Browsing by Author "Can, Ali Burak"
Now showing items 1-4 of 4
-
Big data testing framework for recommendation systems in e-science and e-commerce domains
Uzun-Per, Meryem; Can, Ali Burak; Gürel, Ahmet Volkan; Aktaş, Mehmet S. (IEEE, 2021)Software testing is an important process to evaluate whether the developed software applications meet the required specifications. There is an emerging need for testing frameworks for big data software projects to ensure ... -
A novel sequential pattern mining algorithm for large scale data sequences
Can, Ali Burak; Uzun-Per, Meryem; Aktaş, Mehmet Sıddık (Springer, 2022)Sequential pattern mining algorithms are unsupervised machine learning algorithms that allow finding sequential patterns on data sequences that have been put together based on a particular order. These algorithms are mostly ... -
On the big data processing algorithms for finding frequent sequences
Can, Ali Burak; Zaval, Mounes; Uzun-Per, Meryem; Aktaş, Mehmet Sıddık (Wiley, 2023)Sequential pattern mining algorithms extract trendy sequence appearances insideordered transactional datasets such as market basket datasets. There is a lack ofresearch employing big data processing techniques to locate ... -
Scalable recommendation systems based on finding similar items and sequences
Uzun-Per, Meryem; Gürel, Ahmet Volkan; Can, Ali Burak; Aktaş, Mehmet S. (Wiley, 2022)The rapid growth in the airline industry, which started in 2009, continued until the COVID-19 era, with the annual number of passengers almost doubling in 10 years. This situation has led to increased competition between ...
