Research on Recommendation Models for One-class Collaborative Filtering

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Summary, etc.：: Recommender systems have become an indispensable tool for real-world applications. One-class collaborative filtering has attracted much attention in r...

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Material Type: 博士論文
Title: Research on Recommendation Models for One-class Collaborative Filtering
Author/Editor: 张, 茜
Author Heading: 张, 茜チョウ, セン
Publication Date: 2022-03-23
Publication Date (W3CDTF): 2022-03-23
Alternative Title: 1クラス協調フィルタリングの推奨モデルに関する研究
Dissertation Number: 甲先第432号
Text Language Code: und
Subject Heading: collaborative filtering
one-class problem
recommendation models
BPR
pairwise ranking methods
Target Audience: 一般
Format (IMT): application/pdf
Source: fulltext
https://tokushima-u.repo.nii.ac.jp/record/2009964/files/k3635_fulltext.pdf
Access Restrictions: インターネット公開
Data Provider (Database): 国立情報学研究所 : 学術機関リポジトリデータベース（IRDB）（機関リポジトリ）
https://irdb.nii.ac.jp
Original Data Provider (Database): 徳島大学 : 徳島大学機関リポジトリ