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Zareen Alamgir; Habiba Akram; Saira Karim; Aamir Wali – Informatics in Education, 2024
Educational data mining is widely deployed to extract valuable information and patterns from academic data. This research explores new features that can help predict the future performance of undergraduate students and identify at-risk students early on. It answers some crucial and intuitive questions that are not addressed by previous studies.…
Descriptors: Data Analysis, Information Retrieval, Content Analysis, Information Technology
Ertl, Hubert; Zierer, Klaus; Phillips, David; Tippelt, Rudolf – Research in Comparative and International Education, 2013
This article outlines some of the findings of a project funded by the German Research Association which conducted an analysis of six leading journals of education in Germany and England. All articles published in these journals between 2001 and 2009 were analysed according to thematic foci, methodological approaches and characteristics of authors.…
Descriptors: Foreign Countries, Scholarship, Faculty Publishing, Academic Discourse
Lang, Susan; Baehr, Craig – College Composition and Communication, 2012
This article provides an overview of the ways in which data and text mining have potential as research methodologies in composition studies. It introduces data mining in the context of the field of composition studies and discusses ways in which this methodology can complement and extend our existing research practices by blending the best of what…
Descriptors: Writing (Composition), Content Analysis, Information Technology, Data Analysis
Jarman, Jay – ProQuest LLC, 2011
This dissertation focuses on developing and evaluating hybrid approaches for analyzing free-form text in the medical domain. This research draws on natural language processing (NLP) techniques that are used to parse and extract concepts based on a controlled vocabulary. Once important concepts are extracted, additional machine learning algorithms,…
Descriptors: Natural Language Processing, Classification, Expertise, Information Technology
Oplatka, Izhar – Journal of Educational Administration, 2012
Purpose: The purpose of this paper is to identify the legacies of the "Journal of Educational Administration" ("JEA") since its foundation in 1963 to the present (2011) and to illuminate the main contributions of the Journal to the academic field of educational administration (EA) worldwide. Design/methodology/approach: The…
Descriptors: Foreign Countries, Educational Administration, Scholarship, Faculty Publishing
Wong, Andrew D.; Wu, Lan – Marketing Education Review, 2012
Despite an increasing demand for marketing researchers familiar with ethnographic methods, ethnographic consumer research has received little coverage in current marketing curricula. The innovation discussed in the present paper addresses this problem: it introduces the notion of "cultural relativism" and gives students hands-on experience in…
Descriptors: Marketing, Ethnography, Cultural Pluralism, Curriculum Development
Michalski, Greg V. – Association for Institutional Research (NJ1), 2011
Excessive college course withdrawals are costly to the student and the institution in terms of time to degree completion, available classroom space, and other resources. Although generally well quantified, detailed analysis of the reasons given by students for course withdrawal is less common. To address this, a text mining analysis was performed…
Descriptors: College Instruction, Courses, Withdrawal (Education), College Students
Baker, Ryan S. J. d., Ed.; Merceron, Agathe, Ed.; Pavlik, Philip I., Jr., Ed. – International Working Group on Educational Data Mining, 2010
The Third International Conference on Data Mining (EDM 2010) was held in Pittsburgh, PA, USA. It follows the second conference at the University of Cordoba, Spain, on July 1-3, 2009 and the first edition of the conference held in Montreal in 2008, and a series of workshops within the AAAI, AIED, EC-TEL, ICALT, ITS, and UM conferences. EDM 2011…
Descriptors: Information Retrieval, Pattern Recognition, Interdisciplinary Approach, Computer Science
Hayden, Robert W. – Journal of Statistics Education, 2005
The data illustrate outliers that are not mistakes and not observations that are unusually high or low. The reasons for them are all interesting historically. They illustrate that "outliers" need not be errors but may instead be particularly interesting cases. The data also illustrate that different data displays may differ in their ability to…
Descriptors: Data, Statistical Distributions, Computation, Pattern Recognition
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers