Vishal Bhatnagar

Vishal Bhatnagar received the B-Tech degree in Computer-Science and Engineering from Nagpur University in Nagpur, India in 1999 and the M-Tech in Information-Technology from Punjabi University, Patiala, India in 2005 and PhD from Shobhit University in 2010.Vishal Bhatnagar is Associate Professor in Computer-Science and Engineering department at Ambedkar Institute of Advanced Communication Technologies and Research (Govt. of Delhi), GGSIPU, Delhi, India. His research interests include Database, Advance Database, Data warehouse and Data-mining. He has been in teaching for more than eight years. He has guided under-graduate and post-graduate students in various research projects of databases and data mining.

Publications

A Framework for Effective Data Analytics for Tourism Sector: Big Data Approach
Sapna Sinha, Vishal Bhatnagar, Abhay Bansal. © 2022. 14 pages.
From BRICS nations, India is the second largest tourism market after China in Asia. Technological revolution has added new dimensions to the way technologies being used in all...
A Novel Aspect Based Framework for Tourism Sector with Improvised Aspect and Opinion Mining Algorithm
Vishal Bhatnagar, Mahima Goyal, Mohammad Anayat Hussain. © 2022. 15 pages.
With the growth of e-commerce web sites, the demand of writing reviews on these portals have gained huge popularity. This huge data must be mined to analyze the opinion and for...
Sentiment Analysis of Game Review Using Machine Learning in a Hadoop Ecosystem
Arvind Panwar, Vishal Bhatnagar. © 2022. 21 pages.
Internet, & more unambiguously the creation of WWW in the early 1990s, helped people to build an interconnected global platform where information can be stored, shared, and...
A Prospect on an Intelligent Recommender System
Pooja, Vishal Bhatnagar. © 2021. 19 pages.
User satisfaction is the principle component in the prosperity of a recommender system to provide an exact recommendation within a rational amount of time. The recommendation...
A Data-Driven Analysis of the Paradigm Shift From Permanent to Contractual Recruitment
Shyla, Vishal Bhatnagar, Raju Ranjan, Arushi Jain. © 2021. 16 pages.
Big data is the high-volume, high-variety data which involves data storage, data management, and data analysis that presents a wide view of business possibility for real-time...
Credit Card Fraud Transaction Detection System Using Neural Network-Based Sequence Classification Technique
Kapil Kumar, Shyla, Vishal Bhatnagar. © 2021. 20 pages.
The movement towards digital era introduces centralization of information, web services, applications, and devices. The fraudster keeps an eye over ongoing transaction and forges...
Comprehensive Examination of Network Intrusion Detection Models on Data Science
Shyla, Vishal Bhatnagar. © 2021. 27 pages.
The increased requirement of data science in recent times has given rise to the concept of data security, which has become a major issue; thus, the amalgamation of data science...
Concoction of Ambient Intelligence and Big Data for Better Patient Ministration Services
Arushi Jain, Vishal Bhatnagar. © 2020. 13 pages.
The term Ambient Intelligence (AmI) encompasses other technologies such as ubiquitous communication, pervasive computing and ubiquitous computing. Hospitals can improve their...
Comprehensive Contemplation of Probabilistic Aspects in Intelligent Analytics
Neeti Sangwan, Vishal Bhatnagar. © 2020. 26 pages.
In Big Data analysis, the application of machine learning has proven to be a revolutionary. The systematic review of literature shows that research has been carried out on the...
Data Lake Architecture: A New Repository for Data Engineer
Arvind Panwar, Vishal Bhatnagar. © 2020. 13 pages.
Data is the biggest asset after people for businesses, and it is a new driver of the world economy. The volume of data that enterprises gather every day is growing rapidly. This...
A Classification Framework for Data Mining Applications in Criminal Science and Investigations
Mahima Goyal, Vishal Bhatnagar, Arushi Jain. © 2020. 17 pages.
The importance of data analysis across different domains is growing day by day. This is evident in the fact that crucial information is retrieved through data analysis, using...
