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Dina Fitria Murad; Meta Amalya Dewi; Arbaiah Inn; Silvia Ayunda Murad; Noor Udin; Taufik Darwis – Journal of Educators Online, 2025
This study aims to produce a more personalized recommendation system for online learning using multicriteria in collaborative filtering and data from the Binus Online Learning repository as a knowledge base. The study uses forecasting (regression) and consists of three stages: (1) collecting data on the results of the learning process; (2) adding…
Descriptors: Electronic Learning, Data Collection, Context Effect, Learning Processes
Cooper, Stewart E.; And Others – 1983
Career development theories provide useful ideas for understanding career indecision, but neglect of a measurement of career indecisiveness has caused confusion. To examine the relationship between trait indecisiveness, vocational uncertainty, and interpersonal characteristics, 325 freshmen students were tested with a Trait Indecisiveness Scale…
Descriptors: Attribution Theory, Career Choice, College Freshmen, Decision Making Skills

Delaney, Anne Marie – 2000
This study examined institutional researchers' perceptions regarding their effectiveness in influencing institutional policy changes, the factors that make institutional researchers effective in the policy arena, and researchers perspectives regarding job-related rewards; challenges encountered in seeking to establish influential roles in decision…
Descriptors: Change Agents, Change Strategies, Decision Making, Decision Making Skills