Exploring groups of opinion spam using sentiment analysis guided by nominated topics

Jiandun Li, Pin Lv, Wei Xiao, Liu Yang, Pengpeng Zhang

Abstract: Highlights•This is the first study using platform-offered aspects for spam detection.•This is also the first study to address Chinese reviews for aspect-oriented fraud labelling.•Cross-platform reviews are integrated for spam group clustering.•We achieve high performance in spam clustering.