International Journal of Managment, IT and Engineering, 2012
Electronic culture (e-culture) and the applications of Information and Communication Technology (... more Electronic culture (e-culture) and the applications of Information and Communication Technology (ICT) are continuously increasingly in every sphere of human life. It play much bigger role in industry and service sector as compare agriculture sector, to transfer information and knowledge rapidly over large distances through communications networks efficiently and cost-effectively. As agricultural sector is multifaceted in nature and require information from different sources and disciplines of agricultural technology. There is a high demand for agricultural information at global, national, regional levels for farmers, skilled farm-workers, suppliers, agricultural scientists and technologists, extension officers etc. However, agricultural information/data is currently collected and archived by different stakeholders leading to problems of overlapping and duplications, among others. Hence, there is a current need for an integrated information and communication system for agricultural m...
Developing a website is one of the most challenging processes in computer science and the instant... more Developing a website is one of the most challenging processes in computer science and the instant worldwide audiences of any Web Browser Enabled Application make its quality and reliability crucial factors in its success. But the technical complexities of a website and variances in the browsers, operating systems, and devices make testing and quality control much more difficult and in some ways, more subtle, than "conventional" client/server or non-web application. So which configuration should we test for our website, become a major ongoing challenging effort. Automated testing of websites is an opportunity and a challenge. The aim of this paper is to discuss the parameters that a website should meet before its launching worldwide and suggest some cross browsers automated testing tools which help in website testing on various browsers, operating systems, and devices and meet technical needs for assuring website quality.
2018 IEEE 8th International Advance Computing Conference (IACC), 2018
An experiential study is conducted to solve binary classification problem on big dataset of Europ... more An experiential study is conducted to solve binary classification problem on big dataset of European Survey of Schools: ICT in Education (known as ESSIE) using IBM modeler version 18.1. The survey was conducted by ESSIE at various levels [1]-[3] of schools ISCED (International Standard Classification of Education). To predict the gender of teachers based on their answers, the authors applied 4 supervised machine learning algorithms filtering out of 12 classifiers using auto classifiers on ISCED-1 and ISCED-2 level of schools. Out of total 158 attributes, self-reduction and auto classifier stabilized only 134 attributes for the Bayesian Network (BN) and Random Tree (RT) at level-1 and 134 attributes for logistic regression and 41 attributes for Decision Tree (C5) at level-2. The MissingValue filter of Weka 3.8.1 tool handled well 55641 in ISCED-2 level and 19415 at the ISCED-1 level and normalization is also applied as well. The outcomes of the study reveal that decision tree (C5) classifier outperformed the logistic regression (LR) after feature extraction at ISCED-2 level schools and Random Tree classifier predicted more accurately gender of the teacher as compare to the Bayesian Network at level-1 schools. Further, presented predictive models stabilized 134 attributes with 2926 instances for predict gender of teachers of level-1 schools and 134 attributes with 7542 instances for level-2 schools.
International Journal of Engineering Technology and Sciences, 2016
Information and communication technology (ICT) is major backbone of Indian education system. Now ... more Information and communication technology (ICT) is major backbone of Indian education system. Now days, the higher educational Institutions are using ICT based teaching and learning. Many of researchers, educators and students from the world are adapting sharply ICT in their educational life. Indian students have variety of thoughts towards ICT usage in their education. We have tried to explore the outlook difference among Indian students receiving higher education in Universities. More than five hundred students from six Universities located in Haryana and Punjab have participated in this study. This article is focusing on to find outlook difference among students towards ICT in relation to their locality and level of study. The statistically test like Z-test and T-test proves that educational standard and demography of students did not affect the outlook towards ICT awareness in higher education. This paper will support to investigators over the globe those are conducting their res...
