Page 219 - AI Ver 1.0 Class 10
P. 219

Before we begin fill in all the stages of the cycle here to see how much you remember:


















                 The Scenario
                 Humans are social animals. We tend to organise and/or participate in various kinds of social gatherings all the
                 time. We love eating out with friends and family because of which we can find restaurants almost everywhere
                 and out of these, many of the restaurants arrange for buffets to offer a variety of food items to their customers.
                 Be it small shops or big outlets, every restaurant prepares food in bulk as they expect a good crowd to come
                 and enjoy their food. But in most cases, after the day ends, a lot of food is left which becomes unusable for the
                 restaurant as they do not wish to serve stale food to their customers the next day. So, every day, they prepare
                 food in large quantities keeping in mind the probable number of customers walking into their outlet. But if
                 the expectations are not met, a good amount of food gets wasted which eventually becomes a loss for the
                 restaurant as they either have to dump it or give it to hungry people for free. And if this daily loss is taken into
                 account for a year, it becomes quite a big amount.
                 Now that we have understood the scenario well, let us take a deeper look into the problem to find out more
                 about various factors around it.


                 Stage 1: Problem Scoping
                 This is the first stage of the AI project cycle. In this stage we closely examine the various factors that cause the
                 problem in order to build an AI enabled project.
                 The following is the 4Ws canvas for the above problem.


                                      Who?               What?              Where?              Why?


                 Keeping the above scenario in mind, let us fill the 4Ws problem canvas.


                 Who Canvas: Who is Facing the Problem?

                  Who are the stakeholders?                  ●  Restaurants offering buffets.
                                                             ●  Restaurant owners.
                  What do we know about them?                ●   Restaurants cook food in bulk for buffets every day to meet
                                                                their customer requirements.
                                                             ●   They estimate the number of customers that will come for
                                                                the buffet in their restaurants.










                                                                                              Data Science  217
   214   215   216   217   218   219   220   221   222   223   224