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Article
Publication date: 13 September 2019

Collins Udanor and Chinatu C. Anyanwu

Hate speech in recent times has become a troubling development. It has different meanings to different people in different cultures. The anonymity and ubiquity of the social media…

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Abstract

Purpose

Hate speech in recent times has become a troubling development. It has different meanings to different people in different cultures. The anonymity and ubiquity of the social media provides a breeding ground for hate speech and makes combating it seems like a lost battle. However, what may constitute a hate speech in a cultural or religious neutral society may not be perceived as such in a polarized multi-cultural and multi-religious society like Nigeria. Defining hate speech, therefore, may be contextual. Hate speech in Nigeria may be perceived along ethnic, religious and political boundaries. The purpose of this paper is to check for the presence of hate speech in social media platforms like Twitter, and to what degree is hate speech permissible, if available? It also intends to find out what monitoring mechanisms the social media platforms like Facebook and Twitter have put in place to combat hate speech. Lexalytics is a term coined by the authors from the words lexical analytics for the purpose of opinion mining unstructured texts like tweets.

Design/methodology/approach

This research developed a Python software called polarized opinions sentiment analyzer (POSA), adopting an ego social network analytics technique in which an individual’s behavior is mined and described. POSA uses a customized Python N-Gram dictionary of local context-based terms that may be considered as hate terms. It then applied the Twitter API to stream tweets from popular and trending Nigerian Twitter handles in politics, ethnicity, religion, social activism, racism, etc., and filtered the tweets against the custom dictionary using unsupervised classification of the texts as either positive or negative sentiments. The outcome is visualized using tables, pie charts and word clouds. A similar implementation was also carried out using R-Studio codes and both results are compared and a t-test was applied to determine if there was a significant difference in the results. The research methodology can be classified as both qualitative and quantitative. Qualitative in terms of data classification, and quantitative in terms of being able to identify the results as either negative or positive from the computation of text to vector.

Findings

The findings from two sets of experiments on POSA and R are as follows: in the first experiment, the POSA software found that the Twitter handles analyzed contained between 33 and 55 percent hate contents, while the R results show hate contents ranging from 38 to 62 percent. Performing a t-test on both positive and negative scores for both POSA and R-studio, results reveal p-values of 0.389 and 0.289, respectively, on an α value of 0.05, implying that there is no significant difference in the results from POSA and R. During the second experiment performed on 11 local handles with 1,207 tweets, the authors deduce as follows: that the percentage of hate contents classified by POSA is 40 percent, while the percentage of hate contents classified by R is 51 percent. That the accuracy of hate speech classification predicted by POSA is 87 percent, while free speech is 86 percent. And the accuracy of hate speech classification predicted by R is 65 percent, while free speech is 74 percent. This study reveals that neither Twitter nor Facebook has an automated monitoring system for hate speech, and no benchmark is set to decide the level of hate contents allowed in a text. The monitoring is rather done by humans whose assessment is usually subjective and sometimes inconsistent.

Research limitations/implications

This study establishes the fact that hate speech is on the increase on social media. It also shows that hate mongers can actually be pinned down, with the contents of their messages. The POSA system can be used as a plug-in by Twitter to detect and stop hate speech on its platform. The study was limited to public Twitter handles only. N-grams are effective features for word-sense disambiguation, but when using N-grams, the feature vector could take on enormous proportions and in turn increasing sparsity of the feature vectors.

Practical implications

The findings of this study show that if urgent measures are not taken to combat hate speech there could be dare consequences, especially in highly polarized societies that are always heated up along religious and ethnic sentiments. On daily basis tempers are flaring in the social media over comments made by participants. This study has also demonstrated that it is possible to implement a technology that can track and terminate hate speech in a micro-blog like Twitter. This can also be extended to other social media platforms.

Social implications

This study will help to promote a more positive society, ensuring the social media is positively utilized to the benefit of mankind.

