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Student performance modelling is one of the challenging and popular research topics in educational data mining (EDM). Multiple factors influence the performance in non-linear ways; thus making this field more attractive to the researchers. The widespread availability of educational datasets further catalyse this interestingness, especially in online learning.
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Automatic analysis of increasingly growing literature repositories including data integration to other databases is a powerful tool to propose hypothesis that can be used to plan experiments to validate or disprove the hypothesis. Furthermore, it provides means to evaluate the redundancy of research . Review and Literature Mining on ...
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The review protocol defines the activities required to carry out the literature review. A review protocol helps reduce researcher bias and defines the source selection and searching processes, quality criteria and information synthesis strategies. This subsection presents the details of our review protocol.
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Oates, T.E. and Spiteri, W. 2021 Stemming and best practice in the mining industry: A literature review. Journal of the Southern African Institute of Mining and Metallurgy, vol. 121, no. 8, pp. 415-426 DOI ID: 9717/1606/2021 ORCID: T. Oates https://orcid/0000-0001- 9037-0627
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CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): The field of data mining is concerned with learning from data or rather turning data into information. It is a creative process requiring a unique combination of tools for each application. However, the commercial world is fast reacting to the growth and potential in this area as a wide range of tools are marketed ...
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Tìm kiếm các công việc liên quan đến A literature review of data mining techniques used in healthcare databases hoặc thuê người trên thị trường việc làm freelance lớn nhất thế giới với hơn 21 triệu công việc. Miễn phí khi đăng ký và chào giá cho công việc.
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Bonfring International Journal of Data Mining, Vol. 6, No. 1, January 2016 4 Literature Review on Web Mining Bibu Skaria, Dr Eldhose T John and P.X. Shajan Abstract--- Web is a platforms for information exchange, schema through database techniques for Web pages [10] . as it is simple and easy to publish documents.
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Literature review - Data mining and Business Intelligence in Manufacturing 1. Lean Manufacturing DOING IT RIGHT, THE FIRST TIME the bi-etl's 2. What it is? • Production philosophy derived mostly from the Toyota Production System (TPS) • 'making obvious what adds value by reducing everything else' • 'reduce waste to improve overall ...
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Savolainen, J. (2016). Real options in metal mining project valuation: Review of literature. Resource Policy, 50, 49- 65. Savovic, S. (2013). Due diligence as a key success factor of mergers and acquisitions. Journal of Actual Problems of Economics. Snow, B. (2011). Merger and acquisition for dummies. Canada. Wiley Publishing Inc. ISBN ...
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CURRENT LITERATURE REVIEW - WEB MINING CURRENT LITERATURE REVIEW - WEB MINING 1K.Dharmarajan-Scholar 2Dr.M.A.Dorairangaswamy 1Research and Development Centre 2Dean, CSE 1Bharathiar University, Coimbatore - 641 046, India 2AVIT, Chennai, India 1dharmak07@gmail 2drdorairs@yahoo. Abstract
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A Review of Text Mining Techniques Associated with Various Application Areas Dr. Shilpa Dang, Peerzada Hamid Ahmad Computer Science 2015 TLDR The basic differences between relative terminologies on the basis of motivation, process and model used and the algorithms used are presented. 15 PDF Text Mining: Techniques and its Application
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Aug 12, 2022A literature review provides an account of what has been published on a topic by accredited scholars and researchers.. An annotated bibliography provides:. A summary of the main arguments or idea; A critique or evaluation of the source's usefulness, reliability, objectivity or bias ; A reflection on how the source fits into your research
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Literature Review on Web Usage Mining. Web mining helps the web designers in discovering the knowledge from the information available in the web. Also it helps the users in getting the fast retrieval of the information they are looking for. Three major areas of web mining are. Web content mining- Trying to get useful information from the text ...
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A Rapid Review of the Literature 19 years in mining processes. Nigeria - The Solid Minerals Sector - Online Nigeria: Nigeria's ... First is the diversity of Nigeria's metallic and nonmetallic minerals. ...
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the Rojas et al review [14] and highly cited process mining literature such as [12]. An exploratory review was performed to verify relevant keywords. Other phrases were also used and tested, such as workflow mining, process analysis and pathway mining, but had no effect on the search results. The final query used in this literature review was:
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CURRENT LITERATURE REVIEW -WEB MINING September 2014 Authors: K Dharmarajan Vels University M A Dorairangaswamy Abstract and Figures This study presents the role of Web mining an explosive growth...
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To construct a disease network based on literature data, it is imperative to have a scalable and efficient literature-mining tool to explore the huge textual resources. Nevertheless, mining of biological and medical literature is a very challenging task [5-7]. This can further be complicated by challenges with the implementation of relevant ...
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For the average biologist, hands-on literature mining currently means a keyword search in PubMed. However, methods for extracting biomedical facts from the scientific literature have improved considerably, and the associated tools will probably soon be used in many laboratories to automatically anno .
