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Hikaru Yamamoto

dblp:75/1554 · DBLP profile ↗
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6ranked-venue papers
1as first author
0since 2021 · last 2010
0009-0001-3425-8806ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Databases, data management, data science and information retrieval · 6 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 5 · 1 first-authorHuman-computer interaction and ubiquitous computing · 4 · 1 first-authorArtificial intelligence and machine learning · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Databases, data mining, and information retrieval
1 paper
Web and social media mining · 100%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Computational social science and digital humanities · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Web and social media mining
online social networks
0.112009
Community gravity: measuring bidirectional effects by trust and rating on online social networks · WWW 2009
Web and social media mining › trust assessment
user trust modeling
0.112009
Community gravity: measuring bidirectional effects by trust and rating on online social networks · WWW 2009
Computational social science and digital humanities › marketing
consumer behavior
0.012009
Community gravity: measuring bidirectional effects by trust and rating on online social networks · WWW 2009

Methods — techniques the papers use, named apart from their topics

theoretical model · 0.2bidirectional effect analysis · 0.2
YearPublicationVenuePosition
2010 Monetary Value of Customer Networks in Mobile Social Networking Services
Naohiro Matsumura, Hikaru Yamamoto
ICWSM2
2009 Optimal Heterophily for Word-of-Mouth Diffusion
Hikaru Yamamoto, Naohiro Matsumura
ICWSM1
2009 Community gravity: measuring bidirectional effects by trust and rating on online social networks
abstract
Several attempts have been made to analyze customer behavior on online E-commerce sites. Some studies particularly emphasize the social networks of customers. Users' reviews and ratings of a product exert effects on other consumers' purchasing behavior. Whether a user refers to other users' ratings depends on the trust accorded by a user to the reviewer. On the other hand, the trust that is felt by a user for another user correlates with the similarity of two users' ratings. This bidirectional interaction that involves trust and rating is an important aspect of understanding consumer behavior in online communities because it suggests clustering of similar users and the evolution of strong communities. This paper presents a theoretical model along with analyses of an actual online E-commerce site. We analyzed a large community site in Japan: @cosme. The noteworthy characteristics of @cosme are that users can bookmark their trusted users; in addition, they can post their own ratings of products, which facilitates our analyses of the ratings' bidirectional effects on trust and ratings. We describe an overview of the data in @cosme, analyses of effects from trust to rating and vice versa, and our proposition of a measure of community gravity, which measures how strongly a user might be attracted to a community. Our study is based on the @cosme dataset in addition to the Epinions dataset. It elucidates important insights and proposes a potentially important measure for mining online social networks.
Yutaka Matsuo, Hikaru Yamamoto
WWW2
2008 Finding Influencers and Consumer Insights in the Blogosphere
Naohiro Matsumura, Hikaru Yamamoto, Daisuke Tomozawa
ICWSM2
2007 Diffusion of Recommendation through a Trust Network
Yutaka Matsuo, Hikaru Yamamoto
ICWSM2
2007 Generating Social Network Features for Link-Based Classification
Jun Karamon, Yutaka Matsuo, Hikaru Yamamoto, Mitsuru Ishizuka
PKDD3