Aggregation Methods in the Wisdom of Crowds: A Literature Review
Proceeding of The 12th Conference on Information Technology and It's Applications (CITA 2023); pp: 78-87.
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Vietnam-Korea University of Information and Communication Technology
2023
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oai:elib.vku.udn.vn:123456789-26972023-09-25T08:10:19Z Aggregation Methods in the Wisdom of Crowds: A Literature Review Nguyen, Thanh Trung Truong, Hai Bang Wisdom of Crowd Aggregation methods Arithmetic average Geometric average Weighted average Proceeding of The 12th Conference on Information Technology and It's Applications (CITA 2023); pp: 78-87. The phenomenon of the Wisdom of Crowd has been observed in several problem domains where the collective opinions of groups tend to be more accurate than those of individuals. In this context, the aggregation of individual opinions is a crucial factor that determines the success of unleashing the wisdom of the crowd. This paper aims to conduct a literature review on various aggregation methods employed in recent researches. We found that despite the increasing number of studies that deal with large and intricate datasets, conventional aggregation methods such as arithmetic, geometric, weighted aggregation, and mode continue to be widely used in the field of Wisdom of Crowds. 2023-09-25T07:55:19Z 2023-09-25T07:55:19Z 2023-06 Working Paper 978-604-80-8083-9 http://elib.vku.udn.vn/handle/123456789/2697 en CITA; application/pdf Vietnam-Korea University of Information and Communication Technology |
| institution |
Trường Đại học Công nghệ Thông tin và Truyền thông Việt Hàn - Đại học Đà Nẵng |
| collection |
DSpace |
| language |
English |
| topic |
Wisdom of Crowd Aggregation methods Arithmetic average Geometric average Weighted average |
| spellingShingle |
Wisdom of Crowd Aggregation methods Arithmetic average Geometric average Weighted average Nguyen, Thanh Trung Truong, Hai Bang Aggregation Methods in the Wisdom of Crowds: A Literature Review |
| description |
Proceeding of The 12th Conference on Information Technology and It's Applications (CITA 2023); pp: 78-87. |
| format |
Working Paper |
| author |
Nguyen, Thanh Trung Truong, Hai Bang |
| author_facet |
Nguyen, Thanh Trung Truong, Hai Bang |
| author_sort |
Nguyen, Thanh Trung |
| title |
Aggregation Methods in the Wisdom of Crowds: A Literature Review |
| title_short |
Aggregation Methods in the Wisdom of Crowds: A Literature Review |
| title_full |
Aggregation Methods in the Wisdom of Crowds: A Literature Review |
| title_fullStr |
Aggregation Methods in the Wisdom of Crowds: A Literature Review |
| title_full_unstemmed |
Aggregation Methods in the Wisdom of Crowds: A Literature Review |
| title_sort |
aggregation methods in the wisdom of crowds: a literature review |
| publisher |
Vietnam-Korea University of Information and Communication Technology |
| publishDate |
2023 |
| url |
http://elib.vku.udn.vn/handle/123456789/2697 |
| _version_ |
1849202249696280576 |