Presentation 2010-11-19
Characteristics and Behaviors of Humans in Hop-by-Hop Information Propagation over Social Networks
Yoshinori TAKATA, Ryoichi SHINKUMA, Naoki YOSHINAGA, Satoko ITAYA, Shinichi DOI, Keiji YAMADA, Tatsuro TAKAHASHI,
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Abstract(in English) Human characters are important in understanding human behaviors in information distribution on social networks. To analyze how the characters of people affect their behaviors there, we have developed a social experiment, in which we observed communication logs of people in five communities and surveyed their characters using questionnaires. In this paper, we first review our mathematical model and our social experiment system. Then, we explain our observation from the multiple correspondence analysis. The result tells us that the dominant factors in information distribution on social networks are the psychological cost people feel when they react to received information and the utility they feel when they receive comments from the forwarders who are their friends. Moreover, we observed that people tend to forward information to their friends who are expected to feel small psychological cost to react the received information or large utility for feed forward comments from their friends.
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Keyword(in English) Hop-by-hop information propagation / Social networks / Incentive reward allocation / Receivers' reactions / Multiple Correspondence Analysis
Paper # CQ2010-62
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Committee CQ
Conference Date 2010/11/11(1days)
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Registration To Communication Quality (CQ)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Characteristics and Behaviors of Humans in Hop-by-Hop Information Propagation over Social Networks
Sub Title (in English)
Keyword(1) Hop-by-hop information propagation
Keyword(2) Social networks
Keyword(3) Incentive reward allocation
Keyword(4) Receivers' reactions
Keyword(5) Multiple Correspondence Analysis
1st Author's Name Yoshinori TAKATA
1st Author's Affiliation Graduate School of Informatics, Kyoto University()
2nd Author's Name Ryoichi SHINKUMA
2nd Author's Affiliation Graduate School of Informatics, Kyoto University
3rd Author's Name Naoki YOSHINAGA
3rd Author's Affiliation NEC C&C Innovation Research Laboratories, Japan
4th Author's Name Satoko ITAYA
4th Author's Affiliation NEC C&C Innovation Research Laboratories, Japan
5th Author's Name Shinichi DOI
5th Author's Affiliation NEC C&C Innovation Research Laboratories, Japan
6th Author's Name Keiji YAMADA
6th Author's Affiliation NEC C&C Innovation Research Laboratories, Japan
7th Author's Name Tatsuro TAKAHASHI
7th Author's Affiliation Graduate School of Informatics, Kyoto University
Date 2010-11-19
Paper # CQ2010-62
Volume (vol) vol.110
Number (no) 287
Page pp.pp.-
#Pages 6
Date of Issue