Outputs (2)

Modern stylometry: A review & experimentation with machine learning (2021)
Conference Proceeding
Muldoon, C., Ikram, A., & Khan Mirza, Q. A. (2021). Modern stylometry: A review & experimentation with machine learning. In 2021 8th International Conference on Future Internet of Things and Cloud (FiCloud), 2021 (293-298). https://doi.org/10.1109/FiCloud49777.2021.00049

The problem of authorship attribution has applications from literary studies (such as the great Shakespeare/Marlowe debates) to counter-intelligence. The field of stylometry aims to offer quantitative results for authorship attribution. In this paper... Read More about Modern stylometry: A review & experimentation with machine learning.

Automated essay scoring (AES); A semantic analysis inspired machine learning approach: An automated essay scoring system using semantic analysis and machine learning is presented in this research (2021)
Conference Proceeding
Ikram, A., & Castle, B. (2021). Automated essay scoring (AES); A semantic analysis inspired machine learning approach: An automated essay scoring system using semantic analysis and machine learning is presented in this research. In ICETC '20: Proceedings of the 12th International Conference on Education Technology and Computers (147-151). https://doi.org/10.1145/3436756.3437036

With the advancements in Artificial Intelligence (AI), ‘Automated Essay Scoring’ (AES) systems have become more and more prevalent in recent years. This research proposes an extension to the Coh-Metrix algorithm AES, with a focus on feature lists. Te... Read More about Automated essay scoring (AES); A semantic analysis inspired machine learning approach: An automated essay scoring system using semantic analysis and machine learning is presented in this research.