role of data mining in education sector

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  “Role of Data Mining in Education Sector” - Studocu

  The cornerstone of establishing data mining in the education sector is understanding data mining vocabulary, tasks, methodologies, and applications. Therefore, there is a need to study the role of data mining in education sector Many of us …

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  Using cluster analysis for data mining in educational …

  2012221 · Cluster analysis in educational data mining offers the benefit of using the click-stream data that is collected automatically, without human intervention, by web servers and recorded in web activity logs.

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  Data mining and education - Koedinger - 2015 - WIREs …

  2015429 · An emerging field of educational data mining (EDM) is building on and contributing to a wide variety of disciplines through analysis of data coming from various educational technologies. EDM researchers are addressing questions of cognition, metacognition, motivation, affect, language, social discourse, etc. using data from …

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  Educational big data: extracting meaning from data for smart education

  202043 · Data are a valuable resource in education, with a panoply of applications across all educational levels, subjects and stakeholders. When data becomes overwhelming in terms of volume and complexity, innovative techniques are required to extract meaning and transform this data into valuable information.

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  Data Mining in Education Sector: A Review - ResearchGate

  2023920 · Baker (2010) identified four areas of application of data mining in education: improve students’ model, discovering models of the knowledge structure, studying the pedagogical support provided ...

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  Applications of Educational Data Mining and Learning …

  2018724 · Researchers have started paying attention to the application of data mining and data analytics to handle big data generated in the educational sector. In the context of education, these techniques are specifically referred to as educational data mining (EDM) and learning analytics (LA).

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  A bibliometric analysis of Educational Data Mining studies in …

  202392 · Educational Data Mining (EDM) is an interdisciplinary field that encapsulates different fields such as computer science, education, and statistics. It is crucial to make data mining in education to shape future trends in education for policymakers, researchers, and educators in terms of developments. To have an all-inclusive understanding of EDM …

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  Applications of Data Mining - GeeksforGeeks

  202174 · Applications of Data Mining. Data is a set of discrete objective facts about an event or a process that have little use by themselves unless converted into information. We have been collecting numerous data, from simple numerical measurements and text documents to more complex information such as spatial data, multimedia channels, and …

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  8 Applications of Data Mining in Retail | Analytics Steps

  Here are a few instances of how the retail sector has successfully applied data mining: Applications of Data Mining in Retail. Customer Relationship Management. CRM focuses on attracting and keeping consumers, enhancing customer loyalty, gathering customer intelligence, and putting customer-centered initiatives into practice.

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  The Role of Big Data Mining in Healthcare Applications

  As technology is growing every day, the need for the technology is also becoming essential in every field. The amount of data generated by the healthcare industry is becoming tough to manage and to examine it in efficient manner for future use. In the healthcare field, massive amount of data is generated, from individual patient's information to health history, clinical …

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