TY - GEN
T1 - Event detection over continuous data stream for the sustainable growth in agriculture context
AU - Sivagnanasundaram, Janagan
AU - Ginige, Athula
AU - Goonetillake, Jeevani
PY - 2018
Y1 - 2018
N2 - The coordination failure is a concept that explains the failure of people to coordinate and act on a real-world problem properly. The failure of coordination among human communities can lead to social problems in many domains including in transportation, health care, disaster management, agriculture etc. and ultimately affects the sustainable growth of a country as a whole. The recent advancements in Information and Communication Technologies (ICT) have introduced a new trend called Collaborative Consumption - the peer-to-peer based coordination and sharing of information through online by human communities has been expected to solve these social problems identified in the above domains. The tremendous adaptation of people towards ICTs ultimately resulted in huge, fast-moving and heterogeneous data contributed by people in a collaborative manner. In here, most of these data describe real-time events associated with the people based on their context. The way of coordinating user communities to contribute data, detecting events from it and effective delivery of required information to needful parties would be a possible solution to overcome the coordination problem. In this paper, the result of a systematic literature review is performed to understand the current state of the event detection methods used in information systems. Furthermore, we have proposed a user centered mobile based information system that assists the detection of pest outbreak events in agriculture domain for an effective and timely delivery of actionable information to farmers.
AB - The coordination failure is a concept that explains the failure of people to coordinate and act on a real-world problem properly. The failure of coordination among human communities can lead to social problems in many domains including in transportation, health care, disaster management, agriculture etc. and ultimately affects the sustainable growth of a country as a whole. The recent advancements in Information and Communication Technologies (ICT) have introduced a new trend called Collaborative Consumption - the peer-to-peer based coordination and sharing of information through online by human communities has been expected to solve these social problems identified in the above domains. The tremendous adaptation of people towards ICTs ultimately resulted in huge, fast-moving and heterogeneous data contributed by people in a collaborative manner. In here, most of these data describe real-time events associated with the people based on their context. The way of coordinating user communities to contribute data, detecting events from it and effective delivery of required information to needful parties would be a possible solution to overcome the coordination problem. In this paper, the result of a systematic literature review is performed to understand the current state of the event detection methods used in information systems. Furthermore, we have proposed a user centered mobile based information system that assists the detection of pest outbreak events in agriculture domain for an effective and timely delivery of actionable information to farmers.
KW - control
KW - emergency management
KW - management information systems
KW - pests
KW - problem solving
KW - social media
KW - sustainable agriculture
UR - http://handle.westernsydney.edu.au:8081/1959.7/uws:51375
U2 - 10.1007/978-3-319-95162-1_39
DO - 10.1007/978-3-319-95162-1_39
M3 - Conference Paper
SN - 9783319951614
SP - 575
EP - 588
BT - Proceedings, Part I: Computational Science and Its Applications - ICCSA 2018, 18th International Conference, Melbourne, VIC, Australia, July 2-5, 2018
PB - Springer
T2 - International Conference on Computational Science and its Applications
Y2 - 2 July 2018
ER -