Objective: We aimed to explore conversations about mental health difficulties by Reddit users who posted within college subreddits during the COVID-19 pandemic. Participants: Data were collected from the subreddits of 22 California campuses, representing 113,579 anonymous members. Using the following search terms, we retrieved 577 posts (i.e., 268…

Our aim in this paper is to improve the efficiency of a learning process by using learners' traces to detect particular needs. The analysis of the semantic path of a learner or group of learners during the learning process can allow detecting those students who are in needs of help as well as identify the insufficiently mastered concepts. We…

The main goal of this article is to develop a Management System for Merging Learning Objects (msMLO), which offers an approach that retrieves learning objects (LOs) based on students' learning styles and term-based queries, which produces a new outcome with a better score. The msMLO faces the task of retrieving LOs via two steps: The first step…

This paper introduces Ontoolsearch, a new search system that can be employed by educators in order to find suitable tools for supporting collaborative learning settings. Current tool search facilities commonly allow simple keyword searches, limiting the accuracy of obtained results. In contrast, Ontoolsearch supports semantic querying of tool…

Discusses problems in creating the information retrieval mechanisms used in constructivist computer-based learning environments to support knowledge discovery: (1) subject can not always be pre-specified and the learner may not know what to seek; (2) retrieval strategies differ considerably from conventional ones, with the search including data,…

Online information retrieval is pervasive and its development in libraries is accelerating. Within the near future, most college and research libraries will provide direct access to their patrons to vast information resources via CD-ROMs, locally mounted databases, and gateways. The computer terminal and the "frame" of information it…

Describes the conceptual differences between information, instruction, and learning and relates them to hypermedia-based information systems. Locus of control is discussed; information searches in libraries are considered; and issues related to learning with hypermedia-based information systems are explained, including navigational issues,…

Explores the dynamics of information system use to understand the requirements of intelligent information systems. Highlights include the novice/expert distinction and the development of skills from novice to expert; methods for understanding dynamics; and a study of elementary school children's use of an online public access catalog in grades…