Download REQ-2016-0049-Data_mining,_pattern_recognition - FTP

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I N P UT C O NT RI B U T I ON
U S E C A SE
Use Case Title:*
Group Name:*
Source:*
Contact:
Date:*
Abstract:*
Use Case Data mining, pattern recognition
WG1
Orange
Maciej Goluch, Orange, [email protected]
Patricia Martigne, Orange, [email protected]
Gregory Bonnardel, Orange
2016-07-07
Proposition of use case for data mining, pattern recognition and
future value prediction
Agenda Item:*
Work item(s):
Document(s)
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document:*
Decision
Discussion
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Other <specify>
Decision requested or
recommendation:*
Template Version:23 February 2015 (Dot not modify)
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© 2015 oneM2M Partners
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1.1 Data mining, pattern recognition, future value prediction
1.1.1 Description
Data mining, pattern recognition and future value prediction are all a kind of data exploration. Pattern
recognition allows to adjust user environment to his needs (increase temperature when user is coming back
to home). On other case pattern recognition could allows to detect unusual situation, especially in case of
old people (if someone wakeup always on 9 am and there is no motion at this time maybe something goes
wrong). Analysies of previous values could allows to predict future value of some variable (e.g. to predict
state of devices, systems or wheather conditions)
1.1.2 Source
Orange, ETSI
1.1.3 Actors
1.1.4 Pre-conditions
1.1.5 Triggers
1.1.6 Normal Flow
1.1.7 Alternative flow
1.1.8 Post-conditions
1.1.9 High Level Illustration
© 2015 oneM2M Partners
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1.1.10 Potential requirements
<One or more possible requirements associated with this use case, as applicable, e.g.:
1. Some element in oneM2M architecture should store historic DataPoint values in the tree (in the
Container/TimeSeries of the DataPoint).
2. Creation a specification of database in oneM2M
© 2015 oneM2M Partners
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