Scripts, inputs and outputs of Module 1 AHP analysis regarding Deliverable D6.3 "Performance and Impact assessment" in the IP4MaaS project

All the materials, inputs, models, and scripts that are used in the performance assessment toolbox (IP4MaaS project, Deliverable D6.3 Performance and Impact Assessment) are available in the attached folder. The attached folder contains the following: Module 1_AHP and Pairwise comparison matrix calculation_IP4MaaS II (formulations and calculations of pairwise comparison matrix per each IP4MaaS demo site). The scripts have been designed for easy adoption in other projects with similar end goals. While the scripts operate on the codified representation of the traveller profiles, functionalities, and service providers, there is no restriction on the type of codification used. The only factor that the scripts assume is the order of the variables introduced for codification. That is the traveller profile variable (wherever applicable), followed by the Functionality variable, followed by the Service Provider variable. As long as the order is maintained, the scripts self-analyze the number of variables representing the traveller profiles, functionalities, and service providers, and perform calculations (USI, Effectiveness) and analysis (Regression and BN), Hence, in a similar framework, the scripts may be used for performing data analysis on a large data set with no restriction on the number of functionalities, service providers or subsets of traveller profiles. Documented Scripts can be found in a downloadable ZIP file here.本绩效评估工具箱（隶属于IP4MaaS项目可交付成果D6.3《绩效与影响评估》）所用的全部材料、输入数据、模型与脚本，均可在附件文件夹中获取。附件文件夹包含以下内容：模块1_AHP（层次分析法，Analytic Hierarchy Process，AHP）与成对比较矩阵计算_IP4MaaS II（针对每个IP4MaaS演示站点的成对比较矩阵构建与计算流程）。本脚本专为适配具备相似最终目标的其他项目而设计，便于快速复用。尽管脚本基于出行者画像、功能项与服务提供商的编码化表征运行，但并未对所采用的编码类型施加任何限制。脚本仅预设编码变量的引入顺序：即依次为出行者画像变量（如适用）、功能变量、服务提供商变量。只要严格遵循该顺序，脚本即可自动统计出行者画像、功能项与服务提供商的变量数量，并开展（用户满意度指数，User Satisfaction Index，USI；效能）计算以及（回归分析、贝叶斯网络，Bayesian Network，BN）分析。因此，在相似框架下，本脚本可用于对大型数据集开展数据分析，且不对功能项、服务提供商的数量或出行者画像子集的规模施加限制。带完整文档说明的脚本可在此处的可下载ZIP压缩包中获取。