Term interrelations and trends in software engineering

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dc.contributor.authorBaskararajah, Janusan
dc.contributor.authorZhang, Lei
dc.contributor.authorMiranskyy, Andriy
dc.date.accessioned2025-04-23T20:30:47Z
dc.date.available2025-04-23T20:30:47Z
dc.date.issued2021-08-18
dc.descriptionESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering
dc.description.abstractThe Software Engineering (SE) community is prolific, making it challenging for experts to keep up with the flood of new papers and for neophytes to enter the field. Therefore, we posit that the community may benefit from a tool extracting terms and their interrelations from the SE community's text corpus and showing terms' trends. In this paper, we build a prototyping tool using the word embedding technique. We train the embeddings on the SE Body of Knowledge handbook and 15,233 research papers' titles and abstracts. We also create test cases necessary for validation of the training of the embeddings. We provide representative examples showing that the embeddings may aid in summarizing terms and uncovering trends in the knowledge base.
dc.description.urihttps://dl.acm.org/doi/10.1145/3468264.3473132
dc.format.extent14 pages
dc.genreconference papers and proceedings
dc.genrepreprints
dc.identifierdoi:10.13016/m2sq9o-pyhf
dc.identifier.citationBaskararajah, Janusan, Lei Zhang, and Andriy Miranskyy. “Term Interrelations and Trends in Software Engineering.” In Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 1471–74. ESEC/FSE 2021. New York, NY, USA: Association for Computing Machinery, 2021. https://doi.org/10.1145/3468264.3473132.
dc.identifier.urihttps://doi.org/10.1145/3468264.3473132
dc.identifier.urihttp://hdl.handle.net/11603/37991
dc.language.isoen
dc.publisherACM
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Information Systems Department
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.titleTerm interrelations and trends in software engineering
dc.typeText
dcterms.creatorhttps://orcid.org/0000-0001-9343-3654

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