Originality/value

The findings can be used by social media companies to monitor user behaviors, and pin hate crimes to specific persons. Governments and law enforcement bodies can also use the POSA application to track down hate peddlers.

Details

Data Technologies and Applications, vol. 53 no. 4
Type: Research Article
ISSN: 2514-9288

Keywords

Article
Publication date: 22 March 2023

Freda Gonot-Schoupinsky, Mark Weeks and Jerome Carson

The purpose of this opinion piece is to present a case for the potential of positive autoethnography (PosAE) as a new autoethnographic approach.

Abstract

Purpose

The purpose of this opinion piece is to present a case for the potential of positive autoethnography (PosAE) as a new autoethnographic approach.

Design/methodology/approach

This work resulted from on-going discussions between the authors as to the practicalities and benefits of associating the qualitative approach of autoethnography with the field of positive psychology.

Findings

PosAE is proposed to encourage writers to actively reflect on the importance for themselves, and their readers, of including positive narrative elements, prospective visions and exploratory trajectories in their work.

Research limitations/implications

This research builds on existing research that has included positive psychology in autoethnography. As positive psychology is grounded in empirical research, the authors are suggesting that PosAE is allied to pragmatic autoethnography.

Practical implications

PosAE offers to facilitate positive thought, affect and strategies that could improve well-being. For example, some people struggling with serious health issues, and those helping them, may find it useful for articulating conditions and envisioning, even experiencing, positive change.

Social implications

With so many lives impacted by mental health issues globally, and with rapidly changing societies struggling to provide stability and purpose, an autoethnography that provides tools such as PERMA (Positive emotions, Engagement, Positive Relationships, Meaning, Accomplishments/Achievements) to communicate the positive seems timely.

Originality/value

To the best of the authors’ knowledge, this is the first time the creation of an autoethnographic approach explicitly linked to positive psychology has been proposed.

Details

Mental Health and Social Inclusion, vol. 27 no. 4
Type: Research Article
ISSN: 2042-8308

Keywords

Open Access
Article
Publication date: 2 March 2023

Kartik Venkatraman, Stéphane Moreau, Julien Christophe and Christophe Schram

The purpose of the paper is to predict the aerodynamic performance of a complete scale model H-Darrieus vertical axis wind turbine (VAWT) with end plates at different operating…

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Abstract

Purpose

The purpose of the paper is to predict the aerodynamic performance of a complete scale model H-Darrieus vertical axis wind turbine (VAWT) with end plates at different operating conditions. This paper aims at understanding the flow physics around a model VAWT for three different tip speed ratios corresponding to three different flow regimes.

Design/methodology/approach

This study achieves a first three-dimensional hybrid lattice Boltzmann method/very large eddy simulation (LBM-VLES) model for a complete scaled model VAWT with end plates and mast using the solver PowerFLOW. The power curve predicted from the numerical simulations is compared with the experimental data collected at Erlangen University. This study highlights the complexity of the turbulent flow features that are seen at three different operational regimes of the turbine using instantaneous flow structures, mean velocity, pressure iso-contours, blade loading and skin friction plots.

Findings

The power curve predicted using the LBM-VLES approach and setup provides a good overall match with the experimental power curve, with the peak and drop after the operational point being captured. Variable turbulent flow structures are seen over the azimuthal revolution that depends on the tip speed ratio (TSR). Significant dynamic stall structures are seen in the upwind phase and at the end of the downwind phase of rotation in the deep stall regime. Strong blade wake interactions and turbulent flow structures are seen inside the rotor at higher TSRs.

Research limitations/implications

The computational cost and time for such high-fidelity simulations using the LBM-VLES remains expensive. Each simulation requires around a week using supercomputing facilities. Further studies need to be performed to improve analytical VAWT models using inputs/calibration from high fidelity simulation databases. As a future work, the impact of turbulent and nonuniform inflow conditions that are more representative of a typical urban environment also needs to be investigated.

