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	<title>Volume-7 Issue-1, March 2021 &#8211; International Journal of Emerging Science and Engineering (IJESE)</title>
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	<title>Volume-7 Issue-1, March 2021 &#8211; International Journal of Emerging Science and Engineering (IJESE)</title>
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		<title>A2494037121</title>
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					<description><![CDATA[<p>The International Journal of Emerging Science and Engineering (IJESE) is an open-access, peer-reviewed, monthly international journal with an ISSN 2319-6378 (online). It is published by the Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP) periodically in January, February, March, April, May, June, July, August, September, October, November, and December since 2012.<br />
The International Journal of Emerging Science and Engineering (IJESE) aspires to circulate top-notch, peer-reviewed original articles in Engineering and Technology, shrouding Computer Science and Engineering, Information Technology, Electrical and Electronics Engineering, Electronics and Telecommunication, Mechanical Engineering, Civil Engineering, and all related interdisciplinary associates.</p>
<p>The post <a rel="nofollow" href="https://www.ijese.org/portfolio-item/a2494037121/">A2494037121</a> appeared first on <a rel="nofollow" href="https://www.ijese.org">International Journal of Emerging Science and Engineering (IJESE)</a>.</p>
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										<content:encoded><![CDATA[<p>The International Journal of Emerging Science and Engineering (IJESE) is an open-access, peer-reviewed, monthly international journal with an ISSN 2319-6378 (online). It is published by the Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP) periodically in January, February, March, April, May, June, July, August, September, October, November, and December since 2012.<br />
The International Journal of Emerging Science and Engineering (IJESE) aspires to circulate top-notch, peer-reviewed original articles in Engineering and Technology, shrouding Computer Science and Engineering, Information Technology, Electrical and Electronics Engineering, Electronics and Telecommunication, Mechanical Engineering, Civil Engineering, and all related interdisciplinary associates.</p>

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<p style="text-align: justify;"><span style="font-family: 'times new roman', times, serif;"><span style="font-size: 14pt;"><strong><span style="font-size: 18pt;">Fake Product Monitoring and Removal for Genuine Product Feedback</span><a href="https://crossmark.crossref.org/dialog/?doi=10.35940/ijese.A2494.037121&amp;domain=www.ijese.org"><img decoding="async" id="crossmark-icon" class="alignnone" src="https://crossmark-cdn.crossref.org/widget/v2.0/logos/CROSSMARK_Color_horizontal.svg" alt="CROSSMARK Color horizontal" width="150" height="33"></a><br />
</strong></span><span style="font-size: 14pt;">Mayuri Patil<strong><sup>1</sup></strong>, Snehal Nikumbh<strong><sup>2</sup></strong>, Aparna Parigond<strong><sup>3</sup></strong>, Madhavi Patil<strong><sup>4</sup> </strong></span></span><br />
<span style="font-family: 'times new roman', times, serif; font-size: 10pt;"><span style="font-size: 11.1111px;"><span style="font-family: 'times new roman', times, serif; font-size: 8pt;"><span style="font-size: 10pt;">
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<span  class='av_font_icon av-a9b4g-b4f12ce60498e06e77e78fa4e9e11d0b avia_animate_when_visible av-icon-style- avia-icon-pos-left avia-iconfont avia-font-entypo-fontello avia-icon-animate'><span class='av-icon-char' data-av_icon='' data-av_iconfont='entypo-fontello' aria-hidden="true" data-avia-icon-tooltip=" aparigond98@gmail.com "></span></span> <sup><strong>3</strong></sup>Aparna Parshwanath Parigond, Department of Computer Engineering, Dr. D.Y. Patil School of Engineering Academy, Pune (M.H), India.<br />
<sup><strong>4</strong></sup>Madhavi Patil Kothari, Department of Computer Engineering, Dr. D.Y. Patil School of Engineering Academy, Pune (M.H), India.<br />
</span></span></span></span><span style="font-size: 10pt;"><span style="font-family: 'times new roman', times, serif;">Manuscript received on March 19 , 2021. <strong>|</strong> Revised Manuscript received on March 26, 2021. <strong>|</strong> Manuscript published on March 30, 2021. <strong>|</strong> PP: 1-3 </span><span style="font-family: 'times new roman', times, serif;"><strong>|</strong> Volume-7 Issue-1, March 2021. <strong>| </strong>Retrieval Number: 100.1/ijese.A2494037121 <strong>|</strong> DOI: <a href="http://www.doi.org/10.35940/ijese.A2494.037121" target="_blank" rel="noopener">10.35940/ijese.A2494.037121</a></span></span><br />
<span style="font-family: 'times new roman', times, serif; font-size: 12pt;"> <i class="fa fa-unlock-alt" style="font-size: 12px; color: blue;"></i><a href="https://www.openaccess.nl/en/open-publications" target="_blank" rel="noopener"> Open Access</a> | <i class="far fa-file-alt" style="font-size: 12px; color: blue;"></i><a href="https://www.ijese.org/ethics-policies/"> Ethics and Policies</a><strong> | </strong><i class="fa fa-quote-right" style="font-size: 12px; color: blue;"></i><a href="https://zenodo.org/record/5494495" target="_blank" rel="noopener"> Cite</a> <strong>|</strong> <i class="fa fa-plus" style="font-size: 12px; color: blue;" aria-hidden="true"></i><a href="https://www.mendeley.com/catalogue/d9a3d034-11a4-3ea4-bca7-c4ee50cd2d66" target="_blank" rel="noopener"> Mendeley</a><br />
</span><span style="font-size: 10pt; font-family: 'times new roman', times, serif;">© The Authors. Published By: Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an <a href="https://www.openaccess.nl/en/open-publications" target="_blank" rel="noopener">open access</a> article under the CC BY-NC-ND license (<a href="https://creativecommons.org/licenses/by-nc-nd/4.0/" target="_blank" rel="noopener">http://creativecommons.org/licenses/by-nc-nd/4.0/</a>)</span></p>
<p style="text-align: justify;"><strong style="font-family: 'times new roman', times, serif; font-size: 12pt;">Abstract:</strong> <span style="font-family: times new roman, times, serif;"><span style="font-size: 12pt;">A customer’s decision to purchase a product or service are primarily influenced by online reviews. Customers use online reviews, which are valuable sources of information to understand the public opinion on products and/or services. Dependability on online reviews can give rise to the potential concern that violator could give deceitful reviews in order to synthetically promote or decry products and services. This practice is known as Opinion Spam, where spammers manipulate reviews by making fake, untruthful, or deceptive reviews to get profit and boost their products, and devalue a competitor’s products. In order to tackle this issue, we propose to build a fraud risk management system and removal model. This captures fraudulent transactions based on user behaviors and network, analyses them in real-time using Data Mining, and accurately predicts the suspicious users and transactions. In this system, we use two algorithms NLP and TF-IDF to differentiate between fake and genuine reviews or feedback received by the customers.</span></span><br />
<span style="font-family: 'times new roman', times, serif; font-size: 12pt;"> <strong>Keywords:</strong> Genuine Reviews, Fake Reviews, Opinion Spam, Opinion Mining.</span></p>
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