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CLASSIFICATION OF DATA MINING TECHNIQUES FOR PREDICTION OF STUDENTS EDUCATIONAL PERFORMANCE

Pandya Vishal Kishorchandra, Pandya Rajnikant A
2021 Zenodo  
This paper recommends the Comparison of Predictive Model for Student's Educational Performance Applying Data Mining techniques. Various methods are used in data mining methods  ...  In education, the projection of student educational achievement has received a lot of attention.  ...  ., (2019) [3] described a forecasting study of pupils' academic performance in public schools in the Federal District of Brazil during the 2015 and 2016 school years.  ... 
doi:10.5281/zenodo.6521715 fatcat:goxifp23yzf5jevglayiyb52ba

Identification of Trainees Enrollment Behavior and Course Selection Variables in Technical and Vocational Education Training (TVET) Program Using Education Data Mining

Rana Hammad Hassan, School of Systems and Technology, University of Management and Technology, Lahore – Pakistan, Shahid Mahmood Awan
2019 International Journal of Modern Education and Computer Science  
Data science is Knowledge Discovery in Databases (KDD) and Data Mining (DM) is its sub-topic. KDD is a process of finding knowledge in data emphasizing high level data mining methods [10] .  ...  Data mining in education is known as Education Data Mining (EDM). EDM deals with the application of data mining tools, methods and techniques on the data related to education [9] .  ... 
doi:10.5815/ijmecs.2019.10.02 fatcat:kfz3wxqdvzeiziavrhdf3x4y5y

Education and Big Data [chapter]

Maggi Savin-Baden
2017 Encyclopedia of Educational Philosophy and Theory  
At its most foundational level, it argues that individuals do not buy, exchange, or even produce goods; rather, service (through the performance of deeds, processes, and performances for others) is the  ...  Acknowledgements This research arises from the project A Service-Dominant Logic for Education Over the last decade, a new, and significant, paradigm of/for business has emergeda Service-Dominant Logic  ...  However, learning analytics is in fact rooted in a longer tradition such as educational data mining and academic analysis.  ... 
doi:10.1007/978-981-287-588-4_128 fatcat:mwvnoe4hazcm5amh55hse4zose

Mining Conflicts and Corporate Social Responsibility in Kenya's Nascent Mining Industry: A Call for Legislation [chapter]

Willice O. Abuya
2018 Social Responsibility  
Much of the debate in Africa with regard to mining has been on the question on whether or not mining is good for development.  ...  Many view the few programs rolled out under this program as having done little in meeting the needs of the affected mining communities.  ...  On tertiary education, the Foundation provides six scholarships for tertiary/university education for students from the entire wider Kajiado District.  ... 
doi:10.5772/intechopen.77373 fatcat:d6fjsp5b2zg5znl2yrzywgjxfy

Classification and Prediction of Student Academic Performance using Gray Wolf Optimization Based Relief-F Budget Random Forest

2019 International journal of recent technology and engineering  
Efficient prediction model helps to encourage the student for better performance in the academic.  ...  The student academic prediction model helps to predict the student performance that helps the university to provide necessary care to the particular students.  ...  [14] developed prediction method and applied in the public school of the Federal District of Brazil.  ... 
doi:10.35940/ijrte.c5534.098319 fatcat:c65ey4f4cbdznl4lsa6rbfdika

Decentralization and School Improvement: Can We Fulfill the Promise?

Betty Malen, Jane Hannaway, Martin Carnoy
1994 Educational Evaluation and Policy Analysis  
As noted earlier, the students in District A are advantaged, for the most part, and student performance in the district is high; a large proportion of the student in District B are "at risk."  ...  The community places a high value on education, and teachers consider the district an attractive place to work. The district is a high performer, as measured by student achievement tests.  ... 
doi:10.2307/1164387 fatcat:p4wjdtw425dzvhqgabeijoni2i

"It just doesn't add up": Disrupting official arguments for urban school closures with counterframes

Esa Syeed
2019 Education Policy Analysis Archives  
Mass school closures have become commonplace in urban school districts.  ...  Using a critical frame analysis of qualitative data from the 2013 school closure process in Washington, DC, I discuss another grassroots approach to disrupting school closures: counterframes.  ...  In some cases, decision-makers also cite poor academic performance data as a reason for closure (Engberg et al., 2012) .  ... 
doi:10.14507/epaa.27.4240 fatcat:djodjxcmcjgi5nkmrsiwtwic2m

The Impact of State-Wide Exit Exams in Germany: A Descriptive Case Study

Isabell Van Ackeren, Rainer Block, Esther Dominique Klein, Svenja Mareike Kühn
2012 Education Policy Analysis Archives  
This study analyzes the possible intended and unintended impact of statewide exit exams as a governance tool used by education authorities.  ...  In particular, these influences show in the fact that teachers whose students have to take a statewide exit exam are less responsive to students' interests regarding the choice of topics in the classroom  ...  In the US, the Center on Education Policy regularly collects and reports data on state policies that require students to pass a state assessment in order to receive a high school diploma (Center on Education  ... 
doi:10.14507/epaa.v20n8.2012 fatcat:kp4g36szwzhmhc7sndueyxzuwu

