54
Views
1
CrossRef citations to date
0
Altmetric
Articles

Multifaceted recommender systems methods: A review

, &

References

  • Yang, Xiwang, et al. “A survey of collaborative filtering based social recommender systems.” Computer Communications 41 (2014): 1-10. doi: 10.1016/j.comcom.2013.06.009
  • Sarwar, Badrul Munir, et al. “Item-based collaborative filtering recommendation algorithms.” Www 1 (2001): 285-295.
  • Gomez-Uribe CA, Hunt N (2015) The Netflix Recommender System. ACM Transactions on Management Information Systems 6:1–19. doi: 10.1145/2843948
  • Pradeep Kumar Singh, Pijush Kanti, Dutta Pramanik & Prasenjit Choudhury (2019) An improved similarity calculation method for collaborative filtering-based recommendation, considering neighbor’s liking and disliking of categorical attributes of items, Journal of Information and Optimization Sciences, 40:2, 397–412, DOI: 10.1080/02522667.2019.1580881
  • Benesty, Jacob, et al. “Pearson correlation coefficient.” Noise reduction in speech processing. Springer, Berlin, Heidelberg, 2009. 1-4.
  • Das S, Das S, Beginners Guide to learn about Content Based Recommender Engine. In: Analytics Vidhya. https://www.analytics-vidhya.com/blog/2015/08/beginners-guide-learn-content-based-recommender-systems/. Accessed 28 Feb 2019
  • Linden G, Smith B, York J (2003) Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Computing 7:76–80. doi: 10.1109/mic.2003.1167344
  • Lu, Jie, et al. “Recommender system application developments: a survey.” Decision Support Systems 74 (2015): 12-32. doi: 10.1016/j.dss.2015.03.008
  • Hector Yago, Julia Clemente & Daniel Rodriguez (2018) Competence-based recommender systems: a systematic literature review, Behaviour & Information Technology, 37:10-11, 958–977, DOI: 10.1080/0144929X.2018.1496276
  • Arunodaya Raj Mishra, Divya Jain & D. S. Hooda (2016) On fuzzy distance and induced fuzzy information measures, Journal of Information and Optimization Sciences, 37:2, 193-211 doi: 10.1080/02522667.2015.1103034
  • Çano, Erion & Morisio, Maurizio. (2017). Hybrid Recommender Systems: A Systematic Literature Review. Intelligent Data Analysis. 21. 1487-1524. 10.3233/IDA-163209.
  • Ricci, Francesco, Lior Rokach, and Bracha Shapira. “Recommender systems: introduction and challenges.” Recommender systems handbook. Springer, Boston, MA, March, 2015. 1-34.
  • Pu, Pearl, Li Chen, and Pratyush Kumar. “Evaluating product search and recommender systems for E-commerce environments.” Electronic Commerce Research 8.1-2 (2008): 1-27. doi: 10.1007/s10660-008-9015-z
  • C. McNair, Worldwide Retail and Ecommerce Sales: eMarketer’s Estimates for 2016–2021. [Online]. eMarketer Online. Available: https://www.emarketer.com/Report/Worldwide-Retail-Ecommerce-Sales-eMarketers-Estimates-20162021. [Accessed: March 16, 2018].

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.