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Table 5 Classification of most relevant research articles

From: A systematic review and research perspective on recommender systems

References

Sector/application fields

 

Techniques used

 

Entertainment

Health

Tourism

Web/e-commerce

Education

Social media/ others

Collaborative

Content-based

Hybrid

Castellano et al. [1]

   

*

  

*

  

Crespo et al. [2]

    

*

 

*

 

*

Lin et al. [3]

     

*

*

  

Wang and Wu [4]

    

*

 

*

  

García-Crespo et al. [5]

  

*

   

*

  

Dong et al. [6]

     

*

*

  

Li et al. [7]

     

*

  

*

Lorenzi et al. [8]

  

*

    

*

 

Huang et al. [9]

     

*

*

  

Chen  et al. [10]

 

*

    

*

  

Mohanraj et al. [11]

   

*

    

*

Hsu et al. [12]

     

*

  

*

Gemmell et al. [13]

*

  

*

 

*

  

*

Choi et al. [14]

   

*

  

*

  

Garibaldi et al. [15]

 

*

    

*

  

Salehi and Kmalabadi [16]

    

*

  

*

 

Aher and Lobo [17]

    

*

 

*

  

Kardan and Ebrahimi [18]

*

  

*

*

*

 

*

 

Chang et al. [19]

*

     

*

  

Lucas et al. [20]

  

*

   

*

  

Niu et al. [21]

*

  

*

  

*

  

Liu et al. [22]

  

*

     

*

Bakshi et al. [23]

*

       

*

Kim and Shim [24]

   

*

  

*

  

Wang et al. [25]

*

       

*

Kolomvatsos et al. [26]

*

     

*

  

Gottschlich et al. [27]

     

*

  

*

Torshizi et al. [28]

 

*

      

*

Zahálka et al. [29]

  

*

   

*

  

Sankar et al. [30]

     

*

*

  

Chen et al. [31]

*

       

*

Wu et al. [32]

     

*

  

*

Yeh and Cheng [33]

  

*

     

*

Liao et al. [34]

   

*

  

*

  

Li et al. [35]

*

     

*

  

Wu et al. [36]

     

*

  

*

Adeniyi et al. [37]

   

*

  

*

  

Rawat and Kankanhalli [38]

  

*

  

*

  

*

Yang et al. [39]

   

*

 

*

*

  

Lee et al. [40]

*

     

*

  

Wei et al. [41]

*

     

*

  

Li et al. [42]

*

     

*

  

Mezei and Nikou [43]

 

*

      

*

Ayata et al. [44]

 

*

    

*

  

Zhao et al. [45]

*

     

*

  

Hammou et al. [46]

*

     

*

  

Zhao et al. [47]

*

     

*

  

Bhaskaran and Santhi [48]

    

*

   

*

Afolabi and Toivanen [59]

 

*

    

*

  

He et al. [60]

*

     

*

  

Han et al. [49]

 

*

      

*

Kang et al. [50]

   

*

  

*

  

Ullah et al. [51]

   

*

  

*

 

*

Cai et al. [52]

*

       

*

Esteban et al. [53]

    

*

   

*

Mondal et al. [54]

 

*

    

*

  

Dhelim et al. [55]

     

*

*

  

Bhalse et al. [56]

*

     

*

  

Ke et al. [57]

     

*

*

  

Chen et al. [58]

*

     

*