Sreenu Banoth | IIT Kharagpur (original) (raw)

Papers by Sreenu Banoth

Research paper thumbnail of Enhanced metabolite yield with compensatory biomass reduction revealed by moisture stress induction in <i>Centella asiatica</i> (L.)

Journal of Horticultural Sciences/Journal of Horticultural Sciences (Online), Jun 30, 2024

Research paper thumbnail of A Review of Selected Techniques in Job Scheduling in Cloud Computing

International Journal of Science and Research (IJSR), 2016

Research paper thumbnail of Stress Detection Based on Naïve Bayes Algorithm

Indian Scientific Journal Of Research In Engineering And Management, May 19, 2024

Research paper thumbnail of Stress Detection Based on Naïve Bayes Algorithm

International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2023

Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to ... more Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to various health problems. The use of machine learning (ML) has been gaining popularity as a tool for stress detection. ML techniques have shown promising results in identifying patterns and features from various physiological and behavioral data sources such as heart rate, blood pressure, and speech signals. The primary goal of stress detection using ML is to provide accurate, non-invasive, and costeffective methods for early stress detection and intervention. Overall, stress detection using ML holds great promise in providing an objective, efficient, and scalable approach for stress monitoring and intervention. Further research is required to address the challenges associated with data collection, feature extraction, and model generalization to diverse populations and contexts.

Research paper thumbnail of The Impact of User Experience Design on Customer Satisfaction in E-commerce Websites

International Journal for Research in Applied Science and Engineering Technology

: User experience design (UXD) has become increasingly important in e-commerce website developmen... more : User experience design (UXD) has become increasingly important in e-commerce website development, as it plays a crucial role in shaping customer satisfaction and loyalty. This study aims to investigate the impact of UXD on customer satisfaction in e-commerce websites. A mixed-methods research design was employed, involving a survey of 500 online shoppers and semi-structured interviews with 10 e-commerce website designers. The findings show that UXD has a significant positive effect on customer satisfaction, with factors such as ease of navigation, clarity of product information, visual design, and speed of page loading being the most influential. The study also reveals that personalization and customization features can enhance customer satisfaction, as they provide a more personalized and engaging shopping experience. Furthermore, the study highlights the importance of mobile optimization, as customers increasingly use mobile devices to shop online. These findings have significant implications for e-commerce website development, as they suggest that UXD should be a top priority for website designers and developers in order to enhance customer satisfaction and loyalty.

Research paper thumbnail of Internet Banking System

International Journal for Research in Applied Science and Engineering Technology

: The rapid advancement of technology has revolutionized the way financial transactions are condu... more : The rapid advancement of technology has revolutionized the way financial transactions are conducted, leading to the increasing popularity of internet banking systems. This research paper focuses on the development of an internet banking system using PHP, MySQL, HTML, CSS, and JavaScript. These programming languages provide a solid foundation for creating a secure, user-friendly, and feature-rich banking application. The paper explores the architecture, functionalities, and security measures employed in building the internet banking system, as well as the advantages and challenges associated with its implementation. By leveraging the power of these programming languages, banks can offer their customers convenient and accessible online banking services while ensuring the highest standards of security and reliability. The findings of this research will contribute to a deeper understanding of the technical aspects involved in developing internet banking systems and provide insights into best practices for successful implementation.

Research paper thumbnail of AI Enabled Chatbot for regulating Mental Health

International Journal for Research in Applied Science and Engineering Technology

: The most important healthcare questions affecting present-day human people are those related to... more : The most important healthcare questions affecting present-day human people are those related to mental health. Young adults and individuals of working age are more inclined to experience these troubles that have a detrimental effect on the person, his or her family, job, society, and economy. Conventional mental health care aids, while very successful, cannot be scaled until they meet the growing demand from affected individuals, as explained in the first two years of the COVID-19 epidemic. To begin with, it is supposed that there are 792 million families globally that have mental health issues and ailments. That equates to 1 in 10 people worldwide. Conversational assistants, or chatbots, are a recent science creativeness that has been efficiently adapted for mental health management to present first-level help for such individuals. Compared to face-to-face consultations, people are more forthcoming in online chats. Traditional methods for sentiment analysis and consoling may not be effective with adolescents because they are reluctant to express their negative emotions in personal interaction. As a result, this project places a firm attention on utilizing virtual programs to recognize depressing or anxious symptoms in individuals and control their stress.

