Page 8 - Campus Chronicles Technical Magazine 2020
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WEAK  SUPERVISION:  This  module  provides               RATING ANALYSIS OF PRODUCT:
        the convenience to admin for supervision of
        the ratings and reviews. It supervises the given
        rating  is  high  for  positive  comment  or  low                                                                      Role of

        ratings for negative comments. It shows the
        admin that how user rated for the products. It                                                                         Frontline Warriors
        shows  the  comments  and  rating  on  the

        products.                                                                                                              During Covid-19

        GRAPHICAL ANALYSIS: In this phase of the                                                                               Pandemic
        Implementation user can get the clear picture
        analysis of the products ratings and reviews.                                                                          By Ms. B. Vedakshari,
        Various  factors take into consideration for the                                                                       B. Tech (ECE) - 20UP1A0403

        graph analysis. In this phase plot the charts like       ADVANTAGES: The Proposed work leverages
        pie graph, bar chart and so others.                      the  vast  amount  of  weakly  labeled  review                The  COVID-19  pandemic,  also  known  as  the           Every day, the selfless warriors are giving it their all in
                                                                                                                               coronavirus pandemic, is an ongoing global pandemic      health-care settings while cutting themselves off from
        SYSTEM  TEST:  The  purpose  of  testing  is  to         sentences  for  sentiment  analysis.  It  is  much            of  coronavirus  disease  2019  (COVID-19)  caused  by   their families and loved ones. The sacrifice that they
        discover errors. Testing is the process of trying        more effective than the previously developed                   severe  acute  respiratory  syndrome  coronavirus  2     are making for the safety and welfare of humanity is

        to  discover  every  conceivable  fault  or              works. The proposed work finds the sentiment                   (SARS-CoV-2).  The  virus  was  first  identified  in      priceless and deserves lifelong gratitude on our end.
        weakness in a work product. It provides a way            not only based on the rating that user gives but              December 2019 in Wuhan, China. The World Health          Most importantly, we must reassess the value health-
                                                                                                                                                                                        care workers hold in our lives and the kind of treatment
                                                                                                                               Organization declared a Public Health Emergency of
        to check the functionality of components, sub            also taking into consideration of reviews that                International  Concern  regarding  COVID-19  on  30      they get from us Nothing will be a greater tribute to the
        assemblies,  assemblies  and/or  a  finished              they are post, In fact mainly takes an account of             January 2020, and later declared a pandemic on 11        health-care workers than this.
        product It is the process of exercising software         review, even though user gave ratings.                        March 2020. As of 29 May 2021, more than 169 million

        with the intent of ensuring that the Software            DISADVANTAGES:  Feature  engineering  also                    cases  have  been  confirmed,  with  more  than  3.52     Role of Police during this Pandemic
        system  meets  its  requirements  and  user              costs a lot of human efforts, and a feature set                million  confirmed  deaths  attributed  to  COVID-19,     Healthcare  workers,  sanitation  staff,  those  who  run
                                                                                                                               making it one of the deadliest pandemics in history.
        expectations  and  does  not  fail  in  an               suitable  for  one  domain  may  not  generate                                                                         grocery  and  medical  shops,  government  officials  in
                                                                                                                                                                                        general — all of them form the frontline in the battle
        unacceptable manner.                                     good performance for other domains. This kind                 Doctors,  Health-care  Workers  Fight                    against the novel coronavirus, but the police are in the


        FEATURES TO BE TESTED:                                   of  algorithm  needs  complex  lexicon                        against COVID-19                                         frontline of the frontline. Of all categories of frontline
                                                                                                                                                                                        responders  to  the  pandemic  who  are  risking  their
                                                                 construction  and  rule  design.  The  existing               As Covid-19 lashes the world, frontline workers risked
        • Verify  that  the  entries  are  of  the  correct                                                                    their own lives to save others. Community workers,       health and lives, police personnel are the most critical.
                                                                 systems  cannot  well  handle  objective
            format.                                                                                                            hospital assistants, nurses and doctors tended to the
                                                                 statements; it only handles single word based                                                                          Police  personnel  work  for  14  hours  a  day  on  an
                                                                                                                               sick.
        • No duplicate entries should be allowed                 sentiment analysis.                                                                                                    average, with about 80% police personnel working for
                                                                                                                                                                                        more than 8 hours a day. Nearly one in two personnel
                                                                                                                               Needless to say, doctors, nurses and people working in
        • All links should take the user to the correct          CONCLUSION:  In  this  work  we  proposed  a                  health-care sectors are particularly vulnerable to the   work  overtime  regularly,  while  eight  out  of  ten
            page.                                                novel  deep  learning  framework  named                       highly  infectious  disease.  In  response  to  the  global   personnel do not get paid for overtime work.
                                                                 Weakly-supervised  Deep  Embedding  for                       pandemic,  the  under-  resourced  doctors  are  facing
        PRODUCT REVIEWS:
                                                                 review  sentence  sentiment  classification.                   unprecedented  challenges.  The  list  of  the  sleep-
                                                                 WDE(Web Data Extractor) trains deep neural                    deprived  heroes  includes  doctors,  nurses,  medical
                                                                                                                               cleaners,  pathologists,  paramedics,  ambulance
                                                                 networks  by  exploiting  rating  information  of
                                                                                                                               drivers, and health-care administrators.
                                                                 reviews which is prevalently available on many
                                                                 merchant/review  Websites.  ALYSIS  OF
                                                                 PRODUCT:



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