Practical implications

The LBM methodology is shown to be a reliable approach for VAWT power prediction. Dynamic stall and blade wake interactions reduce the aerodynamic performance of a VAWT. An ideal operation close to the peak of the power curve should be favored based on the local wind resource, as this point exhibits a smoother variation of forces improving operational performance. The 3D flow features also exhibit a significant wake asymmetry that could impact the optimal layout of VAWT clusters to increase their power density. The present work also highlights the importance of 3D simulations of the complete model including the support structures such as end plates and mast.

Social implications

Accurate predictions of power performance for Darrieus VAWTs could help in better siting of wind turbines thus improving return of investment and reducing levelized cost of energy. It could promote the development of onsite electricity generation, especially for industrial sites/urban areas and renew interest for VAWT wind farms.

Originality/value

A first high-fidelity simulation of a complete VAWT with end plates and supporting structures has been performed using the LBM approach and compared with experimental data. The 3D flow physics has been analyzed at different operating regimes of the turbine. These physical insights and prediction capabilities of this approach could be useful for commercial VAWT manufacturers.

Details

International Journal of Numerical Methods for Heat & Fluid Flow, vol. 33 no. 4
Type: Research Article
ISSN: 0961-5539

Keywords

Article
Publication date: 27 February 2009

K. Peter Kuchinke, Alexandre Ardichvili, Margret Borchert and Andrzej Rozanski

The purpose of this paper is to report the results of an empirical study of the meaning of working, individual level work outcomes, and job and career satisfaction, among…

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Abstract

Purpose

The purpose of this paper is to report the results of an empirical study of the meaning of working, individual level work outcomes, and job and career satisfaction, among professional level employees in business organizations in Russia, Poland, and Germany.

Design/methodology/approach

The theoretical framework for the study was based on the work by England and colleagues. The sample (n=638) included professional level employees in the medium and large manufacturing and service organizations in the three countries. Correlations, discriminant function analysis, and multiple regressions were used to answer research questions regarding the relationship between the study variables and to determine country differences.

Findings

Results indicate different patterns and levels of work centrality, desired work outcomes, work role identification, and job and career satisfaction among the three countries. A significant difference was found between work values in Russia, on the one hand, and Germany and Poland, on the other. Gender differences in meaning of work patterns were found among Russian respondents. Job and career satisfaction was related to different combinations of demographic and work meaning variables.

Practical implications

For human resource development (HRD) and training and development (T&D) professionals working in multinational companies and/or with customers/suppliers in these three countries, the findings imply the need to take into account the similarities and differences in individual meaning of working variables when designing and implementing organization development and training interventions.

Originality/value

Despite the central role of working for individuals and the central role of the work values construct for the professional fields of training and HRD, research on meaning of working has been sparse in the academic literature. Thus, the study can contribute to a fuller understanding of experience of work and its implications for the theory and practice of training and human resource development.

Details

Journal of European Industrial Training, vol. 33 no. 2
Type: Research Article
ISSN: 0309-0590

Keywords

Article
Publication date: 16 April 2024

Matt Broadway-Horner

The purpose of this study is to investigate the use of positive autoethnography for the consequences of conversion therapy. Life after conversion therapy is, for many, a…

Abstract

Purpose

The purpose of this study is to investigate the use of positive autoethnography for the consequences of conversion therapy. Life after conversion therapy is, for many, a life-changing episode, especially when combined with disfellowship. In recent years, positive autoethnography has grown substantially. The work of Tedeschi and Calhoun (2004), from the school of positive psychology, focuses on posttraumatic growth following a traumatic event or series of events.

Design/methodology/approach

Qualitative approach of positive autoethnography.

Findings

This innovative case study highlights personal struggles with grief, depression and suicidal ideation. In addition, the time elapsed has enabled a process to juggle with alternative ideas moving forward in salvaging a form of identity.

Research limitations/implications

Treatment as usual psychological therapies (TAUPT) provide many unhelpful triggers due to the same jargon used in both conversion therapy and TAUPT. Away from TAUPT, this writing exercise may help as a stand-alone post-conversion recovery process.

