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Huvila, Isto; Liu, Ying-Hsang – Education for Information, 2023
Information behavior, one of the central topics in information science research, holds a key position as a field of study of how people interact with information. As such it has many points of connection to a large number of neighboring fields from the study of human behavior to management and technical disciplines interested in developing…
Descriptors: Information Science, Interdisciplinary Approach, Educational Research, Conferences (Gatherings)
Xingle Ji; Lu Sun; Xueyong Xu; Xiaobing Lei – International Journal of Information and Communication Technology Education, 2024
This study examines the current research on educational data mining, educational learning support services, personalized learning services, and personalized learning paths in education. The authors aim to integrate personalized learning concepts into traditional support services by drawing on the latest theoretical and practical research. Using…
Descriptors: Information Retrieval, Data Analysis, Educational Research, Individualized Instruction
Cai, Zhiqiang; Siebert-Evenstone, Amanda; Eagan, Brendan; Shaffer, David Williamson – Grantee Submission, 2021
When text datasets are very large, manually coding line by line becomes impractical. As a result, researchers sometimes try to use machine learning algorithms to automatically code text data. One of the most popular algorithms is topic modeling. For a given text dataset, a topic model provides probability distributions of words for a set of…
Descriptors: Coding, Artificial Intelligence, Models, Probability
Tülübas, Tijen; Demirkol, Murat; Ozdemir, Tuncay Yavuz; Polat, Hakan; Karakose, Turgut; Yirci, Ramazan – Educational Process: International Journal, 2023
Background/purpose: ChatGPT, a recent form of AI-based language model, have garnered interest among people from diverse backgrounds with its immersive capabilities. Using ChatGPT to support or generate scientific research has also created an ongoing debate over its advantages versus risks. The present study aimed to conduct an AI-enabled research…
Descriptors: Artificial Intelligence, Emergency Programs, Distance Education, COVID-19