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DataScience Projects

E Banking Phishing Website Data Mining

August 16, 2018 by ProjectsGeek Leave a Comment

E Banking Phishing Website Synopsis

 

Objective

The main aim of E-Banking Phishing Website Synopsis is to identify the websites of e-banking whether it is phishing type or not. This system proposes a technology to avoid fraudulence or illegal access of sensitive data of users in online transactions.

Project Overview

            Transaction through online services is one of the leading methods using in this world to make payment. Everyone in this society are now depends on online based services for transaction. Because people in today’s environment are like to do their each and every works in an easy manner. Additionally, now days all humans are expected to have a separate bank account for any type of payment. Having the bank account would paves an opportunity for one to get loan, or can save their money, or make investment for future uses etc.  On the other hand, now banks are introducing various schemes that relate to an account holder. Those schemes may bring out beneficial investment, gaining of money by means of online transactions, different types of loan with different interest. But in previous days, customers feel difficult to visit the bank directly in order to make any credit or debiting an amount. So banks had introduced a credit and debit system by means of online based work. Firstly automatic teller machine helps to do this debiting system. Now every bank has brings out their own application namely e-banking application in the sense of creating better user interaction with bank. These types of banking application may be banks own thing or it may be developed privately to have transaction with any bank, it depends on user. To do online payments in these such application which means websites may be phishing. Phishing websites are the one who do various malicious activities by means of getting sensitive information of user. That information may be password, username, debit or credit card details that related to a particular bank account. This E-banking Phishing website synopsis system will predict those types of websites and helps to do a safe and secure payment through online.

E Banking Phishing

Proposed System

            Data mining mechanism namely classification has been used in this proposing system to identify the phishing based websites. Phishing based websites are the one among the web application that would get the users sensitive data in the idea of doing illegal activities. These illegal activities may be money robbing in accounts of user, or illegal practice by means of using the other users account etc. Because many of the account holders in a particular bank might use their accounts in order to purchase some products through system named e-banking. On this purchasing, websites are required to ask the customers to fill the necessary details such as credit card details, debit card information, password and username etc. This information has been used by many phishing type websites for malicious functions. Thus in order to find out these types of e-banking websites, a system has been developed by using classification techniques under data mining. This system acts as flexible, intelligent and an effective one. The identification of this website involves different characteristics such as URL, Identity and security of domain and finally the criteria used for encryption. Finally it provides better security system in case on online payments and it would be highly useful for many e-commerce websites.

Software Requirements

  • Windows 7 or higher
  • WAMP Server
  • Notepad++
  • My SQL 5.6

Hardware Requirements

  • Processor-Core i3
  • Hard Disk-160 GB
  • Memory- 1GB RAM
  • Monitor
  • Internet Connection

Technology Used

  • Data Mining

Download Project

Download Project

Other Projects to Try:

  1. Fraud Application Detection Using Data Mining
  2. Website Evaluation Using Opinion Mining
  3. Movie Success Prediction Using Data Mining
  4. Secure E-Learning Using Data Mining Techniques
  5. Higher Education Access Prediction using Data Mining

Filed Under: Data Mining Projects, DataScience Projects Tagged With: Data Mining Projects, DataScience Projects

Website Evaluation Using Opinion Mining

August 14, 2018 by ProjectsGeek Leave a Comment

Website Evaluation Using Opinion Mining

 

Objective

            This system aims to perform the evaluation on the website by means of opinion mining. The opinion of the user by means of rating and feedback is taken into account for the optimal search.

Project Overview

            Based on today’s scenario numerous websites are into existence in each and every domain on daily basis. This enormous growth makes the users to tremble to adopt the best website for their usage. So the website evaluation came into existence and this evaluation is performed using various techniques. In this study the website evaluation is performed using the data mining technique. For this analysis the opinion of the user is to be considered. The user opinion plays a vital role in deciding the performance of the product. The user opinions can be reviewed by means of feedback and the rating provided by them. The criterion for the evaluation would be genuineness of the site, support offered by the website and the delivery in time after each online transactions. Thus the genuine quality of the website could be identified easily and the result will be more appropriate since it uses the mining technology. This also reduces the overhead of the users in opting the best website.

Proposed System

            The website evaluation by means of data mining is performed in order for obtaining the best website. The good website should be of genuine and should make online transactions on time.The sentiment analysis will be performed on the information that are obtained and stored in database. The database contains the user ratings and the feedback which are classified as positive and negative using the sentiment analysis technique. The keywords will be based on the timely transaction, genuineness and frauds. This system matches the keywords against the database to provide the appropriate optimal solution. The following modules are included in this system.

