title: An effective, low-cost measure of semantic relatedness obtained from Wikipedia links

authors: Witten, Ian H.

subjects: computer science

abstract: This paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide structured world knowledge about the terms of interest. Out approach is unique in that it does so using the hyperlink structure of Wikipedia rather than its category hierarchy or textual content. Evaluation with manually defined measures of semantic relatedness reveals this to be an effective compromise between the ease of computation of the former approach and the accuracy of the latter.

text: An effective, low-cost measure of semantic relatedness obtained from Wikipedia links This paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide structured world knowledge about the terms of interest. Out approach is unique in that it does so using the hyperlink structure of Wikipedia rather than its category hierarchy or textual content. Evaluation with manually defined measures of semantic relatedness reveals this to be an effective compromise between the ease of computation of the former approach and the accuracy of the latter.

year: 2008

title: 'Training the next generation of HR practitioners': Reflecting on HRM student experiences of sexual harassment training

authors: Dyer, Suzette L.

abstract: Despite prohibitive legislation and organizational policies and training, high rates of sexual harassment persist in the hospitality industry, a situation that is concerning to organizations and researchers alike. As management educators, we embedded a sexual harassment lecture within the context of a human resource management degree, with the aim of developing the capacity of the future human resource practitioner workforce to address sexual harassment. The reflective journals of these students, collected over a three-year period, reveal that while participants found the session improved their understanding of sexual harassment myths and remedies, many still questioned their ability to act within the context of wider organizational dynamics. Our analysis leads us to conclude that sexual harassment training sessions are a valuable and necessary starting point for developing intolerance. However, if we are truly committed to eradicating sexual harassment, then a much broader and integrated approach is required that includes redressing the limitations of the current legal systems, broadening the scope of education within the wider community and developing intolerant organizational climates.

text: 'Training the next generation of HR practitioners': Reflecting on HRM student experiences of sexual harassment training Despite prohibitive legislation and organizational policies and training, high rates of sexual harassment persist in the hospitality industry, a situation that is concerning to organizations and researchers alike. As management educators, we embedded a sexual harassment lecture within the context of a human resource management degree, with the aim of developing the capacity of the future human resource practitioner workforce to address sexual harassment. The reflective journals of these students, collected over a three-year period, reveal that while participants found the session improved their understanding of sexual harassment myths and remedies, many still questioned their ability to act within the context of wider organizational dynamics. Our analysis leads us to conclude that sexual harassment training sessions are a valuable and necessary starting point for developing intolerance. However, if we are truly committed to eradicating sexual harassment, then a much broader and integrated approach is required that includes redressing the limitations of the current legal systems, broadening the scope of education within the wider community and developing intolerant organizational climates.

year: 2021

title: Te Awa Tupua (Whanganui river claims settlement) Bill – the endless quest for justice

authors: Te Aho, Linda

abstract: Linda Te Aho continues her review of the new legal framework for Te Awa Tupua (the Whanganui River system) as part of the settlement of historical claims by Whanganui iwi about the Whanganui River.

text: Te Awa Tupua (Whanganui river claims settlement) Bill – the endless quest for justice Linda Te Aho continues her review of the new legal framework for Te Awa Tupua (the Whanganui River system) as part of the settlement of historical claims by Whanganui iwi about the Whanganui River.

year: 2016-08