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Big data analytics is nowadays a growing field where real-time applications developed. Among the various applications, recommender system application playing a vital role in recommending the services and products to the end-users. In this project, we developed an online blood bank and organ donation information system for hospitals in case of emergencies. As this plays a major role in saving lives, it is necessary to maintain the database for all the related information about the blood banks and organ donation. Making this process simpler by creating MySQL database and using geo-location information and haversine algorithm for distance calculation and TOPSIS algorithm (Technique for Order of Preference by Similarity to Ideal Solution) for ranking the blood banks. The RVD algorithm (Regular Voluntary Donor) is used to select donors based on satisfying the condition. The availability of organs is displayed as a pop-up message with the time and its details are displayed.
Why: Problem statement
Situations, where the need for blood arises such as accident victims, patients undergoing major surgeries, require whole blood, where the blood is used directly after testing. The major point of this project is to make a flexible platform for making the blood reach the hospital doors, as it one of the important elixir of our life.
How: Solution description
This whole problem for managing the blood and organ requirements can be accomplished by using a recommender system where it lets the hospital to match the particular requirement with the currently available things. In case the match is found then the nearest match is selected and in this way, the congestion in communication and time delay is reduced.
Hence from this project, we can endure the knowledge that recommendation systems can be used for the giving the best suggestions for products which are an item – based and similar user profile not only for products but also for selecting the best blood bank and donation services.
How is it different from competition
The registration on the website is made compulsory for the security purpose. It will allow only registered and authorized hospitals, hence fake profiles cannot access the website and provide access to authorized users. The user can be hospital management or a donor. The website collects the complete hospital address and the required blood type from hospital management. The database is maintained for blood bank details and donor details. The blood banks are classified into district wise for easy calculation. The hospital address is converted into geo-coordinates by the geolocation. The haversine algorithm is used to find the distance between the stored blood bank address and address of the hospital. The blood bank is ranked and displayed by TOPSIS.
Who are your customers
The organs who going to denote
The common peoples who need organs for emergency
Project Phases and Schedule
Project work (Phase-I)
1. Survey (completed)
2. Defined the Existing system problem
3. Defined the title and solution for the existing problem.
Project work (Phase-II)
1. Proposed system Design
2. Executed the output for the proposed system.
PC or MAC.
Minimum 4GB of RAM.
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