<div class="container">
  <div class="row">
    <div class="col my-4">
      <div class="d-inline-flex flex-row-reverse justify-content-center position-relative">
        <input class="form-check-input d-none" type="radio" name="rating" id="rate-5" value="5">
        <label class="mx-1" for="rate-5" data-label="非常に満足"><i class="fa fa-fw fa-star fa-lg"></i></label>
        <input class="form-check-input d-none" type="radio" name="rating" id="rate-4" value="4">
        <label class="mx-1" for="rate-4" data-label="満足"><i class="fa fa-fw fa-star fa-lg"></i></label>
        <input class="form-check-input d-none" type="radio" name="rating" id="rate-3" value="3">
        <label class="mx-1" for="rate-3" data-label="普通"><i class="fa fa-fw fa-star fa-lg"></i></label>
        <input class="form-check-input d-none" type="radio" name="rating" id="rate-2" value="2">
        <label class="mx-1" for="rate-2" data-label="不満"><i class="fa fa-fw fa-star fa-lg"></i></label>
        <input class="form-check-input d-none" type="radio" name="rating" id="rate-1" value="1" checked>
        <label class="mx-1" for="rate-1" data-label="非常に不満"><i class="fa fa-fw fa-star fa-lg"></i></label>
      </div>
    </div>
  </div>
</div>
input[type="radio"] + label  .fa {
  cursor: pointer;
}
input[type="radio"] + label .fa-star:before {
 color: #A9A9A9;
} 
input[type="radio"]:checked + label .fa-star:before,
input[type="radio"]:checked ~ label .fa-star:before{ 
  color: #FFB03D;
}

input[type="radio"]:checked + label:after{
  content: attr(data-label);
  position: absolute;
  left: 180px;
  width: 5rem;
}

External CSS

  1. https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css
  2. https://stackpath.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css

External JavaScript

  1. https://code.jquery.com/jquery-3.3.1.slim.min.js
  2. https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js
  3. https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js