Automatic construction of object oriented design models [UML diagrams] from natural language requirements specification

被引:0
|
作者
Mala, G. S. Anandha [1 ]
Uma, G. V. [1 ]
机构
[1] Anna Univ, Coll Engn, Dept Comp Sci & Engn, Madras 600025, Tamil Nadu, India
关键词
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
Application of natural language understanding to requirements gathering remains a field that has only limited explorations so far. This paper presents an approach to extract the object oriented elements of the required system. This approach starts with assigning the parts of speech tags to each word in the given input document. Further, to resolve the ambiguity posed by the pronouns, the pronoun resolutions are performed before normalizing the text. Finally the elements of the object-oriented system namely the classes, the attributes, methods and relationships between the classes, sequence of actions, the use-cases and actors are identified by mapping the 'parts of speech-tagged' words onto the Object Oriented Modeling Language elements using mapping rules which is the key to a successful implementation of user requirements.
引用
收藏
页码:1155 / 1159
页数:5
相关论文
共 50 条
  • [1] AUTOMATIC GENERATION OF UML DIAGRAMS FROM PRODUCT REQUIREMENTS DESCRIBED BY NATURAL LANGUAGE
    Chen, Lei
    Zeng, Yong
    ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, PROCEEDINGS, VOL 2, PTS A AND B, 2010, : 779 - 786
  • [2] From Natural Language Requirements to UML Class Diagrams
    Sharma, Richa
    Srivastava, Pratyoush K.
    Biswas, Kanad K.
    SECOND INTERNATIONAL WORKSHOP ON ARTIFICIAL INTELLIGENCE FOR REQUIREMENTS ENGINEERING (AIRE 2015), 2015, : 25 - 32
  • [3] Automatic generation of object-Z specification from UML diagrams
    Miao Huaikou
    Chen Yihai
    ICCSE'2006: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2006, : 857 - 862
  • [4] Toward the automatic construction of task models from object-oriented diagrams
    Lu, SJ
    Paris, C
    Vander Linden, K
    ENGINEERING FOR HUMAN-COMPUTER INTERACTION, 1999, 22 : 169 - 189
  • [5] From UML Activity Diagrams to Specification Requirements
    Drusinsky, Doron
    2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEM OF SYSTEMS ENGINEERING (SOSE), 2008, : 69 - 73
  • [6] Natural Interpretation of UML/MARTE Diagrams for System Requirements Specification
    Khan, Aamir M.
    Mallet, Frederic
    Rashid, Muhammad
    2016 11TH IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL EMBEDDED SYSTEMS (SIES), 2016,
  • [7] On using UML class diagrams for object-oriented database design - Specification of integrity constraints
    Ou, YZ
    UNIFIED MODELING LANGUAGE: UML'98: BEYOND THE NOTATION, 1999, 1618 : 173 - 188
  • [8] Object-oriented analysis and specification for HW/SW co-design with UML diagrams
    Matsui, Ken
    Fujita, Masahiro
    PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTER SCIENCE AND TECHNOLOGY, 2006, : 38 - +
  • [9] Automatic Generation of UML Class Diagrams for Object-oriented Design and Programing Course
    Chunyan Ma
    Jing Chen
    Zheng Chang
    Jiangbin Zheng
    计算机教育, 2021, (12) : 157 - 165
  • [10] ARSENAL: Automatic Requirements Specification Extraction from Natural Language
    Ghosh, Shalini
    Elenius, Daniel
    Li, Wenchao
    Lincoln, Patrick
    Shankar, Natarajan
    Steiner, Wilfried
    NASA FORMAL METHODS, NFM 2016, 2016, 9690 : 41 - 46