Practical implications

The post-conversion recovery process will offer much-needed help with only a few face-to-face meetings to aid the posttraumatic growth writing exercise.

Social implications

The suicide rates for sexual minority conversion therapy victims are eight times higher than those of other sexual minority groups and isolation levels. A single point of entry pathway for conversion therapy survivors is needed.

Originality/value

To the best of the author’s knowledge, the first of its kind to apply positive autoethnography using the model as a framework to understand the post-conversion therapy experience, looks for growth in five areas: relating to others, new possibilities, personal strength, spiritual change and appreciation of life.

Details

Mental Health and Social Inclusion, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 2042-8308

Keywords

Article
Publication date: 6 August 2019

Mohammad Haji Mohammadi and Joshua R. Brinkerhoff

Turbomachinery, including pumps, are mainly designed to extract/produce energy from/to the flow. A major challenge in the numerical simulation of turbomachinery is the inlet flow…

Abstract

Purpose

Turbomachinery, including pumps, are mainly designed to extract/produce energy from/to the flow. A major challenge in the numerical simulation of turbomachinery is the inlet flow rate, which is routinely treated as a known boundary condition for simulation purposes but is properly a dependent output of the solution. As a consequence, the results from numerical simulations may be erroneous due to the incorrect specification of the discharge flow rate. Moreover, the transient behavior of the pumps in their initial states of startup and final states of shutoff phases has not been studied numerically. This paper aims to develop a coupled procedure for calculating the transient inlet flow rate as a part of the solution via application of the control volume method for linear momentum. Large eddy simulation of a four-blade axial hydraulic pump is carried out to calculate the forces at every time step. The sharp interface immersed boundary method is used to resolve the flow around the complex geometry of the propeller, stator and the pipe casing. The effect of the spurious pressure fluctuations, inherent in the sharp interface immersed boundary method, is damped by local time-averaging of the forces. The developed code is validated by comparing the steady-state volumetric flow rate with the experimental data provided by the pump manufacturer. The instantaneous and time-averaged flow fields are also studied to reveal the flow pattern and turbulence characteristics in the pump flow field.

Design/methodology/approach

The authors use control volume analysis for linear momentum to simulate the discharge rate as part of the solution in a large eddy simulation of an axial hydraulic pump. The linear momentum balance equation is used to update the inlet flow rate. The sharp interface immersed boundary method with dynamic Smagorinsky sub-grid stress model and a proper wall model is used.

Findings

The steady-state volumetric flow rate has been computed and validated by comparing to the flow rate specified by the manufacturer at the simulation conditions, which shows a promising result. The instantaneous and time averaged flow fields are also studied to reveal the flow pattern and turbulence characteristics in the pump flow field.

Originality/value

An approach is proposed for computing the volumetric flow rate as a coupled part of the flow solution, enabling the simulation of turbomachinery at all phases, including the startup/shutdown phase. To the best of the authors’ knowledge, this is the first large eddy simulation of a hydraulic pump to calculate the transient inlet flow rate as a part of the solution rather than specifying it as a fixed boundary condition. The method serves as a numerical framework for simulating problems incorporating complex shapes with moving/stationary parts at all regimes including the transient start-up and shut-down phases.

Details

International Journal of Numerical Methods for Heat & Fluid Flow, vol. 29 no. 7
Type: Research Article
ISSN: 0961-5539

Keywords

Article
Publication date: 12 October 2015

Lui Ming Mak

The purpose of this paper is to increase awareness regarding the implementation of a quality management system in the travel agency sector by identifying similarities and…

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Abstract

Purpose

The purpose of this paper is to increase awareness regarding the implementation of a quality management system in the travel agency sector by identifying similarities and differences in the perception of the ISO 9001 certification by travel agencies in China and Hong Kong as well as to provide potential recommendations to Kenya and to other countries developing tourism industries.

