Pre-processing of RDF data for METIS partitioning

被引:0
|
作者
Benhamed, Siham [1 ,2 ]
Nait-Bahloul, Safia [3 ]
机构
[1] LITIO Laboratory, University Oran 1, Ahmed Ben Bella, Oran, Algeria
[2] Department of Computing and Mathematics, University Abdelhamid Ibn Badis – Mostaganem, Mostaganem, Algeria
[3] LITIO Laboratory, Department of Computer Science, University Oran 1, Ahmed Ben Bella, Oran, Algeria
关键词
Semantics;
D O I
10.1504/IJMSO.2023.135345
中图分类号
学科分类号
摘要
The partitioning of RDF data on a large scale allows generating a set of RDF data subgraphs. METIS is a graph partitioning technique that minimises the cost of partitioning. METIS applies, among other things, to RDF graphs. However, the semantics introduced in the description of RDF data is not taken into account in the partitioning process in METIS. For this, we propose in this paper a step of pre-processing RDF data before partitioning these data. The objective of this step is to improve the quality of semantic partitioning of RDF graphs. The evaluation of the RDF pre-processing step for METIS was performed on real and synthetic data. Copyright © 2023 Inderscience Enterprises Ltd.
引用
收藏
页码:152 / 171
相关论文
共 50 条
  • [1] Optimization of RDF Data Preprocessing for METIS Partitioning
    Benhamed, Siham
    Nait-Bahloul, Safia
    [J]. EUROPE AND MENA COOPERATION ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGIES, 2017, 520 : 245 - 253
  • [2] Pre-processing of the speech data
    不详
    [J]. ROBUST ADAPTATION TO NON-NATIVE ACCENTS IN AUTOMATIC SPEECH RECOGNITION, 2002, 2560 : 15 - 19
  • [3] Pre-processing for data clustering
    Frigui, H
    [J]. NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1AND 2: FUZZY SETS IN THE HEART OF THE CANADIAN ROCKIES, 2004, : 967 - 972
  • [4] Linked Data Partitioning for RDF Processing on Apache Spark
    Atashkar, Amir Hossein
    Ghadiri, Nasser
    Joodaki, Mehdi
    [J]. 2017 3RD INTERNATIONAL CONFERENCE ON WEB RESEARCH (ICWR), 2017, : 73 - 77
  • [5] Statement Hypergraph as Partitioning Model for RDF Data Processing
    Yuan, Pingpeng
    Zhang, Wenya
    Jin, Hai
    Wu, Buwen
    [J]. 2012 IEEE ASIA-PACIFIC SERVICES COMPUTING CONFERENCE (APSCC), 2012, : 138 - 145
  • [6] On Pre-processing Algorithms for Data Stream
    Duda, Piotr
    Jaworski, Maciej
    Pietruczuk, Lena
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, PT II, 2012, 7268 : 56 - 63
  • [7] PRE-PROCESSING OF DATA FOR CHARACTER RECOGNITION
    ALCORN, TM
    HOGGAR, CW
    [J]. MARCONI REVIEW, 1969, 32 (172): : 61 - &
  • [8] Pre-processing Agilent microarray data
    Zahurak, Marianna
    Parmigiani, Giovanni
    Yu, Wayne
    Scharpf, Robert B.
    Berman, David
    Schaeffer, Edward
    Shabbeer, Shabana
    Cope, Leslie
    [J]. BMC BIOINFORMATICS, 2007, 8 (1)
  • [9] Kurtosis removal for data pre-processing
    Loperfido, Nicola
    [J]. ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2023, 17 (01) : 239 - 267
  • [10] Intelligent assistance for data pre-processing
    Bilalli, Besim
    Abello, Alberto
    Aluja-Banet, Tomas
    Wrembel, Robert
    [J]. COMPUTER STANDARDS & INTERFACES, 2018, 57 : 101 - 109