Algorithms for clustering data
Algorithms for clustering data
Personalized information delivery: an analysis of information filtering methods
Communications of the ACM - Special issue on information filtering
Using collaborative filtering to weave an information tapestry
Communications of the ACM - Special issue on information filtering
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Real time video scene detection and classification
Information Processing and Management: an International Journal - Special issue on progress toward digital libraries
A recipe based on-line food store
Proceedings of the 5th international conference on Intelligent user interfaces
A new content-based access method for video databases
Information Sciences: an International Journal
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Item-based collaborative filtering recommendation algorithms
Proceedings of the 10th international conference on World Wide Web
A music recommendation system based on music data grouping and user interests
Proceedings of the tenth international conference on Information and knowledge management
Towards more conversational and collaborative recommender systems
Proceedings of the 8th international conference on Intelligent user interfaces
MovieLens unplugged: experiences with an occasionally connected recommender system
Proceedings of the 8th international conference on Intelligent user interfaces
Amazon.com Recommendations: Item-to-Item Collaborative Filtering
IEEE Internet Computing
An iterative semi-explicit rating method for building collaborative recommender systems
Expert Systems with Applications: An International Journal
User credit-based collaborative filtering
Expert Systems with Applications: An International Journal
Toward an optimum combination of English teachers for objective teaching
Expert Systems with Applications: An International Journal
A recommender system for research resources based on fuzzy linguistic modeling
Expert Systems with Applications: An International Journal
Conjoint analysis of enhanced English Medium Instruction for college students
Expert Systems with Applications: An International Journal
Web-Based Recommender Systems and User Needs --the Comprehensive View
Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems
A multi-disciplinar recommender system to advice research resources in University Digital Libraries
Expert Systems with Applications: An International Journal
CommunityCommands: command recommendations for software applications
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Proposing an interactive speaking improvement system for EFL learners
Expert Systems with Applications: An International Journal
Data mining for adaptive learning in a TESL-based e-learning system
Expert Systems with Applications: An International Journal
Adaptive algorithm based on clustering techniques for custom reading plans
CIMMACS '10 Proceedings of the 9th WSEAS international conference on computational intelligence, man-machine systems and cybernetics
Proposing a charting recommender system for second-language nurses
Expert Systems with Applications: An International Journal
Mining fuzzy specific rare itemsets for education data
Knowledge-Based Systems
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
AHSPeR: adaptive hypermedia system oriented toward personalization of readings plans
AICT'11 Proceedings of the 2nd international conference on Applied informatics and computing theory
Information Sciences: an International Journal
Personalized Learning Course Planner with E-learning DSS using user profile
Expert Systems with Applications: An International Journal
PeRES: a personalized recommendation education system based on multi-agents & SCORM
ICWL'07 Proceedings of the 6th international conference on Advances in web based learning
A literature review and classification of recommender systems research
Expert Systems with Applications: An International Journal
System for recommendation of information based on a management content model using software agents
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Artificial Intelligence Review
Intelligent Decision Technologies - Special issue on Multimedia/Multimodal Human-Computer Interaction in Knowledge-based Environments
Collective intelligence as mechanism of medical diagnosis: The iPixel approach
Expert Systems with Applications: An International Journal
A quality based recommender system to disseminate information in a university digital library
Information Sciences: an International Journal
| Hi-index | 12.07 |
This paper has developed an online personalized English learning recommender system capable of providing ESL students with reading lessons that suit their different interests and therefore increase the motivation to learn. The system, using content-based analysis, collaborative filtering, and data mining techniques, analyzes real students' reading data and generates recommender scores, based on which to help select appropriate lessons for respective students. Its performance having been tracked over a period of one year, this recommender system has proved to be very useful in heightening ESL learners' motivation and interest in reading.