Call for Papers:Vol.11 Issue.4

Submission
Last date		 28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  A Novel Approach for Keyword Extraction in learning objects using Text Mining
PaperId: :  2426
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2426
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Akshita ThakkarKalol Institute of technology
Sandeep ChauhanKalol Institute of technology

Abstract

Text Mining
Keyword Extraction, Text Mining, TF-IDF, Decision Tree
This paper address the problem of extracting learning objects or keywords from bunch of Documents ,with the goal of use this objects for various purpose like Resume filtering ,Email filtering ,content classification etc. Keyword extraction, concept finding are in learning objects is very important subject in today’s eLearning environment. Keywords are subset of words that contains the useful information about the content of the document. Keyword extraction is a process that is used to get the important keywords from documents. In this proposed System I Calculate the TF-IDF of each word, then Decision tree algorithm is used for feature selection process using wordnet dictionary. WordNet is a lexical database of English which is used to find similarity from the candidate words. The words having highest similarity are taken as keywords.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Akshita Thakkar, and Sandeep Chauhan. "A Novel Approach for Keyword Extraction in learning objects using Text Mining" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 2578-2582
MLA Akshita Thakkar, and Sandeep Chauhan. "A Novel Approach for Keyword Extraction in learning objects using Text Mining." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 2578-2582.
APA Akshita Thakkar, & Sandeep Chauhan. (2016). A Novel Approach for Keyword Extraction in learning objects using Text Mining. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 2578-2582.
Chicago Akshita Thakkar, and Sandeep Chauhan. "A Novel Approach for Keyword Extraction in learning objects using Text Mining." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 2578-2582.
Oxford Akshita Thakkar, and Sandeep Chauhan. 'A Novel Approach for Keyword Extraction in learning objects using Text Mining', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 2578-2582. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Keyword_Extraction_in_learning_objects_using_Text_Mining_ijariie2426.pdf (Accessed : ).
Harvard Akshita Thakkar, and Sandeep Chauhan. (2016) 'A Novel Approach for Keyword Extraction in learning objects using Text Mining', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 2578-2582IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Keyword_Extraction_in_learning_objects_using_Text_Mining_ijariie2426.pdf (Accessed : )
IEEE Akshita Thakkar, and Sandeep Chauhan, "A Novel Approach for Keyword Extraction in learning objects using Text Mining," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 2578-2582, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Keyword_Extraction_in_learning_objects_using_Text_Mining_ijariie2426.pdf [Accessed : ].
Turabian Akshita Thakkar, and Sandeep Chauhan. "A Novel Approach for Keyword Extraction in learning objects using Text Mining." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 ().
Vancouver Akshita Thakkar, and Sandeep Chauhan. A Novel Approach for Keyword Extraction in learning objects using Text Mining. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(3) : 2578-2582. Available from: https://ijariie.com/AdminUploadPdf/A_Novel_Approach_for_Keyword_Extraction_in_learning_objects_using_Text_Mining_ijariie2426.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Smart Listening: Machine Learning for Vocal Emotion UnderstandingComputer Engineeringkeerthi reddy h m Download
5G and Cloud Computing: Improving Latency and Bandwidth Efficiencycomputer EngineeringTamilmani A Download
Big Data in Healthcare: Predictive Analytics for Disease Detectioncomputer EngineeringManu S Download
IoT Home Automation: Urban, Rural, and Elderly Care PerspectivesComputer EngineeringNandini KP Download
Securing Data in CloudComputer EngineeringJeevith M Download
A Review of Automated Plant Disease Detection Using Camera-Based Systems for Scalable Farm AutomationComputer EngineeringMohammed Taha Ahmed Download
ENHANCE ETHANOL PURITY WITH TEA POWDER ADSORBTIVE DISTILLATION.Chemical EngineeringKatore Tejas Download
IOT Enabled Smart Helmet For Miners SafetyComputer EngineeringDhruv Verma Download
Deep Learning Based Web Application for Hand Sign RecognitionComputer Engineering Mrs.Sonali Salunkhe Download
WIREFRAME INTERPRETATION AND FRONTEND CODE GENERATIONComputer EngineeringK. Archana Download
NEXT-GENERATION FIREWALLS: ADVANCING NETWORK SECURITY TO COMBAT EVOLVING AND SOPHISTICATED CYBER THREATSSecurity Network EngineerVenkata Surya Teja Gollapalli Download
Swarm Intelligence-Driven Adaptive Scheduling with Fuzzy Logic-Based Real-Time Optimization for Smart HospitalsComputer ScienceVisrutatma Rao Vallu Download
Enhancing E-Commerce Transaction Security with Big Data Analytics in Cloud ComputingCloud ComputingRajani Priya Nippatla Download
AI-Assisted Fabrication of Functionalized Nanoparticles for Infectious Disease Treatmentmachine learningNandan Kumar Download
Deep Neural Networks for Enhancing Nanoparticle Drug Release Kineticsmachine learningPavan Gowda Download
12