Survey
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
582728160 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) Impacted* Intended purpose of document:* Decision Discussion Information Other <specify> Decision requested or recommendation:* Template Version:23 February 2015 (Dot not modify) oneM2M Notice The document to which this cover statement is attached is submitted to oneM2M. Participation in, or attendance at, any activity of oneM2M, constitutes acceptance of and agreement to be bound by terms of the Working Procedures and the Partnership Agreement, including the Intellectual Property Rights (IPR) Principles Governing oneM2M Work found in Annex 1 of the Partnership Agreement. © 2015 oneM2M Partners Page 1 (of 3) 582728160 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 Page 2 (of 3) 582728160 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 Page 3 (of 3)