  • Admin login
  • User login
  • Rating calculation
  • Sentiment analysis

The admin of this system make a login using admin id and he has the authorization of adding and deleting the websites. The summing up of websites and keywords in this system are performed by the admin based on the timely deliver on the online transaction and the support provided by the website. The user login is allowed only for the authorized users and the user can make their ratings about the websites. They are allowed to provide comments and has the authorization of looking others comments in order to get the clear view of the website. The rating on the product has been calculated in order fr obtaining the clear insight. This system classifies the comments of the user into positive and negative by using the sentiment analysis. This makes the analysis process easier thereby differentiating the contents in the database. Thus the opinion mining on the user comments are performed for the optimal analysis of the websites.

Software Requirements

  • Windows OS
  • SQL
  • Visual Studio

Hardware Requirements

  • Hard Disk – 1 TB or Above
  • RAM required – 8 GB or Above
  • Processor – Core i3 or Above

Technology Used

  • Data Mining
  • Sentiment Analysis

Download Project

Download Project

Other Projects to Try:

  1. Fraud Application Detection Using Data Mining
  2. Fake Product Review Monitoring Using Opinion Mining
  3. Document Level Sentiment Analysis Using Opinion Mining
  4. E Banking Phishing Website Data Mining
  5. Movie Success Prediction Using Data Mining

Filed Under: Data Mining Projects, DataScience Projects Tagged With: Data Mining Projects, DataScience Projects

Secure E-Learning Using Data Mining Techniques

August 12, 2018 by ProjectsGeek Leave a Comment

Objective

The main objective of this system is to develop the enhanced security for e-Learning application through the data mining techniques which will be a booming application of this era.

Secure E-Learning Using Data Mining

 Project Overview

Data mining is the concept for extracting the appropriate data from the large set of database. In today’s world it is widely used for many applications where learning applications is one of the major part. The e-Learning is the booming technology where anyone can learn everything from any part of the world. It is the digital way of learning the concepts and does not require the help of other persons to do so. It also requires the large space for data storage such as user information, course records and course details and so on. There are lot of learning applications available on the internet among which some might be subjected to frauds. So the security is the demanding thing every users looking for to protect their details. The users also seek for flexibility of using the applications. Thus the admin acts as the major source for providing the security in this system. The users should be authenticated to access the materials available on the internet. The encryption and decryption on the study materials has been performed in this study in order to avoid access by the people outside the platform.

Proposed System

            This system proposes the development of secured e-learning application where it allows only the authorized people to access the services. For the user to authorized the cryptographic algorithm is used where the secret key is send to the user’s email id. The user is allowed to access the platform only after he/she authenticates the secret code by entering in the website.

            This system also includes various services. They include the following

  • Discussion forum
  • Online test
  • Rating based review of the database contents
  • Filtered web search

The discussion forum allows the user to post the queries and discuss about the new

concepts. The feedback collected will be used for the development of the sites. This secured learning allows user to analyse their knowledge standard by taking online tests. The test results will be analysed by the admin authorization. The rating and reviews would act as an impression board for the users to understand the application well. So this application also welcomes the user’s ratings. The security has been implemented in order to eliminate the fake ratings by which people can be deceived easily and it is the modern technique employed widely in the market to make their apps popular. The filtered web provides the best outcome of search when the user enters the keyword by eliminating the unwanted page loads. The elimination of unwanted page loads also saves more space and time in the system.

Software Requirements

  • Windows OS
  • Weka
  • Rapidminer

Hardware Requirements

  • Hard Disk – 1 TB or Above
  • RAM required – 8 GB or Above
  • Processor – Core i3 or Above

Technology Used

  • Encryption
  • Data Mining
  • Business Intelligence

Download Project

Download Abstract

Other Projects to Try:

  1. Website Evaluation Using Opinion Mining
  2. Movie Success Prediction Using Data Mining
  3. E Banking Phishing Website Data Mining
  4. Higher Education Access Prediction using Data Mining
  5. Diabetes Prediction Using Data Mining Project

Filed Under: DataScience Projects, Data Mining Projects Tagged With: Data Mining Projects, DataScience Projects

Personal Nutritionist Using FatSecret API

July 29, 2018 by ProjectsGeek Leave a Comment

Personal Nutritionist Using FatSecret API

Objective

            The review named Your Personal Nutritionist Using FatSecret API brings out an Application Programming Interface to act as personal nutritionist for users. This System uses the API called FatSecret in order to provide various health tips which makes the user to lead a healthy life.

