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.本性能评估工具箱（隶属于IP4MaaS项目，交付件D6.3《性能与影响评估》）所使用的全部素材、输入数据、模型与脚本，均可在附随文件夹中获取。附随文件夹包含以下内容：模块1_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脚本）。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。尽管本脚本基于出行者画像、功能模块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。本脚本唯一预设的约束为编码所用变量的引入顺序：即出行者画像变量（适用时）优先，其次为功能模块变量，最后为服务提供商变量。只要遵循该变量顺序，本脚本即可自动分析代表出行者画像、功能模块与服务提供商的变量数量，并开展计算（用户满意度指数（USI）与效能评估）与分析（回归分析与贝叶斯网络（BN））。因此，在相似的框架下，本脚本可用于对大型数据集进行数据分析，且不对功能模块、服务提供商的数量或出行者画像子集的规模施加任何限制。文档完备的脚本可通过此处的可下载ZIP文件获取。