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On the Reliability and Validity of Human and LSA-Based Evaluations of Complex Student-Authored Texts
Seifried, Eva; Lenhard, Wolfgang; Baier, Herbert; Spinath, Birgit – Journal of Educational Computing Research, 2012
This study investigates the potential of a software tool based on Latent Semantic Analysis (LSA; Landauer, McNamara, Dennis, & Kintsch, 2007) to automatically evaluate complex German texts. A sample of N = 94 German university students provided written answers to questions that involved a high amount of analytical reasoning and evaluation.…
Descriptors: Foreign Countries, Computer Software, Computer Software Evaluation, Computer Uses in Education
Naude, Kevin A.; Greyling, Jean H.; Vogts, Dieter – Computers & Education, 2010
We present a novel approach to the automated marking of student programming assignments. Our technique quantifies the structural similarity between unmarked student submissions and marked solutions, and is the basis by which we assign marks. This is accomplished through an efficient novel graph similarity measure ("AssignSim"). Our experiments…
Descriptors: Grading, Assignments, Correlation, Interrater Reliability
Matthews, Kevin; Janicki, Thomas; He, Ling; Patterson, Laurie – Journal of Information Systems Education, 2012
This research focuses on the development and implementation of an adaptive learning and grading system with a goal to increase the effectiveness and quality of feedback to students. By utilizing various concepts from established learning theories, the goal of this research is to improve the quantity, quality, and speed of feedback as it pertains…
Descriptors: Computer System Design, Computer Software, Management Information Systems, Grading
Chen, Chiu-Jung; Liu, Pei-Lin – Turkish Online Journal of Educational Technology - TOJET, 2012
The purpose of this study was to explore the effectiveness of using learner-generated and instructor-provided multimedia annotations on foreign language reading comprehension and attitudes. The four research questions are: (1) what are the effects of using different multimedia annotations on reading comprehension for learners of different…
Descriptors: Foreign Countries, Hypermedia, Cognitive Style, Reading Comprehension