Innovative Projects and Research Centre -(IPRC) Department of Computer Science and Engineering

*More than 20 Innovative Projects Developed
*One Society Oriented Project (Wild Boar Repellent System) developed by Reshik of II CSE and given for trail used in the Panchayat in Palakkad district
*Five Inter Disciplinary projects developed

A MOBILE APPLICATION TO DETECT AND DIAGNOSE  OF LEARNING DISABILITY FOR CHILDREN

OBJECTIVE

A mobile application which enables individual with learning disability to practice arithmetic and language skills.

INTRODUCTION

Learning Disability has affected one third of the children in the whole world, it takes long time to detect the Disability in children. As Learning Disability is not a physical disability, the children are affected with neurological issues, that can be improved through the systematically treatment. The application can be used for detecting and diagnosing the Learning Disability in the children.

MODULES

Registration and detection test.

Language session.

Arithmetic session.

FUTURE ENHANCEMENT

The future enhancement for the system is to add EEG analyzing algorithm for better disability detection.

AN INSTANT GUIDANCE ON CANCER PREDICTION AND CARE USING A WEB APPLICATION

OBJECTIVE

To design the web application for the cancer prediction in the medical field.

INTRODUCTION

Cancer is the one of the most common diseases in the world that results in majority of death. Cancer is caused by uncontrolled growth of cells in any of the tissue or part of the body. The project is to design the web application for the cancer prediction in the medical field. This application consist of variety of details for cancer associated information.

MODULES

User monitoring system

Doctor management system

Administration system

Hospital management system

FUTURE ENHANCEMENT

In future work, a data warehouse in health and service sector specific to cancer decease is proposed to build which could be used by doctors and medical analyst as a decision support system.

AUTOMATED MONITORING OF THE ELECTRIC METERS AND ALERTS USING IOT

OBJECTIVE

Smart monitoring system that will help the electricity boards to fetch the readings of various houses and commercial buildings with the help of Internet of things.

INTRODUCTION

In India, almost power consumption is a big crisis as the sources for power generation are being almost utilized. So, the current step that the government is taken regarding the issue is to create awareness among the people about the value of it. A smart monitoring system for the electric meter which helps to fetch reading automatically to the board using the hardware attached will do the job automated without any intermediate necessary.

MODULES

Connections with the circuit .

Website for EB office.

Website for user.

Mobile application.

FUTURE ENHANCEMENT

This system can be further implemented completely without the network so that this system can even get implemented in rural areas. Further, the system can be enhanced using some other method to provide immediate action when sudden accidents occurred in a home. The most important phenomenon is usage of cloud integration technologies which can prove to be very scalable and adaptable in future. Along with all the above, the highly configured devices can be made which can provide better performance. 

SECURED PICODE USING VISUAL CRYPTOGRAPHY

OBJECTIVE

To provide an efficient way to hide the natural image among different share by using visual cryptography.

INTRODUCTION

Customer can retrieve information after successful decoding. Quality of image will be recovered as original. Increases perceptual quality. Visual hint about encoded information is thus decoding robustness is achieved.

MODULES

Key Generation.

Generating PiCode.

Embedding Visual cryptography in PiCode

FUTURE ENHANCEMENT

The generation of picture embedding, PiCode visual cryptography is design and implement in order to extract back the information out of these secured methods, we usually preferred a corresponding scanner which could identify and extract the input message encoded in the Picode.

RCS AGRICULTURE SECURITY AND SMART MONITORING

OBJECTIVE

To provide security in agriculture sector using IoT.

INTRODUCTION

Agriculture is the important part for the economy at the same time industry enterprises so it will deserve security. IoT based device and wireless sensor network provide security without human involvement.

MODULES

Image capturing

Image Analysis

Image with label transmission

FUTURE ENHANCEMENT

In future work, an exhaustive research about the Agriculture should be done. In this paper we can identify and categorize the organisms and also monitoring the overall area of the fields with the help of latest technologies. For the insects and rodents can occur in between the crops. That means the hidden organisms can occur in the crops will capture with the help of future technologies. It includes some new algorithm for enhancing the agriculture products and environment services.

MULTIPARTY ACCESS CONTROL FOR ONLINE SOCIAL NETWORKS: MODEL AND MECHANISMS

OBJECTIVE

Online social networks (OSNs) have experienced tremendous growth in recent years and become a defacto portal for hundreds of millions of Internet users.

