Journal article Open Access

Proactive and reactive context reasoning architecture for smart web services

Nawel Sekkal; Sidi Mohamed Benslimane; Michael Mrissa; Cheol Young Park; Boudjemaa Boudaa


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nam##2200000uu#4500</leader>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">smart web service</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">the web of things</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">context reasoning</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">proactive</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">reactive</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">multi-entity Bayesian networks</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">MEBNs</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">PR-OWL</subfield>
  </datafield>
  <controlfield tag="005">20200513202037.0</controlfield>
  <controlfield tag="001">3816600</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">LabRI-SBA Lab, Ecole Superieure en Informatique</subfield>
    <subfield code="a">Sidi Mohamed Benslimane</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">InnoRenew CoE; Faculty of Mathematics, Natural Sciences and Information Technology, University of Primorska</subfield>
    <subfield code="a">Michael Mrissa</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">The C4I and Cyber Center, George Mason University</subfield>
    <subfield code="a">Cheol Young Park</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Département d'Informatique, Université Ibn Khaldoun</subfield>
    <subfield code="a">Boudjemaa Boudaa</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">682868</subfield>
    <subfield code="z">md5:3fec17e99c20df5a9da301846ee441b2</subfield>
    <subfield code="u">https://zenodo.org/record/3816600/files/proactive.pdf</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2020-03-03</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire</subfield>
    <subfield code="p">user-innorenew</subfield>
    <subfield code="o">oai:zenodo.org:3816600</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="4">
    <subfield code="v">12</subfield>
    <subfield code="p">International Journal of Data Mining, Modelling and Management</subfield>
    <subfield code="n">1</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">LabRI-SBA Lab, Ecole Superieure en Informatique</subfield>
    <subfield code="a">Nawel Sekkal</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Proactive and reactive context reasoning architecture for smart web services</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-innorenew</subfield>
  </datafield>
  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="c">739574</subfield>
    <subfield code="a">Renewable materials and healthy environments research and innovation centre of excellence</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;The web of things (WoT) uses web technologies to connect embedded objects to each other and to deliver services to stakeholders. The context of these interactions (situation) is a key source of information which can be sometimes uncertain. In this paper, we focus on the development of intelligent web services. The main requirements for intelligent service are to deal with context diversity, semantic context representation and the capacity to reason with uncertain information. From this perspective, we propose a framework for intelligent services to deal with various contexts, to reactively respond to real-time situations and proactively predict future situations. For the semantic representation of context, we use PR-OWL, a probabilistic ontology based on multi-entity Bayesian networks. PR-OWL is flexible enough to represent complex and uncertain contexts. We validate our framework with an intelligent plant watering use case to show its reasoning capabilities.&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.1504/IJDMMM.2020.105609</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="q">alternateidentifier</subfield>
    <subfield code="a">1759-1163</subfield>
    <subfield code="2">issn</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">publication</subfield>
    <subfield code="b">article</subfield>
  </datafield>
</record>
69
31
views
downloads
Views 69
Downloads 31
Data volume 21.2 MB
Unique views 62
Unique downloads 27

Share

Cite as