论文标题
复杂 - IT：基于案例的建模和方案模拟平台，用于社会查询
COMPLEX-IT: A Case-Based Modeling and Scenario Simulation Platform for Social Inquiry
论文作者
论文摘要
Complex-it是一个基于病例的混合方法平台，用于对复杂数据/系统进行社会询问，旨在增加对计算社会科学工具的非专家访问（即集群分析，人工智能，数据可视化，数据预测和场景模拟）。特别是，复杂的IT有助于社会调查，尽管强烈强调研究了所研究的复杂数据/系统，这是通过（a）识别和预测主要和次要群集/趋势的方法； （b）可视化他们复杂的因果关系； （c）模拟潜在干预措施的方案。 Complex-IT可以通过网络访问，也可以在本地运行，并由R和闪亮的Web框架提供动力。
COMPLEX-IT is a case-based, mixed-methods platform for social inquiry into complex data/systems, designed to increase non-expert access to the tools of computational social science (i.e., cluster analysis, artificial intelligence, data visualization, data forecasting, and scenario simulation). In particular, COMPLEX-IT aids social inquiry though a heavy emphasis on learning about the complex data/system under study, which it does by (a) identifying and forecasting major and minor clusters/trends; (b) visualizing their complex causality; and (c) simulating scenarios for potential interventions. COMPLEX-IT is accessible through the web or can be run locally and is powered by R and the Shiny web framework.
