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Table 1 Major quantification approaches for measuring domain-based trust related to different online social networks

From: Time-aware domain-based social influence prediction

Data source

Contribution

Quantification approach

Advogato

[40]

Graph-based

Dianpin

[69]

Machine learning

Douban

[68]

Machine learning

Epinions

[40, 42, 48]

Graph-based

Facebook

[41]

Graph-based

FilmTrust

[40]

Graph-based

Flickr

[30, 33, 61]

Similarity-based; influencer retrieval

IBM connections

[52]

Graph-based

Internet movie database

[60]

Sentiment analysis

LinkedIn

[41]

Graph-based

MEDLINE®

[34]

Similarity-based

MySpace

[41]

Graph-based

Pinterest

[47]

Graph-based

RenRen

[38]

Similarity-based

Skyrock

[30]

Similarity-based

Tencent Weibo

[30]

Similarity-based

Twitter

[12, 30,31,32, 39, 46, 49, 51, 53,54,55,56,57,58, 63,64,65,66,67]

Similarity-based; graph-based; sentiment analysis; influencer retrieval; machine learning

Weibo

[30]

Similarity-based

Wikipedia

[59]

Sentiment analysis

Yahoo! answers

[35]

Similarity-based

Yammer

[52]

Graph-based

Yelp

[48, 68, 69]

Graph-based; machine learning

YouKu

[38]

Similarity-based

YouTube

[62]

Influencer retrieval