scholarly journals LANGUAGE AND THE PANDEMIC: RENEWING THE SEMANTICAL SPACE OF MODERN METAPHORS

2021 ◽  
pp. 36-55
Author(s):  
Veronika Haidar
Keyword(s):  
Semantic Analysis ◽  
Sporting Events ◽  
Media Messages ◽  
Semantic Spaces ◽  
The Impact ◽  
Newspaper Articles

Description of metaphorical models’ semantic nature of is one of the urgent tasks in linguistics, because metaphors, firstly, identify key objects, events and spheres of life, and secondly, significantly affect the renewal of lexical and stylistic potential of languages. The article aims to explore the essence of metaphorical rethinking of reality under the influence of key media messages for 2020 and early 2021 year – the COVID-19 pandemic and accompanying risks. Linguistic-stylistic and semantic analysis of media messages allowes to identify metaphors-neologisms – linguistic contexts that are born in our time of destructive virus and other threats, examples of key (frequent) words in these contexts, as well as to clarify the ways to update existing semantic spaces of metaphorical field in modern English. Metaphors in the analyzed newspaper articles are mainly used to describe political and economic events, health and evironmentsl issues, agricultural matters, trade, and occasionally cover cultural and sporting events, however, all semantic topics are interrelated due to the impact of the global risks of our time.

Semantic Pattern Detection in Covid-19 using Contextual Clustering and Intelligent Topic Modeling

2022 ◽  
Vol 13 (2) ◽  
pp. 0-0
Keyword(s):  
Latent Semantic Analysis ◽  
Topic Modeling ◽  
Latent Dirichlet Allocation ◽  
Semantic Analysis ◽  
Pattern Detection ◽  
Future Research ◽  
Detection Approach ◽  
Semantic Spaces ◽  
And Control ◽  
The Impact

The Covid-19 pandemic is the deadliest outbreak in our living memory. So, it is need of hour, to prepare the world with strategies to prevent and control the impact of the epidemics. In this paper, a novel semantic pattern detection approach in the Covid-19 literature using contextual clustering and intelligent topic modeling is presented. For contextual clustering, three level weights at term level, document level, and corpus level are used with latent semantic analysis. For intelligent topic modeling, semantic collocations using pointwise mutual information(PMI) and log frequency biased mutual dependency(LBMD) are selected and latent dirichlet allocation is applied. Contextual clustering with latent semantic analysis presents semantic spaces with high correlation in terms at corpus level. Through intelligent topic modeling, topics are improved in the form of lower perplexity and highly coherent. This research helps in finding the knowledge gap in the area of Covid-19 research and offered direction for future research.

scholarly journals Semantic Pattern Detection in COVID-19 Using Contextual Clustering and Intelligent Topic Modeling

2022 ◽  
Vol 13 (2) ◽  
pp. 1-17
Author(s):  
Pooja Kherwa ◽  
Poonam Bansal
Keyword(s):  
Latent Semantic Analysis ◽  
Topic Modeling ◽  
Latent Dirichlet Allocation ◽  
Semantic Analysis ◽  
Pattern Detection ◽  
Future Research ◽  
Detection Approach ◽  
Semantic Spaces ◽  
And Control ◽  
The Impact

The Covid-19 pandemic is the deadliest outbreak in our living memory. So, it is need of hour, to prepare the world with strategies to prevent and control the impact of the epidemics. In this paper, a novel semantic pattern detection approach in the Covid-19 literature using contextual clustering and intelligent topic modeling is presented. For contextual clustering, three level weights at term level, document level, and corpus level are used with latent semantic analysis. For intelligent topic modeling, semantic collocations using pointwise mutual information(PMI) and log frequency biased mutual dependency(LBMD) are selected and latent dirichlet allocation is applied. Contextual clustering with latent semantic analysis presents semantic spaces with high correlation in terms at corpus level. Through intelligent topic modeling, topics are improved in the form of lower perplexity and highly coherent. This research helps in finding the knowledge gap in the area of Covid-19 research and offered direction for future research.

scholarly journals 1414. #Vaccine Twitter Influencers: is it Just About Reach and Followers?

2020 ◽  
Vol 7 (Supplement_1) ◽  
pp. S714-S715
Author(s):  
Jean-Etienne Poirrier ◽  
Theodore Caputi ◽  
John Ayers ◽  
Mark Dredze ◽  
Sara Poston ◽  
...  
Keyword(s):  
United States ◽  
Social Media ◽  
Standard Deviation ◽  
Small Proportion ◽  
The United States ◽  
Research Support ◽  
Policy Makers ◽  
Media Messages ◽  
Social Media Platforms ◽  
The Impact

