This dataset is hosted on IEEE DataPort(TM), a data repository created by IEEE to facilitate research reproducibility. A Systematic Literature Review SLR is presented on information retrieval for IoT and WoT scenarios, containing the definition of the research questions and the selection strategy. We specify the inclusion and exclusion criteria in conjunction with the quality assurance criteria. The data extraction procedure is then outlined.