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
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
收藏
页码:127 / 137
页数:11
相关论文
共 50 条
  • [21] Graph convolution machine for context-aware recommender system
    Jiancan Wu
    Xiangnan He
    Xiang Wang
    Qifan Wang
    Weijian Chen
    Jianxun Lian
    Xing Xie
    [J]. Frontiers of Computer Science, 2022, 16
  • [22] A Context-Aware Personalized Hybrid Book Recommender System
    Arabi, Hossein
    Balakrishnan, Vimala
    Shuib, Nor Liyana Mohd
    [J]. JOURNAL OF WEB ENGINEERING, 2020, 19 (3-4): : 405 - 427
  • [23] A Decision Tree Based Context-Aware Recommender System
    Linda, Sonal
    Bharadwaj, K. K.
    [J]. INTELLIGENT HUMAN COMPUTER INTERACTION, 2018, 11278 : 293 - 305
  • [24] Investigating Trust in Context-Aware Recommender System in Education
    Rani, Neha
    [J]. 2023 IEEE INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES, ICALT, 2023, : 370 - 372
  • [25] Context-Aware Recommender System based on Content Filtering
    Abusair, Mai
    Sharaf, Mohammad
    Bozeya, Mosab
    Beiruti, Abdulrhman
    [J]. 2021 IEEE 15TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT2021), 2021,
  • [26] Context-aware recommender system for adaptive ubiquitous learning
    Boyinbode, Olutayo
    Fatoke, Tunde
    [J]. INTERNATIONAL JOURNAL OF MOBILE LEARNING AND ORGANISATION, 2021, 15 (04) : 409 - 426
  • [27] Context-aware recommender system using trust network
    El Yebdri, Zeyneb
    Benslimane, Sidi Mohammed
    Lahfa, Fedoua
    Barhamgi, Mahmoud
    Benslimane, Djamal
    [J]. COMPUTING, 2021, 103 (09) : 1919 - 1937
  • [28] A Context Modelling System and Learning Tool for Context-Aware Recommender Systems
    Mettouris, Christos
    Achilleos, Achilleas P.
    Papadopoulos, George Angelos
    [J]. SCALING UP LEARNING FOR SUSTAINED IMPACT, 2013, 8095 : 619 - 620
  • [29] Context-Aware Recommender for Smart Health
    Casino, Fran
    Batista, Edgar
    Patsakis, Constantinos
    Solanas, Agusti
    [J]. 2015 IEEE FIRST INTERNATIONAL SMART CITIES CONFERENCE (ISC2), 2015,
  • [30] An Improved Context-Aware Recommender Algorithm
    Miao, Huiyu
    Luo, Bingqing
    Sun, Zhixin
    [J]. INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2016, PT I, 2016, 9771 : 153 - 162