INTRODUCTION

ONLINE social networks (OSNs) such as Facebook, Googleþ, and Twitter are inherently designed to enable people to share personal and public information and make social connections with friends, coworkers, colleagues, family, and even with strangers. In recent years, we have seen unprecedented growth in the application of OSNs.

MODULES

Owner Module.

Contributor Module.

Stack holder.

Disseminator Module.

MPAC Module.

FUTURE ENHANCEMENT

Algorithm design and efficiency analysis become more important when one studies how to efficiently mined all possible rare events set and association rule based on minimal support. To different segmentation of data such as different age groups and other attributes.

ENHANCED DUAL SENTIMENT ANALYSIS FOR PRODUCT REASONING CONSIDERING THREE SIDES OF ONE REVIEW

OBJECTIVE

To rate an entity using enhanced dual sentiment analysis. 

INTRODUCTION

Sentiment analysis or option mining is the computational study of people’s opinion, attitudes and emotions towards an entity. The entity can represent individuals, events or topics. These topics are most likely to be covered by reviews.

MODULES

Text Extraction and Preprocessing.

Feature extraction.

Machine Learning.

Training and Classification.

Performance evaluation.

FUTURE ENHANCEMENT

In our future work, we consider Watson sentiment analysis for advance accuracy and large scale text analysis. We can also consider the sentiment classification by analyzing five side of one review (positive, negative, neutral, most positive, most negative).

STUDENT SAFETY SECURITY INNOVATIONS

OBJECTIVE

To present a system to monitor pick-up /drop-off of school children to enhance the safety of children during the daily transportation to school

INTRODUCTION

Nowadays, Parents are worried of their children because of the high rate of kidnapping. Moreover, Parents are having long working hours, So they simply donot have much time to spend for their children. So, a system is designed to alert the parents about their children’s daily activities at school.

MODULES

Data Collection.

Information Storage

Alert messages through mobile application

FUTURE ENHANCEMENT

This system can be further implemented using active RFID which can be detected easily by the RFID reader within a minimum range. Further, the system can be enhanced using some other method to provide immediate action when any child suffers from illness. The most important phenomenon is usage of cloud integration technologies which can prove to be very scalable and adaptable in future. Along with all the above, the highly configured devices can be made which can provide better performance. Further, live video tracking can be used to track the device

FUTURE CONNECT

OBJECTIVE

This project aims to present a system that illustrates the social nature of human being-the need to be always in touch with friends.

INTRODUCTION

Communication has become an important aspect in everyday life of the mankind. Social network as becoming a promising platform that enables group chats, media sharing and ubiquitous interaction among nearby users. The network consist of users who are in a local organization or institution. It is made for small community and to maintain the users even if they leave the organization. The duplications are avoided as the authorization is done by the enterprise resource planning software.

MODULES

Registration.

Login and Forgotten password.

News Read.

Job Center.

Life Events.

Discussion Forum.

Project Hub

My classroom.

Messaging.

FUTURE ENHANCEMENT

To implement a cloud based system for the database instead of server terminal. The system will be imposed to live video chat interface between the authorized users. The online study facilities will also be initiated through the system.

E-COMMERCE WITH TEMPORAL EVOLUTION OF CONSUMING BEHAVIOUR

OBJECTIVE

The rapid development of E-commerce has greatly changed the lifestyle of people.

INTRODUCTION

The website titled “papyrus.com” is an e-Commerce website to be developed in a rapid pace as more and more businesses are moving towards adapting E-commerce, the software development organizations are looking for professionals who can develop such diverse applications. Hence, it has become pertinent to understand how to develop applications for E-Commerce industry.

MODULES

Master Maintenance.

Transaction.

Reporting.

House Keeping.

FUTURE ENHANCEMENT

Younger and wealthier shoppers are driving a wave of online sales. Many of these people – having some web familiarity and disposable income – have learned to shop online for price comparisons and other comparative data. If shoppers find a superior situation, especially regarding the above 4 crucial variables they will usually become online buyers. Online buyers establish shopping habits. They abandon bricks and mortar stores and malls as value, dependability, security and convenience of online buying improves.