Time is major concern beyond the technology to create dynamic searching about information at this... more Time is major concern beyond the technology to create dynamic searching about information at this competitive world. Today the Internet connects more than two billion people worldwide and India is a rising ICT country in the world. At present in advanced technologically world, Internet is a very useful tool in several domains. Internet is the main item for launching new cultures among societies because of effecting education and it is growing swiftly both in education and trade. In many recent researches, Internet provides us several ways of learning. Internet effects the education cycle of students and educators by providing alternatives learning styles. Internet is an aspect of dynamic student"s life. Many students involve in education sphere are straight depending on Internet. Internet comes to the spot that reveals discovery of data immediately to adapt the changes. With the use of high technologies, students can grasp the awareness of importance about technology and major ...
Today Web is great guide for students to gather detailed information regarding their education an... more Today Web is great guide for students to gather detailed information regarding their education and research. In the searching on the Web works best with mature students, who can better assess the convenience of their search results. Students remain busy in real-time data collection in ways that were once unattainable, with the help of Internet. They can gather updated research data always by researchers at work, thereby using the same techniques and tools, evaluating the similar data and sharing their conclusions either online and offline. Students can carry out research using huge and geographically varied samples. The aim of this paper is to compare the variance, mean values and also to test scatteredness of students' thoughts towards the Internet usage on their locality and gender basis. To test statistically significant difference between scatteredness in students' thoughts towards the Internet usage f-test is applied. The research is conducted with a structured question...
In past few years Internet is widely used in many colleges and universities even in India and abr... more In past few years Internet is widely used in many colleges and universities even in India and abroad. Many of educators have felt that the Internet plays an important role in their academic career. Even though for personal usage they are fully dependent on Internet. They believed that Internet act as instructor for a professional and academic student. In the field of innovations or research, many of scientists over the globe are used to gather required information from Internet regarding to achievement of his/her own objectives. They can collect latest sample or information from Internet, thereby using the same procedures and tools, calculate the same data and distribute their results over the globe. In this paper researcher is tried to measure the opinion of educators regarding Internet access in their academic or personal life. The main target of this study is to evaluate educators' Opinions regarding Internet in relation to their academic, social and personal. To examine thei...
In modern era web technology is changing sharply every day and the Internet has turn into a lifes... more In modern era web technology is changing sharply every day and the Internet has turn into a lifestyle for people all over the globe. As new behaviors are obtained, it is apparent that the standard of living in societies is in a developing phase. Even though Internet is became life style in our social life so it is major concern that induce positive opinion about it. India is a rising ICT country in the world. The rate of internet use is increasing day by day. The increasing technological development increases the uses of internet in every field. The extensive use of Internet implies the thought that it can also be more broadly used for educational purpose. Internet use for education and research is very important. It is now in follow to teach college to university to get more out of it. In this research, the focus is given on to investigate attitude towards Internet of college and university going students. The analysis is done on two dependent variables like level of study and stre...
Information and Communication Technology (ICT) has affected every facet of student, faculty and r... more Information and Communication Technology (ICT) has affected every facet of student, faculty and researcher’s life. In Higher education system of India, there is extensive involvement of ICT in colleges and universities. To encourage the ICT based teaching and learning methodologies in Indian universities, government had taken many rigorous steps on time. The vision of Indian Prime minister is to empower every resident either urban or rural have to access the digital services, knowledge and information through ICT. Therefore, researcher felt to investigate the ICT knowledge among students, teachers and research scholars those are studying in Indian universities. Many of universities either government or private are supporting the utilization of various ICT based teaching and learning practice. This study describes the ICT knowledge between students and faculty in relation to their occupation.