Personal Nutritionist

 Project Overview

            Many technologies are emerging in each and every seconds of human life. In addition people are depending on those technologies to do their daily activities in easy manner. Because now this world is purely depends on digital works. Digital data has been used in all areas of world and no one depend on any paper works as possible. This emerging digital world changes the life of humans in high manner. Thus it reduces the manual work and errors which helps to acquire effective works. Even though this digital works helps the people to minimize their rate of work, it has serious disadvantages. Physical fitness is very important for everyone to lead a healthy life. But everyone who wants to be fit is not succeeding while it comes to maintenance. Maintenance in the sense to have a healthy eating based on nutrition, enough weight etc….Then Stress management also be important to get a good life. Due to stress, people are spoiling their health. Now a day’s everyone needs the presence of nutritionist in order to maintain a better life.Thus FatSecret API has been developed to act as nutritionist for a particular user. This application programming interface will provide guidance for human about the foods to be taken and which is not. It also brings out the necessity in drinking of water and the impact on children because of parent irregular diet habits. This personal nutritionist api will paves a way for human to interact with application regarding their diet and healthiness.  This Personal Nutritionist application may be of android or windows based. It also includes, getting information about the object entered by user. That object may be fruits, vegetables, raw foods; etc…With the help of this application user can able to get the details of the particular object that have entered.

 Proposed System

            Personal Nutritionist API has been developed to behave as a nutritionist for the users. API stands for Application Programming Interface. Everyone is looking for good nutritionist in order to take care of their health status. The reason for this needy is humans are not conscious about their health status in this speedy moving world. It is found that most of the death that occurred was because of imbalance in their health. Due to the imbalance in behavior of food taken, people will suffer more and more. On the other hand, availability of nutritionist is not possible in wherever the humans want. So it is difficult to consult with nutritionist as per their wish in any time. This issue brings out the emerging of mechanism named FatSecret Application Programming Interface.  With the help of this mechanism, one can able to update their status of health and enhance their health. This would give the knowledge of food that should take and one should not. It also gives out the awareness among the children and adults about the food items and snacks which seems to be healthy. This Personal Nutritionist api also helps the user to schedule their diet plan and remaining based on that schedule. In addition it provides the recipes to be added and which is not. This Personal Nutritionist application makes the interface based on registration of user. Firstly the user will register in the API and they are allowed to provide their details. Then as per the schedule made by the user, the remainder will works to behave as nutritionist to take of user body.

 Software Requirements

  • Windows XP, Windows 7(ultimate, enterprise)
  • Android Studio

Hardware Requirements

  • Processor – i3
  • Hard Disk – 5 GB
  • Memory – 1GB RAM
  • Android phone with kikat

Technology Used

  • Android

Download Project

Download Project

Other Projects to Try:

  1. AI Diet Consultant Android Project
  2. Fake Product Review Monitoring Using Opinion Mining
  3. Price Negotiator E commerce Chat Bot System
  4. Secure E-Learning Using Data Mining Techniques
  5. E Banking Phishing Website Data Mining

Filed Under: Data Mining Projects, DataScience Projects Tagged With: Data Mining Projects, DataScience Projects

Student Information Chat Bot System

July 27, 2018 by ProjectsGeek Leave a Comment

Student Information Chat Bot System

 

Objective

   The objective Student Information Chat Bot System paves a way to introduce a system that makes its users to have their doubts by means of querying. This system uses the AI that allows the user to get solutions for their questions.

Project Overview

     Student Information Chat Bot SystemNow days, many software based applications has been designed with a great user interfaces. These interfaces can be in various formats such as command line based interface, web based application, graphical based application, voice based interface.  The interfaces that based on Web and graphical are most widely using applications in this human environment. So the need for introduction of new interface has been aroused to act as alternative choice. Finally, an interface that based on chat rooms named chat bot has developed in order to provide connectivity concurrently, the complexity that depends on multi-threading, detailing executions of services around the environment. This chat room will helpful for many areas such as business, colleges, schools, etc…This brings out the environment that paves a way for everyone in particular organization or any such thing to have their staffs digitally in single place. For instance, Manager will solve the problems regarding management by inquiring the issues through this chat bot surrounding. This reduces the travelling or visiting time, or any inquiry timings. Because bringing out all staffs in a specifically named area is difficult process, since not everyone may feel that it is convenient rime. These types of chat rooms will void the usage of menus in phones, delaying, and communication over mail etc. Chat bot acts as environment that allows to user to have their queries that may be regarding anything. This proposed system not uses any language specifically in order to interact with users.

