Comparative analysis of recommendation system

Chadha, Akshay; Kaur, Preeti

doi:10.1109/ettlis.2015.7048218

Cited by 3 publications

(2 citation statements)

References 16 publications

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“…Deng, 2020;Gao et al, 2017;Y. Huang et al, 2020;Jiao et al, 2016;Kim et al, 2022;Lee & Hosanagar, 2021;Lina et al, 2022;Ma et al, 2017;Virdi et al, 2020;Wakil et al, 2020;Yadav et al, 2018;Yin et al, 2018;Yunhui et al, 2022;Zhu et al, 2010) User Profile (Abdullah et al, 2010;Adomavicius et al, 2013;Alyari & Jafari Navimipour, 2018;Badriyah et al, 2017;Chadha & Kaur, 2015;Congying et al, 2016;W. Deng, 2020;Heimbach et al, 2015;Khodabandehlou et al, 2021;Priya et al, 2015;Wakil et al, 2020;Yadav et al, 2018;Yin et al, 2018;M.…”

Section: Number Of Research Papers Selected Per Yearunclassified

“…The following are the various factors that have been clustered together under the head of the user profile: user profile (Abdullah et al, 2010;Badriyah et al, 2017;Chadha & Kaur, 2015;Congying et al, 2016;Deng, 2020;Wakil et al, 2020;Yadav et al, 2018;Yin et al, 2018;Zhang & Bockstedt, 2020); customer profile (Khodabandehlou et al, 2021); user demographics (Heimbach et al, 2015;Khodabandehlou et al, 2021;Zhu et al, 2010); demographic profile (Alyari & Jafari Navimipour, 2018); user description (Adomavicius et al, 2013;Gao et al, 2017); and user database (Priya et al, 2015).…”

Section: User Profilementioning

confidence: 99%

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Recommender systems: A systematic literature review, synthesis and framework for future capabilities

Bokadia,

Jain,

Singhi

2024

Multidiscip. Rev.

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This study offers a comprehensive exploration of recommender systems (RSs) with a focus on their influence on consumers’ purchase intentions in the realm of e-commerce. Employing the Scientific Procedures and Rationales for Systematic Literature Reviews (SPAR-4-SLR) method, the authors identified and evaluated 908 high-quality papers to systematically categorize RS. This paper outlines these categories and reviews major developments within them, identifying significant constructs influencing consumer purchasing decisions. The outcome is a conceptual framework illustrating the interrelationships among these constructs, providing a novel contribution to the literature. This framework lays the groundwork for future studies in the field and provides valuable insights for marketing professionals seeking to develop RS-based strategies.

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