混合基于质量的推系统:一个系统的文献审查
Bihi Sabiri1, Amal Khtira2, Bouchra El Asri1
1IMS Team, ADMIR Laboratory, Rabat IT Center, ENSIAS, Mohammed V University in Rabat, Rabat 10130, Morocco.
Journal of imaging
|January 24, 2025
概括
混合推系统通过提高产品可见性和用户体验来增强电子商务. 本系统审查审查了混合推方法的最新进展,挑战和机遇.
科学领域:
- 计算机科学 计算机科学
- 信息科学 信息科学 信息科学
- 电子商务 技术 技术 电子商务
背景情况:
- 消费者行为和搜索模式随着技术的发展而演变,影响到电子商务.
- 推系统对于提高在线零售的产品知名度和销售至关重要.
- 混合推系统,结合多种方法,是重要的研究重点.
研究的目的:
- 对混合推系统的最新发展进行系统审查.
- 评估进展,确定共同的方法,探索技术上下文,并突出研究差距.
- 提供有关混合推系统的设计和实施的见解,考虑大数据挑战.
主要方法:
- 系统的文献审查,遵循"科克伦手册"和"基彻纳姆和宪章"的原则.
- 搜索了ACM,谷歌学者,斯科普斯,斯普林格 (过去4年) 和科学网 (所有年份).
- 利用ASReview,这是一个开源的积极学习应用程序,用于高效的文献过.
主要成果:
- 分析混合推系统的趋势,实际应用,优势和局限性.
- 确定混合系统的大数据 (体积,速度,种类) 中的主要挑战和机遇.
- 综述当前混合推算法的最新状态.
结论:
- 混合推系统对于现代电子商务至关重要,提供了增强的用户体验和销售.
- 需要进一步的研究来应对大数据的挑战,并完善混合方法.
- 本综述为未来优化混合推系统的研究提供了基础.
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