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Develop a comprehensive framework for assessing the knowledge organization systems (KOSs), including the taxonomy of Wikipedia and the ontologies of Wikidata, with a specific focus on enhancing management and retrieval with a gender nonbinary perspective.

This study employs heuristic and inspection methods to assess Wikipedia’s KOS, ensuring compliance with international standards. It evaluates the efficiency of retrieving non-masculine gender-related articles using the Catalan Wikipedian category scheme, identifying limitations. Additionally, a novel assessment of Wikidata ontologies examines their structure and coverage of gender-related properties, comparing them to Wikipedia’s taxonomy for advantages and enhancements.

This study evaluates Wikipedia’s taxonomy and Wikidata’s ontologies, establishing evaluation criteria for gender-based categorization and exploring their structural effectiveness. The evaluation process suggests that Wikidata ontologies may offer a viable solution to address Wikipedia’s categorization challenges.

The assessment of Wikipedia categories (taxonomy) based on KOS standards leads to the conclusion that there is ample room for improvement, not only in matters concerning gender identity but also in the overall KOS to enhance search and retrieval for users. These findings bear relevance for the design of tools to support information retrieval on knowledge-rich websites, as they assist users in exploring topics and concepts.

The purpose of this study is to present a systematic and comprehensive review of personalized, adaptive and semantic e-learning systems.

Preferred reporting items of systematic reviews and meta-analyses guidelines have been used for a thorough insight into associated aspects of e-learning that complement the e-learning pedagogies and processes. The aspects of e-learning systems have been reviewed comprehensively such as personalization and adaptivity, e-learning and semantics, learner profiling and learner categorization, which are handy in intelligent content recommendations for learners.

The adoption of semantic Web based technologies would complement the learner’s performance in terms of learning outcomes.

The evaluation of the proposed framework depends upon the yearly batch of learners and recording is a cumbersome/tedious process.

E-Learning systems may have diverse and positive impact on society including democratized learning and inclusivity regardless of socio-economic or geographic status.

A preliminary framework of an ontology-based e-learning system has been proposed at a modular level of granularity for implementation, along with evaluation metrics followed by a future roadmap.

As Ratnam makes clear, a cultural–historical perspective on teacher/faculty excessive entitlement is indispensable if we are to use this concept to work with, rather than undermine, education practitioners. In this chapter, a networked relational model of activity is proposed as a tool for understanding excessive entitlement from a cultural–historical activity theory (CHAT) perspective, so that the transformative potential of both entitlement and the modeling of it may be harnessed. The networked relational model, which represents CHAT activity systems as a hand-draw or painted network of relationships between actors and artifacts, allows its creators, in their capacity as researchers or academics, to use it as an imaginative artifact in the Wartofskian sense. That is, by representing activity systems of academic performance as networks of interacting entities, the emergence of excessive entitlement can be traced to, and perhaps mitigated through the relationships that they represent. In this regard, the why, what, and how artifacts proposed by Engeström are taken up as useful means for enhancing the functioning of the networked relational model not just as a tool for analyses of entitlement but also a means for envisioning alternative countercultures into being.

In this chapter, we examine the negative impact of excessive teacher entitlement on school life. We argue that teacher entitlement goes beyond individual traits, intricately linked to sociocultural processes and power dynamics within and outside educational institutions. The focus is on theoretical foundations to understand pedagogical practices in science education, highlighting two key components contributing to excessive teacher entitlement. First, we discuss the relationship between teachers and scientific knowledge, emphasising that a narrow view of science may create a strong hierarchical dynamic in classrooms, with teachers positioned as knowledgeable authorities and neglecting students' needs. Second, the organisation of interaction between teachers and students is explored, emphasising how teachers perceive and wield authority. We recognise the limitations of common critiques of authority in science education, as they may lead to excessive indulgence or indifference. We propose a teaching framework based on cultural-historical activity theory to address or prevent excessive teacher entitlement in science classrooms. While acknowledging the phenomenon's complexity, the framework is presented as a pedagogical reorientation addressing identified underpinnings. The study concludes by suggesting that the proposed framework, grounded in science education experiences, could serve as a foundation for understanding and addressing excessive teacher entitlement across various academic fields. We suggest that the authoritative teacher style aims to balance extremes, providing an alternative to authoritarianism while avoiding carelessness. Additionally, the scientific-cultural inquiry promotes a pluralist approach to knowledge, challenging the notion of absolute truth in science education.

Environmental philosophies have guided cultures throughout history and continue to do so. This paper uses a framework of environmental philosophies drawn from history and the present, to analyse contemporary corporate environmental reporting. The purpose of this paper is to interrogate the philosophical underpinnings of corporate reporting allows for a nuanced understanding of the relationship between corporate activities and nature, and in so doing demonstrates the moral practices of accounting for nature.

Three themes are extracted from a historical review of western environmental philosophy: dualism, transcendence and interconnectivity. These themes are applied to a sample of corporate environmental reports through discourse analysis, enabling the illustration of otherwise obscured moral characteristics of the corporate relationship with the natural environment.