Sentiment Analysis of Game Review Using Machine Learning in a Hadoop Ecosystem
Arvind Panwar, Vishal Bhatnagar. © 2020. 21 pages.
Internet, & more unambiguously the creation of WWW in the early 1990s, helped people to build an interconnected global platform where information can be stored, shared, and...
Hadoop Map Only Job for Enciphering Patient-Generated Health Data
Arushi Jain, Vishal Bhatnagar. © 2019. 16 pages.
Today, Big Data is being leveraged in many industries from criminal justice to health care to real estate with powerful outcomes. Organizations are using Big Data to predict the...
Collaborative and Clustering Based Strategy in Big Data
Arushi Jain, Vishal Bhatnagar, Pulkit Sharma. © 2019. 19 pages.
There is a proliferation in the amount of data generated and its volume, which is going to persevere for many coming years. Big data clustering is the exercise of taking a set of...
Big Data in Operation Management
Arushi Jain, Vishal Bhatnagar. © 2019. 22 pages.
The word big data analytics have been increased substantially these days, one of the most prominent reasons is to predict the behavior of the customer purchase. This analysis...
Analysis of Grievances in the Banking Sector through Big Data
Arushi Jain, Vishal Bhatnagar. © 2019. 17 pages.
Banking sector is one of the sectors which face the problem because of the huge amounts of data coming in at a rapid pace. In this paper the authors analyzed grievances in the...
A Novel Aspect Based Framework for Tourism Sector with Improvised Aspect and Opinion Mining Algorithm
Vishal Bhatnagar, Mahima Goyal, Mohammad Anayat Hussain. © 2018. 12 pages.
With the growth of e-commerce web sites, the demand of writing reviews on these portals have gained huge popularity. This huge data must be mined to analyze the opinion and for...
Need of Intelligent Search in Dynamic Social Network
Shailendra Kumar Sonkar, Vishal Bhatnagar, Rama Krishna Challa. © 2018. 14 pages.
The user of dynamic social network does not require irrelevant and vast amount of information during a search. A need of an intelligent search is required to get the reduced...
A Novel Ammonic Conversion Algorithm for Securing Data in DNA Using Parabolic Encryption
Shipra Jain, Vishal Bhatnagar. © 2018. 10 pages.
In today's era, the traditional cryptographic methods are not sufficient to provide security to the data. Everyone wants to secure their data whether the data is bank...
Multi-Label Naïve Bayes Classifier for Identification of Top Destination and Issues to Accost by Tourism Sector
Sapna Sinha, Vishal Bhatnagar, Abhay Bansal. © 2018. 17 pages.
This article describes how the tourism sector plays very important role in the social and economic growth of any country. Technologies like the internet and mobile technologies...
SENSEX Price Fluctuation Forecasting Comparison Between Global Indices and Companies Making It
Aviral Sharma, Vishal Bhatnagar, Abhay Bansal. © 2018. 15 pages.
This article describes how the stock markets form the pivot point in any economy and the health of the economy is depicted by the major indices of that market. These indices tell...
A Classification Framework on Opinion Mining for Effective Recommendation Systems
Mahima Goyal, Vishal Bhatnagar. © 2018. 15 pages.
With the recent trend of expressing opinions on the social media platforms like Twitter, Blogs, Reviews etc., a large amount of data is available for the analysis in the form of...
Need of Intelligent Search in Dynamic Social Network
Shailendra Kumar Sonkar, Vishal Bhatnagar, Rama Krishna Challa. © 2018. 14 pages.
The user of dynamic social network does not require irrelevant and vast amount of information during a search. A need of an intelligent search is required to get the reduced...
Collaborative Filtering Using Data Mining and Analysis
Vishal Bhatnagar. © 2017. 309 pages.
Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to find ways to...
Collaborative and Clustering Based Strategy in Big Data
Arushi Jain, Vishal Bhatnagar, Pulkit Sharma. © 2017. 19 pages.
