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 Book Chapter Book Chapter Faculty Publications- Book Chapter 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 An Analysis of Sentiment Using Aspect-Based Perspective Subject The topic of the resource Aspect-based sentiment analysis; Convolutional neural network; Deep learning; Natural language processing Description An account of the resource Opinions play a major role in almost every human practice. Finding product and service reviews is made easy online. Product reviews are readily available in huge quantities. Considering each review and making a concise decision about a product is not feasible or even possible. Aspect-based sentiment analysis (ABSA) is one of the best solutions to this problem. Summary and online reviews analysis is delivered in this paper. ABSA has made extensive use of machine learning techniques. Recent years have seen deep learning take off due to the growth of computer processing power and digitalization. When applied to various deep learning techniques, numerous NLP tasks produced futuristic results. An overview of various deep learning models used in the field of ABSA is presented in this chapter after an introduction to ABSA. 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. Creator An entity primarily responsible for making the resource Rexi F.A.; Preethi N. Source A related resource from which the described resource is derived Cognitive Science and Technology, pp. 809-818. Publisher An entity responsible for making the resource available Springer Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1007/978-981-19-2350-0_76" target="_blank" rel="noreferrer noopener">https://doi.org/10.1007/978-981-19-2350-0_76</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141128005&amp;doi=10.1007%2F978-981-19-2350-0_76&amp;partnerID=40&amp;md5=48690c4a088fba0d54e2e152e4e283f2" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141128005&amp;doi=10.1007%2f978-981-19-2350-0_76&amp;partnerID=40&amp;md5=48690c4a088fba0d54e2e152e4e283f2</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21953988 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 Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Rexi F.A., Christ University, Bengaluru, India; Preethi N., Christ University, Bengaluru, India