Sosed: a tool for finding similar software projects

In this paper, we present Sosed, a tool for discovering similar software projects. We use fastText to compute the embeddings of subto-kens into a dense space for 120,000 GitHub projects in 200 languages. Then, we cluster embeddings to identify groups of semantically similar subtokens that reflect to...

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Veröffentlicht in:	2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE) S. 1316 - 1320
Hauptverfasser:	Bogomolov, Egor, Golubev, Yaroslav, Lobanov, Artyom, Kovalenko, Vladimir, Bryksin, Timofey
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 01.09.2020
Schlagworte:	Computer languages Ecosystems machine learning Open source software similar repositories Software development management Software engineering Task analysis topic modeling word embeddings
ISSN:	2643-1572
Online-Zugang:	Volltext
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