Presentation 2006-01-20
Viewing Interval Estimation for Personal Preference Acquisition in TV Viewing Environment
Hiroaki TANIMOTO, Naoko NITTA, Noboru BABAGUCHI,
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Abstract(in English) The importance of information services considering personal preferences is increasing. Personal preferences need to be prepared beforehand to realize such services. We propose a system for automatically acquiring personal preferences from TV viewers' behaviors. Considering "when" a user is watching TV is highly related to the user's preferences, we focus on estimating the time interval during which a pre-registerd user is watching TV. In this paper, we firstly explain the outline of the user preference acquisition system, and then, describe the proposed viewing interval estimation method. Experimental results showed a precision rate of 97.1% and a recall rate of 70.6% for viewing interval estimation.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Personalization / Personal Preference / Eigenface / Person Identification / Viewing Interval Estimation
Paper # PRMU2005-151,HIP2005-121
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Committee PRMU
Conference Date 2006/1/13(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Viewing Interval Estimation for Personal Preference Acquisition in TV Viewing Environment
Sub Title (in English)
Keyword(1) Personalization
Keyword(2) Personal Preference
Keyword(3) Eigenface
Keyword(4) Person Identification
Keyword(5) Viewing Interval Estimation
1st Author's Name Hiroaki TANIMOTO
1st Author's Affiliation Graduate School of Engineering, Osaka University()
2nd Author's Name Naoko NITTA
2nd Author's Affiliation Graduate School of Engineering, Osaka University
3rd Author's Name Noboru BABAGUCHI
3rd Author's Affiliation Graduate School of Engineering, Osaka University
Date 2006-01-20
Paper # PRMU2005-151,HIP2005-121
Volume (vol) vol.105
Number (no) 534
Page pp.pp.-
#Pages 6
Date of Issue