OLAP Queries Context-Aware Recommender System

被引：3

作者：

Negre, Elsa ^{[1
]}

Ravat, Franck ^{[2
]}

Teste, Olivier ^{[2
]}

机构：

[1] Paris Dauphine Univ, PSL Res Univ, LAMSADE, CNRS,UMR 7243, Paris, France

[2] Univ Toulouse, IRIT, CNRS, UMR 5505, Toulouse, France

来源：

DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA 2018), PT II | 2018年 / 11030卷

关键词：

D O I：

10.1007/978-3-319-98812-2_9

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

It becomes hard and tedious to easily obtain relevant decisional data in large data warehouses. In order to ease user exploration during on-line analytical processing analysis, recommender systems are developed. However some recommendations can be inappropriate (irrelevant queries or non-computable queries). To overcome these mismatches, we propose to integrate contextual data into the recommender system. In this paper, we provide (i) an indicator of obsolescence for OLAP queries and (ii) a context-aware recommender system based on a contextual post-filtering for OLAP queries.

引用

页码：127 / 137

页数：11

共 50 条

[31] Context-aware recommender for mobile learners
Benlamri, Rachid
Zhang, Xiaoyun
[J]. HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 2014, 4 : 1 - 34
[32] Workshop on Context-Aware Recommender Systems
Adomavicius, Gediminas
Bauman, Konstantin
Mobasher, Bamshad
Ricci, Francesco
Tuzhilin, Alexander
Unger, Moshe
[J]. RECSYS 2020: 14TH ACM CONFERENCE ON RECOMMENDER SYSTEMS, 2020, : 635 - 637
[33] Context-Aware Explanations in Recommender Systems
Zhong, Jinfeng
Negre, Elsa
[J]. PROGRESSES IN ARTIFICIAL INTELLIGENCE & ROBOTICS: ALGORITHMS & APPLICATIONS, 2022, : 76 - 85
[34] Context-Aware Recommender for Smart Health
Casino, Fran
Batista, Edgar
Patsakis, Constantinos
Solanas, Agusti
[J]. 2015 IEEE FIRST INTERNATIONAL SMART CITIES CONFERENCE (ISC2), 2015,
[35] A Context-Aware Recommender System for Personalized Places in Mobile Applications
Mohamed, Soha A. El-Moemen
Soliman, Taysir Hassan A.
Sewisy, Adel A.
[J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2016, 7 (03) : 442 - 448
[36] liquid: Context-aware distributed queries
Heer, J
Newberger, A
Beckmann, C
Hong, JI
[J]. UBICOMP 2003: UBIQUITOUS COMPUTING, 2003, 2864 : 140 - 148
[37] A Context-Aware Framework for an Intelligent Mall based on Recommender System
Ye, Yuxiang
Zhao, Run
Wang, Dong
[J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY, MANAGEMENT AND HUMANITIES SCIENCE (ETMHS 2015), 2015, 27 : 954 - 957
[38] CONTEXT-AWARE BASED RESTAURANT RECOMMENDER SYSTEM: A PRESCRIPTIVE ANALYTICS
Achmad, Kusuma Adi
Nugroho, Lukito Edi
Djunaedi, Achmad
Widyawan
[J]. JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2019, 14 (05): : 2847 - 2864
[39] D-CARS: A Declarative Context-Aware Recommender System
Lumbantoruan, Rosni
Zhou, Xiangmin
Ren, Yongli
Bao, Zhifeng
[J]. 2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2018, : 1152 - 1157
[40] Context-Aware Recommender System for Location-Based Advertising
Ahn, Hyunchul
Kim, Kyoung-jae
[J]. MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 2091 - +

← 1 2 3 4 5 →