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Conditioningset StatementaboutM,D Degreeof Interoperability,P(D)
Z= /0 d-connected, i.e. M,D are dependent, see
equations3,4 P(D=1)=P(M=Mop)
Z={P} d-connected, i.e. conditioning on the dis-
patcher keeps M,D dependent, see equa-
tions3,4 P(D=1)=P(M=Mop)
Z={Mâ˛} d-separated, M,D are independent, MⲠde-
termines interoperability, seeequation5 P(D=1 |Mâ˛=R,M)=1
Z={P,Mâ˛} d-separated, i.e. conditioning on the dis-
patcher has no effect, ifMⲠâZ.M andD
remain independent, seeequation5 P(D=1 |Mâ˛=R,M)=1
Table2. Summaryofd-separationanalysis tomeasure thedegreeof interoperability
Asanext stepweplan toextend the relationsourcausalmodel spansacrossvarious
message processing components.Apromising tool to apply is the do()-calculus. It en-
ablesqueriesoncausalmodels andallowsus toquantify interoperablebehavior inmore
detail.
References
[1] A.Al-Fuqaha,M.Guizani,M.Mohammadi,M.Aledhari,andM.Ayyash,âInternetofThings:ASurvey
onEnablingTechnologies,Protocols, andApplications,â IEEECommunicationsSurveysandTutorials,
vol. 17,pp.2347â2376, June2015.
[2] D.Miorandi, S. Sicari, F. D. Pellegrini, and I. Chlamtac, âInternet of things:Vision, applications and
researchchallenges,âAdHocNetworks, vol. 10,pp.1497â1516,April 2012.
[3] M.Noura,M.Atiquzzaman, andM.Gaedke, âInteroperability in Internet of Things: Taxonomies and
OpenChallenges,âMobileNetworksandApplications, July2018.
[4] A.Gluhak, S.Krco,M.Nati,D. PďŹsterer,N.Mitton, andT.RazaďŹndralambo, âASurveyonFacilities
for Experimental Internet of ThingsResearch,â IEEECommunicationsMagazine, vol. 49, pp. 58â67,
November2011.
[5] B. Ahlgren,M. Hidell, and E. C.-H. Ngai, âInternet of Things for Smart Cities: Interoperability and
OpenData,â IEEEInternetComputing, vol. 20,pp.52â56,December2016.
[6] V.Peristeras andK.A.Tarabanis, âTheConnection,Communication,Consolidation,Collaboration In-
teroperability Framework (C4IF) For Information Systems Interoperability,â IBIS, vol. 1, pp. 61â72,
2006.
[7] G.Hatzivasilis, I.G.Askoxylakis,G.Alexandris,D.Anicic,A.Bro¨ring,V.Kulkarni,K.Fysarakis, and
G.Spanoudakis, âTheInteroperabilityofThings: Interoperable solutionsasanenabler for IoTandWeb
3.0,â in23rdIEEEInternationalWorkshoponComputerAidedModelingandDesignofCommunication
LinksandNetworks,CAMAD2018,Barcelona,Spain, pp.1â7,September2018.
[8] N. Ide and J. Pustejovsky, âWhatDoes InteroperabilityMean ,Anyway?TowardanOperationalDeďŹ-
nitionof Interoperability forLanguageTechnology,â2010.
[9] âIEEEStandardComputerDictionary:ACompilation of IEEEStandardComputerGlossaries,â IEEE
Std610, pp.1â217, Jan1991.
[10] N.L.Tsilas, âOpenInnovationandInteroperability,â inOpeningstandards:Theglobalpoliticsof inter-
operability (L.DeNardis, ed.), pp.97â117,Cambridge,MA,USA:MITPress, 2011.
[11] NATO,âNATOC3TechnicalArchitectureNC3TA),â tech. rep., 2003.
[12] D.P.BrutzmanandA.Tolk, âJSBcomposability andwebservices interoperabilityvia extensiblemod-
eling&simulation framework (XMSF) andmodel driven architecture (MDA),âProceedings of SPIE -
The InternationalSociety forOpticalEngineering, 082004.
[13] IDABC,âEuropean InteroperabilityFramework,â tech. rep., 2004.
[14] B.Medjahed, SemanticWebEnabledComposition ofWeb Services. PhD thesis, Virginia Polytechnic
Institute,FallsChurch,2004.
[15] J.Pearl,M.Glymour, andN. Jewell,Causal Inference inStatistics:APrimer. Wiley,2016.
S. Kotstein and C. Decker /AnApproach for Measuring IoT Interoperability 179
Intelligent Environments 2019
Workshop Proceedings of the 15th International Conference on Intelligent Environments
- Title
- Intelligent Environments 2019
- Subtitle
- Workshop Proceedings of the 15th International Conference on Intelligent Environments
- Authors
- AndrĂŠs MuĂąoz
- Sofia Ouhbi
- Wolfgang Minker
- Loubna Echabbi
- Miguel Navarro-CĂa
- Publisher
- IOS Press BV
- Date
- 2019
- Language
- German
- License
- CC BY-NC 4.0
- ISBN
- 978-1-61499-983-6
- Size
- 16.0 x 24.0 cm
- Pages
- 416
- Category
- Tagungsbände