Search Results for author: Yusuf Sermet

Found 8 papers, 1 papers with code

Integrating Generative AI in Hackathons: Opportunities, Challenges, and Educational Implications

no code implementations30 Jan 2024 Ramteja Sajja, Carlos Erazo Ramirez, Zhouyayan Li, Bekir Z. Demiray, Yusuf Sermet, Ibrahim Demir

The exploration provides insights into AI's role in hackathons, and its educational implications, and offers a roadmap for the integration of such technologies in future events, ensuring innovation is balanced with ethical and educational considerations.

Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

no code implementations15 Dec 2023 Ramteja Sajja, Yusuf Sermet, David Cwiertny, Ibrahim Demir

This research study delves into the conceptualization, development, and deployment of an innovative learning analytics tool, leveraging the capabilities of OpenAI's GPT-4 model.

Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education

no code implementations19 Sep 2023 Ramteja Sajja, Yusuf Sermet, Muhammed Cikmaz, David Cwiertny, Ibrahim Demir

The paper presents the methodology, system architecture, intelligent services, and integration with Learning Management Systems (LMSs) while discussing the challenges, limitations, and future directions for the development of AI-enabled intelligent assistants in education.

Management

Performance of ChatGPT on the US Fundamentals of Engineering Exam: Comprehensive Assessment of Proficiency and Potential Implications for Professional Environmental Engineering Practice

no code implementations20 Apr 2023 Vinay Pursnani, Yusuf Sermet, Ibrahim Demir

This study investigates the feasibility and effectiveness of using ChatGPT, a GPT-4 based model, in achieving satisfactory performance on the Fundamentals of Engineering (FE) Environmental Exam.

Platform-Independent and Curriculum-Oriented Intelligent Assistant for Higher Education

no code implementations15 Feb 2023 Ramteja Sajja, Yusuf Sermet, David Cwiertny, Ibrahim Demir

Miscommunication and communication challenges between instructors and students represents one of the primary barriers to post-secondary learning.

Language Modelling Scheduling

A Semantic Web Framework for Automated Smart Assistants: COVID-19 Case Study

no code implementations1 Jul 2020 Yusuf Sermet, Ibrahim Demir

COVID-19 pandemic elucidated that knowledge systems will be instrumental in cases where accurate information needs to be communicated to a substantial group of people with different backgrounds and technological resources.

Natural Language Understanding

A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources

no code implementations17 Jun 2020 Muhammed Sit, Bekir Z. Demiray, Zhongrun Xiang, Gregory J. Ewing, Yusuf Sermet, Ibrahim Demir

The study provides a comprehensive review of state-of-the-art deep learning approaches used in the water industry for generation, prediction, enhancement, and classification tasks, and serves as a guide for how to utilize available deep learning methods for future water resources challenges.

Decision Making Disaster Response +2

A Generalized Web Component for Domain-Independent Smart Assistants

1 code implementation5 Sep 2019 Yusuf Sermet, Ibrahim Demir

This article introduces an open-source web component, Instant Expert, which allows robust and efficient integration of a natural language question answering system to web-based platforms in any domain.

Human-Computer Interaction

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