Extracting and formally representing the knowledge embedded in textbooks, such as the concepts explained and the relations between them, can support the provision of advanced knowledge-based services for learning environments and digital libraries. In this paper, we consider a specific type of relation in textbooks referred to as…

With the increased popularity of electronic textbooks, there is a growing interest in developing a new generation of "intelligent textbooks," which have the ability to guide readers according to their learning goals and current knowledge. Intelligent textbooks extend regular textbooks by integrating machine-manipulable knowledge, and the…

This article examines the involvement of family, community, and school in citizenship education in China, particularly in terms of the tension between traditional cultural values and today's modernisation. The analysis was based on written materials acquired through a systematic search of English and Chinese scholarly literature on the subject and…

Numerous approaches have been introduced to automate the process of text summarization, but only few can be easily adapted to multiple languages. This paper introduces a multilingual text processing pipeline integrated in the open-source "ReaderBench" framework, which can be retrofit to cover more than 50 languages. While considering the…

It is recommended that teacher-scholars of data science adopt reproducible workflows in their research as scholars and teach reproducible workflows to their students. In this article, we propose a third dimension to reproducibility practices and recommend that regardless of whether they teach reproducibility in their courses or not, data science…

Background: One time-consuming aspect of conducting systematic reviews is the task of sifting through abstracts to identify relevant studies. One promising approach for reducing this burden uses text mining technology to identify those abstracts that are potentially most relevant for a project, allowing those abstracts to be screened first.…

This brief report provides an analysis of 114 research articles across 27 issues published in the "Journal of Language, Identity, and Education" (JLIE) between 2015 and 2019 (Volumes 14-18). Analyses include word frequencies across titles, keywords, and abstracts; degree of integration of language, identity, and education in the…

This research seeks to map several significant aspects in moral education bibliography. The mapping of moral education research that covers the country of contributors, collaborating authors, terms used in article titles and abstracts is needed to direct future research. The aim of this article is at classifying and analyzing moral education…

The intellectual origins of information organization (IO) as a field of study are examined by tracing the use of the terms, "information organization", "knowledge organization", "bibliographic control", and their variants, and by surveying the educational texts dealing with the various component activities of IO,…

This paper gives a detailed overview of the archived language documentation materials for the two languages spoken in northern Ambrym, Vanuatu: North Ambrym and Fanbyak. I discuss the speakers and the language situation in northern Ambrym to give readers an introduction to the culture of the area. The archived materials encompass five different…

In an effort to de-silo the Business and Management Education (BME) field, this paper employs text mining and analysis techniques to derive information about the location of the intellectual focus of interest in economic education scholarship. We examine the abstracts of articles published in the leading economic education journal using digital…

Nowadays, organizations attempt to retrieve, collect, preserve and manage knowledge and experience of experts in order to reuse them later and to promote innovation. In this sense, Experience Management is one of the important organizational issues. This article discusses the main ideas of a future Conversational Case-Based Reasoning (CCBR)…

Authors and indexers are increasingly including terms for adverse "drug" effects in the titles, abstracts, or indexing of records in MEDLINE and Embase. However, it is not clear if this is the same for studies with "nondrug" adverse effects data. We therefore assessed the feasibility of using adverse effects terms when…

Objective: Identify the most performant automated text classification method (eg, algorithm) for differentiating empirical studies from nonempirical works in order to facilitate systematic mixed studies reviews. Methods: The algorithms were trained and validated with 8050 database records, which had previously been manually categorized as…

Introduction: The use of averaged topic-level scores can result in the loss of valuable data and can cause misinterpretation of the effectiveness of system performance. This study aims to use the scores of each document to evaluate document retrieval systems in a pairwise system evaluation. Method: The chosen evaluation metrics are document-level…