 Proposed System

     The chat bot system introduces the areas where the people will interact and get solutions. Having the environment that one paves a path to chat bot system users. That path may be based on querying and answering. Introduced chat bot system will provide an interface that depends on text. This allows the users to type the commands and receive the text. It also involves receiving end may be having response as text to the speech.It uses the state ful based services which could remember the commands that previously asked that may be conversation.This system is developed in order to enhance the functionality.It allows the different set of people to be organizing in a specified space in order to make their discussion. The technology named chat bot can be highly utilized by large set of people in their working environment. This mechanism has developed by using Artificial based algorithms that allows the people to input their queries. Queries can be taken by chat bot and it has been analysed and understudied. There is no specific format for inputting the queries. The answers for every query has been provided since the system had used advance technology namely Artificial Intelligence. Answers would be appropriate, in case if user found that the provided answer as invalid they can make select over invalid answer. This way allows the admin to view that invalid one and to delete it. It can be deleting by admin and the admin would add relevant answer to that particular question. Finally it also helpful for student in case of their inquiry, update of their information, activities or events of college etc…

Software Requirements

  • Windows 7 and above
  • SQL 2008
  • Visual studio 2010

Hardware Requirements

  • Processor – i3
  • Hard Disk – 5 GB
  • Memory – 1GB RAM

Technology Used

  • Artificial Intelligence

Download Project

Download Abstract

Other Projects to Try:

  1. Price Negotiator E commerce Chat Bot System
  2. Personal Nutritionist Using FatSecret API
  3. Broadcasting Chat Server Project using Java
  4. Simple Chat Room System Project
  5. Student Information System project in PHP

Filed Under: DataScience Projects, Data Mining Projects Tagged With: Data Mining Projects, DataScience Projects

Price Negotiator E commerce Chat Bot System

July 25, 2018 by ProjectsGeek 2 Comments

Price Negotiator E commerce Chat Bot System

Objective

     Price Negotiator E commerce Chat Bot System introduced a system that makes the e-commerce sites to have their works in efficient manner. This E commerce Chat Bot System project would helps to automate the online selling and negotiation based on price of product. 

E commerce Chat Bot System

Project Overview

            Now days, people are looking for a technology or E commerce Chat Bot System to do their wishes in effective manner. In ancient days, people were traveled and purchase the product from the shops. But it seems to be very difficult for everyone to make their purchase over the product. Because life of human is fully engage with their busy schedule.  With their busy days, people are in need of system that brings the product at their door step in order to simple their purchase. Thus e commerce websites has been developed and act as emerging technique in this current world. People made their purchasing after the introduction the e commerce websites in efficient manner. But while come in to an online purchasing the quality and price of the product is very important. Even though things we want are getting easier, still all people are very conscious in quality and rate of the particular product. Having a best price which is not a fixed one will increase the payoff among sellers and buyers. Thus an automated agent for negotiation has been designed in order to maintain a flexible and considerable price instead of fixed price. This Automated agent will help the organization or shops to have their selling in online as automatic. It also helps the customers to negotiate the AI Bot based on price of every product. Once after the negotiation of price, the link for payment will be sent to mail in order to take the cc payments. Finally payment success has been intimated through mail. Still this mechanism involves various steps it will have many advantages over price negotiation.

Proposed System

   An agent based E commerce Chat Bot System has been developed in order to help the e commerce websites to take over a best service. This enables the e commerce sites to maintain a flexible price instead of having fixed one. Due to these flexible available prices, the payoffs of buyers and the sellers have been increased. Thus it acts a very effective mechanism for business oriented areas.

Using the three various approaches especially working for automatic negotiation, agent based negotiation has been developed automatically. Approaches namely decision theory, game theory and analysis over negotiation. This mechanism is only an emerging technologies, it is not fully developed still it has some difficulties. The issues are ontology, strategy of events, protocol used for communication. In the field of electronic commerce, electronic negotiation is an important area when come for research. To support electronic negotiation,multi attributive based utility theory has used. Valuable base learning resources are provided by the successful experience of traditional followed negotiation of human.  This strategy involves automation in online based selling and it brings the advantages to users or consumer’s to negotiate the product rate based on AI Bot. After negotiation applied, the link for specific payment has been sent to consumer or user mail. This allows the user or customer to take the payment in the manner of cc. At last email confirmation has been provided to expose the success of payment.        

Software Requirements

  • Windows 7 or higher.
  • SQL 2008
  • Visual studio 2010

Hardware Requirements

  • Processor – i3
  • Hard Disk – 5 GB
  • Memory – 1GB RAM
  • Internet Connection

Technology Used

  • Artificial Intelligence

Download Project

Download Abstract

 

Other Projects to Try:

  1. Fake Product Review Monitoring Using Opinion Mining
  2. E Banking Phishing Website Data Mining
  3. Student Information Chat Bot System
  4. 20+ JSP Projects with Source Code
  5. E-commerce Management System Project

Filed Under: DataScience Projects, Data Mining Projects Tagged With: Data Mining Projects, DataScience Projects

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