The Pure Cold-Start Problem: A deep study about how to conquer first-time users in recommendations domains

Author:

Silva Nícollas,Carvalho Diego,Pereira Adriano C.M.,Mourão Fernando,Rocha Leonardo

Funder

Brazilian National Institute of Science and Technology

MASWeb

CAPES

CNPq

Finep

Fapemig

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference39 articles.

1. The Paradox of Choice: Why More Is Less;Schwartz,2009

2. Recommender systems survey;Bobadilla;Knowl.-Based Syst.,2013

3. D. Lee, K. Hosanagar, Impact of recommender systems on sales volume and diversity, in: Proceedings of International Conference on Information Systems, 2014, https://aisel.aisnet.org/icis2014/proceedings/EBusiness/40/.

4. An examination of retail website design and conversion rate;McDowell;J. Bus. Res.,2016

5. Conversion rate of online shoppers in the United States as of 4th quarter 2017, by device, Statistics, Inc., 2017, URL https://www.statista.com/statistics/234884/us-online-shopper-conversion-rate-by-device/, (Accessed 14 February 2018).

Cited by 35 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hybrid attribute-based recommender system for personalized e-learning with emphasis on cold start problem;Frontiers in Computer Science;2024-09-09

2. Leveraging item attribute popularity for group recommendation;International Journal of System Assurance Engineering and Management;2024-03-17

3. A Recommendation Approach Based on Heterogeneous Network and Dynamic Knowledge Graph;International Journal of Intelligent Systems;2024-01-03

4. A Content-Collaborative Recommender System based on clustering and ontology;Signal and Data Processing;2023-12-01

5. A new improved KNN-based recommender system;The Journal of Supercomputing;2023-07-04

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3