Dec 2026· University of Florida Press eBooks· 0 citations
Big Data and Business Intelligence
Abstract
The University of Florida (UF) and Epoca International jointly transformed the flood of everyday social-media posts into a precise, AI-driven demand-forecasting engine. UF leveraged its HiPerGator supercomputer and interdisciplinary faculty to build large-scale models that sifted billions of unprompted consumer conversations. Epoca supplied proprietary product data, industry expertise, and its rapid-product-development cycle. Together they demonstrated how advanced analytics can shift a company from reactive to proactive market sensing, shortening the product-to-shelf timeline while maintaining inventory efficiency. The partnership exemplifies UF’s broader mission of an AI-University that partners with industry to convert cutting-edge computing into real-world competitive advantage.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The perception of the impact of agile methods is predominantly positive, and several challenge areas were discovered, but based on this study, agile methods are here to stay.
M. Laanti, O. Salo, P. Abrahamsson· Information and Software Tec...· 260 citations· ⚡20
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