Research paper thumbnail of Crime Rate Prediction Using Naive Bayes and KNN Algorithm

International Journal for Research in Applied Science and Engineering Technology

: The criminal cases are increasing rapidly in our country due to which number of pending cases a... more : The criminal cases are increasing rapidly in our country due to which number of pending cases are also piling up. The continuous increase in the criminal cases is proving that it would be very difficult to be classified and to be solved. Recognizing the criminal activity patterns of a place is very important in order to prevent it from happening any other case. The crime solving agencies are doing a better work and can do a better work if they have a good knowledge of the pattern of criminal activities that are happening in a particular area or region. This problem can only be done by using machine learning any by using different algorithms to find the patterns of the criminal activities in a particular area or region. Data pre-processing is as important as final prediction and label encoding to clean and nourish the data. This research paper gives an efficient machine leaning model using different algorithms for predicting the next criminal case of the country

Research paper thumbnail of Stress Detection Based on Naïve Bayes Algorithm

International Journal for Research in Applied Science and Engineering Technology, Apr 30, 2023

Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to... more Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to various health problems. The use of machine learning (ML) has been gaining popularity as a tool for stress detection. ML techniques have shown promising results in identifying patterns and features from various physiological and behavioral data sources such as heart rate, blood pressure, and speech signals. The primary goal of stress detection using ML is to provide accurate, non-invasive, and costeffective methods for early stress detection and intervention. Overall, stress detection using ML holds great promise in providing an objective, efficient, and scalable approach for stress monitoring and intervention. Further research is required to address the challenges associated with data collection, feature extraction, and model generalization to diverse populations and contexts.

Research paper thumbnail of A Review of Selected Techniques in Job Scheduling in Cloud Computing

Cloud computing is a general term used to describe a new class of network based computing that ta... more Cloud computing is a general term used to describe a new class of network based computing that takes place over the internet. Cloud computing is the new paradigm for delivering on demand services over internet and can be described as internet amiable software. Job scheduling is one of the major activities performed in all the computing environments. Cloud computing is one the upcoming latest technology. To increase the working of cloud computing environments, job scheduling is one the tasks performed in order to gain maximum profit. In this paper, we introduce multiple scheduling research works to address this area. This review work provides acumen sight on the introduction of cloud computing to understand it and then focus on the various strategies for job scheduling in cloud computing. This paper also provides the base to the new researchers in cloud computing. This paper also takes a few techniques. Our priority bases upon some factors including same number of jobs for execution ...

Research paper thumbnail of An Online Social Networks for Access Control Model Using User- To-User Relationships

Users and resources in online social networks (OSNs) are interconnected via various types of rela... more Users and resources in online social networks (OSNs) are interconnected via various types of relationships. In particular, user-touser relationships form the basis of the OSN structure, and play a significant role in specifying and enforcing access control. Individual users and the OSN provider should be enabled to specify which access can be granted in terms of existing relationships. In this paper, we propose a novel user-to-user relationship-based access control (UURAC) model for OSN systems that utilizes regular expression notation for such policy specification. Access control policies on users and resources are composed in terms of requested action, multiple relationship types, the starting point of the evaluation, and the number of hops on the path. We present two path checking algorithms to determine whether the required relationship path between users for a given access request exists. We validate the feasibility of our approach by implementing a prototype system and evaluat...

