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Title:
INFORMATION PROCESSING DEVICE, POTENTIAL FEATURE AMOUNT CALCULATION METHOD AND PROGRAM
Document Type and Number:
Japanese Patent JP2012108738
Kind Code:
A
Abstract:

To provide means for calculating a potential feature amount in which a tendency of a user regarding how to give an expression is considered.

An information processing device expresses a variable c representing a user cluster with a random variable following a distribution different by each user, expresses a variable y representing a topic on content items with a random variable following a distribution different by each content, expresses a variable x representing an expression cluster with a random variable following a distribution different by each combination of a user cluster and a topic, calculates, based on a probability model in which a variable a representing an expression of a user is expressed with a random variable following a distribution different by each expression cluster, a parameter included in the probability model using a combination of a feature amount of content and an expression given as learning data, and calculates an attribution degree of a user to a user cluster and an attribution degree of an expression to an expression cluster using the parameter.


Inventors:
TATENO HIROSHI
Application Number:
JP2010257241A
Publication Date:
June 07, 2012
Filing Date:
November 17, 2010
Export Citation:
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Assignee:
SONY CORP
International Classes:
G06F17/30
Domestic Patent References:
JP2009157907A2009-07-16
JP2010237864A2010-10-21
JP2010108265A2010-05-13
JP2009157907A2009-07-16
JP2010237864A2010-10-21
JP2010108265A2010-05-13
Foreign References:
US20090144226A12009-06-04
WO2007066607A12007-06-14
US20090144226A12009-06-04
WO2007066607A12007-06-14
Other References:
JPN6014026255; 古賀 裕之 他: '潜在トピックに着目したTwitter上のユーザ推薦システムの構築' ヒューマンインタフェースシンポジウム2010  論文集 No.3243, 20100910, pp.867-872., ヒューマンインタフェース学会
CSNJ201310057175; 古賀 裕之 他: '潜在トピックに着目したTwitter上のユーザ推薦システムの構築' ヒューマンインタフェースシンポジウム2010  論文集 No.3243, 20100910, pp.867-872., ヒューマンインタフェース学会
JPN6014026255; 古賀 裕之 他: '潜在トピックに着目したTwitter上のユーザ推薦システムの構築' ヒューマンインタフェースシンポジウム2010  論文集 No.3243, 20100910, pp.867-872., ヒューマンインタフェース学会
Attorney, Agent or Firm:
Miaki Kametani
Tetsuo Kanamoto
Koji Hagiwara
Kazuki Matsumoto