Combining Collaborative Filtering and Sequential Pattern Mining for Recommendation in E-Learning Environment

Advances in Web-Based Learning - ICWL 2011 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-25813-8_33 ◽

2011 ◽

pp. 305-313 ◽

Cited By ~ 4

Author(s):

Yi Li ◽

Zhendong Niu ◽

Wei Chen ◽

Wenshi Zhang

Keyword(s):

Learning Environment ◽

Collaborative Filtering ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

E Learning

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A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining

Future Generation Computer Systems ◽

10.1016/j.future.2017.02.049 ◽

2017 ◽

Vol 72 ◽

pp. 37-48 ◽

Cited By ~ 64

Author(s):

John K. Tarus ◽

Zhendong Niu ◽

Abdallah Yousif

Keyword(s):

Recommender System ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

Knowledge Based ◽

Hybrid Knowledge ◽

E Learning

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The Explore of the Web-Based Learning Environment Base on Web Sequential Pattern Mining

2009 International Conference on Computational Intelligence and Software Engineering ◽

10.1109/cise.2009.5364267 ◽

2009 ◽

Cited By ~ 1

Author(s):

Hai-yan Wu ◽

Jing-jun Zhu ◽

Xin-yu Zhang

Keyword(s):

Learning Environment ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

Web Based ◽

Web Based Learning ◽

The Web

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A hybrid recommender system for e-learning based on context awareness and sequential pattern mining

Soft Computing ◽

10.1007/s00500-017-2720-6 ◽

2017 ◽

Vol 22 (8) ◽

pp. 2449-2461 ◽

Cited By ~ 24

Author(s):

John K. Tarus ◽

Zhendong Niu ◽

Dorothy Kalui

Keyword(s):

Recommender System ◽

Context Awareness ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

E Learning ◽

Hybrid Recommender System ◽

Hybrid Recommender

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Personalized recommendation of learning material using sequential pattern mining and attribute based collaborative filtering

Education and Information Technologies ◽

10.1007/s10639-012-9245-5 ◽

2012 ◽

Vol 19 (4) ◽

pp. 713-735 ◽

Cited By ~ 36

Author(s):

Mojtaba Salehi ◽

Isa Nakhai Kamalabadi ◽

Mohammad Bagher Ghaznavi Ghoushchi

Keyword(s):

Collaborative Filtering ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

Personalized Recommendation ◽

Learning Material

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Book Recommendation for eLearning Using Collaborative Filtering and Sequential Pattern Mining

2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI) ◽

10.1109/icdabi51230.2020.9325599 ◽

2020 ◽

Author(s):

Taushif Anwar ◽

V. Uma ◽

Shahjad

Keyword(s):

Collaborative Filtering ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern

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Personalised e-learning system using learner profile ontology and sequential pattern mining-based recommendation

International Journal of Business Intelligence and Data Mining ◽

10.1504/ijbidm.2017.082704 ◽

2017 ◽

Vol 12 (1) ◽

pp. 78 ◽

Cited By ~ 2

Author(s):

S. Muruganandam ◽

Narayanasamy Srininvasan

Keyword(s):

Pattern Mining ◽

Sequential Pattern Mining ◽

Learning System ◽

Sequential Pattern ◽

E Learning ◽

Learner Profile

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Extended PrefixSpan for Efficient Sequential Pattern Mining in a Game-based Learning Environment

Proceedings of the 2020 2nd Asia Pacific Information Technology Conference ◽

10.1145/3379310.3381044 ◽

2020 ◽

Author(s):

Raymond S. Bermudez ◽

Ariel M. Sison ◽

Ruji P. Medina

Keyword(s):

Learning Environment ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

Game Based Learning

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Knowledge Point Recommendation Algorithm based on Enhanced Correction Factor and Weighted Sequential Pattern Mining

International Journal of Performability Engineering ◽

10.23940/ijpe.20.04.p6.549559 ◽

2020 ◽

Vol 16 (4) ◽

pp. 549

Author(s):

Zhaoyu Shou ◽

Yanguo Wang ◽

Yiru Wen ◽

Huibing Zhang

Keyword(s):

Correction Factor ◽

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

Recommendation Algorithm

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Application of FP_Growth Algorithm of Sequential Pattern Mining on Container Maintenance Components Association

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei51763.2020.9263649 ◽

2020 ◽

Author(s):

Lingxizhu ◽

Yufeiguo ◽

Jingyiwang

Keyword(s):

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern

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Keyword extraction based on sequential pattern mining

Proceedings of the Third International Conference on Internet Multimedia Computing and Service - ICIMCS '11 ◽

10.1145/2043674.2043685 ◽

2011 ◽

Cited By ~ 9

Author(s):

Jiajia Feng ◽

Fei Xie ◽

Xuegang Hu ◽

Peipei Li ◽

Jie Cao ◽

...

Keyword(s):

Pattern Mining ◽

Sequential Pattern Mining ◽

Sequential Pattern ◽

Keyword Extraction

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