Managing information in the case of opinion spamming

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

The rapid innovation of information and communication technology (ICT) within the last decades has come along with the development of new opportunities and challenges, new business models, new systems, etc. Companies like Amazon, Google or Alibaba shape business functions and percolate our daily life. Business operations go hand in hand with new types of user experiences when buying goes different than just traditional ways. Often it is not only the buying behavior but also the way recommendations are perceived as they may be readily available. This relates to opinion mining and, unfortunately, opinion spamming. We survey the issue of opinion spamming and fake review detection and focus on both sides of fake review groups, i.e., how to detect such groups but also how to set up a group that might be undetected with current methods. As both directions go hand in hand we elaborate on learning in both directions with the aim to improve related methods.

OriginalspracheEnglisch
TitelDesign, User Experience, and Usability. Interaction Design - 9th International Conference, DUXU 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Proceedings
HerausgeberAaron Marcus, Elizabeth Rosenzweig
Anzahl der Seiten15
ErscheinungsortCham
VerlagSpringer
Datum08.2020
Seiten370-384
ISBN (Print)9783030497125
ISBN (elektronisch)978-3-030-49713-2
DOIs
PublikationsstatusErschienen - 08.2020
Veranstaltung9th International Conference on Design, User Experience, and Usability, DUXU 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020 - Copenhagen, Dänemark
Dauer: 19.07.202024.07.2020
Konferenznummer: 9
http://2020.hci.international/duxu.html

DOI