There is a proliferation in the amount of data generated and its volume, which is going to persevere for many coming years. Big data clustering is the exercise of taking a set of...
A Classification Framework on Opinion Mining for Effective Recommendation Systems
Mahima Goyal, Vishal Bhatnagar. © 2017. 15 pages.
With the recent trend of expressing opinions on the social media platforms like Twitter, Blogs, Reviews etc., a large amount of data is available for the analysis in the form of...
Big Data in Operation Management
Arushi Jain, Vishal Bhatnagar. © 2017. 29 pages.
The word big data analytics have been increased substantially these days, one of the most prominent reasons is to predict the behavior of the customer purchase. This analysis...
Pros and Cons of Applying Opinion Mining on Operation Management: A Big Data Perspective
Mahima Goyal, Vishal Bhatnagar. © 2017. 14 pages.
The web data is growing at an immense pace. This is true for the social networks also. The data in the form of opinion of an individual is gathered to find the nuggets out of the...
Hadoop Map Only Job for Enciphering Patient-Generated Health Data
Arushi Jain, Vishal Bhatnagar. © 2017. 15 pages.
Today, Big Data is being leveraged in many industries from criminal justice to health care to real estate with powerful outcomes. Organizations are using Big Data to predict the...
Concoction of Ambient Intelligence and Big Data for Better Patient Ministration Services
Arushi Jain, Vishal Bhatnagar. © 2017. 12 pages.
The term Ambient Intelligence (AmI) encompasses other technologies such as ubiquitous communication, pervasive computing and ubiquitous computing. Hospitals can improve their...
A Framework for Effective Data Analytics for Tourism Sector: Big Data Approach
Sapna Sinha, Vishal Bhatnagar, Abhay Bansal. © 2017. 13 pages.
From BRICS nations, India is the second largest tourism market after China in Asia. Technological revolution has added new dimensions to the way technologies being used in all...
A Layered Parameterized Framework for Intelligent Information Retrieval in Dynamic Social Network using Data Mining
Shailendra Kumar Sonkar, Vishal Bhatnagar, Rama Krishna Challa. © 2016. 18 pages.
Dynamic social networks contain vast amounts of data, which is changing continuously. A search in a dynamic social network does not guarantee relevant, filtered, and timely...
Applications of Data Mining in Software Development Life Cycle: A Literature Survey and Classification
Naveen Dahiya, Vishal Bhatnagar, Manjeet Singh, Neeti Sangwan. © 2016. 13 pages.
Data mining has proven to be an important technique in terms of efficient information extraction, classification, clustering, and prediction of future trends from a database. The...
Movie Analytics for Effective Recommendation System using Pig with Hadoop
Arushi Jain, Vishal Bhatnagar. © 2016. 19 pages.
Movies have been a great source of entertainment for the people ever since their inception in the late 18th century. The term movie is very broad and its definition contains...
A Classification Framework for Data Mining Applications in Criminal Science and Investigations
Mahima Goyal, Vishal Bhatnagar, Arushi Jain. © 2016. 20 pages.
The importance of data analysis across different domains is growing day by day. This is evident in the fact that crucial information is retrieved through data analysis, using...
Efficient Materialized View Selection for Multi-Dimensional Data Cube Models
Naveen Dahiya, Vishal Bhatnagar, Manjeet Singh. © 2016. 23 pages.
Decision Support Systems help managers to make intelligent decisions by throwing complex queries on large databases. The response time to queries is a very crucial factor in...
Olympics Big Data Prognostications
Arushi Jain, Vishal Bhatnagar. © 2016. 14 pages.
Data is continuously snowballing over the years, gradually a huge growth is seen in data to store and tame to yield meticulous result. It gives rise to a concept nowadays...
Classification of Polarity of Opinions Using Unsupervised Approach in Tourism Domain
Mahima Goyal, Vishal Bhatnagar. © 2016. 11 pages.
The recent growth of e-commerce websites has paved a way for the users to express their opinions on these web portals which, in turn, makes the customers review these comments...
