Syafrudin, H. A. ., Wardhani, A. A. . and Shibghatalloh, A. H. (2026) “Application of the LSE (longevity, scale, employee) framework for characterizing MSMEs with the k-means algorithm: a case study in semarang city”, Jurnal Mantik, 9(4), pp. 1512-1522. doi: 10.35335/mantik.v9i4.7040.