The contribution of data-driven technologies in achieving the sustainable development goals

N Bachmann, S Tripathi, M Brunner, H Jodlbauer - Sustainability, 2022 - mdpi.com
The United Nations' Sustainable Development Goals (SDGs) set out to improve the quality of
life of people in developed, emerging, and developing countries by covering social and …

[HTML][HTML] Artificial intelligence-enabled intelligent assistant for personalized and adaptive learning in higher education

R Sajja, Y Sermet, M Cikmaz, D Cwiertny, I Demir - Information, 2024 - mdpi.com
This paper presents a novel framework, artificial intelligence-enabled intelligent assistant
(AIIA), for personalized and adaptive learning in higher education. The AIIA system …

Real-time flood mapping on client-side web systems using hand model

A Hu, I Demir - Hydrology, 2021 - mdpi.com
The height above nearest drainage (HAND) model is frequently used to calculate properties
of the soil and predict flood inundation extents. HAND is extremely useful due to its lack of …

A comprehensive web-based system for flood inundation map generation and comparative analysis based on height above nearest drainage

Z Li, I Demir - Science of The Total Environment, 2022 - Elsevier
It is critical to obtain accurate flood extent predictions in a timely manner in order to reduce
flood-related casualties and economic losses from floods with greater magnitudes and fall …

HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain

CE Ramirez, Y Sermet, M Shahid, I Demir - Environmental Modelling & …, 2024 - Elsevier
The exponential growth in data generated by satellites, radars, sensors, and analysis and
reanalysis from model outputs for the hydrological domain requires efficient real-time data …

HydroLang: An open-source web-based programming framework for hydrological sciences

CE Ramirez, Y Sermet, F Molkenthin, I Demir - Environmental Modelling & …, 2022 - Elsevier
This paper introduces HydroLang, an open-source and integrated community-driven
computational web framework for hydrology and water resources research and education …

[HTML][HTML] The INOWAS platform: A web-based numerical groundwater modelling approach for groundwater management applications

J Glass, R Junghanns, R Schlick, C Stefan - Environmental Modelling & …, 2022 - Elsevier
Abstract The INOWAS Decision Support System (DSS) is an open-source web-service for
groundwater management applications, in particular managed aquifer recharge. It is …

HydroLang Markup Language: Community-driven web components for hydrological analyses

C Erazo Ramirez, Y Sermet, I Demir - Journal of hydroinformatics, 2023 - iwaponline.com
Abstract We introduce HydroLang Markup Language (HL-ML), a programming interface that
uses a markup language to perform environmental analyses using the hydrological and …

State-level multidimensional agricultural drought susceptibility and risk assessment for agriculturally prominent areas

SMS Islam, S Yeşilköy, Ö Baydaroğlu… - … Journal of River …, 2024 - Taylor & Francis
Given the growing climate variability, quantifying droughts has gained significant
importance, particularly in agriculturally concentrated areas such as Iowa. This study …

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

R Sajja, Y Sermet, D Cwiertny, I Demir - arXiv preprint arXiv:2312.09548, 2023 - arxiv.org
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. This …