Presentation	2017-07-14 Proposal of the concept of connecting HIMOJI-ontologies by mutual information of texts, and its case study Xianbo Song, Tetsuya Morizumi, Hirotsugu Kinoshita,
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Abstract(in English)	This paper is linked to the theme of database creation of "HIMOJI data" which has been studied at Kanagawa University. However, we regard "HIMOJI" as a latent text that is not explicitly written in texts. In general, data handled on the Internet is shown as an engineering ontology: that organizes the concepts that points to data for sharing and reusing the resources, However, this ontological operation will trim down the latent texts of "HIMOJI" (or even in more general). That is, the following problem is stated: we would like to share the "HIMOJI" text with others and keep the latent strength. In this paper, we consider this problem based on the following four hypotheses: <"Meaning" fluctuates with "behavior">, , , . According to this hypotheses, text is decomposed corpus and caught as a word vector. Here, the concept of a program (word 2 vec) combining C. E. SHANNON's N-gram model and machine learning is used. In other words, we utilize the property that the inner product similarity among the words can be approximated to the mutual information capacity among the words, and an informative channel between ontologies can be generated. Furthermore, we present an attempt to evaluate the information channel between ontologies as an information theory.
Keyword(in Japanese)	(See Japanese page)
Keyword(in English)	HIMOJI / ontology / Gilles Deleuze / random variable / information theory / mutual information capacity / N-gram / word vector
Paper #	ISEC2017-26,SITE2017-18,ICSS2017-25,EMM2017-29
Date of Issue	2017-07-07 (ISEC, SITE, ICSS, EMM)

Conference Information
Committee	SITE / EMM / ISEC / ICSS / IPSJ-CSEC / IPSJ-SPT
Conference Date	2017/7/14(2days)
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Chair	Hitoshi Okada(NII) / Keiichi Iwamura(TUC) / Kazuto Ogawa(NHK) / Yoshiaki Shiraishi(Kobe Univ.)
Vice Chair	Tetsuya Morizumi(Kanagawa Univ.) / Masaru Ogawa(Kobe Gakuin Univ.) / Hirohisa Hioki(Kyoto Univ.) / Minoru Kuribayashi(Okayama Univ.) / Atsushi Fujioka(Kanagawa Univ.) / Shiho Moriai(NICT) / Takeshi Ueda(Mitsubishi Electric) / Hiroki Takakura(NII)
Secretary	Tetsuya Morizumi(Gifu Shotoku Gakuen Univ.) / Masaru Ogawa(Tokyo Univ. of the Arts) / Hirohisa Hioki(Shizuoka Univ.) / Minoru Kuribayashi(Tokyo Metropolitan Univ.) / Atsushi Fujioka(Tohoku Univ.) / Shiho Moriai(Tokai Univ.) / Takeshi Ueda(Yokohama National Univ.) / Hiroki Takakura(NTT)
Assistant	Akiyoshi Kabeya(Chiba Univ.) / Hisanori Kato(KDDI) / Kan Hyonho(NIT, Tokyo) / Harumi Murata(Tyukyo Univ.) / Keita Emura(NICT) / Yuichi Komano(TOSHIBA) / Yuuji Suga(IIJ) / Takahiro Kasama(NICT) / Akira Yamada(KDDI labs.)

Paper Information
Registration To	Technical Committee on Social Implications of Technology and Information Ethics / Technical Committee on Enriched MultiMedia / Technical Committee on Information Security / Technical Committee on Information and Communication System Security / Special Interest Group on Computer Security / Special Interest Group on Security Psychology and Trust
Language	JPN
Title (in Japanese)	(See Japanese page)
Sub Title (in Japanese)	(See Japanese page)
Title (in English)	Proposal of the concept of connecting HIMOJI-ontologies by mutual information of texts, and its case study
Sub Title (in English)	In the case to see latent texts as random variables
Keyword(1)	HIMOJI
Keyword(2)	ontology
Keyword(3)	Gilles Deleuze
Keyword(4)	random variable
Keyword(5)	information theory
Keyword(6)	mutual information capacity
Keyword(7)	N-gram
Keyword(8)	word vector
1st Author's Name	Xianbo Song
1st Author's Affiliation	Kanagawa University(Kanagawa Univ.)
2nd Author's Name	Tetsuya Morizumi
2nd Author's Affiliation	Kanagawa University(Kanagawa Univ.)
3rd Author's Name	Hirotsugu Kinoshita
3rd Author's Affiliation	Kanagawa University(Kanagawa Univ.)
Date	2017-07-14
Paper #	ISEC2017-26,SITE2017-18,ICSS2017-25,EMM2017-29
Volume (vol)	vol.117
Number (no)	ISEC-125,SITE-126,ICSS-127,EMM-128
Page	pp.pp.135-140(ISEC), pp.135-140(SITE), pp.135-140(ICSS), pp.135-140(EMM),
#Pages	6
Date of Issue	2017-07-07 (ISEC, SITE, ICSS, EMM)