The authors presented a gender prediction model of student based on answers provided into survey ... more The authors presented a gender prediction model of student based on answers provided into survey during academic year 2011 in Europe. This experimental study is performed in R-language by applying logistic regression on the large data-set available on the website of European Commission. More than 2500 schools, 27 countries, and more than 45000 students have participated in the survey held in 2011 and survey was conducted by European Commission on primary schools whose were studying at ISCED level 3 (upper secondary level of education). The dichotomous variable is gender and 6 predictors belong to attitude towards computer learning. The best cut-off and accuracy of the presented model is measured 0.499 and 0.628 respectively at 0.5 thresholds using Receiver Operating Characteristics (ROC) and Area under the curve (AUC) which signifies the model to predict more females with correctly as compared to males
The incidence of cardiovascular diseases and cardiovascular burden (the number of deaths) are con... more The incidence of cardiovascular diseases and cardiovascular burden (the number of deaths) are continuously rising worldwide. Heart disease leads to heart failure (HF) in affected patients. Therefore any additional aid to current medical support systems is crucial for the clinician to forecast the survival status for these patients. The collaborative use of machine learning and IoT devices has become very important in today’s intelligent healthcare systems. This paper presents a Public Key Infrastructure (PKI) secured IoT enabled framework entitled Cardiac Diagnostic Feature and Demographic Identification (CDF-DI) systems with significant Models that recognize several Cardiac disease features related to HF. To achieve this goal, we used statistical and machine learning techniques to analyze the Cardiac secondary dataset. The Elevated Serum Creatinine (SC) levels and Serum Sodium (SS) could cause renal problems and are well established in HF patients. The Mann Whitney U test found tha...
Popular Low Extra Delay Background Transport (LEDBAT) is recently standardized by IETF. It is del... more Popular Low Extra Delay Background Transport (LEDBAT) is recently standardized by IETF. It is delay based congestion control protocol also known as scavenger providing less than best effort service. LEDBAT applications are P2P file sharing, PICASA background picture upload and background updates etc. LEDBAT most inspiring feature is it limit the queuing delay around predefined target T which may be set to 100ms as result its flow lower their impact on best effort flow like VOIP, interactive application or TCP. The key parameters of LEDBAT are target (maximum queuing time that LEDBAT allowed), Gain (impact of delay variation),minimum one way delay (OWD) and current delay. On each acknowledgement congestion window (cwnd) is update according given proportional integral derivative.
International Journal of Managment, IT and Engineering, 2012
Electronic culture (e-culture) and the applications of Information and Communication Technology (... more Electronic culture (e-culture) and the applications of Information and Communication Technology (ICT) are continuously increasingly in every sphere of human life. It play much bigger role in industry and service sector as compare agriculture sector, to transfer information and knowledge rapidly over large distances through communications networks efficiently and cost-effectively. As agricultural sector is multifaceted in nature and require information from different sources and disciplines of agricultural technology. There is a high demand for agricultural information at global, national, regional levels for farmers, skilled farm-workers, suppliers, agricultural scientists and technologists, extension officers etc. However, agricultural information/data is currently collected and archived by different stakeholders leading to problems of overlapping and duplications, among others. Hence, there is a current need for an integrated information and communication system for agricultural m...
Developing a website is one of the most challenging processes in computer science and the instant... more Developing a website is one of the most challenging processes in computer science and the instant worldwide audiences of any Web Browser Enabled Application make its quality and reliability crucial factors in its success. But the technical complexities of a website and variances in the browsers, operating systems, and devices make testing and quality control much more difficult and in some ways, more subtle, than "conventional" client/server or non-web application. So which configuration should we test for our website, become a major ongoing challenging effort. Automated testing of websites is an opportunity and a challenge. The aim of this paper is to discuss the parameters that a website should meet before its launching worldwide and suggest some cross browsers automated testing tools which help in website testing on various browsers, operating systems, and devices and meet technical needs for assuring website quality.
