NDLI: Emotion sense ontology to avoid human error on Autonomous Decentralized Multi-Layered Cache system

Content Provider	IEEE Xplore Digital Library
Author	Takahashi, Hironao Malik, Khalid Mahmood Takahashi, Rikyo Mori, Kinji
Copyright Year	2013
Description	Author affiliation: Department of Applied Informatics, Faculty of Science and Engineering, HOSEI University Tokyo, Japan (Takahashi, Rikyo) \|\| DTS Inc, DaiichiJisho-Ueno Building 5F, 3-39-5 Higashiueno, Taitou-ku, Tokyo 110-0015 Japan (Takahashi, Hironao; Malik, Khalid Mahmood) \|\| Waseda University, Green Computing System Research Organization 27 Waseda, Shinjuku, Tokyo, 162-0042, Japan (Mori, Kinji)
Abstract	In the control of operation of the machinery and equipment of vehicles human error by operator makes accidents and disasters. In information technology system, there are also some accidents to system failure and data lost by the human error by operator. It is one of big issue for assurance system. To avoid human error by operator, emotion sense evaluation by Ontology rule is proposed. We configure this approach on Autonomous Decentralized Multi-Layered Cache system (ADMLC). We selected Galvanic Skin Response (GSR) value as the factor of human emotion for each operator. We try to sense operator unstable emotion by GSR value then request other operator to check whether his command order is true or not. We evaluated GSR value of nine operators by a week. Each operator has different GSR value and it is depending on person and environment. The analyzing method, Ontology rule is utilized in this proposal. Its rule engine always records the GSR value for ontology rule engine. The dynamic value of GSR shows operator's emotion in real time. Ontology rule engine decision makes the result of GSR value using the historical data. The result of emotion sense accuracy shows more than 90 % by evaluation. By the Ontology emotion sense rule engine on ADMLC system, it shows as one of possibility of method to avoid the system failure or data lost by the human error.
Starting Page	1
Ending Page	6
File Size	350548
Page Count	6
File Format	PDF
ISBN	9781467350693
e-ISBN	9781467350709
DOI	10.1109/ISADS.2013.6513401
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-03-06
Publisher Place	Mexico
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Ontologies Engines Databases Sensors Accuracy Decision making Skin ADMLC Human error GSR Ontology
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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