Invention Grant
- Patent Title: System, a data structure for controlling the system, and a method for updating the data structure
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Application No.: US14376082Application Date: 2012-02-22
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Publication No.: US10783130B2Publication Date: 2020-09-22
- Inventor: Minna Hellstrom , Mikko Lonnfors , Eki Monni , Istvan Beszteri , Mikko Terho , Leo Karkkainen
- Applicant: Minna Hellstrom , Mikko Lonnfors , Eki Monni , Istvan Beszteri , Mikko Terho , Leo Karkkainen
- Applicant Address: FI Espoo
- Assignee: NOKIA TECHNOLOGIES OY
- Current Assignee: NOKIA TECHNOLOGIES OY
- Current Assignee Address: FI Espoo
- Agency: Alston & Bird LLP
- International Application: PCT/FI2012/050182 WO 20120222
- International Announcement: WO2013/124523 WO 20130829
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/22 ; G06Q10/06 ; G06F16/335 ; H04M19/04 ; H04M1/725 ; G06F40/274 ; G06F40/284

Abstract:
Co-occurrence data representing e.g. preferences and facts observed in a plurality of situations may be stored in a matrix as combinations of high-dimensional sparse vectors. The matrix may be called e.g. as an experience matrix. The data stored in the experience matrix may be subsequently utilized e.g. for predicting a preference of a user in a new situation. Co-occurrence data may be stored in the experience matrix may be updated by a method comprising determining a first word based on a state of a system and/or based on a physical quantity detected by a sensor, forming a first word group comprising the first word and a second word, associating the first word and the second word with a common sparse vector, associating the first word words with a first vector of a matrix, associating the second word with a second vector of the matrix, modifying the first vector of the matrix by adding contribution of the common sparse vector to the first vector of the matrix, and modifying the second vector of the matrix by adding contribution of the common sparse vector to the second vector of the matrix.
Public/Granted literature
- US20150081746A1 System, A Data Structure for Controlling the System, and A Method for Updating the Data Structure Public/Granted day:2015-03-19
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