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Predictive Analytics in Improving customer experience in e-tourism: A Case Study

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  Firstly, what is predictive analysis? In technical terms, Predictive analysis is the use of statistics and modeling techniques to determine future performance based on current and historical data. But, I’m sure we are all familiar with weather prediction which is one of the most common applications of predictive analysis. How do the weather forecasters predict climate every day? By combining real-time observational data with advanced computer models to simulate atmospheric conditions and make predictions based on numerical weather prediction techniques. That is not all. Predictive analytics have wide range of applications. One which is e-tourism . That is what this case study is about. Introduction: Since the emergence of the Internet, travel planning has always been one of the major reasons that people use the Internet. E-tourism is all about the introduction of digitization into the tourism industry. This manifests itself in many different ways like finding the perfect holiday ...
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Predictive Analytics in Smart Traffic Management: A Case Study

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  Firstly, what is predictive analysis? In technical terms, Predictive analysis is the use of statistics and modeling techniques to determine future performance based on current and historical data. But, I’m sure we are all familiar with weather prediction which is one of the most common applications of predictive analysis. How do the weather forecasters predict climate every day? By combining real-time observational data with advanced computer models to simulate atmospheric conditions and make predictions based on numerical weather prediction techniques. That is not all. Predictive analytics have wide range of applications. One of which is Smart Traffic Management.That is what this case study is about. Introduction: One of the important feature of a smart city design is having an integrated smart transportation solution. What is smart traffic management system? It is a system that provides an efficient and effective way to manage urban traffic, improving safe driving experience an...
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Predictive Analytics in HR to Identify Toxic Employees and reduce workplace stress: A Case Study

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  Firstly, what is predictive analysis? In technical terms, Predictive analysis is the use of statistics and modeling techniques to determine future performance based on current and historical data. But, I’m sure we are all familiar with weather prediction which is one of the most common applications of predictive analysis. How do the weather forecasters predict climate every day? By combining real-time observational data with advanced computer models to simulate atmospheric conditions and make predictions based on numerical weather prediction techniques. That is not all. Predictive analytics have wide range of applications. One which is HR analytics to reduce workplace stress. That is what this case study is about. Introduction: One of the main causes of work place stress is the presence of toxic employees. According to a working paper from Harvard Business School, toxic workers can have a great damaging effect on organizations. Toxic employees are employees who are most likely to...
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ER Diagrams on five topics

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A  data model  is used to design a data warehouse. It represents the underlying structure of a database.  An ER Diagram in Database Management Systems is a high level data model used to construct a database in the form of tables. It is a collection of entities and relationships. An ER Diagram should be created in such a way that is understandable to even non-technical users. Here, we will see 5 different ER Diagrams.   1. ER Diagram for a Nonprofit Membership Management System: ER Diagram: This ER diagram captures the basic structure and relationships for a Nonprofit Membership Management System. Description: Entities : 1. Member:  Represents individuals who are members of the nonprofit organization.    - Attributes: MemberID (Primary Key), Name, Email, Phone, Address, Profession, Date joined 2.  Membership Type : Represents different types of memberships offered by the nonprofit organization.    - Attributes: TypeID (Primary Key)...
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