Fuzzy Queries over NoSQL Graph Databases: Perspectives for Extending the Cypher Language

被引:0
|
作者
Castelltort, Arnaud [1 ]
Laurent, Anne [1 ]
机构
[1] LIRMM, Montpellier, France
关键词
Fuzzy Queries; NoSQL Graph Databases; Neo4j; Cypher; Cypherf;
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
When querying databases, users often wish to express vague concepts, as for instance asking for the cheap hotels. This has been extensively studied in the case of relational databases. In this paper, we propose to study how such useful techniques can be adapted to NoSQL graph databases where the role of fuzziness is crucial. Such databases are indeed among the fastest-growing models for dealing with big data, especially when dealing with network data (e. g., social networks). We consider the Cypher declarative query language proposed for Neo4j which is the current leader on this market, and we present how to express fuzzy queries.
引用
收藏
页码:384 / 395
页数:12
相关论文
共 19 条
  • [1] Handling scalable approximate queries over NoSQL graph databases: Cypherf and the Fuzzy4S framework
    Castelltort, Arnaud
    Martin, Trevor
    FUZZY SETS AND SYSTEMS, 2018, 348 : 21 - 49
  • [2] A fuzzy logic-based approach for fuzzy queries over NoSQL graph database
    Ahmadi, Zahra
    Parand, Fereshteh-Azadi
    Matinfar, Farzam
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (01):
  • [3] On mutation testing of graph database queries in the Cypher language
    Ariwaka, Shingo
    Tsuchiya, Tatsuhiro
    PROCEEDINGS OF THE 2023 30TH ASIA-PACIFIC SOFTWARE ENGINEERING CONFERENCE, APSEC 2023, 2023, : 579 - 583
  • [4] Extracting Fuzzy Summaries from NoSQL Graph Databases
    Castelltort, Arnaud
    Laurent, Anne
    FLEXIBLE QUERY ANSWERING SYSTEMS 2015, 2016, 400 : 189 - 200
  • [5] Fuzzy Quantified Structural Queries to Fuzzy Graph Databases
    Pivert, Olivier
    Slama, Olfa
    Thion, Virginie
    SCALABLE UNCERTAINTY MANAGEMENT, SUM 2016, 2016, 9858 : 260 - 273
  • [6] Fuzzy quality-Aware queries to graph databases
    Pivert, Olivier
    Scholly, Etienne
    Smits, Gregory
    Thion, Virginie
    INFORMATION SCIENCES, 2020, 521 : 160 - 173
  • [7] Data Path Queries over Embedded Graph Databases
    Figueira, Diego
    Jez, Artur
    Lin, Anthony W.
    PROCEEDINGS OF THE 41ST ACM SIGMOD-SIGACT-SIGAI SYMPOSIUM ON PRINCIPLES OF DATABASE SYSTEMS (PODS '22), 2022, : 189 - 201
  • [8] Expression and efficient evaluation of fuzzy quantified structural queries to fuzzy graph databases
    Pivert, Olivier
    Slama, Olfa
    Thion, Virginie
    FUZZY SETS AND SYSTEMS, 2019, 366 : 3 - 17
  • [9] Understanding Natural Language Queries over Relational Databases
    Li, Fei
    Jagadish, H. V.
    SIGMOD RECORD, 2016, 45 (01) : 6 - 13
  • [10] Extending geographic databases for a query language to support queries involving statistical data
    Ferri, F
    Pourabbas, E
    Rafanelli, M
    Ricci, FL
    12TH INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT, PROCEEDINGS, 2000, : 220 - 230