AN  EFFICIENT CERTIFICATE LESS ENCRYPTION FOR SECURE DATA SHARING IN PUBLIC CLOUDS

OBJECTIVE

Certificate less public key encryption (mCL-PKE) solves the key escrow problem in identity based encryption and certificate revocation problem in public key cryptography

INTRODUCTION

Due to the benefits of public cloud storage, organizations have been adopting public cloud services such as Microsoft Skydrive and Dropbox to manage their data. However, for the widespread adoption of cloud storage services, the public cloud storage model should solve the critical issue of data confidentiality. That is, shared sensitive data must be strongly secured from unauthorized accesses. In order to assure confidentiality of sensitive data stored in public clouds, a commonly adopted approach is to encrypt the data before uploading it to the cloud.

MODULES

Cloud Server.

User Registration.

Data Encryption and Uploading.

Data Retrieval and Decryption.

FUTURE ENHANCEMENT

We define the framework for a revocable certificateless signature (RCLS) scheme. It is slightly different from the conventional definition of certificateless signature in a sense that the partial private key is divided into an initial partial private key and a time key. The time key is transmitted to the user via a public channel. The revocation is achieved by stopping the production of new time keys for the revoked user.

HEALTH-CPS: HEALTHCARE CYBER-PHYSICAL SYSTEM ASSIST BY CLOUD AND BIGDATA

OBJECTIVE

The Healthcare Cyber Physical System for patient centric Healthcare application  services build on bigdata & cloud technology

INTRODUCTION

HEALTHCARE ecosystem consists of the healthcare providers (doctors, physicians, specialists, etc.), payers (health insurance companies), pharmaceutical companies, IT solutions and services firms, and the patients. The process of provisioning healthcare involves massive healthcare data which exists in different forms (structured or unstructured) on disparate data sources (such as relational databases, file servers, etc.) and in different formats. When a patient is admitted to a hospital, his/her information is entered into electronic health record (EHR) systems. Physicians diagnose the patient and the diagnostic information (from medical devices such as CT scanners, MRI scanners, etc.) is stored in EHR systems

MODULES

Large Scale.

Rapid Generation.

Various structure.

Deep Value.

FUTURE ENHANCEMENT

We will focus on developing various applications based on the Health-CPS to provide a better environment to humans.

SENTIMENT COMPUTING  FOR THE NEWS EVENT BASED ON SOCIAL MEDIA BIGDATA

OBJECTIVE

A word emotion association network is built and utilized for word emotion computation.

INTRODUCTION

With the advent of Web people are enabled and encouraged to contribute their contents to the Internet. Many user centered platforms are now available for information sharing and user interaction, such as Epinion, Amazon, Facebook and Twitter. Nowadays when people are interested in a product or a service, they usually not only look for official information from product manufacturers or service providers, experienced and practical opinions from the customers’ and users’ points of view are also influential.

MODULES

Pos tagging

Infrequent feature identification

aspect extraction

extracting opinion words & seed list preparation

polarity detection & classification

predicting the orientations of opinion sentences

FUTURE ENHANCEMENT

Algorithm design and efficiency analysis become more important when one studies how to efficiently mine all possible rare event sets and association rules based on minimal support. To different segmentation of data such as different age groups or other attributes. It is also useful to work with aspect interpretation as aspects are now represented by a list of key words. If a few sentences can be extracted or generated automatically to summarize the keywords, interpretation and understanding will be greatly improved.

SECURED AND IDENTITY HACKING IN ROUTING SYSTEM

OBJECTIVE

This project is combined form of  recursive and iterative routing for the easy way of message transferring from source to destination

INTRODUCTION

With the advent of Web people are enabled and encouraged to contribute their contents to the Internet. Many user centered platforms are now available for information sharing and user interaction, such as Epinion, Amazon, Facebook and Twitter. Nowadays when people are interested in a product or a service, they usually not only look for official information from product manufacturers or service providers, experienced and practical opinions from the customers’ and users’ points of view are also influential.

MODULES

Pos tagging

Infrequent feature identification

aspect extraction

extracting opinion words & seed list preparation

polarity detection & classification

predicting the orientations of opinion sentences

FUTURE ENHANCEMENT

Algorithm design and efficiency analysis become more important when one studies how to efficiently mine all possible rare event sets and association rules based on minimal support. To different segmentation of data such as different age groups or other attributes. It is also useful to work with aspect interpretation as aspects are now represented by a list of key words. If a few sentences can be extracted or generated automatically to summarize the keywords, interpretation and understanding will be greatly improved.

