Situation-awareness is the key to enabling intelligent IoT applications. Situation reasoning is used to aggregate multiple contextual information from physical and social sensors using reasoning methods, and convert them into useful high-level knowledge, i.e. situational intelligence.
There has been many attempts to empower IoT applications with situation-awareness but there is a lack of studies that deal with key challenges including: heterogeneity of IoT data, uncertainty of IoT environments, and accuracy of situation inference. Additionally, identifying situation transitions that could be highly important to a group of IoT applications is significantly under-researched.
This research aims to address the above-mentioned research gaps. It aims to investigate, classify and compare situation reasoning methods, and enhance them with capabilities to deal with different types of data (e.g. sensory data, text data and images), incorporate fuzziness of real world situations, and enable representation and inference of situation transitions. The outcome will be an online situation-awareness system for simulation and testing of situations in IoT applications.
Similar Positions
-
Identity And Access Management Lead, Victoria University, Australia, 18 days ago
Job Description Manage the digital identity and access lifecycle ensuring it aligns with the University’s IAM strategy, continuously seeking opportunities to improve IAM capabilities. Ensure relia...
-
Content Marketing Producer, International, Deakin University, Australia, about 7 hours ago
Apply now Job no:554133 Work type:Full-time Location:Flexible, Melbourne - Burwood Categories:Marketing and Communications Flexible location Full-time and fixed-term until June 2025 HEW 6 $89,012 ...
-
Strategy Implementation Manager, University of Melbourne, Australia, about 14 hours ago
Job no: 0062342 Location: Parkville Role type: Full-time; Fixed-term for 2 years Department: Office of Provost Salary: UOM 8 – $115,137 – $124,622 p.a. plus 17% super Enable strategic initiatives ...
-
Research Officer Or Research Fellow, Multi Species Malaria Modelling, La Trobe University, Australia, 1 day ago
Full-Time, Fixed-Term opportunity (2 years) Research Only Based at La Trobe University’s Melbourne, Bundoora campus About the position The Research Officer or Research Fellow, funded through a Nat...
-
Dairy Assistant (Dookie Campus), University of Melbourne, Australia, about 14 hours ago
Job no: 0045255 Location: Dookie Role type: Full-time; Fixed-term for 12 months Faculty: Faculty of Science Department/School: School of Agriculture, Food and Ecosystem Sciences Salary: UOM 5 – $7...
-
Manager, Wmep, Victoria University, Australia, about 21 hours ago
Job Description Lead a team of teachers and professionals to ensure the quality delivery of our WMEP Program Make a positive impact on the lives of our students This position is located at our Foo...