2018 IEEE 8th International Advance Computing Conference (IACC), 2018
An experiential study is conducted to solve binary classification problem on big dataset of Europ... more An experiential study is conducted to solve binary classification problem on big dataset of European Survey of Schools: ICT in Education (known as ESSIE) using IBM modeler version 18.1. The survey was conducted by ESSIE at various levels [1]-[3] of schools ISCED (International Standard Classification of Education). To predict the gender of teachers based on their answers, the authors applied 4 supervised machine learning algorithms filtering out of 12 classifiers using auto classifiers on ISCED-1 and ISCED-2 level of schools. Out of total 158 attributes, self-reduction and auto classifier stabilized only 134 attributes for the Bayesian Network (BN) and Random Tree (RT) at level-1 and 134 attributes for logistic regression and 41 attributes for Decision Tree (C5) at level-2. The MissingValue filter of Weka 3.8.1 tool handled well 55641 in ISCED-2 level and 19415 at the ISCED-1 level and normalization is also applied as well. The outcomes of the study reveal that decision tree (C5) classifier outperformed the logistic regression (LR) after feature extraction at ISCED-2 level schools and Random Tree classifier predicted more accurately gender of the teacher as compare to the Bayesian Network at level-1 schools. Further, presented predictive models stabilized 134 attributes with 2926 instances for predict gender of teachers of level-1 schools and 134 attributes with 7542 instances for level-2 schools.
International Journal of Engineering Technology and Sciences, 2016
Information and communication technology (ICT) is major backbone of Indian education system. Now ... more Information and communication technology (ICT) is major backbone of Indian education system. Now days, the higher educational Institutions are using ICT based teaching and learning. Many of researchers, educators and students from the world are adapting sharply ICT in their educational life. Indian students have variety of thoughts towards ICT usage in their education. We have tried to explore the outlook difference among Indian students receiving higher education in Universities. More than five hundred students from six Universities located in Haryana and Punjab have participated in this study. This article is focusing on to find outlook difference among students towards ICT in relation to their locality and level of study. The statistically test like Z-test and T-test proves that educational standard and demography of students did not affect the outlook towards ICT awareness in higher education. This paper will support to investigators over the globe those are conducting their res...
Time is major concern beyond the technology to create dynamic searching about information at this... more Time is major concern beyond the technology to create dynamic searching about information at this competitive world. Today the Internet connects more than two billion people worldwide and India is a rising ICT country in the world. At present in advanced technologically world, Internet is a very useful tool in several domains. Internet is the main item for launching new cultures among societies because of effecting education and it is growing swiftly both in education and trade. In many recent researches, Internet provides us several ways of learning. Internet effects the education cycle of students and educators by providing alternatives learning styles. Internet is an aspect of dynamic student"s life. Many students involve in education sphere are straight depending on Internet. Internet comes to the spot that reveals discovery of data immediately to adapt the changes. With the use of high technologies, students can grasp the awareness of importance about technology and major ...
Today Web is great guide for students to gather detailed information regarding their education an... more Today Web is great guide for students to gather detailed information regarding their education and research. In the searching on the Web works best with mature students, who can better assess the convenience of their search results. Students remain busy in real-time data collection in ways that were once unattainable, with the help of Internet. They can gather updated research data always by researchers at work, thereby using the same techniques and tools, evaluating the similar data and sharing their conclusions either online and offline. Students can carry out research using huge and geographically varied samples. The aim of this paper is to compare the variance, mean values and also to test scatteredness of students' thoughts towards the Internet usage on their locality and gender basis. To test statistically significant difference between scatteredness in students' thoughts towards the Internet usage f-test is applied. The research is conducted with a structured question...
In past few years Internet is widely used in many colleges and universities even in India and abr... more In past few years Internet is widely used in many colleges and universities even in India and abroad. Many of educators have felt that the Internet plays an important role in their academic career. Even though for personal usage they are fully dependent on Internet. They believed that Internet act as instructor for a professional and academic student. In the field of innovations or research, many of scientists over the globe are used to gather required information from Internet regarding to achievement of his/her own objectives. They can collect latest sample or information from Internet, thereby using the same procedures and tools, calculate the same data and distribute their results over the globe. In this paper researcher is tried to measure the opinion of educators regarding Internet access in their academic or personal life. The main target of this study is to evaluate educators' Opinions regarding Internet in relation to their academic, social and personal. To examine thei...
