph decomposition in qualitative spatial and temporal reasoning
We survey the use and effect of decomposition-based techniques in qualitative spatial and temporal constraint-based reasoning, and clarify the notions of a tree decomposition, a chordal graph, and a partitioning graph, and their implication with a particular constraint property that has been extensi...
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Published in: | Knowledge engineering review 2017, Vol.32, Article e4 |
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creator | Sioutis, Michael Salhi, Yakoub Condotta, Jean-François |
description | We survey the use and effect of decomposition-based techniques in qualitative
spatial and temporal constraint-based reasoning, and clarify the notions of a
tree decomposition, a chordal graph, and a partitioning graph, and their
implication with a particular constraint property that has been extensively used
in the literature, namely, patchwork. As a consequence, we prove that a recently
proposed decomposition-based approach that was presented in the study by
Nikolaou and Koubarakis for checking the satisfiability of qualitative spatial
constraint networks lacks soundness. Therefore, the approach becomes quite
controversial as it does not seem to offer any technical advance at all, while
results of an experimental evaluation of it in a following work presented in the
study by Sioutis become questionable. Finally, we present a particular tree
decomposition that is based on the biconnected components of the constraint
graph of a given large network, and show that it allows for cost-free
utilization of parallelism for a qualitative constraint language that has
patchwork for satisfiable atomic networks. |
doi_str_mv | 10.1017/S026988891600014X |
format | article |
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spatial and temporal constraint-based reasoning, and clarify the notions of a
tree decomposition, a chordal graph, and a partitioning graph, and their
implication with a particular constraint property that has been extensively used
in the literature, namely, patchwork. As a consequence, we prove that a recently
proposed decomposition-based approach that was presented in the study by
Nikolaou and Koubarakis for checking the satisfiability of qualitative spatial
constraint networks lacks soundness. Therefore, the approach becomes quite
controversial as it does not seem to offer any technical advance at all, while
results of an experimental evaluation of it in a following work presented in the
study by Sioutis become questionable. Finally, we present a particular tree
decomposition that is based on the biconnected components of the constraint
graph of a given large network, and show that it allows for cost-free
utilization of parallelism for a qualitative constraint language that has
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spatial and temporal constraint-based reasoning, and clarify the notions of a
tree decomposition, a chordal graph, and a partitioning graph, and their
implication with a particular constraint property that has been extensively used
in the literature, namely, patchwork. As a consequence, we prove that a recently
proposed decomposition-based approach that was presented in the study by
Nikolaou and Koubarakis for checking the satisfiability of qualitative spatial
constraint networks lacks soundness. Therefore, the approach becomes quite
controversial as it does not seem to offer any technical advance at all, while
results of an experimental evaluation of it in a following work presented in the
study by Sioutis become questionable. Finally, we present a particular tree
decomposition that is based on the biconnected components of the constraint
graph of a given large network, and show that it allows for cost-free
utilization of parallelism for a qualitative constraint language that has
patchwork for satisfiable atomic networks.</description><subject>Algebra</subject><subject>Artificial Intelligence</subject><subject>Computer Science</subject><subject>Decomposition</subject><subject>Language</subject><subject>Temporal logic</subject><issn>0269-8889</issn><issn>1469-8005</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>M0C</sourceid><recordid>eNp1kM1LAzEQxYMoWD_-AG8BTx5WZ_YzOUpRKxQ8VMHbms0mbaTdbJOs4H9v1hYRxNMw837vMTxCLhCuEbC6WUBacsYYxxIAMH89IBPMS54wgOKQTEY5GfVjcuL9e0QyhGxC3hZhaD9Nt6RhpejgFRVdS5XWSgZqNV060a9oq6Td9NabYGxHTUe3g1ibIIL5UNT3cYr1tzGoiLm4OCW87WLuGTnSYu3V-X6ekpf7u-fpLJk_PTxOb-eJzAoMiZQFCs0gYykTWDZYiqZqoGgazXQhWcslR5FLhkWlGc-0hBYa1eS5rnhepdkpudrlrsS67p3ZCPdZW2Hq2e28Hm-QQlnxNP3AyF7u2N7Z7aB8qN_t4Lr4Xo2sKoBVHItI4Y6SznrvlP6JRajH0us_pUdPtveITeNMu1S_ov91fQHQ_oQ_</recordid><startdate>2017</startdate><enddate>2017</enddate><creator>Sioutis, Michael</creator><creator>Salhi, Yakoub</creator><creator>Condotta, Jean-François</creator><general>Cambridge University Press</general><general>Cambridge University Press (CUP)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SC</scope><scope>7TB</scope><scope>7WY</scope><scope>7WZ</scope><scope>7XB</scope><scope>87Z</scope><scope>88I</scope><scope>8AL</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FRNLG</scope><scope>F~G</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K60</scope><scope>K6~</scope><scope>K7-</scope><scope>KR7</scope><scope>L.-</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>M0C</scope><scope>M0N</scope><scope>M2P</scope><scope>P5Z</scope><scope>P62</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0001-7562-2443</orcidid><orcidid>https://orcid.org/0000-0003-0100-4428</orcidid><orcidid>https://orcid.org/0000-0002-7321-7855</orcidid></search><sort><creationdate>2017</creationdate><title>Studying the use and effect of graph decomposition in qualitative spatial and temporal reasoning</title><author>Sioutis, Michael ; 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spatial and temporal constraint-based reasoning, and clarify the notions of a
tree decomposition, a chordal graph, and a partitioning graph, and their
implication with a particular constraint property that has been extensively used
in the literature, namely, patchwork. As a consequence, we prove that a recently
proposed decomposition-based approach that was presented in the study by
Nikolaou and Koubarakis for checking the satisfiability of qualitative spatial
constraint networks lacks soundness. Therefore, the approach becomes quite
controversial as it does not seem to offer any technical advance at all, while
results of an experimental evaluation of it in a following work presented in the
study by Sioutis become questionable. Finally, we present a particular tree
decomposition that is based on the biconnected components of the constraint
graph of a given large network, and show that it allows for cost-free
utilization of parallelism for a qualitative constraint language that has
patchwork for satisfiable atomic networks.</abstract><cop>Cambridge, UK</cop><pub>Cambridge University Press</pub><doi>10.1017/S026988891600014X</doi><tpages>24</tpages><orcidid>https://orcid.org/0000-0001-7562-2443</orcidid><orcidid>https://orcid.org/0000-0003-0100-4428</orcidid><orcidid>https://orcid.org/0000-0002-7321-7855</orcidid></addata></record> |
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subjects | Algebra Artificial Intelligence Computer Science Decomposition Language Temporal logic |
title | Studying the use and effect of graph decomposition in qualitative spatial and temporal reasoning |
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