DeepAI AI Chat
Log In Sign Up

RISeer: Inspecting the Status and Dynamics of Regional Industrial Structure via Visual Analytics

08/01/2022
by   Longfei Chen, et al.
ShanghaiTech University
0

Restructuring the regional industrial structure (RIS) has the potential to halt economic recession and achieve revitalization. Understanding the current status and dynamics of RIS will greatly assist in studying and evaluating the current industrial structure. Previous studies have focused on qualitative and quantitative research to rationalize RIS from a macroscopic perspective. Although recent studies have traced information at the industrial enterprise level to complement existing research from a micro perspective, the ambiguity of the underlying variables contributing to the industrial sector and its composition, the dynamic nature, and the large number of multivariant features of RIS records have obscured a deep and fine-grained understanding of RIS. To this end, we propose an interactive visualization system, RISeer, which is based on interpretable machine learning models and enhanced visualizations designed to identify the evolutionary patterns of the RIS and facilitate inter-regional inspection and comparison. Two case studies confirm the effectiveness of our approach, and feedback from experts indicates that RISeer helps them to gain a fine-grained understanding of the dynamics and evolution of the RIS.

READ FULL TEXT

page 4

page 6

page 7

page 8

page 9

05/15/2019

Computational Socioeconomics

Uncovering the structure of socioeconomic systems and timely estimation ...
09/18/2020

Industrial Topics in Urban Labor System

Categorization is an essential component for us to understand the world ...
06/28/2018

Quantitative analysis on the disparity of regional economic development in China and its evolution from 1952 to 2000

Domestic and foreign scholars have already done much research on regiona...
09/06/2021

End-to-end Neural Information Status Classification

Most previous studies on information status (IS) classification and brid...
04/01/2022

Generic Event Boundary Captioning: A Benchmark for Status Changes Understanding

Cognitive science has shown that humans perceive videos in terms of even...
05/28/2019

Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae

Embeddings are a fundamental component of many modern machine learning a...