Automated tagging for the retrieval of software resources in grid and cloud infrastructures
Date
2012ISBN
978-0-7695-4691-9Source
Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 201212th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012
Pages
628-635Google Scholar check
Keyword(s):
Metadata
Show full item recordAbstract
A key challenge for Grid and Cloud infrastructures is to make their services easily accessible and attractive to end-users. In this paper we introduce tagging capabilities to the Miner soft system, a powerful tool for software search and discovery in order to help end-users locate application software suitable to their needs. Miner soft is now able to predict and automatically assign tags to software resources it indexes. In order to achieve this, we model the problem of tag prediction as a multi-label classification problem. Using data extracted from production-quality Grid and Cloud computing infrastructures, we evaluate an important number of multi-label classifiers and discuss which one and with what settings is the most appropriate for use in the particular problem. © 2012 IEEE.
Collections
Cite as
Related items
Showing items related by title, author, creator and subject.
-
Article
Automating the license compatibility process in open source software with SPDX
Kapitsaki, Georgia M.; Kramer, F.; Tselikas, N. D. (2017)Free and Open Source Software (FOSS) promotes software reuse and distribution at different levels for both creator and users, but at the same time imposes some challenges in terms of FOSS licenses that can be selected and ...
-
Conference Object
Validate your SPDX files for open source license violations
Paschalides, D.; Kapitsaki, Georgia M. (Association for Computing Machinery, 2016)Licensing decisions for new Open Source Software are not al-ways straightforward. However, the license that accompanies the software is important as it largely affects its subsequent distribution and reuse. License information ...
-
Article
Open source license violation check for SPDX files
Kapitsaki, Georgia M.; Kramer, F. (2014)The Open Source Software development model has gained a lot of momentum in the latest years providing organizations and software engineers with a variety of software, components and libraries that can be exploited in the ...