Papers by Puninder Kaur Puninder Kaur
BENTHAM SCIENCE PUBLISHERS eBooks, May 8, 2024
Journal of Engineering Education Transformations, Apr 1, 2022
Online education is existing since 2014 but it becomes the only mode of instruction in 2020 due t... more Online education is existing since 2014 but it becomes the only mode of instruction in 2020 due to the Covid pandemic. The whole world faces a lot of challenges, especially in developing countries. It is because in developing countries technology is confined to metropolitan cities only. A major portion of these countries are still rural and cannot provide the necessary infrastructure for digital education. Even aft er th es e ch al lenges, it br ing s manif ol d opportunities too. This paper will study the opportunities and challenges faced while providing education in Online Mode from the perspective of s t u d e n t s , t e a c h e r s , a n d e d u c a t i o n Institutes/Universities.
Research Highlights in Science and Technology Vol. 3
2022 5th International Conference on Contemporary Computing and Informatics (IC3I)
INTERNATIONAL CONFERENCE ON ADVANCES IN MULTI-DISCIPLINARY SCIENCES AND ENGINEERING RESEARCH: ICAMSER-2021
Timely analysis and recognition of leaf diseases in plants ensures good quality and productivity ... more Timely analysis and recognition of leaf diseases in plants ensures good quality and productivity of crops in the field of agriculture. Recognition of rice leaf diseases is one of the biggest challenges for the farmers due to incomplete awareness regarding latest sophisticated techniques in the field of leaf disease identification. Much of the growth of rice is disturbed due to the prevalence of rice leaf diseases. Earlier detection of rice leaf diseases done manually by farmers which is very laborious and time consuming. However, requisite of automatic identification of rice leaf diseases helps farmers to save their agricultural crops more efficiently. Innovations in the field of computer vision and deep learning meets the expectations and proves to be the best solution for classification of rice leaf diseases using convolutional neural networks using samples of rice leaf diseases. In this review paper, the major focus is on performance analysis of detection of rice leaf diseases based on the architectures employed.
2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)
2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), Apr 28, 2022
2022 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COM-IT-CON)
International Journal of Education and Management Engineering, 2019
With advent of technology online education has become the core of educational settings worldwide.... more With advent of technology online education has become the core of educational settings worldwide. This paper aims to identify the factors that contribute in enhancing the online learning usage model in context of India, an emerging leader in Educational settings across the globe. In this study, data mining techniques were applied on the data collected from the log files of online courses. The initial investigations supported the use of custom build framework for teaching online courses. Data Structure course was taught using online platform and the data was collected using the log files. The data collected was further analysed using data mining techniques using Rapid miner tool. Although the results from three different data mining techniques showed some variations but the inferences from the results identified few common factors that have influence on enhancing the online learning usage model. Clustering techniques revealed that factors related to timely checking of online contents and posting have positive impact on online learning however decision trees supported that timely completing the online assignments along with checking of online contents and posting of messages played an important role in terms of enhancing the academic performance. This paper identifies three factors for teachers teaching online courses to improve overall performance of the students by learning from Indian University Success.
2021 5th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT), 2021
2021 International Conference on Computational Intelligence and Computing Applications (ICCICA)
VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE, Nov 10, 2019
In recent years, sentiment analysis became an important concept which is used to extract an impor... more In recent years, sentiment analysis became an important concept which is used to extract an important feature or text mining according to our interest. It is very difficult to judge the polarity or the review of particular product. This problem is solved by ontology. Ontology is a formal and shared specification of a particular domain. It is a large semantic network used to extract a domain specific concept or domain specific features of a particular product. Ontology contains concept which means domain and sets of objects or we can say instance of concept and relationship between various objects. Ontology based approach is classification of opinion and feature-based approach. Ontology gives domain specific features along with the hieratical relationship between them. Ontology generates semantic graphs and tree for showing relationship between different domains and entities. The relationship can be done on the basis of nodes and edges connections. We use some contextual lexicons which are used to provide the opinion about particular domain like SentiWordNet, SenticNet, WordNet etc. This survey aims to provide an insight on Opinion target, Opinion lexical and Aspect based Polarity detection, sentiment aggregation.
— With the computerized message systems replacing the physical transport of paper and ink documen... more — With the computerized message systems replacing the physical transport of paper and ink documents, an effective solution for authentication of the electronic data is necessary. In situation where there is not complete trust between sender and receiver, something more than authentication is needed.The most attractive solution to this problem is the digital signature. While the nature of the transaction these documents are meant to support has not changed, the environment in which the transaction is made is changing. To support the new environment we must provide rules and practices that employ electronic and digital signature technology to achieve and surpass the functionality historically expected from paper based documents with ink signatures. Compared to the tedious and labour-intensive paper methods such as checking specimen signature cards, digital signatures yield a high degree of assurance without adding greatly to the resources required for processing documents. Digital sig...
Journal of Computational and Theoretical Nanoscience, 2020
In the IT world, predicting the academic performance of the huge student population poses a big c... more In the IT world, predicting the academic performance of the huge student population poses a big challenge. Educational data mining techniques significantly contribute in providing solution to this problem. There are several prediction methods available for data classification and clustering, to extract information and provide accurate results. In this paper, different prediction methodologies are highlighted for the prediction of real-time data analysis of dynamic academic behavior of the students. The main focus is to provide brief knowledge about all data mining techniques and highlight dissimilarities among various methods in order to provide the best results for the students.
Changes in service requirement of software demands consequent changes in its maintainability. An ... more Changes in service requirement of software demands consequent changes in its maintainability. An important aspect of changes is that it affects various factors in Component Based Software Engineering which is reuse-based approach to define, implement, and integrate different components into system. Variety of Component-based software frameworks for distributed, real-time and embedded systems in Component-oriented programming are existing for specific domains in order to deal with different requirements. Functionalities under component based system affecting multiple factors in a distributed environment. It is therefore more than necessary to consider various quality attributes like reliability, maintainability, interpretability and reusability for determining quality assurance. The article presents an approach to enhance the promptness of system maintainability in case of changes in component based software.
The economy of a country depends on the agriculture. The GDP growth of country is also depends on... more The economy of a country depends on the agriculture. The GDP growth of country is also depends on agriculture sector. It provides the employment of the nation’s workforce. The development of crop depends on various factors such as climate condition, fertilization, water supply, land management. These factors are not easy to identify so the data mining technique are applied for yield prediction. Data mining techniques uses various algorithms like C4.5, CART algorithms, Naïve Bayes algorithm, EM algorithm and SVM etc. The data mining technique take row data, and then apply various data mining algorithm, and produce appropriate output. In this survey paper various algorithms are discussed and accurate results are produced that helps the formers for cultivation.
The internet comes from the word combination of networks. In the Internet millions of computer ne... more The internet comes from the word combination of networks. In the Internet millions of computer networks connect for exchanges data & provide knowledge. Internet protocols set of rules that provide security features (Keswani, Keswani & Purohit, 2020). The internet is designed for thousands of computers are laboring for sharing information. Fortunately, researchers, scientist and even engineers need the new technologies, protocols and standards (Bonnaud, 2020). For taking advantages next and new internet generation are generates and it offers efficient, affordable, valid, secure data information and deliver it to proper destination at the thousands of times faster than previous generation (Niraja & Rao, 2020). Internet was developed near about 50 years ago. In these earlier years we learn about many new technologies, networking and flow of packets (Tian & Li, 2001; Roman, Zhou & Lopez, 2013). The one of the motive of internet is generate a advance technology which is useful in each fi...
2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)
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Papers by Puninder Kaur Puninder Kaur