Supplementary Information for Machine Learning Applications in Archaeological Practices: A Review
CC-By Attribution 4.0 InternationalIntroduced 2025-01-07
This deposit is supplementary material to "Machine Learning Applications in Archaeological Practices: A Review". It contains six different files:
- A supplementary document (
1-Protocol for Machine Learning Applications in Archaeological Practices_ A Review.docx.docx) describing the detailed protocol used to screen the reviewed articles. It also contains information on the different features of the data table. - A data table (
2-Results.xlsx) of all reviewed articles. This file contains the following sheets:Automatic_queries,Metadata,Final_results,Models,Tasks,Subfields. - The code of the GitHub repository ML_archaeology_review used for screening and processing the automatic filtering and plotting of the figures in the compressed zip file named
3-Automatic Screening Protocol Code.zip. - The code of the GitHub repository Google-Scholar-Scraper used for screening the records on Google Scholar in the compressed zip file named
4-Manual Screening Protocol Code.zip. - A set of research Information Systems (
.ris) files containing bibliographic records of all queried, excluded (with reason number), included, and reviewed items all compressed in a zip file named5-RIS Files.zip. - The data table used for the manual screening protocol, outlining the justification of the exclusion of certain records (
6-Manual Screening.xslx)"