Recommendation systems: a review
This article presents an overview of recommendation systems and illustrates the present generation of recommendation techniques that are usually categorized into the following three main classes: Collaborative Filtering (CF), Content-Based Filtering (CBF), and Hybrid Recommendation approaches. This...
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| Format: | Article |
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2013
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| _version_ | 1796857990017449984 |
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| author | Nabizadeh Rafsanjani, Amir Hossein Salim, Naomie Aghdam, Atae Rezaei Fard, Karamollah Bagheri |
| author_facet | Nabizadeh Rafsanjani, Amir Hossein Salim, Naomie Aghdam, Atae Rezaei Fard, Karamollah Bagheri |
| author_sort | Nabizadeh Rafsanjani, Amir Hossein |
| collection | ePrints |
| description | This article presents an overview of recommendation systems and illustrates the present generation of recommendation techniques that are usually categorized into the following three main classes: Collaborative Filtering (CF), Content-Based Filtering (CBF), and Hybrid Recommendation approaches. This paper also describes several weaknesses of current recommendation techniques |
| first_indexed | 2024-03-05T19:06:02Z |
| format | Article |
| id | utm.eprints-41051 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T19:06:02Z |
| publishDate | 2013 |
| record_format | dspace |
| spelling | utm.eprints-410512017-02-15T06:52:30Z http://eprints.utm.my/41051/ Recommendation systems: a review Nabizadeh Rafsanjani, Amir Hossein Salim, Naomie Aghdam, Atae Rezaei Fard, Karamollah Bagheri This article presents an overview of recommendation systems and illustrates the present generation of recommendation techniques that are usually categorized into the following three main classes: Collaborative Filtering (CF), Content-Based Filtering (CBF), and Hybrid Recommendation approaches. This paper also describes several weaknesses of current recommendation techniques 2013 Article PeerReviewed Nabizadeh Rafsanjani, Amir Hossein and Salim, Naomie and Aghdam, Atae Rezaei and Fard, Karamollah Bagheri (2013) Recommendation systems: a review. International Journal of Computational Engineering Research, 3 (5). pp. 47-52. ISSN 2278-5795 |
| spellingShingle | Nabizadeh Rafsanjani, Amir Hossein Salim, Naomie Aghdam, Atae Rezaei Fard, Karamollah Bagheri Recommendation systems: a review |
| title | Recommendation systems: a review |
| title_full | Recommendation systems: a review |
| title_fullStr | Recommendation systems: a review |
| title_full_unstemmed | Recommendation systems: a review |
| title_short | Recommendation systems: a review |
| title_sort | recommendation systems a review |
| work_keys_str_mv | AT nabizadehrafsanjaniamirhossein recommendationsystemsareview AT salimnaomie recommendationsystemsareview AT aghdamataerezaei recommendationsystemsareview AT fardkaramollahbagheri recommendationsystemsareview |