This paper uses environmental philosophies to better understand some of the implicit messaging of corporate environmental reporting. Evidence of each of the three themes is found in a sample of environmental reports, predominantly dualism and interconnectivity.

Understanding that accounting is not just a technical, but also a social and moral practice expands the way the authors can interpret the outcomes of accounting. By presenting an exemplar of how accounting practice such as the corporate sustainability report can be analysed through a moral lens, this paper offers new insights intentioned to inform a more meaningful approach to environmental reporting.

A novel framework to explore the corporate sector’s relationship with the natural environment is presented. In light of current and predicted environmental changes, much of which has been attributed to the impact of corporate activities, the importance of a detailed explication of this relationship – such as the one proposed here – becomes imperative.

In this chapter, practice-theoretical perspectives on the production of gender and childhood are extended by the theory of new materialism. A practice-theoretical view of masculinity(ies) radicalises the concept of doing gender and thereby makes it possible to show that gender is always co-produced as part of other complexes of praxes. Thus, the connection between masculinity(ies) and youth cultural praxes can be discussed. The chapter first elaborates theoretically the connections between masculinity and childhood research. We will explore how these theoretical and methodological thoughts might be used in empirical research on masculinity(ies) and boyhood by referring to our own study on children and young people riding stunt scooters in a medium-sized city in north-west Germany.

This paper draws on African anti-colonial thought and Black consciousness to propose critical conscious leadership (CCL) as a decolonising leadership approach appropriate for pursuing emancipation, social justice and innovation in a new African university.

I utilised the method of critical discourse analysis to study Ihron Rensburg’s language as he reflected on his leadership at the University of Johannesburg (UJ). The study engaged with Rensburg’s writings and texts on his account of leading the merger and transformation of UJ. The primary text draws from his book “Serving Higher Purposes” (2020).

Through the construction of CCL, the paper proposes alternative tenets for leading transformation towards a new African university. CCL grounds a decolonised and pluriversal new African university’s character premised on a consciously revitalised alternative thinking that will carry the communitarian spirit of Africa in knowledge production, dissemination and consumption in humanising all and serving the greater good. And it operates within the dialectical tensions of the social and economic purpose of higher education (HE), African and global relevance, African and Western paradigms, excellent performance and attainment of social justice.

The proposed CCL offers an alternative leadership approach that responds to the call to “Dethrone the Empire” by centring Blackness in HE leadership, which is crucial for authentic transformation and decolonisation.

This paper critically evaluates potential barriers to employment opportunities for ethnic minority (EM) individuals in Scottish Local Authorities – both in terms of access to job and development opportunities. It provides a fundamental discussion of concepts around race and ethnicity, and the levels of social injustice, with an explicit focus on institutional racialisation, discrimination and segregation. The paper explores organisational approaches towards recruitment, including positive action and workforce development.

This paper adopts a subjectivist (ontology) and interpretivist (epistemology) stance, based on a small-scale, in-depth investigation. The data have been gathered through semi-structured interviews with equality diversity and inclusion (EDI) officers in four Scottish Local Authorities, utilising thematic analysis.

The finding suggests that participating local authorities have a long way to go to ensure the elimination of barriers to employment for EM people. This is largely based on concerns around limitations in the application of positive action and elimination of disadvantages in recruitment and access to career and development opportunities?

The paper aims to contribute by exploring the availability of employment opportunities for EMs through the eyes of EDI Officers in four local authorities. Their thorough understanding, over- and insight into potential equality issues from an employment perspective are invaluable, focussing on more tangible organisational issues and approaches.

The purpose of this article is to posit an alternative learning design approach to the technology-led magnification and multiplication of learning and to the linearity of curricular design approaches such as a constructive alignment. Learning design ecosystem thinking creates complex and interactive networks of activity that engage the widest span of the community in addressing critical pedagogical challenges. They identify the pinch-points where negative engagements become structured into the student experience and design pathways for students to navigate their way through the uncertainty and transitions of higher education at-scale.

It is a conceptual paper drawing on a deep and critical engagement of literature, a reflexive approach to the dominant paradigms and informed by practice.

Learning design ecosystems create spaces within at-scale education for deep learning to occur. They are not easy to design or maintain. They are epistemically and pedagogically complex, especially when deployed within the structures of an institution. As Gough (2013) argues, complexity reduction should not be the sole purpose of designing an educational experience and the transitional journey into and through complexity that students studying in these ecosystems take can engender them with resonant, deeply human and transdisciplinary graduate capabilities that will shape their career journey.

The paper is theoretical in nature (although underpinned by rigorous evaluation of practice). There are limitations in scope in part defined by the amorphous definitions of scale. It is also limited to the contexts of higher education although it is not bound to them.

This paper challenges the dialectic that argues for a complexity reduction in higher education and posits the benefits of complexity, connection and transition in the design and delivery of education at-scale.