An enterprise content management system is only as smart as we make it with the indexing that is applied. That indexing can be enhanced with software such as Machine Aided Indexing (MAI)
Several risk factors are listed here, but there are more depending on the specific machine learning technology that is used: technology that is based on Bayes classifiers (falsely) presumes statistical independence between measured features (e.g. word occurrences) and Latent Semantic Indexing (LSI) and its variants such as Probabilistic Latent Semantic Analysis (PLSA) effectively use a lossy information compression algorithm (SVD) that may result in more (irreversible) information loss than required
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