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Geographical visualization of tweets, misinformation, and extremism during the USA 2020 presidential election using LSTM, NLP, and GIS

statistical tools are used to geographically visualize and discover if the political misinformation and extremism, political affiliation, and topics of conversations on social media are correlated with the USA ... further used to automatically classify the entire set of Tweets based on their political affiliation, topic, and whether or not they contain misinformation or extremism. It is shown that, there is a

Sentiment analysis classification system using hybrid BERT models

political institutions make strategic decisions. Considering this, sentiment analysis is critical for understanding the polarity of public opinion. Most social media analysis studies divide sentiment into ... useful information automatically. In this task, sentiment analysis models play an important role. Many sectors, including political challenges, marketing, public policy, disaster management, and public

Free trade as domestic, economic, and strategic issues: a big data analytics approach

contributes to the study of free trade negotiation by examining how domestic political actors frame free trade negotiations. ... actors frame free trade negotiations. Big data analytics; Machine learning; International relations; RCEP; Free trade; FTA; Political economy Introduction Studies of public opinion on free trade

Digital Responsibility

develop faster than their regulation. Enterprises and work contexts are changing fundamentally, political engagement and governmental institutions face novel situations. In this context, ‘‘technologies are ... environmentally relevant issues (Maignan and Ralston 2002; Mihale-Wilson et al. 2021) . DR is receiving increasing recognition by political parties, companies and business associations. For example, groups of

The Power of Ethics: Uncovering Technology Risks and Positive Value Potentials in IT Innovation Planning

philosophy and need a higher commitment to ethics (Jacobs and Huldtgren 2021; Manders-Huits 2011; Reijers and Gordijn 2019) . This criticism is significant, as the moral foundation of values is the core ... technology context merely represent individual preferences (Reijers and Gordijn 2019) instead of non-instrumental values that are ‘‘intrinsic’’ or ‘‘higher’’ in an ethical sense. 3 Moral Philosophy in IT

On the development of an information system for monitoring user opinion and its role for the public

political problems remains underrepresented and not covered by thorough research. Moreover, most of them focus on resource-rich languages such as the English language, whereas texts and comments in other low ... used for managing and promoting brands and different services. Thus, most popular social analytics platforms aim for business purposes while monitoring various social, economic, and political problems

Reviews Left and Right: The Link Between Reviewers’ Political Ideology and Online Review Language

reflected in their political ideology, is a predictor of such online review language. Specifically, it is hypothesized that reviewers' political ideology as measured by degree of conservatism on a liberal ... language. Support for these hypotheses is obtained through the analysis of a unique dataset that links a sample of online reviews to reviewers' political ideology as inferred from their online news

Improved content recommendation algorithm integrating semantic information

, life science, philosophy, law, ideological and political education, pedagogy, innovation and entrepreneurship and many other categories. The crawled data about course mainly includes course title, course ... Pediatrics of traditional Chinese Medicine Preventive medicine Medicopsychology Engineering mechanics College Physics Neonatology History of Chinese Philosophy Green rehabilitation integrating semantic

Open framework for analyzing public parliaments data

as legislative proposals, queries, political parties, and gifts to parliament. Similarly, in the UK, the Public Whip project,13 ais an independent non-governmental project that, web-scrapes the House ... activities. Data mining parliamentary data Several studies have taken public parliamentary information and applied natural language processing (NLP) methods to detect political ideology, sentiment, position

Hourly Wages in Crowdworking: A Meta-Analysis

In the past decade, crowdworking on online labor market platforms has become an important source of income for a growing number of people worldwide. This development has led to increasing political ... increasing political and scholarly interest in the wages people can earn on such platforms. This study extends the literature, which is often based on a single platform, region, or category of crowdworking

A Maturity Model for Assessing the Digitalization of Public Health Agencies

PHAs on developing the strategy in light of nationwide political development and aligning digitalization projects. In this regard, one interviewee mentioned: ‘‘What is needed [in terms of sustainable ... round 3 Imp5: A shared maturity level that PHAs are recommended to reach by 2025 was defined outside the research based on a political decision-making process Imp6: Practices were evaluated and refined

An approach to automatic classification of hate speech in sports domain on social media

Technologies . 2018 . p. 1046 - 56 . 66. Aleksić K. Lexicon in the novel Claws by Marko Vidojković -unpublished master's thesis . University in Novi Sad, Faculty of Philosophy, Novi Sad; 2019 . 67. Jovanović J ... leksika u srpskom jeziku-zbornik radova sa istoimenog naučnog skupa . Niš: University of Niš, Faculty of Philosophy; 2017 . 70. Marković J , Jović N. Opscena leksika i druga kolokvijalna leksika u srpskom i

