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Natural language generation from class diagrams

Håkan Burden, Rogardt Heldal
2011 Proceedings of the 8th International Workshop on Model-Driven Engineering, Verification and Validation - MoDeVVa  
doi:10.1145/2095654.2095665 fatcat:ax3h7prgfvdabp5gwktiohex3q

Generating Natural Language specifications from UML class diagrams

Farid Meziane, Nikos Athanasakis, Sophia Ananiadou
2007 Requirements Engineering  
To improve this process, we propose a system that generates Natural Language specifications from UML class diagrams.  ...  We first investigate the variation of the input language used in naming the components of a class diagram based on the study of a large number of examples from the literature and then develop rules for  ...  In this paper, we present the GeNLan-gUML (Generating Natural Language from UML) system, which generates English specifications from UML class diagrams.  ... 
doi:10.1007/s00766-007-0054-0 fatcat:tj4jcevwp5ddtbp7uj3p7qhhy4

A Framework for the Generation of Class Diagram from Text Requirements using Natural language Processing

2021 International Journal of Advanced Trends in Computer Science and Engineering  
To overcome this, a device has been designed, which plans can provide semi-automatized aid for designers to provide UML class version from software program specifications using natural Language Processing  ...  In this research, we propose to enhance the procedure of producing the UML diagrams by utilizing the Natural Language, which will help the software development to analyze the software requirements with  ...  Generating the UML diagram from these specifications from the natural language is profoundly challenging work.  ... 
doi:10.30534/ijatcse/2021/041012021 fatcat:k3fbn2shfzc27bjx7ksqe3h5rq

From Requirements Engineering to UML using Natural Language Processing – Survey Study

Omer Salih Dawood, Abd-El-Kader Sahraoui
2017 European Journal of Engineering Research and Science  
generate UML diagrams from requirements.  ...  , and the methodology used to generate UML diagrams from requirements.  ...  7] class diagram Natural Language Analysis Block+ Diagrams & Code Generation Block Generate both static and dynamic diagrams -use case and class diagram and java class code Some enhances are  ... 
doi:10.24018/ejers.2017.2.1.236 fatcat:gy6wajdis5hxnin4ngo2w7wrrm

Classifying Natural Language Text as Controlled and Uncontrolled for UML Diagrams

Nakul Sharma, Prasanth Yalla
2017 International Journal of Advanced Computer Science and Applications  
Natural language text fall within the category of Controlled and Uncontrolled Natural Language.  ...  The parameter for controlled and uncontrolled languages is provided.  ...  Using Natural Languages [7] Software Require- ments using Textual specification Software Analysis Specification 3 Generating Natural Language Specifications from UML Class Diagrams [8]  ... 
doi:10.14569/ijacsa.2017.080632 fatcat:5gwpmcjqvjbxvhvm6dp4w2qmmu

Transforming Requirements into MDA from User Stories to CIM

Meryem Elallaoui, Khalid Nafil, Raja Touahni
2017 International Journal of Software Engineering and Its Applications  
Several works have been carried out in order to transform either the natural language into UML models, or model (CIM) to model (PIM) transformation.  ...  It represents the best modeling language for software systems.  ...  In their previous work, they proposed a tool (SUGAR) for the generation of use case and class diagrams from natural language requirements.  ... 
doi:10.14257/ijseia.2017.11.8.03 fatcat:nwgnr26dyrfunktgbk5b4gdisq

Processing Natural Language Requirement to Extract Basic Elements of a Class

Poonam R.Kothari
2012 International Journal of Applied Information Systems  
This paper presents the efficient way to obtain basic elements of a class diagram from natural language (NL) requirements.  ...  NLPC (Natural language Processing for Class) applies natural language processing (NLP) methods to analyze the given input.  ...  [11] proposes a NLP system, LOLITA to generate an object model automatically from natural language requirement.  ... 
doi:10.5120/ijais12-450596 fatcat:l7yjiiv3zzfvnjtbv5oktpnuj4

Natural Language Requirements Analysis and Class Model Generation Using UCDA [chapter]

Dong Liu, Kalaivani Subramaniam, Armin Eberlein, Behrouz H. Far
2004 Lecture Notes in Computer Science  
Use-case language schemas are proposed to reduce complexity and vagueness of natural language. Some rules are identified and used to automate class model generation from use-case specifications.  ...  This paper presents a methodology to automate natural language requirements analysis and class model generation based on the Rational Unified Process (RUP).  ...  Generally, there are two ways to specify the requirements: using formal languages or using natural languages (NL).  ... 
doi:10.1007/978-3-540-24677-0_31 fatcat:l5u7qrpyzbcg5a2bgrtcg5tka4