Research paper thumbnail of A Review of Selected Techniques in Job Scheduling in Cloud Computing

International Journal of Science and Research (IJSR), Mar 5, 2016

Cloud computing is a general term used to describe a new class of network based computing that ta... more Cloud computing is a general term used to describe a new class of network based computing that takes place over the internet. Cloud computing is the new paradigm for delivering on demand services over internet and can be described as internet amiable software. Job scheduling is one of the major activities performed in all the computing environments. Cloud computing is one the upcoming latest technology. To increase the working of cloud computing environments, job scheduling is one the tasks performed in order to gain maximum profit. In this paper, we introduce multiple scheduling research works to address this area. This review work provides acumen sight on the introduction of cloud computing to understand it and then focus on the various strategies for job scheduling in cloud computing. This paper also provides the base to the new researchers in cloud computing. This paper also takes a few techniques. Our priority bases upon some factors including same number of jobs for execution at each node. This paper provides the survey on scheduling algorithms. There working with respect to the resource sharing. We systemize the scheduling problem in cloud computing, and present a cloud scheduling hierarchy.

Research paper thumbnail of Licensed Under Creative Commons Attribution CC BY A Review of Selected Techniques in Job Scheduling in Cloud Computing

International Journal of Science and Research (IJSR) , 2016

Cloud computing is a general term used to describe a new class of network based computing that ta... more Cloud computing is a general term used to describe a new class of network based computing that takes place over the internet. Cloud computing is the new paradigm for delivering on demand services over internet and can be described as internet amiable software. Job scheduling is one of the major activities performed in all the computing environments. Cloud computing is one the upcoming latest technology. To increase the working of cloud computing environments, job scheduling is one the tasks performed in order to gain maximum profit. In this paper, we introduce multiple scheduling research works to address this area. This review work provides acumen sight on the introduction of cloud computing to understand it and then focus on the various strategies for job scheduling in cloud computing. This paper also provides the base to the new researchers in cloud computing. This paper also takes a few techniques. Our priority bases upon some factors including same number of jobs for execution at each node. This paper provides the survey on scheduling algorithms. There working with respect to the resource sharing. We systemize the scheduling problem in cloud computing, and present a cloud scheduling hierarchy.

Research paper thumbnail of Enhanced metabolite yield with compensatory biomass reduction revealed by moisture stress induction in <i>Centella asiatica</i> (L.)

Journal of Horticultural Sciences/Journal of Horticultural Sciences (Online), Jun 30, 2024

Research paper thumbnail of A Review of Selected Techniques in Job Scheduling in Cloud Computing

International Journal of Science and Research (IJSR), 2016

Research paper thumbnail of Stress Detection Based on Naïve Bayes Algorithm

Indian Scientific Journal Of Research In Engineering And Management, May 19, 2024

Research paper thumbnail of Stress Detection Based on Naïve Bayes Algorithm

International Journal for Research in Applied Science & Engineering Technology (IJRASET), 2023

Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to ... more Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to various health problems. The use of machine learning (ML) has been gaining popularity as a tool for stress detection. ML techniques have shown promising results in identifying patterns and features from various physiological and behavioral data sources such as heart rate, blood pressure, and speech signals. The primary goal of stress detection using ML is to provide accurate, non-invasive, and costeffective methods for early stress detection and intervention. Overall, stress detection using ML holds great promise in providing an objective, efficient, and scalable approach for stress monitoring and intervention. Further research is required to address the challenges associated with data collection, feature extraction, and model generalization to diverse populations and contexts.

Research paper thumbnail of The Impact of User Experience Design on Customer Satisfaction in E-commerce Websites

International Journal for Research in Applied Science and Engineering Technology

: User experience design (UXD) has become increasingly important in e-commerce website developmen... more : User experience design (UXD) has become increasingly important in e-commerce website development, as it plays a crucial role in shaping customer satisfaction and loyalty. This study aims to investigate the impact of UXD on customer satisfaction in e-commerce websites. A mixed-methods research design was employed, involving a survey of 500 online shoppers and semi-structured interviews with 10 e-commerce website designers. The findings show that UXD has a significant positive effect on customer satisfaction, with factors such as ease of navigation, clarity of product information, visual design, and speed of page loading being the most influential. The study also reveals that personalization and customization features can enhance customer satisfaction, as they provide a more personalized and engaging shopping experience. Furthermore, the study highlights the importance of mobile optimization, as customers increasingly use mobile devices to shop online. These findings have significant implications for e-commerce website development, as they suggest that UXD should be a top priority for website designers and developers in order to enhance customer satisfaction and loyalty.

