Amulog-semantics is a tool for the semantic analysis of short sentences, especially semi-formalized sentences in network operational data such as logs and configurations. It provides modeling, sentence embeddings, and clustering. This library is implemented in python3, and is mainly desinged for combination with amulog.
- Source: https://github.com/amulog/amulog-semantics
- Bug Reports: https://github.com/amulog/amulog-semantics/issues
- Author: Satoru Kobayashi, Kazuki Otomo
- License: BSD-3-Clause
This tool is partially demonstrated at IM2021. If you use this code, please consider citing:
@inproceedings{Otomo_IM2021,
author = {Otomo, Kazuki and Kobayashi, Satoru and Fukuda, Kensuke and Esaki, Hiroshi},
booktitle = {Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management (IM'20)},
title = {Latent Semantics Approach for Network Log Analysis: Modeling and its application},
pages={215--223},
year = {2021}
}