Showing papers by "Lakhmi C. Jain published in 2022"
TL;DR: In this paper , a brief overview of current state-of-the-art of developing intelligent educational systems is provided, with particular attention paid on the application of artificial intelligence methods in teaching and learning processes.
Abstract: Artificial intelligence (AI) is a rapidly developing research area, with immense influence on different areas of modern society and with numerous applications in real-life systems and environments. In this chapter we provide a brief overview of current state-of-the-art of developing intelligent educational systems. Particular attention is paid on the application of artificial intelligence methods in teaching and learning processes. Accordingly, we consider recent works that put light on different roles of AI in developing educational systems. Also, an overview of key educational domains that AI techniques influence, i.e.: adaptive personalization systems and intelligent tutoring systems, assessment and evaluation of students’ outcomes and learning performances, and benefits and challenges of educational data mining and learning analytics in educational processes is presented.
2 citations
01 Jan 2022
2 citations
TL;DR: The purpose of this peer reviewed, scholarly journal is to develop a forum for theoretical and applied research that combines artificial intelligence based in computer science, decision support based in information technology, and systems development based in engineering science.
Abstract: Intelligent Decision Technologies (IDT): An International Journal (https://www.iospress.com/catalog/ journals/intelligent-decision-technologies) is dedicated to the advancement and dissemination of research results and knowledge in the theory and application of intelligent technologies and systems in support of decision making. The IDT Journal is affiliated with KES International (http://www.kesinternational.org/), “a professional community, with networking, research and publication opportunities for all those who work in knowledge-intensive subjects”. KES sponsors international conferences on leading-edge topics, including an annual conference for Intelligent Decision Technologies. The idea of the IDT Journal originated through discussions between Professor/Dr. Gloria Phillips-Wren and Professor/Dr. Lakhmi C. Jain at the Knowledge Engineering Systems (KES) International annual conferences in the timeframe of 2004–2006. The spark that at the time inspired the two Professors to initiate the IDT Journal lay in the fact that, while research mainly focused on algorithms and technical specifications, the technology was also becoming mature enough to be implemented into real-world decision support systems (DSS) for previously intractable problems. Thus, the IDT Journal was launched in 2007. Profs./Drs. Lakhmi C. Jain and Gloria Phillips-Wren introduced the IDT Journal to the research community with an editorial note stating that “The purpose of this peer reviewed, scholarly journal is to develop a forum for theoretical and applied research that combines artificial intelligence based in computer science, decision support based in information technology, and systems development based in engineering science. Interdisciplinary advances in these fields have the potential to significantly improve individual and organizational decision making. The growth of the internet with its concomitant availability of data has exploded the amount and types of information that must be considered by a decision maker. Decisions must often be made in real-time under uncertain, stressful conditions that may change rapidly. Synergies between intelligent and information technologies can, for example, deliver artificial intelligence to enhance human judgment, perceive anomalies in data, enable collaboration, speed processing of new information, assist in risk assessment, identify and retrieve needed knowledge, suggest alternatives to the decision maker, and automate some decisional tasks. We look forward to the dialogue within this community and welcome your research for publication” [1]. Since its launch, the IDT Journal is in continuous circulation with a new issue published quarterly by IOS Press (https://www.iospress.com/) headquartered in Amsterdam, the Netherlands. At the same time, the field of intelligent decision support has been enjoying continuous and rapid expansion in theory, paradigms and real-world systems and applications. This expansion is due to parallel advances and efficiencies in such enabling technologies as (1) Artificial Intelligence (AI); (2) connectivity between devices such as the Internet of Things (IoT); (3) data storage, processing and transmission in distributed, virtualized and networkcentric environments (e.g. cloud technologies); (4) remarkable computer and internet transmission speeds;
1 citations
TL;DR: In this paper , a special collection of invited papers is dedicated to all women researchers and practitioners in Artificial Intelligence and coincides with the March 8, 2023 International Women's Day, with two specific goals: to inspire more women to study and practice Artificial Intelligence through presentation of recognized women researchers who can act as role models, and to highlight some streamlined research areas of Artificial Intelligence.
Abstract: Artificial Intelligence research is presenting phenomenal progress in two directions: (i) new theories and methodologies, and (ii) applications that expand traditional domains with innovative interventions. As indicated by recent reports, this progress has created a disequilibrium, where demand for scientists with skills in Artificial Intelligence is not fulfilled, a trend that will intensify further in the years to come. A potential solution to this shortage of specialised workforce may come from encouraging more women to get educated and follow a career in one of the Artificial Intelligence areas. This special collection of invited papers is dedicated to all women researchers and practitioners in Artificial Intelligence and coincides with the March 8, 2023 International Women’s Day. Moreover, it has two specific goals: (i) to inspire more women to study and practice Artificial Intelligence through presentation of recognized women researchers who can act as role models, and (ii) to highlight some streamlined research areas of Artificial Intelligence.