Filter 1: remove publications that do not contain 'manufacturing'factoryory'factoriesies' or 'Industry 4.0' in the title, abstract or meta-data section of the document.
Filter 2: remove publications that do not contain 'big data' in the title, abstract or meta-data sections of the document.
These filters are described as follows; Filter 1: remove publications that do not contain 'manufacturing'factoryory'factoriesies' or 'Industry 4.0' in the title, abstract or meta-data section of the document.
As shown in Figure 1, our method consists of four filters that remove publications which do not pass specific criteria.
From the outset, we stress that our method's contribution is to remove publications from search engine results that most likely do not belong to the author specified in the query.
Since sensitivity measures the inclusion of true positives in the estimate, as more stringent filters are applied, the sensitivity suffers: filters only remove publications from the raw result returned by the search engine, so raw results will contain the most true positives.
The results of this first search were screened to remove duplicates and, where possible, to also remove publications that were not available in English, were not peer-reviewed, or did not report human studies.
Further, setting some threshold is necessary to remove publications including whole-genome studies that mention thousands of genes and consequently produce networks where each node is connected to every other node.
The first round of screening of titles and abstracts was carried out by members of the review team to remove publications when it was immediately apparent they were not relevant, such as editorials, single case-study reports, and therapeutic approach articles.
Gray told VICE she chose to waive her publication ban because "I realized very early on if I didn't remove that publication ban there was no way for me to speak out about the abuse that I was experiencing, through university, through the legal system".
