Title
Personlized English reading sequencing based on learning portfolio analysis
Abstract
Situated learning can enable learners to interact with real world objects, deepen their impression of learning material, and establish a connection between those objects and the material. For the practice of English reading, a proper integration of learner portfolios and local environments, along with a sound reading strategy, not only strengthens the students' understanding of language and reading comprehension, but also improves the effectiveness of language learning. Extended from the methodology of situational language, this study developed a ubiquitous English reading learning system based on RFID-based location-aware technology and a portfolio-centric article reading guide. Through RFID technology, the learning system can detect a learner's location; it then sends the learner highly situational and relevant English articles to read and study. Linking to the local environment, the English content becomes more perceivable, helping students achieve situational learning: ''what is seen is read.'' Concurrent with the mechanism for situated reading articles, this work conducted an analysis of learner study portfolios incorporating the average learner ability to obtain parameters of standing point. Using the genetic algorithm approach, the system evaluates the difficulty of articles and their relationships. Through multiple evolutionary sequences, the system eventually provides the learner with appropriate and progressive articles for personalized study. The experiment conducted in both quantitative and qualitative evaluations revealed that this learning system can effectively assist learners as they immerse themselves in the study.
Year
DOI
Venue
2014
10.1016/j.ins.2011.07.021
Inf. Sci.
Keywords
Field
DocType
learner portfolio,language learning,local environment,english reading,portfolio-centric article reading guide,situational learning,personlized english reading,learner study portfolio,average learner ability,portfolio analysis,ubiquitous english reading,sound reading strategy
Experiential learning,Open learning,Active learning,English articles,Reading comprehension,Computer science,Language acquisition,Situational ethics,Artificial intelligence,Situated learning,Machine learning
Journal
Volume
ISSN
Citations 
257,
0020-0255
6
PageRank 
References 
Authors
0.44
37
4
Name
Order
Citations
PageRank
Ting-Ting Wu117719.84
Yueh-Min Huang22455278.09
Han-Chieh Chao32502214.00
Jong Hyuk Park41661193.82