Analysis of Grievances in the Banking Sector through Big Data
Arushi Jain, Vishal Bhatnagar. © 2016. 16 pages.
Banking sector is one of the sectors which face the problem because of the huge amounts of data coming in at a rapid pace. In this paper the authors analyzed grievances in the...
Critical Parameters for Fuzzy Data Mining
Sinchan Bhattacharya, Vishal Bhatnagar. © 2015. 18 pages.
Research on data mining is increasing at an incessant rate and to improve its effectiveness other techniques have been applied such as fuzzy sets, rough set theory, knowledge...
A Novel Ammonic Conversion Algorithm for Securing Data in DNA using Parabolic Encryption
Shipra Jain, Vishal Bhatnagar. © 2015. 12 pages.
In today's era, the traditional cryptographic methods are not sufficient to provide security to the data. Everyone wants to secure their data whether the data is bank...
Need of Intelligent Search in Dynamic Social Network
Shailendra Kumar Sonkar, Vishal Bhatnagar, Rama Krishna Challa. © 2015. 16 pages.
The user of dynamic social network does not require irrelevant and vast amount of information during a search. A need of an intelligent search is required to get the reduced...
International Journal of Business Analytics (IJBAN)
John Wang. Est. 2014.
The International Journal of Business Analytics (IJBAN) is an indispensable resource for practitioners and academics that work in Business Analytics and related fields. Business...
Data Mining and Analysis in the Engineering Field
Vishal Bhatnagar. © 2014. 405 pages.
Particularly in the fields of software engineering, virtual reality, and computer science, data mining techniques play a critical role in the success of a variety of projects and...
Taxonomy Outline of Big Data Analytics Literature
Sapna Sinha, Vishal Bhatnagar, Abhay Bansal. © 2014. 16 pages.
Applications of Data Mining in Software Development Life Cycle: A Literature Survey and Classification
Naveen Dahiya, Vishal Bhatnagar, Manjeet Singh, Neeti Sangwan. © 2014. 13 pages.
Data mining has proven to be an important technique in terms of efficient information extraction, classification, clustering, and prediction of future trends from a database. The...
A Layered Parameterized Framework for Intelligent Information Retrieval in Dynamic Social Network using Data Mining
Shailendra Kumar Sonkar, Vishal Bhatnagar, Rama Krishna Challa. © 2014. 18 pages.
Dynamic social networks contain vast amounts of data, which is changing continuously. A search in a dynamic social network does not guarantee relevant, filtered, and timely...
Data Mining in Dynamic Social Networks and Fuzzy Systems
Vishal Bhatnagar. © 2013. 412 pages.
Many organizations, whether in the public or private sector, have begun to take advantage of the tools and techniques used for data mining. Utilizing data mining tools, these...
Data Preprocessing for Dynamic Social Network Analysis
Preeti Gupta, Vishal Bhatnagar. © 2013. 15 pages.
The social network analysis is of significant interest in various application domains due to its inherent richness. Social network analysis like any other data analysis is...
A Conceptual Framework for Social Network Data Security: The Role of Social Network Analysis and Data Mining Techniques
Sanur Sharma, Vishal Bhatnagar. © 2013. 29 pages.
In recent times, there has been a tremendous increase in the number of social networking sites and their users. With the amount of information posted on the public forums, it...
Critical Parameters for Fuzzy Data Mining
Sinchan Bhattacharya, Vishal Bhatnagar. © 2013. 18 pages.
Research on data mining is increasing at an incessant rate and to improve its effectiveness other techniques have been applied such as fuzzy sets, rough set theory, knowledge...
International Journal of Information Retrieval Research (IJIRR)
Zhongyu Lu. Est. 2011.
The International Journal of Information Retrieval Research (IJIRR) publishes original, innovative, and creative research in the retrieval of information. This journal focuses on...
Journal of Information Technology Research (JITR)
Francisco José García-Peñalvo. Est. 2008.
The Journal of Information Technology Research (JITR) presents comprehensive interdisciplinary and refereed research on the most emerging and breakthrough areas of information...