An effective threshold-based neighbor selection in collaborative filtering

被引：0

作者：

Kim, Taek-Hun ^{[1
]}

Yang, Sung-Bong ^{[1
]}

机构：

[1] Yonsei Univ, Dept Comp Sci, Seoul 120749, South Korea

来源：

ADVANCES IN INFORMATION RETRIEVAL | 2007年 / 4425卷

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we present a recommender system using an effective threshold-based neighbor selection in collaborative filtering. The proposed method uses the substitute neighbors of the test customer who may have an unusual preferences or who are the first rater. The experimental results show that the recommender systems using the proposed method find the proper neighbors and give a good prediction quality.

引用

页码：712 / +

页数：2

共 50 条

[1] An entropy-based neighbor selection approach for collaborative filtering
Kaleli, Cihan
KNOWLEDGE-BASED SYSTEMS, 2014, 56 : 273 - 280
[2] Naive Random Neighbor Selection for Memory Based Collaborative Filtering
Wibowo, Agung Toto
Rahmawati, Aulia
2015 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2015, : 351 - 355
[3] An improved neighbor selection algorithm in collaborative filtering
Kim, TH
Yang, SB
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2005, E88D (05): : 1072 - 1076
[4] A Neighbor Selection Method Based on Network Community Detection for Collaborative Filtering
Guo, Lin
Peng, Qinke
2014 IEEE/ACIS 13TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2014, : 143 - 148
[5] Join processing with threshold-based filtering in MapReduce
Taewhi Lee
Hye-Chan Bae
Hyoung-Joo Kim
The Journal of Supercomputing, 2014, 69 : 793 - 813
[6] Join processing with threshold-based filtering in MapReduce
Lee, Taewhi
Bae, Hye-Chan
Kim, Hyoung-Joo
JOURNAL OF SUPERCOMPUTING, 2014, 69 (02): : 793 - 813
[7] Engineering threshold-based selection systems
Pedone, Katherine H.
Gonzalez-Perez, Vanessa
Leopold, Luciana E.
Rasmussen, Neal R.
Der, Channing J.
Cox, Adrienne D.
Ahmed, Shawn
Reiner, David J.
G3-GENES GENOMES GENETICS, 2021, 11 (09):
[8] TeCNTS: A Robust Collaborative Filtering Recommendation Scheme Based on Time-effective Close Neighbor Trusted Selection Strategy
Han, Zhigeng
Fan, Yuanzhe
Chen, Geng
Zhou, Ting
2022 TENTH INTERNATIONAL CONFERENCE ON ADVANCED CLOUD AND BIG DATA, CBD, 2022, : 194 - 199
[9] Threshold-Based Hybrid Relay Selection Scheme
Song, Xin
Zhang, MingLei
Liu, WenMin
Liu, Feng
PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 222 - 227
[10] Threshold-based selection combining for relay networks
Nagarajan, V.
Balasaraswathi, M.
COMPUTERS & ELECTRICAL ENGINEERING, 2017, 60 : 129 - 139

← 1 2 3 4 5 →