A UNIVERSAL RELATION DATA MODEL WITH SEMANTIC ABSTRACTIONS

被引:16
|
作者
CHANG, TH [1 ]
SCIORE, E [1 ]
机构
[1] BOSTON COLL,DEPT COMP SCI,CHESTNUT HILL,MA 02167
基金
美国国家科学基金会;
关键词
ISA HIERARCHIES; NONNAVIGATIONAL QUERY PROCESSING; SEMANTIC DATA MODELS; UNIVERSAL RELATIONS; VIEW UPDATES;
D O I
10.1109/69.124895
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Two important features of modern database models are support for complex data structures and support for high-level data retrieval and update. The first issue has been studied by the development of various semantic data models; the second issue has been studied through universal relation data models. In this paper we examine how the advantages of these two approaches can be combined. We introduce a new data model, which incorporates standard concepts from semantic data models such as entities, aggregations, and ISA hierarchies. We then show how nonnavigational queries and updates can be interpreted in this model. The main contribution of this paper is to demonstrate how universal relation techniques can be extended to a more powerful data model. Moreover, the semantic constructs of our model allow us to eliminate many of the limitations of previous universal relation models.
引用
收藏
页码:23 / 33
页数:11
相关论文
共 50 条
  • [31] Semantic Exploration from Language Abstractions and Pretrained Representations
    Tam, Allison C.
    Rabinowitz, Neil C.
    Lampinen, Andrew K.
    Roy, Nicholas A.
    Chan, Stephanie C. Y.
    Strouse, D. J.
    Wang, Jane X.
    Banino, Andrea
    Hill, Felix
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [32] Ontology design patterns and semantic abstractions in ontology integration
    Bennett, Mike
    APPLIED ONTOLOGY, 2017, 12 (3-4) : 341 - 349
  • [33] Unifying Syntactic and Semantic Abstractions for Deep Neural Networks
    Siddiqui, Sanaa
    Mukhopadhyay, Diganta
    Afzal, Mohammad
    Karmarkar, Hrishikesh
    Madhukar, Kumar
    FORMAL METHODS FOR INDUSTRIAL CRITICAL SYSTEMS, FMICS 2024, 2024, 14952 : 201 - 219
  • [34] VLSI SIMULATION AND DATA ABSTRACTIONS
    KATZENELSON, J
    WEITZ, E
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 1986, 5 (03) : 371 - 378
  • [35] Semantic data integration in materials science based on semantic model
    Zhang, Xiaoming
    Hu, Changjun
    Zhao, Qian
    Zhao, Chongchong
    E-SCIENCE 2007: THIRD IEEE INTERNATIONAL CONFERENCE ON E-SCIENCE AND GRID COMPUTING, PROCEEDINGS, 2007, : 320 - 327
  • [36] Semantic web search model for information retrieval of the semantic data
    Choi, O
    Yoon, S
    Oh, M
    Han, S
    WEB AND COMMUNICATION TECHNOLOGIES AND INTERNET-RELATED SOCIAL ISSUES - HSI 2003, 2003, 2713 : 588 - 593
  • [37] A review of universal hydrographic data model
    Duan, Jing
    Wan, Xiaoxia
    Luo, Jianan
    SURVEY REVIEW, 2021, 53 (377) : 183 - 191
  • [38] AN EXTENDED UNIVERSAL INSTANCE DATA MODEL
    SCIORE, E
    INFORMATION SYSTEMS, 1991, 16 (01) : 21 - 34
  • [39] Towards a Universal Hydrographic Data Model
    Astle, H.
    Schwarzberg, P.
    TRANSNAV-INTERNATIONAL JOURNAL ON MARINE NAVIGATION AND SAFETY OF SEA TRANSPORTATION, 2013, 7 (04) : 567 - 571
  • [40] Universal Data Model for Intelligent GIS
    Potapychev, Sergey N.
    Pan'kin, Andrey V.
    INFORMATION FUSION AND GEOGRAPHIC INFORMATION SYSTEMS, PROCEEDINGS, 2007, : 272 - 285