Data integration in agent based modelling
نویسندگان
چکیده
We describe a framework, SMUSA, for developing scenarios in a networked business environment using agent based modelling. The framework is usable by anybody with domain expertise, but requiring no programming knowledge. By developing the specification details in XML, the framework integrates smoothly with data mining tools for parameterising customer preferences and identifying opportunities and threats. A key requirement of successful agent based modelling is the incorporation of real data. The interface to data warehouses and other resources, we achieve through the universal interchange format, XML. We describe a simple example of financial services in rural areas using RePast as the ABM software engine.
منابع مشابه
Method integration: An approach to develop agent oriented methodologies
Agent oriented software engineering (AOSE) is an emerging field in computer science and proposes some systematic ideas for multi agent systems analysis, implementation and maintenance. Despite the various methodologies introduced in the agent-oriented software engineering, the main challenges are defects in different aspects of methodologies. According to the defects resulted from weaknesses ...
متن کاملThe potential of agent-based modelling for verification of people trajectories based on smartphone sensor data
In this paper the potential of smartphone sensor data for verification of people trajectories derived from airborne remote sensing data are investigated and discussed based on simulated test recordings in the city of Osnabrueck, Germany. For this purpose, the airborne imagery is simulated by images taken from a high building with a typical single lens reflex camera. The smartphone data required...
متن کاملSpatio-temporal agent based simulation of COVID-19 disease and investigating the effect of vaccination (case study: Urmia)
Proper management of epidemic diseases such as Covid-19 is very important because of its effects on the economy, culture and society of nations. By applying various control strategies such as closing schools, restricting night traffic and mass vaccination program, the spread of this disease has been somewhat controlled but not completely stopped. The main goal of this research is to provide a f...
متن کاملThe Integration of Agent-Based Modelling and Geographical Information for Geospatial Simulation
A.J. Heppenstall et al. (eds.), Agent-Based Models of Geographical Systems, DOI 10.1007/978-90-481-8927-4_12, © Springer Science+Business Media B.V. 2012 Abstract Within this chapter we focus on the integration of Geographical Information System (GIS) and Agent-based modelling (ABM) and review a selection of toolkits which allow for such integration. Moreover, we identify current capabilities o...
متن کاملThe Global Financial Crisis, Economic Integration and China’s Exports: A Causal and Predictive Analysis
Recent strong growth of China’s exports has elevated the country to a rising global economic power and caused geo-political concern to policy-makers in the country and its trading partners world-wide. What are the determinants of this growth, how has it affected major economies in ASEAN (World Bank, 2009) in particular, and what kind of evidence-based responses are required and appropriate? The...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2001