Holistic graph-based document representation and management for open science

被引:0
|
作者
Stefano Ferilli
Domenico Redavid
Davide Di Pierro
机构
[1] Università degli Studi di Bari,Dipartimento di Informatica
关键词
Document representation; Knowledge graphs; Document management; Open science;
D O I
暂无
中图分类号
学科分类号
摘要
While most previous research focused only on the textual content of documents, advanced support for document management in digital libraries, for open science, requires handling all aspects of a document: from structure, to content, to context. These different but inter-related aspects cannot be handled separately and were traditionally ignored in digital libraries. We propose a graph-based unifying representation and handling model based on the definition of an ontology that integrates all the different perspectives and drives the document description in order to boost the effectiveness of document management. We also show how even simple algorithms can profitably use our proposed approach to return relevant and personalized outcomes in different document management tasks.
引用
收藏
页码:205 / 227
页数:22
相关论文
共 50 条
  • [31] A local-holistic graph-based descriptor for facial recognition
    Cevik, Taner
    Cevik, Nazife
    Zontul, Metin
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (13) : 19275 - 19298
  • [32] Segments Graph-Based Approach for Smartphone Document Capture
    Zhukovsky, Alexander E.
    Arlazarov, Vladimir V.
    Postnikov, Vasiliy V.
    Krivtsov, Valeriy E.
    EIGHTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2015), 2015, 9875
  • [33] A Keyphrase Graph-Based Method for Document Similarity Measurement
    Huynh, ThanhThuong T.
    TruongAn PhamNguyen
    Do, Nhon, V
    ENGINEERING LETTERS, 2022, 30 (02) : 692 - 710
  • [34] Learning Similarity Functions in Graph-Based Document Summarization
    Ouyang, You
    Li, Wenjie
    Wei, Furu
    Lu, Qin
    COMPUTER PROCESSING OF ORIENTAL LANGUAGES: LANGUAGE TECHNOLOGY FOR THE KNOWLEDGE-BASED ECONOMY, 2009, 5459 : 189 - 200
  • [35] Graph-based Similarity for Document Retrieval in the Biomedical Domain
    Zuluaga, Adelaida A.
    Rosso, Andres A.
    PROCEEDINGS OF 2022 7TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING TECHNOLOGIES, ICMLT 2022, 2022, : 180 - 184
  • [36] A local-holistic graph-based descriptor for facial recognition
    Taner Cevik
    Nazife Cevik
    Metin Zontul
    Multimedia Tools and Applications, 2023, 82 : 19275 - 19298
  • [37] Is fragment-based graph a better graph-based molecular representation for drug design? A comparison study of graph-based models
    Chen, Baiyu
    Pan, Ziqi
    Mou, Minjie
    Zhou, Yuan
    Fu, Wei
    COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 169
  • [38] Graph-based software process management
    Heimann, P
    Krapp, CA
    Westfechtel, B
    Joeris, G
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 1997, 7 (04) : 431 - 455
  • [39] Graph-based Optimistic Transaction Management
    Henskens, Frans A.
    Ashton, Maurice G.
    JOURNAL OF OBJECT TECHNOLOGY, 2007, 6 (06): : 131 - 148
  • [40] Graph-Based RDF Data Management
    Zou L.
    Özsu M.T.
    Data Science and Engineering, 2017, 2 (1) : 56 - 70