Recommender system in E-commerce: Research status and prospect

被引：0

作者：

Su, Yidan ^{[1
]}

Wang, Yucai ^{[1
]}

机构：

[1] Shanghai Univ Sci & Technol, Sch Management, Shanghai 200093, Peoples R China

来源：

2005 International Symposium on Computer Science and Technology, Proceedings | 2005年

关键词：

E-commerce; recommender system; algorithm; evaluation metrics;

D O I：

暂无

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this work, we present a survey of the field of recommender systems in E-commerce and provide a brief review of different recommended systems' algorithms, which have been proposed ill the recent literature. The paper also describes various limitations of current recommender methods and evaluation metrics, and then discusses possible extensions that call improve recommender system's capabilities.

引用

页码：522 / 530

页数：9

共 50 条

[1] A Novel Recommender System for E-Commerce
Chu, Pang-Ming
Lee, Shie-Jue
[J]. 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI), 2017,
[2] Research and Implementation of Multiple Behavior Based Recommender System in E-Commerce
Lei, Wei
Wu, Gang
[J]. 2ND INTERNATIONAL CONFERENCE ON SIMULATION AND MODELING METHODOLOGIES, TECHNOLOGIES AND APPLICATIONS (SMTA 2015), 2015, : 871 - 876
[3] Contextual recommender system for E-commerce applications
Khan, Zafran
Hussain, Muhammad Ishfaq
Iltaf, Naima
Kim, Joonmo
Jeon, Moongu
[J]. APPLIED SOFT COMPUTING, 2021, 109 (109)
[4] Building a better recommender system in E-commerce
黎星星
[J]. Journal of Chongqing University(English Edition), 2003, (01) : 68 - 72
[5] Recommender Systems in E-Commerce
Sivapalan, Sanjeevan
Sadeghian, Alireza
Rahnama, Hossein
Madni, Asad M.
[J]. 2014 WORLD AUTOMATION CONGRESS (WAC): EMERGING TECHNOLOGIES FOR A NEW PARADIGM IN SYSTEM OF SYSTEMS ENGINEERING, 2014,
[6] Sequential Pattern Mining for e-Commerce Recommender System
Trivonanda, Ridho
Mahendra, Rahmad
Budi, Indra
Hidayat, Rani Aulia
[J]. ICACSIS 2020: 2020 12TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND INFORMATION SYSTEMS (ICACSIS), 2020, : 393 - 398
[7] Hybrid recommender system for vertical e-commerce website
Hong, Wen-Xing
Weng, Yang
Zhu, Shun-Zhi
Li, Mao-Qing
[J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2010, 30 (05): : 928 - 935
[8] A heuristic as basis for an adaptive e-commerce recommender system
Wach, Elmar P.
[J]. 2012 12TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2012, : 410 - 415
[9] A Review on E-Commerce Recommender Applications
Sterlin, C. L. Stefi
Sandhya, A.
Merlin, Sharon S.
Sam, B. Baron
[J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY INFORMATION AND COMMUNICATION (ICCPEIC), 2017, : 387 - 391
[10] A survey of E-Commerce recommender systems
Wei, Kangning
Huang, Jinghua
Fu, Shaohong
[J]. 2007 INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1-3, 2007, : 734 - +

← 1 2 3 4 5 →