SEG Newsletter 116 (January)

2019 SEG Discovery  
This file includes the entire issue in PDF format. The HTML versions of the peer-reviewed articles must be viewed and/or purchased separately.  ...  Founded in 1966, the purpose of the Society of Economic Geologists Foundation is to "fund education, research, publications, student support, public outreach and other geoscientific programs endorsed by  ...  -Student Affairs Committee report recommending formation of the following chapters: Univer- site Toulouse III Paul Sabatier (France), Universidade Federal de Ouro Preto (Brazil), Univer- sidade Federal  ... 
doi:10.5382/segnews.2019-116 fatcat:td5dtgryyzdxxe7ohwdlnmlb2i

The Political Economy of the Resource Curse: A Development Perspective

Antonio Savoia, Kunal Sen
2021 Annual Review of Resource Economics  
Countries with similar levels of resource rents can end up with significantly different achievements in terms of income inequality, poverty, education, and health.  ...  Expected final online publication date for the Annual Review of Resource Economics, Volume 13 is October 2021. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.  ...  ACKNOWLEDGMENTS We would like to thank Abrams Mbu Enow Tagem for helping us organize the data and produce the figures.  ... 
doi:10.1146/annurev-resource-100820-092612 fatcat:max2lcdglnhjnarjgazzu5o24i

The Teaching of Arithmetic in the Teacher Training Course and the Constitution of an Expert in the Systematization of this Knowledge in Times of the New School (1950-1970)

Denise Medina França, Edilene Simões Costa dos Santos
2019 Acta Scientiae  
The text is guided by the questions: how was its convocation by the State to solve a practical problem concerning the formation of teachers in times of the New School?  ...  This text seeks to highlight the processes of production, systematisation and objectivation of mathematical knowledge practised by the teacher Rizza de Araújo Porto in her trajectory, seeking to identify  ...  Her books can also be found as a reference in the elaboration or reorganization of some curricula of Brazilian primary education, as is the case of the mathematics curriculum of 1981 of the Federal District  ... 
doi:10.17648/acta.scientiae.v21isseid5219 fatcat:m27iqhkuobfm7o637qmsfyi5fi

Singapore: Rapid Improvement Followed by Strong Performance [chapter]

2011 Lessons from PISA for the United States  
This work is published on the responsibility of the Secretary-General of the OECD.  ...  The opinions expressed and arguments employed herein do not necessarily reflect the official views of the Organisation or of the governments of its member countries.  ...  PiSa shows that school principals' perceptions of parents' constant pressure to adopt high academic standards and to raise student achievement tend to be positively related to higher school performance  ... 
doi:10.1787/9789264096660-8-en fatcat:ljdogh7ev5h3hmgvhgwj3cfymm

A Machine Learning-based Recommender System for Improving Students Learning Experiences

Nacim Yanes, Ayman Mohamed Mostafa, Mohamed Ezz, Saleh N. Almuayqil
2020 IEEE Access  
Indeed, the authors employed two datasets obtained from a repository of the State Department of Education of the Federal District of Brazil.  ...  score, results in some subjects in the freshman year including mathematics and electronics, student's gender, type of High school whether it is private or public.  ...  Zhang His areas of interest include health informatics, knowledge discovery, knowledge management, digital transformation, and data science.  ... 
doi:10.1109/access.2020.3036336 fatcat:pdga6oa4yjf6thnazuxcxapxcy

Ontario [chapter]

2012 Lessons from PISA for Japan  
The academic standards set by its Primary School Leaving Examination and O and A-levels are as high as anywhere in the world. Rigour is the watchword.  ...  PISA shows that school principals' perceptions of parents' pressure to adopt high academic standards and raise student achievement tend to be positively related to higher school performance in 19 OECD  ...  the performance variation shown in Volume I, particularly the extent to which the overall variation in student performance relates to differences in results achieved by different schools.  ... 
doi:10.1787/9789264118539-7-en fatcat:6tbe7gfl75ftjpfhspnewkeypu

SEG Newsletter 118 (July)

2019 SEG Discovery  
This file includes the entire issue in PDF format. The HTML versions of the peer-reviewed articles must be viewed and/or purchased separately.  ...  Acknowledgments The librarians of the Institution of Materials, Minerals and Mining, the Geological Society of London, and the Society of Antiquaries in London are thanked for their help in locating references  ...  Acknowledgments The authors thank Julian Poniewierski, John Ashton, Tim Arnold, and Chris Although the discovery of mineral deposits that can underpin profitable mining operations is the goal of many SEG  ... 
doi:10.5382/segnews.2019-118 fatcat:7qp6adytyvdt3b4wsereqdeir4
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