Title :
How Web News Media Impact Futures Market Price Linkage?
Author :
Nana Lin ; Jingwen Yuan ; Wei Xu ; Li Wei ; Xiaoning Wang
Author_Institution :
Sch. of Inf., Renmin Univ. of China, Beijing, China
Abstract :
This paper presents the media factor, which reflects the non-fundamentals of information. As taken gold futures as example, we focus on the analysis of futures market price linkage model based on web news media. Firstly, we define the media factor in three-dimensional vector, including news number index, news length index and pessimism index, and find that it has great impact on information transmission mechanism between COMEX and SHFE, through guiding investor future sentiment. We further find that the pessimistic emotion impact on investors more strongly, which consistent with theoretical of noise traders. Secondly, the media factor embodied by the U.S media has greater influence on SHFE than COMEX. However, Chinese media does not have an extensive influence around the world, but its influences on trading volume and returns in SHFE are significant. Finally, we found that the gold futures returns in COMEX have a certain influence on Chinese media factor.
Keywords :
commodity trading; information dissemination; information resources; pricing; COMEX; Chinese media factor; SHFE; US media; Web news media; futures market price linkage model; gold futures returns; information transmission mechanism; investor future sentiment; media factor; news length index; news number index; noise traders; pessimism index; three-dimensional vector; Educational institutions; Finance; Gold; Indexes; Information processing; Media; Vectors; Business intelligence; Market prediction; Media finance; Sentimentalanalysis; Web mining;
Conference_Titel :
Business Intelligence and Financial Engineering (BIFE), 2013 Sixth International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-4778-2
DOI :
10.1109/BIFE.2013.117