Design/methodology/approach

The comparative study approach is used to compare perceptions of the ISO 9001 certification by travel agencies in China and Hong Kong.

Findings

Travel agencies in Kenya, China, and Hong Kong promote the benefits but address the shortcomings and challenges of implementing the ISO 9001 certification simultaneously. This certification certainly benefited travel agencies in terms of marketing, but sustaining these effects remains a challenge.

Research limitations/implications

The comparative approach, while important, cannot be considered a “scientific” approach at present. The current research compared the findings of two studies; however, these works are limited in that they use different data collection methodologies. Consequently, the results may vary.

Originality/value

More similarities than differences were determined in the terms of costs among travel agencies in China and Hong Kong. Various differences were identified with respect to the perceived benefits from the ISO 9001 certification. This finding can be regarded as both a challenge and an opportunity.

Details

The TQM Journal, vol. 27 no. 6
Type: Research Article
ISSN: 1754-2731

Keywords

Content available
Article
Publication date: 1 December 2023

Jerome Carson and Michelle Yvette Tytherleigh

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Abstract

Details

Mental Health and Social Inclusion, vol. 27 no. 4
Type: Research Article
ISSN: 2042-8308

Book part
Publication date: 7 November 2011

Stephanie P. Stobbe

Conflict resolution theory and practice have often neglected the contributions of women in peacebuilding. To obtain a more balanced perspective, the work of women's movements…

Abstract

Conflict resolution theory and practice have often neglected the contributions of women in peacebuilding. To obtain a more balanced perspective, the work of women's movements, peace movements, and other social movements have attempted to highlight the importance of women's roles in society and their active participation in peacemaking activities throughout the world. This study hopes to contribute to recognizing gender in conflict resolution by examining the rituals of conflict resolution in Laos and the legacy of women working for peace. Through this gender lens, it highlights the importance of Lao women's work in the soukhouan ceremony, a conflict resolution ritual that is integral to Lao culture. The soukhouan ritual demonstrates characteristics that are vital to any peacebuilding effort, specifically how women are actively working to repair harm, restore relationships, and organize support networks that are essential for reconciliation in communities experiencing conflict. This research adds to conflict resolution literature that validates how women are playing a vital role in all stages of peacebuilding.

Details

Critical Aspects of Gender in Conflict Resolution, Peacebuilding, and Social Movements
Type: Book
ISBN: 978-0-85724-913-5

Book part
Publication date: 7 November 2011

Anna C. Snyder

In 2010, the Canadian government introduced the National Action Plan for the Implementation of UN Security Council Resolutions on Women, Peace and Security. Approximately 24…

Abstract

In 2010, the Canadian government introduced the National Action Plan for the Implementation of UN Security Council Resolutions on Women, Peace and Security. Approximately 24 countries have developed national action plans to evaluate and monitor the implementation of UNSCR 1325 that calls for the inclusion of all women in peacemaking, peacekeeping, and peacebuilding and the protection of women. Refugee women were not included in the Action Plan as partners in peacemaking, mentioned only in sections referring to protection and post-conflict reconstruction. As such, refugee women are not considered key players in plans to bring about peace despite evidence that refugee women's organizations can participate in and even lead peacebuilding efforts.

This chapter analyzes the activities of three refugee women's organizations from Tibet, the Sudan, and Burma/Myanmar concluding that it is strategically important to support women's transnational networks and facilitate contact between diaspora, refugee, and local women's organizations interested in conflict transformation. A gendered analysis of refugee peacebuilding capacity reveals gaps in peacebuilding capacity approaches that become evident when female diasporas are the focus of the research. The women's refugee organizations show the capacity for transnational bridge building, that is, the capacity to build and sustain networks across geographical, social and political boundaries with the aim of bringing about nonviolent social change.

Details

Critical Aspects of Gender in Conflict Resolution, Peacebuilding, and Social Movements
Type: Book
ISBN: 978-0-85724-913-5

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