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an overview of methods, benefits, and challenges of using LA in higher education. The literature review revealed that LA uses various methods including visual data analysis techniques, social network analysis, semantic, and educational data mining including prediction, clustering, relationship mining, discovery
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LITERATURE REVIEW AND CONCEPTUAL FRAMEWORK 2.0 LITERATURE REVIEW It discusses the understanding and nature of mining in general, and its known causes. It also reviews the benefits and negative effects of illegal mining and conceptual framework of the study. 2.1 Definition of terms and concepts 2.1.1 Illegal gold mining:
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Sexual harassment has been the topic of thousands of research articles in the 20th and 21st centuries. Several review papers have been developed to synthesize the literature about sexual harassment. While traditional literature review studies provide valuable insights, these studies have some limitations including analyzing a limited number of papers, being time-consuming and labor-intensive ...
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Manual exploratory literature reviews should be a thing of the past, as technology and development of machine learning methods have matured. The learning curve for using machine learning methods is rapidly declining, enabling new possibilities for all researchers. A framework is presented on how to use topic modelling on a large collection of papers for an exploratory literature review and how ...
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A literature review was conducted, which identified 21 relevant articles. The article findings showed that multiple models of data mining were used in clinical decision making. Although data mining is efficient and accurate, the models are limited with respect to disease and condition.
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Google Scholar provides a simple way to broadly search for scholarly literature. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions.
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mining techniques to extract knowledge from web data,they may be from the crucialweb content, web structure or from the web usage data. In this paper we are reviewing the features of a ... Literature Review on Web Mining Bibu Skaria, Dr Eldhose T John and P.X. Shajan ...
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Process mining is a broad area of literature that received enormous research interest in the past few years. The objective of this study is to review the literature (and trends) related to process mining and, in particular, to review surveys describing studies that have been conducted in the healthcare domain.
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Objective and specific aims. Here, we introduce "SWIFT-Review" (SWIFT is an acronym for "Sciome Workbench for Interactive computer-Facilitated Text-mining"), a freely available, interactive workbench that provides numerous tools to assist with problem formulation and literature prioritization.
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the literature that address the envi-ronmental impacts of quarrying carbon-ate rocks in karst. In addition, there are reports that describe environmental impacts on karst from mining resources other than carbonate rock. Theories about how extraction of carbonate rock can impact the environment can be extrapolated from some of these reports.
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Gray Literature. Gray Literature is the term for information that falls outside the mainstream of published journal and mongraph literature, not controlled by commercial publishers. includes: hard to find studies, reports, or dissertations. conference abstracts or papers. governmental or private sector research.
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Literature review of data mining applications in academic libraries Abstract . This article provides a comprehensive literature review and classification method for data mining techniques applied to academic libraries. To achieve this, forty-one practical contributions over the period 1998-2014 were identified and reviewed for their direct ...
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Data mining in the healthcare sector is just as important as exploring various areas. The mission of understanding removal in health care records is an exacting task and complex. Mia et al. [7] review the different academic literature based on health care data to find the existing data mining methods and techniques described.
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A literature review is conducted in this paper to identify data mining methods and technologies used in the context of production planning and scheduling. The results consist of a classification of papers according to their research methodology, CPS level implementation and technological optimization techniques.
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The purpose of this study was to conduct a literature review on data mining (DM) technique in the LILACS and SciELO databases and specialized books. A broad data literature search using the words data mining (in English) and/or "mineração de dados" (in Portuguese) and limited to publications between 1999 and 2008, was conducted. The exclusion criteria were the keywords mining industry ...
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We fill this dual shortage by identifying and describing theory-mining reviews, literature reviews that explicitly extract and synthesize the elements of theory from primary studies. Our citation analysis finds that such reviews in information systems have been more highly cited than other kinds of reviews, whether authored by senior or by ...
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Opinion mining and analysis: A literature review. Abstract: Sentiment analysis or opinion mining consist of many different fields like natural language processing, text mining, decision making and linguistics. It is a type of text analysis that classifies the text and makes decision by extracting and analyzing the text.
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MAXQDA. All-in-one literature review software. Easily manage, organize, and analyse articles, PDFs, bibliographic data (RIS files), excerpts, and more. Easily create literature reviews. Offers reference management, qualitative, vocabulary, and text analysis tools. Easy to use and learn thanks to its user-friendly interface.
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This systematic literature review aims to assess the use of community detection techniques in analyzing the network's structure in online learning environments. It provides a comprehensive overview of the existing research that adopted those techniques with identifying the educational objectives behind their application as well as suggesting ...
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To this end, data mining and machine learning algorithms are increasingly being applied to air pollution epidemiology. We conducted a systematic literature review on the application of data mining and machine learning methods in air pollution epidemiology. We carried out our search process in PubMed, the MEDLINE database and Google Scholar.
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Free Online Library: Learning analytics and educational data mining in practice: a systematic literature review of empirical evidence.(Report) by "Educational Technology & Society"; Computers and Internet Adaptive learning (Computer assisted) Data mining Research Educational technology Intelligent tutoring systems Learning strategies
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Process Mining focuses on extracting knowledge from data generated and stored in corporate information systems in order to analyze executed processes. In the healthcare domain, process mining has been used in different case studies, with promising results. Accordingly, we have conducted a literature .
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