Abstract Background A small number of powerful users (“influencers”) dominates conversations on social media platforms: less than 1% of Twitter accounts have at least 3,000 followers and even fewer have hundreds of thousands or millions of followers. Beyond simple metrics (number of tweets, retweets...) little is known about these “influencers”, particularly in relation to their role in shaping online narratives about vaccines. Our goal was to describe influential Twitter accounts that are driving conversations about vaccines and present new metrics of influence. Methods Using publicly-available data from Twitter, we selected posts from 1-Jan-2016 to 31-Dec-2018 and extracted the top 5% of accounts tweeting about vaccines with the most followers. Using automated classifiers, we determined the location of these accounts, and grouped them into those that primarily tweet pro- versus anti-vaccine content. We further characterized the demographics of these influencer accounts. Results From 25,381 vaccine-related tweets available in our sample representing 10,607 users, 530 accounts represented the top 5% by number of followers. These accounts had on average 1,608,637 followers (standard deviation=5,063,421) and 340,390 median followers. Among the accounts for which sentiment was successfully estimated by the classifier, 10.4% (n=55) posted anti-vaccine content and 33.6% (n=178) posted pro-vaccine content. Of the 55 anti-vaccine accounts, 50% (n=18) of the accounts for which location was successfully determined were from the United States. Of the 178 pro-vaccine accounts, 42.5% (n=54) were from the United States. Conclusion This study showed that only a small proportion of Twitter accounts (A) post about vaccines and (B) have a high follower count and post anti-vaccine content. Further analysis of these users may help researchers and policy makers better understand how to amplify the impact of pro-vaccine social media messages. Disclosures Jean-Etienne Poirrier, PhD, MBA, The GSK group of companies (Employee, Shareholder) Theodore Caputi, PhD, Good Analytics Inc. (Consultant) John Ayers, PhD, GSK (Grant/Research Support) Mark Dredze, PhD, Bloomberg LP (Consultant)Good Analytics (Consultant) Sara Poston, PharmD, The GlaxoSmithKline group of companies (Employee, Shareholder) Cosmina Hogea, PhD, GlaxoSmithKline (Employee, Shareholder)

Accounting policy as a constituent of internal control and corporate economic security

2021 ◽  
Vol 17 (4) ◽  
pp. 664-681
Author(s):  
Yuliya N. STETSYUNICH ◽  
Andrei A. ZAITSEV
Keyword(s):  
Internal Control ◽  
Financial Management ◽  
Semantic Analysis ◽  
Economic Security ◽  
External Factors ◽  
Practical Significance ◽  
Negative Consequences ◽  
Internal And External Factors ◽  
The Impact ◽  
Accounting Policy

Subject. The article discusses the consistency of accounting policies, internal control and constituents of corporate economic security. Objectives. The study determines the process of articulating the term Accounting Policy at the legislative and normative levels nationwide and worldwide. We compare our own interpretations of corporate economic security. The article traces the impact of the accounting policy on areas of internal control and corporate economic securities. Methods. The study is based on general methods of research, such as the dialectical method, methods of analysis and synthesis, induction and deduction, and semantic analysis. Results. The article shows the impact of internal and external factors, which also influence corporate economic security and translate into the formation of corporate accounting policies. Conclusions and Relevance. Economic security is an aspect that every entity pursues. Therefore, it is important to thoroughly study how clauses of accounting policies influence the aspect from perspectives of business entities. The impact of constituents of corporate accounting policies, as evaluated herein, allow to consider adverse factors and help prevent negative consequences that internal and external factors may cause to corporate economic security. The findings contribute to accounting techniques for financial management in order to ensure the economic security. They are of practical significance for business leaders and financial personnel.

More Than Medals

2021 ◽  
Author(s):  
Dennis J. Frost
Keyword(s):  
Japanese Society ◽  
Sporting Events ◽  
Individuals With Disabilities ◽  
Postwar Japan ◽  
Disability Sports ◽  
Southern Japan ◽  
Provincial City ◽  
Novel Approach ◽  
The Impact ◽  
Historical Nature

How does a small provincial city in southern Japan become the site of a world-famous wheelchair marathon that has been attracting the best international athletes since 1981? This book answers the question and addresses the histories of individuals, institutions, and events — the 1964 Paralympics, the FESPIC Games, the Ōita International Wheelchair Marathon, the Nagano Winter Paralympics, and the 2021 Tokyo Summer Games that played important roles in the development of disability sports in Japan. Sporting events in the postwar era, the book shows, have repeatedly served as forums for addressing the concerns of individuals with disabilities. The book provides new insights on the cultural and historical nature of disability and demonstrates how sporting events have challenged some stigmas associated with disability, while reinforcing or generating others. The book analyzes institutional materials and uses close readings of media, biographical sources, and interviews with Japanese athletes to highlight the profound — though often ambiguous — ways in which sports have shaped how postwar Japan has perceived and addressed disability. The book's novel approach highlights the importance of the Paralympics and the impact that disability sports have had on Japanese society.

Toward a Model of Brand Creation for International Large-Scale Sporting Events: The Impact of Leadership, Context, and Nature of the Event

2008 ◽  
Vol 22 (5) ◽  
pp. 526-549 ◽  
Author(s):  
Milena M. Parent ◽  
Benoit Séguin
Keyword(s):  
Large Scale ◽  
Sporting Events ◽  
Related Factors ◽  
Initial Event ◽  
Leadership Group ◽  
Leadership Context ◽  
The Impact ◽  
Communication Paths ◽  
Brand Creation

The purpose of this study was to develop a model of brand creation for one-off large-scale sporting events. A case study of the 2005 Montreal FINA (Fédération Internationale de Natation) World Championships highlighted the importance of the leadership group (which must include individuals with political/networking, business/management, and sport/event skills), the context, and the nature of the event for creating the event’s brand. The importance of each aspect is suggested to vary depending on the situation. For example, the lack of an initial event brand will result in the leadership group having the greatest impact on the event’s brand creation process. Findings also highlighted differing communication paths for internal and external stakeholders. Thus, this study contributes to the literature by focusing on brand creation and its related factors instead of the management and outcomes of a brand.

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