Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Feature Based Fuzzy Framework for Sentimental Analysis of Web Data Subject The topic of the resource Feature Based; Fuzzy Framework; Opinion mining; POS tagging; Score Count; Sentimental Analysis Description An account of the resource Social mass media has emerged as a projectile platform for the evolution of web data. The sentimental Analysis where the huge textual online reviews are analyzed to extract the actual sentiment or emotions hidden in the reviews. In this paper an effective approach for sentimental analysis of web data is proposed which deploys the fuzzy based machine learning algorithm to accomplish fine-level sentiment analysis of huge online opinions by assimilating the fuzzy linguistic hedges influence on opinion descriptors. The seven layered categories are designed that uses SentiWordNet which has three stages: Pre-processing phase, Feature Selection Phase and Fuzzy based Sentiment Analysis phase. Various machine learning algorithms like AdaBoost, (IBK) K-Nearest Neighbour, (NB) Nae Bayes and (SVM)/SMO Support Vector Machine are used for classification. Jsoup is implemented for gathering web opinions which are subjected to initial processing task later applied with stemming and tagging. This fuzzy based methodology is investigated for Mobile, Laptops dataset, also compared with state-of-the-art approaches which demonstrate upper indication of 94.37% accurateness through Kappa indicators showcasing lesser error rates. The investigational outcomes are tested on training data using Ten-Fold cross validation which concludes that this approach can be efficaciously used in Sentimental analysis as an aid for online decision. 2019 IEEE. Creator An entity primarily responsible for making the resource Ahamed S.; Danti A.; Raghavendra S.P. Source A related resource from which the described resource is derived 2019 International Conference on Data Science and Communication, IconDSC 2019 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2019-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/IconDSC.2019.8816997" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/IconDSC.2019.8816997</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072762917&amp;doi=10.1109%2FIconDSC.2019.8816997&amp;partnerID=40&amp;md5=4d2e323a9f6da2d68cdc67b5a0f96d07" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072762917&amp;doi=10.1109%2fIconDSC.2019.8816997&amp;partnerID=40&amp;md5=4d2e323a9f6da2d68cdc67b5a0f96d07</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-153869319-3 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Ahamed S., Department of Computer Science, Government First Grade College, Soraba(T), Shimoga(D), Karnataka, India; Danti A., Dept. of Computer Science and Engg, Christ, Deemed to be University, Bangalore, Karnataka, India; Raghavendra S.P., Dept. of Computer Applications, J N N College of Engineering, Shimoga, Karnataka, India