scholarly journals Me Too Movement Sentiment Analysis

2020 ◽  
Vol 9 (6) ◽  
pp. 1065-1068
Keyword(s):  
Text Mining ◽  
Sentiment Analysis ◽  
Film Industry ◽  
Global Development ◽  
Current Field ◽  
Field Of Study ◽  
Sharp Force ◽  
A Current

Sentiment Analysis (SA) is a current field of study in text mining. The subjectivity of text, sentiment, and opinions are treated computationally by SA. This study examines the sentiment of the tweets containing “#metoo”. As a comparison, the same analysis was performed on the MenToo movement. MeToo started picking up significance in India with the expanding ubiquity of the global development, and later gathered sharp force in October 2018 in the film business of Bollywood, focused in Mumbai, when Tanushree Dutta blamed Nana Patekar for lewd behavior. An Indian filmmaker has joined calls for the development of a “#MenToo” movement for men’s rights, saying it should be “as important as #MeToo. This case study gathers around 20,000 tweets from the major cities of India for the duration of a week. Tweets were analyzed through the ‘sentiments’ dataset of tidytext (afinn, bing, nrc) and RSentiments dataset. The goal was to understand the overall sentiment better and find the associated patterns. With the hashtag analysis, it can be seen that #metoo was associated with the film industry, whereas #mentoo was more rooted in the cause. The comparison of likes and retweets shows that the #metoo movement has over 70% more engagement than #mentoo.

scholarly journals Sentiment Analysis and Text Mining of Questionnaires to Support Telemonitoring Programs

Information ◽  
2020 ◽  
Vol 11 (12) ◽  
pp. 550
Author(s):  
Chiara Zucco ◽  
Clarissa Paglia ◽  
Sonia Graziano ◽  
Sergio Bella ◽  
Mario Cannataro
Keyword(s):  
Text Mining ◽  
Sentiment Analysis ◽  
The Novel ◽  
Adherence Score ◽  
Home Telemonitoring ◽  
Polarity Score ◽  
Integrated Software ◽  
Predictive Relationship

While several studies have shown how telemedicine and, in particular, home telemonitoring programs lead to an improvement in the patient’s quality of life, a reduction in hospitalizations, and lower healthcare costs, different variables may affect telemonitoring effectiveness and purposes. In the present paper, an integrated software system, based on Sentiment Analysis and Text Mining, to deliver, collect, and analyze questionnaire responses in telemonitoring programs is presented. The system was designed to be a complement to home telemonitoring programs with the objective of investigating the paired relationship between opinions and the adherence scores of patients and their changes through time. The novel contributions of the system are: (i) the design and software prototype for the management of online questionnaires over time; and (ii) an analysis pipeline that leverages a sentiment polarity score by using it as a numerical feature for the integration and the evaluation of open-ended questions in clinical questionnaires. The software pipeline was initially validated with a case-study application to discuss the plausibility of the existence of a directed relationship between a score representing the opinion polarity of patients about telemedicine, and their adherence score, which measures how well patients follow the telehomecare program. In this case-study, 169 online surveys sent by 38 patients enrolled in a home telemonitoring program provided by the Cystic Fibrosis Unit at the “Bambino Gesù” Children’s Hospital in Rome, Italy, were collected and analyzed. The experimental results show that, under a Granger-causality perspective, a predictive relationship may exist between the considered variables. If supported, these preliminary results may have many possible implications of practical relevance, for instance the early detection of poor adherence in patients to enable the application of personalized and targeted actions.

Impact of eSports Upon Higher Education From a Faculty Perspective

2021 ◽  
pp. 149-178
Author(s):  
Sharon K. Andrews ◽  
Timothy B. Michael ◽  
Melissa A. Williams ◽  
Lisa L. Lacher ◽  
Caroline M. Crawford
Keyword(s):  
Higher Education ◽  
Multiple Case Study ◽  
Field Of Study ◽  
Historical View ◽  
Teaching Research ◽  
Multiple Case ◽  
Faculty Groups ◽  
A Current

A multiple case study was implemented, implementing a qualitative open-ended interview that brought forward three different specialization area faculty groups that reflect diverse educational perspectives as revolving and evolving around the potential of eSports upon the contributing author's field of study as well as the field of higher education as an overarching umbrella understanding. The prompts to which the contributors respond include an understanding of eSports upon higher education and the field of study, from a historical view, a current snapshot, as well as future-leaning implications. Further, the contributors respond to prompts that focus upon perceptions of eSports implications associated with the faculty responsibilities designated as teaching, research, and service.