Research paper thumbnail of Internet Banking System

International Journal for Research in Applied Science and Engineering Technology

: The rapid advancement of technology has revolutionized the way financial transactions are condu... more : The rapid advancement of technology has revolutionized the way financial transactions are conducted, leading to the increasing popularity of internet banking systems. This research paper focuses on the development of an internet banking system using PHP, MySQL, HTML, CSS, and JavaScript. These programming languages provide a solid foundation for creating a secure, user-friendly, and feature-rich banking application. The paper explores the architecture, functionalities, and security measures employed in building the internet banking system, as well as the advantages and challenges associated with its implementation. By leveraging the power of these programming languages, banks can offer their customers convenient and accessible online banking services while ensuring the highest standards of security and reliability. The findings of this research will contribute to a deeper understanding of the technical aspects involved in developing internet banking systems and provide insights into best practices for successful implementation.

Research paper thumbnail of AI Enabled Chatbot for regulating Mental Health

International Journal for Research in Applied Science and Engineering Technology

: The most important healthcare questions affecting present-day human people are those related to... more : The most important healthcare questions affecting present-day human people are those related to mental health. Young adults and individuals of working age are more inclined to experience these troubles that have a detrimental effect on the person, his or her family, job, society, and economy. Conventional mental health care aids, while very successful, cannot be scaled until they meet the growing demand from affected individuals, as explained in the first two years of the COVID-19 epidemic. To begin with, it is supposed that there are 792 million families globally that have mental health issues and ailments. That equates to 1 in 10 people worldwide. Conversational assistants, or chatbots, are a recent science creativeness that has been efficiently adapted for mental health management to present first-level help for such individuals. Compared to face-to-face consultations, people are more forthcoming in online chats. Traditional methods for sentiment analysis and consoling may not be effective with adolescents because they are reluctant to express their negative emotions in personal interaction. As a result, this project places a firm attention on utilizing virtual programs to recognize depressing or anxious symptoms in individuals and control their stress.

Research paper thumbnail of Crime Rate Prediction Using Naive Bayes and KNN Algorithm

International Journal for Research in Applied Science and Engineering Technology

: The criminal cases are increasing rapidly in our country due to which number of pending cases a... more : The criminal cases are increasing rapidly in our country due to which number of pending cases are also piling up. The continuous increase in the criminal cases is proving that it would be very difficult to be classified and to be solved. Recognizing the criminal activity patterns of a place is very important in order to prevent it from happening any other case. The crime solving agencies are doing a better work and can do a better work if they have a good knowledge of the pattern of criminal activities that are happening in a particular area or region. This problem can only be done by using machine learning any by using different algorithms to find the patterns of the criminal activities in a particular area or region. Data pre-processing is as important as final prediction and label encoding to clean and nourish the data. This research paper gives an efficient machine leaning model using different algorithms for predicting the next criminal case of the country

Research paper thumbnail of Stress Detection Based on Naïve Bayes Algorithm

International Journal for Research in Applied Science and Engineering Technology, Apr 30, 2023

Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to... more Stress is a prevalent issue that affects individuals' mental and physical well-being, leading to various health problems. The use of machine learning (ML) has been gaining popularity as a tool for stress detection. ML techniques have shown promising results in identifying patterns and features from various physiological and behavioral data sources such as heart rate, blood pressure, and speech signals. The primary goal of stress detection using ML is to provide accurate, non-invasive, and costeffective methods for early stress detection and intervention. Overall, stress detection using ML holds great promise in providing an objective, efficient, and scalable approach for stress monitoring and intervention. Further research is required to address the challenges associated with data collection, feature extraction, and model generalization to diverse populations and contexts.

