NLP for Automated Conceptual Data Modeling

Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 1

Abstract

Abstract:One of the procedures for obtaining the better understanding of the system by splitting the large system into smaller parts, this procedure is termed as analysis. Manually creating softwareartifacts and building UML models from natural language is a complex job. We represent diagrammatically structure of data by ER diagram. This paper represents the use of heuristics picked up from the syntactic and semantic learningfor the automatic formation of database plan, which leads us to the identification and methodology to generate Entity-Relationship(ER) through NLP. The use of both syntactic and semantic heuristics is used as the system to obtain the critical ER parts, components, qualities and associations from the specifications. In this method, we take English as input from theclient and our framework at first create summary of that few paragraphs utilizing code quantityprinciple. The resultant summary is utilized in our automatic ER chart generation framework. Atlast a XMI record is made. This file can be pictured in any of the UML modeling tools. Experimental Results on the usage of the semantic heuristics demonstrate that these may help to further upgrade the outcomes in the modified differentiation of theER segments.

Authors and Affiliations

Suraj A. Jogdand, , Mr. Pramod B. Mali,

Keywords

Related Articles

 Routing Framework for Delay Tolerant Networks using BayesiaLab

 Routing in delay tolerant networks (DTN) can benefit from the fact that most real life DTN, especially in the context of people-centric networks (e.g. Pocket Switching Networks (PSN)), exhibit som...

 Malwise-Malware Classification and Variant Extraction

 Malware, short for malicious software, means a variety of forms of intrusive, hostile or annoying program code or software. Malware is a pervasive problem in distributed computer and network systems.  Malwar...

 Towards Accurate Estimation of Fingerprint Ridge Orientation  Using BPNN and Ternarization

 Accurate estimation of ridge orientation is a crucial step in fingerprint image enhancement because the performance of a minutiae extraction algorithm and matching heavily relies on the quality of the input fin...

Optimizing Migration of the Application Data in Cloud Environment Using ACO Algorithm and RSA Encryption

Abstract: Taking the advantages of the capabilities offered by cloud computing requires either an application to be built especially for it, or for existing application to migrated to it. The main focus on migrate the ap...

 A Secure QOS Distributed Routing Protocol for Hybrid WirelessNetworks

 Abstract: The succeeding wireless network is Hybrid Wireless Networks. It can provide Quality of Service(QoS) requirements in real time transmission for wireless application. But it stream including critical missio...

Download PDF file
  • EP ID EP106671
  • DOI -
  • Views 112
  • Downloads 0

How To Cite

Suraj A. Jogdand, , Mr. Pramod B. Mali, (2016). NLP for Automated Conceptual Data Modeling. IOSR Journals (IOSR Journal of Computer Engineering), 18(1), 1-8. https://europub.co.uk/articles/-A-106671