Political direction in Al-Manar interpretation (Discussion and analysis for a group of political issues)

ﺽﺮﻋ) ﺭﺎﻨﳌﺍ ﲑﺴﻔﺗ ﰲ ﺮﻀﺧ ﺩﻮﻤﳏ / ﷲﺍ ﺪﺒﻋ ﺓﺩﻮﻋ ﺒﻋ ﺓﺩﻮﻋ .ﺔﻴﻨﻳﺪﻟﺍﻭ ﺔﻳﺩﺎﺼﺘﻗﻻﺍﻭ ﻡﻮﻠﺳ ﺮﻀﺧ ﺩﻮﻤﳏ / ﷲﺍ ﺪﺒﻋ ﺓﺩﻮﻋ Political   direction   in -­‐‑ M Aan.lﺎﻴaﻛrﺮﺗ iﻝn ﻮtﺒeﻨﻄrpﺳrﺍeﺔﻌtﻣaﺎtﺟioﺓnﺍﺭﻮﺘ(ﻛD ﺩiﺐscﻟuﺎﻃs ... ،siﺔoﻴﻨﻃnﻮﻟﺍaﺡ nﺎdﺠﻨﻟﺍ   ﺔaﻌnﻣﺎaﺟlyﻦsﻳﺪisﻟﺍ ﻝ ﻮ ﺻfoﺃrﲑﺘﺴ  ﺟaﺎﻣ   group   of   politicalﻡﻮ iﻠsﺳsueﺮ)sﻀﺧ ﺩﻮﻤﳏ / This   research   aims   to   study   some   of   the   political-­‐‑ M  iasnsaures   i n itnerp

The Impact of Resource Allocation on the Machine Learning Lifecycle

-makers who make resource allocation decisions regarding the ML lifecycle as well as politicians who want to foster the democratization of technology access. Needs: Organizational and political decision ... complexity in terms of the requirements of the underlying organizations (E1, E3, E5) as well as regarding the dimensions of a certain resource (E4, E5). 6 Discussion Making organizational or political

Education on quality assurance and assessment in teaching quality of high school instructors

], foster understudies’ intelligence [8], and help understudies assess and take care of issues. We should accomplish the solidarity of philosophy while assessing the quality of teaching, and we should do as ... teachers, parents, and students: Challenges related to remote (online) learning and opportunities for advancing the quality of education.“ Manuscript submitted for publication] . Faculty of Philosophy

Technology for Humanity

provide an outlet for the spread of fake news (Moravec et al. 2019) , political propaganda (Wattal et al. 2010), societal polarization (Allcott and Gentzkow 2017) , and hate speech (Mondal et al. 2017 ... ’’. Indeed, the course of multiple political events, potential harms to public health, and risks for the economy and financial markets have now been (at least partially) attributed to users’ manipulation on

Corporate Digital Responsibility

-DigitalResponsibility.pdf. million Facebook users for political advertising, an understanding that digital technologies and data allowed tech-savvy corporations to exert a profound pressure on a variety of social processes ... – from individual decisionmaking to the political discourse – turned from a lingering and often implicit suspicion to widely appreciated fact. Wylie’s revelations in early 2018 were given particular nuance

When Self-Humanization Leads to Algorithm Aversion

political philosophy . In: Metaphysics research lab, Stanford university (ed) the Stanford encyclopedia of philosophy Colton S , Wiggins GA , others ( 2012 ) Computational creativity: the final frontier? . In

Algorithmic Fairness in AI

speakers from the fields of philosophy and ethics, business and information systems engineering, law, as well as practice representatives from the banking and the insurance sector. The discussion that ensued ... insurance industry (Dr. Frederik Borgers), and from philosophy and ethics (Jun.-Prof. Suzana Alpsancar). In a first step, we tackle the persisting problem of defining fairness. Throughout the years, the

Detecting bots in social-networks using node and structural embeddings

, share opinions, buy products, and entertain us. It affects our beliefs, behaviour and so it shapes our political, financial, health, and other important decisions. Unfortunately, as a result, social ... a 2018 Italian election and how it helps to understand the political landscape. In their work, the authors study relationship between real users and bots, using the Twitter network. Unlike the TwiBot