Research paper thumbnail of A Review of Selected Techniques in Job Scheduling in Cloud Computing

Cloud computing is a general term used to describe a new class of network based computing that ta... more Cloud computing is a general term used to describe a new class of network based computing that takes place over the internet. Cloud computing is the new paradigm for delivering on demand services over internet and can be described as internet amiable software. Job scheduling is one of the major activities performed in all the computing environments. Cloud computing is one the upcoming latest technology. To increase the working of cloud computing environments, job scheduling is one the tasks performed in order to gain maximum profit. In this paper, we introduce multiple scheduling research works to address this area. This review work provides acumen sight on the introduction of cloud computing to understand it and then focus on the various strategies for job scheduling in cloud computing. This paper also provides the base to the new researchers in cloud computing. This paper also takes a few techniques. Our priority bases upon some factors including same number of jobs for execution ...

Research paper thumbnail of An Online Social Networks for Access Control Model Using User- To-User Relationships

Users and resources in online social networks (OSNs) are interconnected via various types of rela... more Users and resources in online social networks (OSNs) are interconnected via various types of relationships. In particular, user-touser relationships form the basis of the OSN structure, and play a significant role in specifying and enforcing access control. Individual users and the OSN provider should be enabled to specify which access can be granted in terms of existing relationships. In this paper, we propose a novel user-to-user relationship-based access control (UURAC) model for OSN systems that utilizes regular expression notation for such policy specification. Access control policies on users and resources are composed in terms of requested action, multiple relationship types, the starting point of the evaluation, and the number of hops on the path. We present two path checking algorithms to determine whether the required relationship path between users for a given access request exists. We validate the feasibility of our approach by implementing a prototype system and evaluat...

Research paper thumbnail of A Review of Selected Techniques in Job Scheduling in Cloud Computing

International Journal of Science and Research (IJSR), Mar 5, 2016

Cloud computing is a general term used to describe a new class of network based computing that ta... more Cloud computing is a general term used to describe a new class of network based computing that takes place over the internet. Cloud computing is the new paradigm for delivering on demand services over internet and can be described as internet amiable software. Job scheduling is one of the major activities performed in all the computing environments. Cloud computing is one the upcoming latest technology. To increase the working of cloud computing environments, job scheduling is one the tasks performed in order to gain maximum profit. In this paper, we introduce multiple scheduling research works to address this area. This review work provides acumen sight on the introduction of cloud computing to understand it and then focus on the various strategies for job scheduling in cloud computing. This paper also provides the base to the new researchers in cloud computing. This paper also takes a few techniques. Our priority bases upon some factors including same number of jobs for execution at each node. This paper provides the survey on scheduling algorithms. There working with respect to the resource sharing. We systemize the scheduling problem in cloud computing, and present a cloud scheduling hierarchy.

Research paper thumbnail of Licensed Under Creative Commons Attribution CC BY A Review of Selected Techniques in Job Scheduling in Cloud Computing

International Journal of Science and Research (IJSR) , 2016

Cloud computing is a general term used to describe a new class of network based computing that ta... more Cloud computing is a general term used to describe a new class of network based computing that takes place over the internet. Cloud computing is the new paradigm for delivering on demand services over internet and can be described as internet amiable software. Job scheduling is one of the major activities performed in all the computing environments. Cloud computing is one the upcoming latest technology. To increase the working of cloud computing environments, job scheduling is one the tasks performed in order to gain maximum profit. In this paper, we introduce multiple scheduling research works to address this area. This review work provides acumen sight on the introduction of cloud computing to understand it and then focus on the various strategies for job scheduling in cloud computing. This paper also provides the base to the new researchers in cloud computing. This paper also takes a few techniques. Our priority bases upon some factors including same number of jobs for execution at each node. This paper provides the survey on scheduling algorithms. There working with respect to the resource sharing. We systemize the scheduling problem in cloud computing, and present a cloud scheduling hierarchy.