Volume 15, Issue 5October 2021
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research-article
Adaptive multi‐agent smart academic advising framework
Pages 293–307https://doi.org/10.1049/sfw2.12021
Abstract
Academic advising is a crucial process in higher education and usually requires better understanding of student capabilities and curriculum structure to achieve its intended goals. Here, the authors propose a framework of integrated environment ...
research-article
Mining Stack Overflow for API class recommendation using DOC2VEC and LDA
Pages 308–322https://doi.org/10.1049/sfw2.12023
Abstract
To address the lexical gaps between natural language (NL) queries and Application Programming Interface (API) documentations, and between NL queries and programme code, this study developed a novel approach for recommending Java API classes that ...
research-article
A new population initialisation method based on the Pareto 80/20 rule for meta‐heuristic optimisation algorithms
Pages 323–347https://doi.org/10.1049/sfw2.12025
Abstract
In this research, a new method for population initialisation in meta‐heuristic algorithms based on the Pareto 80/20 rule is presented. The population in a meta‐heuristic algorithm has two important tasks, including pushing the algorithm toward the ...
