SmartOntoSensor: Ontology for Semantic Interpretation of Smartphone Sensors Data for Context-Aware Applications
المؤلفون المشاركون
Ali, Shaukat
Khusro, Shah
Ullah, Irfan
Khan, Akif
Khan, Inayat
المصدر
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-26، 26ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-02-20
دولة النشر
مصر
عدد الصفحات
26
التخصصات الرئيسية
الملخص EN
The integration of cheap and powerful sensors in smartphones has enabled the emergence of several context-aware applications and frameworks.
However, the available smartphone context-aware frameworks are static because of using relational data models having predefined usage of sensory data.
Importantly, the frameworks lack the soft integration of new data types and relationships that appear with the emergence of new smartphone sensors.
Furthermore, sensors generate huge data that intensifies the problem of too much data and not enough knowledge.
Smarting of smartphone sensory data is essential for advanced analytical processing, integration, inferencing, and interpretation by context-aware applications.
In order to achieve this goal, novel smartphone sensors ontology is required for semantic modeling of smartphones and sensory data, which is the main contribution of this paper.
This paper presents SmartOntoSensor, a lightweight mid-level ontology that has been developed using NeOn methodology and Content Ontology Design pattern.
The ontology describes smartphone and sensors from different aspects including platforms, deployments, measurement capabilities and properties, observations, data fusion, and context modeling.
SmartOntoSensor has been developed using Protégé and evaluated using OntoQA, SPARQL, and experimental study.
The ontology is also tested by integrating into ModeChanger application that leverages SmartOntoSensor for automatic changing of smartphone modes according to the varying contexts.
We have obtained promising results that advocate for the improved ontological design and applications of SmartOntoSensor.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Ali, Shaukat& Khusro, Shah& Ullah, Irfan& Khan, Akif& Khan, Inayat. 2017. SmartOntoSensor: Ontology for Semantic Interpretation of Smartphone Sensors Data for Context-Aware Applications. Journal of Sensors،Vol. 2017, no. 2017, pp.1-26.
https://search.emarefa.net/detail/BIM-1187598
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Ali, Shaukat…[et al.]. SmartOntoSensor: Ontology for Semantic Interpretation of Smartphone Sensors Data for Context-Aware Applications. Journal of Sensors No. 2017 (2017), pp.1-26.
https://search.emarefa.net/detail/BIM-1187598
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Ali, Shaukat& Khusro, Shah& Ullah, Irfan& Khan, Akif& Khan, Inayat. SmartOntoSensor: Ontology for Semantic Interpretation of Smartphone Sensors Data for Context-Aware Applications. Journal of Sensors. 2017. Vol. 2017, no. 2017, pp.1-26.
https://search.emarefa.net/detail/BIM-1187598
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1187598
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر