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Even though several freely accessible datasets are available, each of them features a very specific set of sensors, which can limit the introduction of novel approaches that could benefit of particular types of sensors and deployment layouts. Additionally, acquiring a dataset requires a considerable human effort for labeling purposes, thus further limiting the creation of new and general ones. In this paper, we propose a model-based simulator capable to generate synthetic datasets that emulate the characteristics of the vast majority of real datasets while granting trustworthy evaluation results. The datasets are generated using the eXtensible Event Stream \u2013 XES international standard commonly used for representing event logs. Finally, the datasets produced by the simulator are validated against two real scenario\u2019s logs from the literature.<\/jats:p>","DOI":"10.3233\/ais-220016","type":"journal-article","created":{"date-parts":[[2023,2,10]],"date-time":"2023-02-10T17:20:44Z","timestamp":1676049644000},"page":"143-163","source":"Crossref","is-referenced-by-count":3,"title":["A model-based simulator for smart homes: Enabling reproducibility and standardization"],"prefix":"10.1177","volume":"15","author":[{"given":"Silvestro","family":"Veneruso","sequence":"first","affiliation":[{"name":"Sapienza Universit\u00e0 di Roma, Rome, Italy"}]},{"given":"Yannis","family":"Bertrand","sequence":"additional","affiliation":[{"name":"KU Leuven, Leuven, Belgium"}]},{"given":"Francesco","family":"Leotta","sequence":"additional","affiliation":[{"name":"Sapienza Universit\u00e0 di Roma, Rome, Italy"}]},{"given":"Estefan\u00eda","family":"Serral","sequence":"additional","affiliation":[{"name":"KU Leuven, Leuven, Belgium"}]},{"given":"Massimo","family":"Mecella","sequence":"additional","affiliation":[{"name":"Sapienza Universit\u00e0 di Roma, Rome, Italy"}]}],"member":"179","reference":[{"key":"10.3233\/AIS-220016_ref1","doi-asserted-by":"crossref","unstructured":"H.\u00a0Alemdar, H.\u00a0Ertan, O.D.\u00a0Incel and C.\u00a0Ersoy, ARAS human activity datasets in multiple homes with multiple residents, in: 2013 7th Intl. 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