Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study

Dataset / Software

Description

All artifacts related to a systematic mapping study on technical debt and antipatterns in AI-based systems; the data consists of an Excel file (00-all-data.xlsx) which includes a tab for all important constructs plus a separate CSV file per construct:

List of primary studies (01-primary-studies.csv)Established types of technical debt (02-established-td-types.csv)New types of technical debt (03-new-td-types.csv)Affected software quality attributes (04-affected-qas.csv)Identified antipatterns (05-antipatterns.csv)Reported solutions to address technical debt or antipatterns (06-solutions.csv)

 
Date made available2021
PublisherZenodo

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