TY - JOUR
T1 - Weaving cognition into the internet-of-things
T2 - Application to water leaks
AU - Maamar, Zakaria
AU - Baker, Thar
AU - Faci, Noura
AU - Al-Khafajiy, Mohammed
AU - Ugljanin, Emir
AU - Atif, Yacine
AU - Sellami, Mohamed
N1 - Publisher Copyright:
© 2019 Elsevier B.V.
PY - 2019/4/17
Y1 - 2019/4/17
N2 - Despite the growing interest in the Internet-of-Things, many organizations remain reluctant to integrating things into their business processes. Different reasons justify this reluctance including things’ limited capabilities to act upon the cyber-physical surrounding in which they operate. To address this specific limitation, this paper examines thing empowerment with cognitive capabilities that would make them for instance, selective of the next business processes in which they would participate. The selection is based on things’ restrictions like limitedness and goals to achieve like improved reputation. For demonstration purposes, water leaks are used as a case study. A BPEL-based business process driving the fixing of water leaks is implemented involving different cognitive things like moisture sensor.
AB - Despite the growing interest in the Internet-of-Things, many organizations remain reluctant to integrating things into their business processes. Different reasons justify this reluctance including things’ limited capabilities to act upon the cyber-physical surrounding in which they operate. To address this specific limitation, this paper examines thing empowerment with cognitive capabilities that would make them for instance, selective of the next business processes in which they would participate. The selection is based on things’ restrictions like limitedness and goals to achieve like improved reputation. For demonstration purposes, water leaks are used as a case study. A BPEL-based business process driving the fixing of water leaks is implemented involving different cognitive things like moisture sensor.
KW - Business process
KW - Cognitive computing
KW - Internet of Things
KW - Water leak
UR - http://www.scopus.com/inward/record.url?scp=85064498686&partnerID=8YFLogxK
U2 - 10.1016/j.cogsys.2019.04.001
DO - 10.1016/j.cogsys.2019.04.001
M3 - Article
AN - SCOPUS:85064498686
VL - 56
SP - 233
EP - 245
JO - Cognitive Systems Research
JF - Cognitive Systems Research
ER -