000 | 04398nam a22005895i 4500 | ||
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001 | 978-3-319-90769-7 | ||
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007 | cr nn 008mamaa | ||
008 | 180720s2019 sz | s |||| 0|eng d | ||
020 |
_a9783319907697 _9978-3-319-90769-7 |
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024 | 7 |
_a10.1007/978-3-319-90769-7 _2doi |
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050 | 4 | _aQA76.9.D343 | |
072 | 7 |
_aUNF _2bicssc |
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_aUYQE _2bicssc |
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_a006.312 _223 |
100 | 1 |
_aUzun, Abdulbaki. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _943348 |
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245 | 1 | 0 |
_aSemantic Modeling and Enrichment of Mobile and WiFi Network Data _h[electronic resource] / _cby Abdulbaki Uzun. |
250 | _a1st ed. 2019. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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300 |
_aXXVIII, 211 p. 70 illus., 45 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aT-Labs Series in Telecommunication Services, _x2192-2829 |
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505 | 0 | _aIntroduction -- Basics and RelatedWork -- Requirements -- Semantic Enrichment of Mobile andWiFi Network Data -- Interlinking Diverse Context Sources with Network Topology Data -- OpenMobileNetwork – A Platform for Providing Semantically Enriched Network Data -- Context-aware Services based on Semantically Enriched Mobile and WiFi Network Data -- Service Demonstrators -- Crowdsourced Network Data Estimation Quality -- Applicability of Services -- Conclusion and Future Outlook. | |
520 | _aThis book discusses the fusion of mobile and WiFi network data with semantic technologies and diverse context sources for offering semantically enriched context-aware services in the telecommunications domain. It presents the OpenMobileNetwork as a platform for providing estimated and semantically enriched mobile and WiFi network topology data using the principles of Linked Data. This platform is based on the OpenMobileNetwork Ontology consisting of a set of network context ontology facets that describe mobile network cells as well as WiFi access points from a topological perspective and geographically relate their coverage areas to other context sources. The book also introduces Linked Crowdsourced Data and its corresponding Context Data Cloud Ontology, which is a crowdsourced dataset combining static location data with dynamic context information. Linked Crowdsourced Data supports the OpenMobileNetwork by providing the necessary context data richness for more sophisticated semantically enriched context-aware services. Various application scenarios and proof of concept services as well as two separate evaluations are part of the book. As the usability of the provided services closely depends on the quality of the approximated network topologies, it compares the estimated positions for mobile network cells within the OpenMobileNetwork to a small set of real-world cell positions. The results prove that context-aware services based on the OpenMobileNetwork rely on a solid and accurate network topology dataset. The book also evaluates the performance of the exemplary Semantic Tracking as well as Semantic Geocoding services, verifying the applicability and added value of semantically enriched mobile and WiFi network data. | ||
650 | 0 |
_aData mining. _93907 |
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650 | 0 |
_aTelecommunication. _910437 |
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650 | 0 |
_aQuantitative research. _94633 |
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650 | 0 |
_aElectronic digital computers—Evaluation. _932046 |
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650 | 1 | 4 |
_aData Mining and Knowledge Discovery. _943349 |
650 | 2 | 4 |
_aCommunications Engineering, Networks. _931570 |
650 | 2 | 4 |
_aData Analysis and Big Data. _943350 |
650 | 2 | 4 |
_aSystem Performance and Evaluation. _932047 |
710 | 2 |
_aSpringerLink (Online service) _943351 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319907680 |
776 | 0 | 8 |
_iPrinted edition: _z9783319907703 |
776 | 0 | 8 |
_iPrinted edition: _z9783030080952 |
830 | 0 |
_aT-Labs Series in Telecommunication Services, _x2192-2829 _943352 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-90769-7 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cEBK | ||
999 |
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