Optimization of Skewed Data Using Sampling-Based Preprocessing Approach

Mishra, Sushruta; Mallick, Pradeep Kumar; Jena, Lambodar; Chae, Gyoo‐Soo

doi:10.3389/fpubh.2020.00274

Cited by 88 publications

(12 citation statements)

References 20 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Exercise flow positively affects psychological well-being. The results obtained from this study mirror those of the previous studies [20] [22][23][24][25][26][27][28][29][30][31][32][33][34]. When the level of flow increases through the active participation in sports, As actively participating in sports, various needs can be fulfilled [35].…”

Section: Discussionsupporting

confidence: 86%

Analyzing the effects of body image on college students’ self-esteem, exercise flow, and psychological well-being

Seok¹,

Park²

2021

ilkonline

View full text Add to dashboard Cite

The present study was conducted for the purposes of analyzing how college students' perceived body image, who are engaged in sports activities, influences self-esteem, exercise flow, and psychological well-being and examining their correlations. Furthermore, this study intends to contribute to the sports industry by providing objective evidence of how being engaged in sports activities actually facilitate self-esteem and psychological well-being. A questionnaire survey was created to collect data based on the question items used in the previous studies. A total of 280 questionnaires were distributed to college students who had experience participating in sports activities or are currently participating. Eliminating incomplete questionnaires, 256 questionnaires were analyzed. Frequency analysis, correlation analysis, and regression analysis were carried out. The results are as follows: 1) Perceived body image of college students involved in sports activities positively affects psychological well-being. 2) Perceived body image has a positive effect on self-esteem, 3) Perceived body image positively influences exercise flow, 4) Self-esteem has a positive impact on exercise flow, and 5) Self-esteem shows a positive effect on psychological well-being. To confirm the physical and psychological effects of being engaged in sports activities, more elaborate research models are required to explore and explain deeper relations between the variables of this study.

show abstract

Section: Discussionsupporting

confidence: 86%

Analyzing the effects of body image on college students’ self-esteem, exercise flow, and psychological well-being

Seok¹,

Park²

2021

ilkonline

View full text Add to dashboard Cite

show abstract

“…Supervised learning techniques were the most predominant method throughout the review, with classification and regression analysis offering the most efficient results [141][142][143][144][145]. Among different classification techniques that have been used, the most explored ones are the decision tree and Naïve Bayes.…”

Section: Discussionmentioning

confidence: 99%

Amalgamation of Customer Relationship Management and Data Analytics in Different Business Sectors—A Systematic Literature Review

et al. 2021

View full text Add to dashboard Cite

Customization of products or services is a strategy that the business sector has embraced to build a better relationship with the customers to cater to their individual needs and thus providing them a fulfilling experience. This whole process is known as customer relationship management (CRM). In this context, we extensively surveyed 138 papers published between 1996 and 2021 in the area of analytical CRM. Although this study consisted of papers from different business sectors, a fair share of focus was directed to the telecommunication industry and generalized CRM techniques usages. Different science and engineering-based data repositories were studied to ascertain significant studies published in scientific journals, conferences, and articles. The research works on CRM were considered and separated into IT and non-IT-based techniques to study the methods used in different business sectors. The main target behind implementing CRM is for the better revenue growth of the company. Different IT and non-IT-based techniques are used in the analytical CRM area to achieve this target, and researchers have been actively involved in this domain. The purpose of the research was to show the impact of IT-based techniques in the business world. A detailed future course of research in this area was discussed.

show abstract

“…Science-related learning that takes place in such informal and out-of-school contexts [9] is usually called 'Informal Science Learning (ISL)'. ISL activities encompass a wide variety of activities, such as participating in exhibits and programs provided in science museum visits, science camps and events, extracurricular programming, and science lectures [6,9], healthcare [23][24][25][26][27][28][29][30][31][32][33][34][35][36][37][38][39]. Through ISL education, students learn to think, act and communicate as members of a community to solve a given problem [7].…”

Section: Introductionmentioning

confidence: 99%

A longitudinal study on how informal science learning is applied in generic learning outcomes (GLO)

2021

ilkonline

View full text Add to dashboard Cite

Education in the informal educational environment is very important in terms of be ing able to provide essential knowledge that formal education cannot provide. But the reality is that there is no research on how the study of ISL has been done from the past to the present. Thus, this paper seeks to compare and analyze the recent research trends of paper s relating to ISL published within a specific timeframe. The target research papers for analysi s are based on ISL-related academic dissertations, articles and research reports, which were l ocated via Google and Google Scholar, within the period of 2010 to 2019. Each research pap er was classified into 8 indicators: 'Paper Type', 'ISL Type', 'Research Design', 'Subject of stud y', 'GLO Type' and 'Country', which were then analyzed accordingly and tested for suitability through 'Chi-Square Test'. The study of ISL was led by the United States and the United Kin gdom and there was no significant difference by year. Most of the research samples tended t o converge towards 'Empirical research articles' and 'Position papers', with studies on ISL als o mostly containing information related to advice, recommendation and support. It was found that the researchers were using ISL in order to pursue 'Knowledge and Understanding' and 'Attitudes and Values', of the 5 indicators of the 'GLO'. In contrast, they were found to have the least expectations for 'Skills' and 'Enjoyment, Inspiration and Creativity', suggesting the n eed for future improvement in these areas. Although this paper suffers from limitation with r egards to time period as it focuses on research work published from 2010 to 2019, it attem pts to suggest a direction for program development and research for various educational prac titioners working in 'ISL'. Also, it hopes to provide a good opportunity for institutions using 'ISL' in the field, as well as teachers and future researchers.

show abstract

Optimization of Skewed Data Using Sampling-Based Preprocessing Approach

Cited by 88 publications

References 20 publications

Analyzing the effects of body image on college students’ self-esteem, exercise flow, and psychological well-being

Analyzing the effects of body image on college students’ self-esteem, exercise flow, and psychological well-being

Amalgamation of Customer Relationship Management and Data Analytics in Different Business Sectors—A Systematic Literature Review

A longitudinal study on how informal science learning is applied in generic learning outcomes (GLO)

Contact Info

Product

Resources

About