TY - JOUR
T1 - V4RIN
T2 - visual analysis of regional industry network with domain knowledge
AU - Xiong, Wenli
AU - Yu, Chenjie
AU - Shi, Chen
AU - Zheng, Yaxuan
AU - Wang, Xiping
AU - Hu, Yanpeng
AU - Yin, Hong
AU - Li, Chenhui
AU - Wang, Changbo
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/12
Y1 - 2024/12
N2 - The regional industry network (RIN) is a type of financial network derived from industry networks that possess the capability to describe the connections between specific industries within a particular region. For most investors and financial analysts lacking extensive experience, the decision-support information provided by industry networks may be too vague. Conversely, RINs express more detailed and specific industry connections both within and outside the region. As RIN analysis is domain-specific and current financial network analysis tools are designed for generalized analytical tasks and cannot be directly applied to RINs, new visual analysis approaches are needed to enhance information exploration efficiency. In this study, we collaborated with domain experts and proposed V4RIN, an interactive visualization analysis system that integrates predefined domain knowledge and data processing methods to support users in uploading custom data. Through multiple views in the system panel, users can comprehensively explore the structure, geographical distribution, and spatiotemporal variations of the RIN. Two case studies were conducted and a set of expert interviews with five domain experts to validate the usability and reliability of our system.
AB - The regional industry network (RIN) is a type of financial network derived from industry networks that possess the capability to describe the connections between specific industries within a particular region. For most investors and financial analysts lacking extensive experience, the decision-support information provided by industry networks may be too vague. Conversely, RINs express more detailed and specific industry connections both within and outside the region. As RIN analysis is domain-specific and current financial network analysis tools are designed for generalized analytical tasks and cannot be directly applied to RINs, new visual analysis approaches are needed to enhance information exploration efficiency. In this study, we collaborated with domain experts and proposed V4RIN, an interactive visualization analysis system that integrates predefined domain knowledge and data processing methods to support users in uploading custom data. Through multiple views in the system panel, users can comprehensively explore the structure, geographical distribution, and spatiotemporal variations of the RIN. Two case studies were conducted and a set of expert interviews with five domain experts to validate the usability and reliability of our system.
KW - Regional industry analysis
KW - Visual analytics
KW - Visualization
KW - Visualization in finance
UR - https://www.scopus.com/pages/publications/85193357461
U2 - 10.1186/s42492-024-00164-9
DO - 10.1186/s42492-024-00164-9
M3 - 文章
AN - SCOPUS:85193357461
SN - 2096-496X
VL - 7
JO - Visual Computing for Industry, Biomedicine, and Art
JF - Visual Computing for Industry, Biomedicine, and Art
IS - 1
M1 - 11
ER -