In modern era web technology is changing sharply every day and the Internet has turn into a lifes... more In modern era web technology is changing sharply every day and the Internet has turn into a lifestyle for people all over the globe. As new behaviors are obtained, it is apparent that the standard of living in societies is in a developing phase. Even though Internet is became life style in our social life so it is major concern that induce positive opinion about it. India is a rising ICT country in the world. The rate of internet use is increasing day by day. The increasing technological development increases the uses of internet in every field. The extensive use of Internet implies the thought that it can also be more broadly used for educational purpose. Internet use for education and research is very important. It is now in follow to teach college to university to get more out of it. In this research, the focus is given on to investigate attitude towards Internet of college and university going students. The analysis is done on two dependent variables like level of study and stre...
Information and Communication Technology (ICT) has affected every facet of student, faculty and r... more Information and Communication Technology (ICT) has affected every facet of student, faculty and researcher’s life. In Higher education system of India, there is extensive involvement of ICT in colleges and universities. To encourage the ICT based teaching and learning methodologies in Indian universities, government had taken many rigorous steps on time. The vision of Indian Prime minister is to empower every resident either urban or rural have to access the digital services, knowledge and information through ICT. Therefore, researcher felt to investigate the ICT knowledge among students, teachers and research scholars those are studying in Indian universities. Many of universities either government or private are supporting the utilization of various ICT based teaching and learning practice. This study describes the ICT knowledge between students and faculty in relation to their occupation.
The authors presented a gender prediction model of student based on answers provided into survey ... more The authors presented a gender prediction model of student based on answers provided into survey during academic year 2011 in Europe. This experimental study is performed in R-language by applying logistic regression on the large data-set available on the website of European Commission. More than 2500 schools, 27 countries, and more than 45000 students have participated in the survey held in 2011 and survey was conducted by European Commission on primary schools whose were studying at ISCED level 3 (upper secondary level of education). The dichotomous variable is gender and 6 predictors belong to attitude towards computer learning. The best cut-off and accuracy of the presented model is measured 0.499 and 0.628 respectively at 0.5 thresholds using Receiver Operating Characteristics (ROC) and Area under the curve (AUC) which signifies the model to predict more females with correctly as compared to males
The incidence of cardiovascular diseases and cardiovascular burden (the number of deaths) are con... more The incidence of cardiovascular diseases and cardiovascular burden (the number of deaths) are continuously rising worldwide. Heart disease leads to heart failure (HF) in affected patients. Therefore any additional aid to current medical support systems is crucial for the clinician to forecast the survival status for these patients. The collaborative use of machine learning and IoT devices has become very important in today’s intelligent healthcare systems. This paper presents a Public Key Infrastructure (PKI) secured IoT enabled framework entitled Cardiac Diagnostic Feature and Demographic Identification (CDF-DI) systems with significant Models that recognize several Cardiac disease features related to HF. To achieve this goal, we used statistical and machine learning techniques to analyze the Cardiac secondary dataset. The Elevated Serum Creatinine (SC) levels and Serum Sodium (SS) could cause renal problems and are well established in HF patients. The Mann Whitney U test found tha...
Popular Low Extra Delay Background Transport (LEDBAT) is recently standardized by IETF. It is del... more Popular Low Extra Delay Background Transport (LEDBAT) is recently standardized by IETF. It is delay based congestion control protocol also known as scavenger providing less than best effort service. LEDBAT applications are P2P file sharing, PICASA background picture upload and background updates etc. LEDBAT most inspiring feature is it limit the queuing delay around predefined target T which may be set to 100ms as result its flow lower their impact on best effort flow like VOIP, interactive application or TCP. The key parameters of LEDBAT are target (maximum queuing time that LEDBAT allowed), Gain (impact of delay variation),minimum one way delay (OWD) and current delay. On each acknowledgement congestion window (cwnd) is update according given proportional integral derivative.
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