Die Dozenten der Informatik-Institute der Technischen Universität
Braunschweig laden im Rahmen des Informatik-Kolloquiums zu folgendem
Vortrag ein.
Prof. Sozo Inoue, Assoc. Prof., Kyushu Inst. Tech.:
Recent research about nursing activity sensing and medical data mining
Beginn: 09.09.2016, 15:00 Uhr
Ort: TU Braunschweig, Informatikzentrum, Mühlenpfordtstrße 23,
1. OG, Hörsaal M 161
Webseite: http://www.ibr.cs.tu-bs.de/cal/kolloq/2016-09-09-inoue.html
Kontakt: Prof. Dr. Reinhold Haux
In this talk, we firstly introduce our work where we proposed for
recognizing whole day activities using prior knowledge, and applied
the method for real nursing sensor dataset we have collected. Then, we
introduce the method for predicting near future of nurses by integrating
nurse activity data, location data, and medical records. For both works,
we independently collected real and open nursing datasets with 2 weeks of
accelerometers and training labels from 22 nurses for the former work,
and nurse activity, location, medical payment, and nursing needs data
from 35 nurses and 96 patients for 40 days for the latter work.
Short Bio.:
Sozo INOUE is an associate professor in Kyushu Institute of Technology,
Japan. His research interests include human activity recognition with
smart phones, and healthcare application of web/pervasive/ubiquitous
systems. Currently he is working on verification studies in real field
applications, and collecting and providing a large-scale open dataset
for activity recognition. Inoue has a Ph.D of Engineering from Kyushu
University in 2003. After completion of his degree, he was appointed as an
assistant professor in the Faculty of Information Science and Electrical
Engineering at the Kyushu University, Japan. He then moved to the Research
Department at the Kyushu University Library in 2006. Since 2009, he
is appointed as an associate professor in the Faculty of Engineering at
Kyushu Institute of Technology, Japan. Meanwhile, he was a guest professor
in Kyushu University, and a visiting professor at Karlsruhe Institute
of Technology, Germany, in 2014. He is a member of the IEEE Computer
Society, the ACM, the Information Processing Society of Japan (IPSJ),
the Institute of Electronics, Information and Communication Engineers
(IEICE), the Japan Society for Fuzzy Theory and Intelligent Informatics,
the Japan Association for Medical Informatics (JAMI), and the Database
Society of Japan (DBSJ).