CROSS-SITE COLD START PRODUCT RECOMMENDATION IN E-COMMERCE WEBSITE

OBJECTIVE

E-Commerce product recommendation in cold start situation using convolutional neural networks.

INTRODUCTION

Data mining means finding patterns in data that provide insight or enable fast and accurate decision making. Knowledge discovery from data. Extraction of interesting (non-trivial, implicit, previously unknown and potentially useful) patterns or knowledge from huge amount of data

MODULES

Product embedding module.

User embedding module.

Heterogenous representation module.

Product recommendation module

FUTURE ENHANCEMENT

This project can be used for large-scale system. For that approach, the ideas of transfer knowledge can be used. It can also use the reviews and ratings provided by the customer to rank the recommended products.

ROBOT WELCOMING WITH VOICE PLAY, HAND MOVEMENT

OBJECTIVE

An arduino based Robot welcoming with hand movement and voice play technique is built and which reduces the complexities of humans

INTRODUCTION

Today, Technology is developing in the same direction in line with rapidly increasing human needs. The work done to meet these needs makes life easier. Robot arms work with an outside user or by performing predetermined commands. Nowadays, we most develop fields of robot arms in every field is the industry and medicine sector. While doing this robot control is provided by connecting to the voice play back connected with Arduino uno microcontroller.

MODULES

Arduino uno R3

Voice play back

Mini motors

4 channel Relay and jumper wires

Speaker and transformer

FUTURE ENHANCEMENT

 We will focus on developing various applications based on the robotics to provide a better environment to humans

SMART BLIND STICK USING ARDUINO

OBJECTIVE

To develop a smart blint stick that detects object infront of a person and give response to the person either by vibration or sound.

INTRODUCTION

 This walking stick is an alternative to the traditional walking stick. Here, Arduino Nano, ultrasonic sensor, Buzzer, 7805, 433MHz transmitter and receiver, resistors and capacitors  are used. Arduino is a microcontroller which can do all the calculations very fastly and quickly with great accuracy. Ultrasonic sensor is used to detect the object in the front of the person by measuring the distance between the object and the stick. For left and right object detection, IR Sensor is used which is very small in range. So, it detects the object which is very close.

MODULES

Ultrasonic Sensor used to detect the object in front of the person

Arduino Nano

Buzzer

LDR used to find resistance that change with the light intensity that falls upon it.

433MHz RF transmitter and receiver used for remote controlling 7805

FUTURE ENHANCEMENT

A variety of future scope are available that can be used of with the stick such as usage of Global positioning System can help the blind person to source to destination route information. GPS can help to find the shortest and best path as accordingly to Google . GSM attachment can help in future for any immediate casualty help. It can also contain special arrangement to connect the walking stick to aadhar card of blinds, helping the government serve the physically disable even better. Voice recognizer can be added to identify the commands. Water sensor that sense any kind of water allowing the safe walk of the blind people in order to avoid slipping.

HOME AUTOMATION

OBJECTIVE

An arduino based home automation technique is built and which helps us to control the basic home appliances using smart phone supported by Bluetooth.

INTRODUCTION

In the present day, security systems play an important role in the protection of lives and investment A smart home is one that is equipped with lighting, heating, and electronic devices that can be controlled remotely by smart phone or via the internet. An internet based home automation system focuses on controlling home electronic devices whether you are inside or outside your home.

MODULES

Arduino Uno R3

Bluetooth Module

4 Channel Relay

LED Bulb

Jumper wires 

2 pin flexible wire

FUTURE ENHANCEMENT

Arduino based device control using Bluetooth on Smartphone project can be enhanced to control the speed of the fan or volume of the buzzer etc.

Home automation and Device controlling can be done using Internet of Things IOT technology. We can replace Bluetooth by GSM modem so that we can achieve device controlling by sending SMS using GSM modem.

WILD BOAR REPELLENT

OBJECTIVE

This product is to repel wild especially wild boar from destroying crops.

INTRODUCTION

This product is mainly intended for farmers and who are facing wild boar related problems. To repel wild animals especially wild boar form destroying crops. This device is eco-friendly Using solar energy .This device produce ultrasonic sound and led flash light intermittently

MODULES

Power led

Ultrasonic sound producer

Stepper motor

Solar panel

FUTURE ENHANCEMENT

Fully automatic device works without human help. Cylinder shape so that it does not resist wind flow. Easy to install in any location. 360 degree coverage