Textual Requirement Analysis for UML Diagram Extraction by using NLP

S. D.Joshi, Dhanraj Deshpande
2012 International Journal of Computer Applications  
The automatic generation of UML diagram from natural language requirements is highly challenging and demanding very efficient methodology.  ...  We present a new methodology for generating UML diagrams or models from natural language problem statement or requirement specification.  ...  A MOTIVATING SCENARIO  Provide the framework for auto-generation of class diagrams from free-text functional specification documents.  Provide a quick and reliable way to generate UML diagrams to save  ... 
doi:10.5120/7795-0906 fatcat:2txnl7xt5rh3xn5du6eaq5vwcy

Semantic annotation of requirements for automatic UML class diagram generation [article]

Soumaya Amdouni, Wahiba Ben Abdessalem Karaa, Sondes Bouabid
2011 arXiv   pre-print
The presented tool uses Natural Language Processing (NLP) and semantic rules to generate an UML class diagram.  ...  The main contribution of our tool is to provide assistance to designers facilitating the transition from a textual description of user requirements to their UML diagrams based on GATE (General Architecture  ...  The work in [10] implemented a system named GeNLangUML (Generating Natural Language from UML) which generates English specifications from class diagrams.  ... 
arXiv:1107.3297v1 fatcat:2jfhmaz4ybeq3md7s6ot4kzby4

Domain ontology based class diagram generation from functional requirements

M S Jyothilakshmi, Philip Samuel
2012 2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)  
This paper proposes a method to generate class diagram from functional requirement specification which is written in natural language by using Domain ontology and Natural language processing techniques  ...  From the ontology we get information about core concepts and relationships among those concepts.  ...  Section 2 analyzes previous works on class diagram generation from natural language requirements. Section 3 is the description of proposed approach. Section 4 is the conclusion. II.  ... 
doi:10.1109/isda.2012.6416568 dblp:conf/isda/JyothilakshmiS12 fatcat:axvacymddzhpthtfwvn26utr3u

UML generator – use case and class diagram generation from text requirements

Chamitha Ramal Narawita, Kaneeka Vidanage
2018 The International Journal on Advances in ICT for Emerging Regions  
This research mainly is focused on automation of Unified Modeling Language (UML) diagrams from the analyzed requirement text using Natural Language Processing (NLP).  ...  All phases of software engineering are deviating from the conventions and new paradigms are more popular these days.  ...  Related Work Few researchers have done UML diagram generation using natural language processing.  ... 
doi:10.4038/icter.v10i1.7182 fatcat:yfhtac4tpjd2rjx7qe5k7hpo3e

From user requirements to UML class diagram [article]

Hatem Herchi, Wahiba Ben Abdessalem
2012 arXiv   pre-print
This paper proposes an approach to facilitate class diagram extraction from textual requirements using NLP techniques and domain ontology.  ...  Modeling class Diagram must be performed frequently, even during the development of a simple application.  ...  Zhou and Zhou [4] present and implement a system that automates class diagram generation from free-text requirement documents.  ... 
arXiv:1211.0713v1 fatcat:2tktkcho7zf3vjjsnrvkv34aoe

Markov Logics Based Automated Business Requirements Analysis

Imran S. Bajwa
2010 International Journal of Computer and Electrical Engineering  
Results of analyzing the natural language text using Markov Logic has been presented in the next paper.  ...  Various scientists have investigated applicability of the natural language based interfacing for business/software requirement analysis.  ...  Hector also presented a semi-natural language (4WL) [12] in 2002 to automatically generate object models from natural language text with a prototype tool GOOAL. K.  ... 
doi:10.7763/ijcee.2010.v2.181 fatcat:jjw4ku4vsjh7zim7632wp6f6xy

Metamodels in generation of UML using NLI-based dialog

L. Kovacs, G. Kovasznai, G. Kusper
2009 2009 5th International Symposium on Applied Computational Intelligence and Informatics  
This paper gives an overview on the application of natural language interface in software engineering applications and describes the structure of a NLI-based UML model developer module.  ...  An extended UML Kernel metamodel is presented for the NLI dialog interface and UML generation. I.  ...  Considering the elements of BLA, it seems realizable to obtain a UML Class Diagram from a BLA diagram.  ... 
doi:10.1109/saci.2009.5136256 dblp:conf/saci/KovacsKK09 fatcat:2xggotjbwfdfrch2abblo2rc3y
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