From KISS to KIDS - An 'Anti-simplistic' Modelling Approach
نویسندگان
چکیده
A new approach is suggested under the slogan “Keep it Descriptive Stupid” (KIDS) that encapsulates a trend in increasingly descriptive agentbased social simulation. The KIDS approach entails one starts with the simulation model that relates to the target phenomena in the most straightforward way possible, taking into account the widest possible range of evidence, including anecdotal accounts and expert opinion. Simplification is only applied if and when the model and evidence justify this. This contrasts sharply with the KISS approach where one starts with the simplest possible model and only moves to a more complex one if forced to. An example multiagent simulation of domestic water demand and social influence is described.
منابع مشابه
Stepping on Earth: A Roadmap for Data-driven Agent-Based Modelling
In the last few years an increasing number of more complicated Agent-Based Models have been designed with the aim of approaching reality more closely, usually by introducing more and more empirical data. In this paper we review different approaches that could be adopted: KISS, KIDS and a new one that lies between both. We then propose a new logic of simulation driven by empirical data. Because ...
متن کاملWounded by violence. Can a KISS (Kids, Injuries, and Street Smarts) make it better?
Last year, Tyrone Sinkler, 16, and Ian Moore, his 17-year-old buddy, were gunned down in the hallway of their New York City school by a disgruntled classmate. For many EMTs and paramedics, this tragedy would have just added to the helplessness we feel when we go on calls in which children kill children. But for some New York City EMS (NYC*EMS) personnel, this incidence added fuel to their fire ...
متن کاملRainfall-runoff modelling using artificial neural networks (ANNs): modelling and understanding
In recent years, artificial neural networks (ANNs) have become one of the most promising tools in order to model complex hydrological processes such as the rainfall-runoff process. In many studies, ANNs have demonstrated superior results compared to alternative methods. ANNs are able to map underlying relationship between input and output data without prior understanding of the process under in...
متن کاملMultiagent Simulation Model Design Strategies
Model design is particularly challenging for multiagent simulation models as the simulation paradigm does hardly impose constraints on it. This contribution systematically analyzes procedures for developing a multi-agent simulation model: iterative methods derived from principles, such as KISS or KIDS and methods focussing on the different design elements (agents, interaction, environment).
متن کاملAn ascription-based approach to Speech Acts
The two principal areas of natural language processing research in pragmatics are belief modelling and speech act processing. Belief modelling is the development of techniques to represent the mental attitudes of a dialogue participant. The latter approach, speech act processing, based on speech act theory, involves viewing dialogue in planning terms. Utterances in a dialogue are modelled as st...
متن کامل