Zero-Shot Learning for Accurate Project Duration Prediction in Crowdsourcing Software Development

Crowdsourcing Software Development (CSD) platforms, i.e., TopCoder, function as intermediaries connecting clients with developers. Despite employing systematic methodologies, these platforms frequently encounter high task abandonment rates, with approximately 19% of projects failing to meet satisfac...

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Vydáno v:	Computers (Basel) Ročník 13; číslo 10; s. 266
Hlavní autoři:	Rashid, Tahir, Illahi, Inam, Umer, Qasim, Jaffar, Muhammad Arfan, Ramay, Waheed Yousuf, Hakami, Hanadi
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Basel MDPI AG 01.10.2024
Témata:	Accuracy Algorithms BERT classification Computational linguistics Crowdsourcing crowdsourcing software development Data mining Efficiency Industrial project management Language processing Machine learning Natural language interfaces Natural language processing Prediction models Project management Resource allocation Software Software development Software engineering Success factors Task scheduling TopCoder Zero-shot learning Pakistan
ISSN:	2073-431X, 2073-431X
On-line přístup:	Získat plný text
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