A Hybrid Approach to Solve Cold Start Problem in Recommender Systems using Association Rules and Clustering Technique

International Journal of Computer Applications ◽

10.5120/12873-9697 ◽

2013 ◽

Vol 74 (4) ◽

pp. 17-23 ◽

Author(s):

Hridya Sobhanam ◽

A. K. Mariappan

Keyword(s):

Recommender Systems ◽

Association Rules ◽

Hybrid Approach ◽

Clustering Technique ◽

Cold Start Problem

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Addressing cold start problem in recommender systems using association rules and clustering technique

2013 International Conference on Computer Communication and Informatics ◽

10.1109/iccci.2013.6466121 ◽

2013 ◽

Author(s):

Hridya Sobhanam ◽

A. K. Mariappan

Keyword(s):

Recommender Systems ◽

Association Rules ◽

Clustering Technique ◽

Cold Start Problem

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Alleviating the cold-start problem of recommender systems using a new hybrid approach

2010 5th International Symposium on Telecommunications ◽

10.1109/istel.2010.5734161 ◽

2010 ◽

Author(s):

Javad Basiri ◽

Azadeh Shakery ◽

Behzad Moshiri ◽

Morteza Zi Hayat

Keyword(s):

Recommender Systems ◽

Hybrid Approach ◽

Cold Start Problem

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Using Association Rules to Solve the Cold-Start Problem in Recommender Systems

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13657-3_37 ◽

2010 ◽

pp. 340-347 ◽

Author(s):

Gavin Shaw ◽

Yue Xu ◽

Shlomo Geva

Keyword(s):

Recommender Systems ◽

Association Rules ◽

Cold Start Problem

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Using OWA Approach to Solve Cold-Start Problem of Recommender Systems

2020 10th International Conference on Computer and Knowledge Engineering (ICCKE) ◽

10.1109/iccke50421.2020.9303692 ◽

2020 ◽

Author(s):

Mohammad Soleymannejad ◽

Alireza Basiri

Keyword(s):

Recommender Systems ◽

Cold Start Problem

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Addressing the Cold-Start Problem Using Data Mining Techniques and Improving Recommender Systems by Cuckoo Algorithm: A Case Study of Facebook

Computing in Science & Engineering ◽

10.1109/mcse.2018.2875321 ◽

2020 ◽

Vol 22 (4) ◽

pp. 62-73 ◽

Author(s):

Saman Forouzandeh ◽

Atae Rezaei Aghdam ◽

Soran Forouzandeh ◽

Shuxiang Xu

Keyword(s):

Data Mining ◽

Recommender Systems ◽

Data Mining Techniques ◽

Cold Start Problem ◽

Cuckoo Algorithm

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A survey on solving cold start problem in recommender systems

2017 International Conference on Computing, Communication and Automation (ICCCA) ◽

10.1109/ccaa.2017.8229786 ◽

2017 ◽

Author(s):

Jyotirmoy Gope ◽

Sanjay Kumar Jain

Keyword(s):

Recommender Systems ◽

Cold Start Problem

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Handling cold start problem in Recommender Systems by using Interaction Based Social Proximity factor

2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI) ◽

10.1109/icacci.2015.7275909 ◽

2015 ◽

Author(s):

Punam Bedi ◽

Chhavi Sharma ◽

Pooja Vashisth ◽

Deepika Goel ◽

Muskan Dhanda

Keyword(s):

Recommender Systems ◽

Social Proximity ◽

Cold Start Problem

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Facing the cold start problem in recommender systems

Expert Systems with Applications ◽

10.1016/j.eswa.2013.09.005 ◽

2014 ◽

Vol 41 (4) ◽

pp. 2065-2073 ◽

Author(s):

Blerina Lika ◽

Kostas Kolomvatsos ◽

Stathes Hadjiefthymiades

Keyword(s):

Recommender Systems ◽

Cold Start Problem

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Dealing with the new user cold-start problem in recommender systems: A comparative review

Information Systems ◽

10.1016/j.is.2014.10.001 ◽

2016 ◽

Vol 58 ◽

pp. 87-104 ◽

Author(s):

Le Hoang Son

Keyword(s):

Recommender Systems ◽

Comparative Review ◽

Cold Start Problem

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Cold Start Problem in Social Recommender Systems: State-of-the-Art Review

Advances in Intelligent Systems and Computing - Advances in Computer Communication and Computational Sciences ◽

10.1007/978-981-13-0341-8_10 ◽

2018 ◽

pp. 105-115 ◽

Author(s):

V. R. Revathy ◽

S. Pillai Anitha

Keyword(s):

Recommender Systems ◽

State Of The Art ◽

Social Recommender Systems ◽

Cold Start Problem

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