From Film Practice to Data Process

2018 ◽  
Author(s):  
Sarah Atkinson
Keyword(s):  
Film Industry ◽  
Film Production ◽  
Profound Change ◽  
Data Process ◽  
Production Practices ◽  
Digital Film ◽  
Contemporary Britain

From Film Practice to Data Process critically examines the practices of independent digital feature filmmaking in contemporary Britain. The business of conventional feature filmmaking is like no other, in that it assembles a huge company of people from a range of disciplines on a temporary basis, all to engage in the collaborative endeavour of producing a unique, one-off piece of work. The book explicitly interrogates what is happening at the frontiers of contemporary ‘digital film’ production at a key transitional moment in 2012, when both the film industry and film-production practices were situated between the two distinct medium polarities of film and digital. With an in-depth case study of Sally Potter’s 2012 film Ginger & Rosa, drawing upon interviews with international film industry practitioners, From Film Practice to Data Process is an examination of film production in its totality, in a moment of profound change.

Mismatch Between Education and Occupation: A Case Study of Pakistani Graduates.

2011 ◽  
Vol 50 (4II) ◽  
pp. 531-553 ◽  
Author(s):  
Shujaat Farooq
Keyword(s):  
Higher Education ◽  
Human Capital ◽  
Labour Market ◽  
Jel Classification ◽  
Formal Sector ◽  
Field Of Study ◽  
Keywords Education ◽  
Job Mismatch

In this study, an attempt has been made to estimate the incidences of job mismatch in Pakistan. The study has divided the job mismatch into three categories; education-job mismatch, qualification mismatch and field of study and job mismatch. Both the primary and secondary datasets have been used in which the formal sector employed graduates have been targeted. This study has measured the education-job mismatch by three approaches and found that about one-third of the graduates are facing education-job mismatch. In similar, more than one-fourth of the graduates are mismatched in qualification, about half of them are over-qualified and the half are under-qualified. The analysis also shows that 11.3 percent of the graduates have irrelevant and 13.8 percent have slightly relevant jobs to their studied field of disciplines. Our analysis shows that women are more likely than men to be mismatched in field of study. JEL classification: I23, I24, J21, J24 Keywords: Education and Inequality, Higher Education, Human Capital, Labour Market

Film Marketing: the Case of the New Horizons Association

2020 ◽  
Vol 4 (2) ◽  
pp. 75-94
Author(s):  
Marcin Ptasznik
Keyword(s):  
Film Industry ◽  
Participant Observation ◽  
Study Participant ◽  
Cultural Institutions ◽  
Literature Study ◽  
Online Questionnaire ◽  
Changing Environment ◽  
New Horizons ◽  
Marketing Actions

Approaches to marketing actions in culture are exhibiting rising significance in the modern dynamically changing environment. This paper is focused on the identification of possible applications of marketing in the sphere of culture, with particular reference to the film industry, field of operations of the New Horizons Association. The author’s research was based on a literature study, participant observation, and an online questionnaire, enabling creation of a case study on the New Horizons Association. Empiri-cal research allowed for exploration of the perception of marketing actions of this organization, as well as identifying possible directions for its development. Changes in the needs of modern consumers are related to ongoing virtualization and globalization of culture, and allow for academic discussion about the future of innovative cultural institutions and audio-visual ventures, including within the context of the current global coronavirus/COVID-19 pandemic.

scholarly journals Canada as a Case Study for Balanced Presentation to Address Controversy on Emission Reduction Policies

2021 ◽  
Vol 13 (14) ◽  
pp. 7909
Author(s):  
Robert V. Parsons
Keyword(s):  
Emission Reduction ◽  
Environmental Issues ◽  
Trade Show ◽  
Quantitative Metrics ◽  
Carbon Taxation ◽  
Canadian Provinces ◽  
Method Analysis ◽  
A Current

Controversy is common on environmental issues, with carbon taxation in Canada a current example. This paper uses Canada as a case study for analysis based around balanced presentation, a technique developed some time ago, yet largely forgotten. Using the method, analysis is shifted away from the point of controversy to a broader quantitative question, with comparative data employed from official government sources. Simple quantitative analysis is applied to evaluate emission trends of individual Canadian provinces, with quantitative metrics to identify and confirm the application of relevant emission reduction policies by individual jurisdictions. From 2005 through 2019, three provinces show consistent downward emission trends, two show consistent upward trends, and the remaining five have no trends, showing relatively “flat” profiles. The results clarify, in terms of diverse emission reduction policies, where successes have occurred, and where deficiencies or ambiguities have existed. Neither carbon taxation nor related cap-and-trade show any association with long-term reductions in overall emissions. One policy does stand out as being associated with long-term reductions, namely grid decarbonization. The results suggest a possible need within Canada to rethink emission reduction policies. The method may be relevant as a model for other countries to consider as well.

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