IADITI - Journal of Information Systems Engineering and Management
Permanent URI for this collection
JISEM is multidisciplinary, focusing on technological, organizational and social domains. Research published in the Journal focuses on relevant problems in the planning, analysis, design, implementation, exploration and management of information systems.
Browse
Browsing IADITI - Journal of Information Systems Engineering and Management by Subject "Artificial Intelligence"
Now showing 1 - 2 of 2
Results Per Page
Sort Options
- How Machine Learning (ML) is Transforming Higher Education: A Systematic Literature ReviewPublication . Pinto, Agostinho Sousa; Abreu, António; Costa, Eusébio; Paiva, JerónimoIn the last decade, artificial intelligence (AI), machine learning (ML) and learning data analytics have been introduced with great effect in the field of higher education. However, despite the potential benefits for higher education institutions (HIE´s) of these emerging technologies, most of them are still in the early stages of adoption of these technologies. Thus, a systematic literature review (SLR) on the literature published over the last 5 years on potential applications of machine learning in higher education is necessary. Following the PRISMA guidelines, out of the 1887 initially identified SCOPUS-indexed publications on the topic, 171 articles were selected for review. To screen the abstracts and titles of each citation, Rayyan QCRI was used. VOSViewer, a software tool for constructing and visualizing bibliometric networks, and Microsoft Excel were used to generate charts and figures. The findings show that the most widely researched application of ML in higher education is related to the prediction of academic performance and employability of students. The implications will be invaluable for researchers and practitioners to explore how ML and AI technologies ,in the era of ChatGPT, can be used in universities without jeopardizing academic integrity.
- The impact of artificial intelligence on audit professionPublication . Rodrigues, Luis; Pereira, José; da Silva, Amélia Ferreira; Ribeiro, HumbertoThere is an expectation that the introduction of artificial intelligence (AI) will bring about profound changes in the current paradigm of the audit profession, ensuring better reliability and security in the analysis of financial statements. This paper reports the results of a questionnaire survey to ascertain the perceptions of certified auditors, from two Portuguese districts, regarding the impact of artificial intelligence on the audit profession. Findings reveal that the respondents believe that the profession's future depends on the implementation of AI, namely in the efficiency and effectiveness of audit procedures, sampling techniques, cost-benefit relationship and recognizing material distortions.