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Impact of emotions in social media content diffusion

Shivangi Chawla, Monica Mehrotra
<span title="2021-08-30">2021</span> <i title="Slovenian Association Informatika"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/w2vs4367uvgttdfo3ce3gi6rbe" style="color: black;">Informatica (Ljubljana, Tiskana izd.)</a> </i> &nbsp;
Emotions present in social media content shape its diffusion. This study seeks to comprehensively examine the impact created by emotions of a social media message on its diffusion.  ...  In contrast, anger or fear as primary emotion in tweets contributed to slower and weaker diffusion.  ...  We used regression analysis to figure out how multiple emotions affect the spread of social media posts.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31449/inf.v45i6.3575">doi:10.31449/inf.v45i6.3575</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v2xyr3dkbfa3jbq7pnyciyj4gm">fatcat:v2xyr3dkbfa3jbq7pnyciyj4gm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210831110538/https://www.informatica.si/index.php/informatica/article/download/3575/1571" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/00/24/00244ae8ef00b0fca84135652952499205794542.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31449/inf.v45i6.3575"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Social media: A new tool for outbreak surveillance

Averi E. Wilson, Christoph U. Lehmann, Sameh N. Saleh, John Hanna, Richard J. Medford
<span title="">2021</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pgp32bexfndtxabjbmshrl3dqy" style="color: black;">Antimicrobial Stewardship and Healthcare Epidemiology</a> </i> &nbsp;
Data processing methods allow researchers to automate the collection and interpretation of social media posts for efficient and valuable disease surveillance.  ...  Social media platforms allow users to share news, ideas, thoughts, and opinions on a global scale.  ...  Conflicts of interest. None of the authors have any conflict of interests to report.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/ash.2021.225">doi:10.1017/ash.2021.225</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jrkmbec5izewnkekkormyay4ei">fatcat:jrkmbec5izewnkekkormyay4ei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220122135017/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/E3662A21D75161A0DE389E358EF9DFC5/S2732494X21002254a.pdf/div-class-title-social-media-a-new-tool-for-outbreak-surveillance-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/8c/a08cd18490ebbfb6529c9ec7efa2eda179e27a4e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/ash.2021.225"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> cambridge.org </button> </a>

Analyzing and Visualizing Emotional Reactions Expressed by Emojis in Location-Based Social Media

Eva Hauthal, Dirk Burghardt, Alexander Dunkel
<span title="2019-02-28">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw2uac7a5jggbfgqwh2wqy7yxu" style="color: black;">ISPRS International Journal of Geo-Information</a> </i> &nbsp;
Two approaches that utilize emojis are proposed to obtain the sentiment and emotions contained in social media reactions.  ...  However, these sources hardly reveal the emotional or attitudinal impact of events on people, which is, for example, reflected in their reactions on social media.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi8030113">doi:10.3390/ijgi8030113</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zoowtqthfrdfxo57sya6xjopt4">fatcat:zoowtqthfrdfxo57sya6xjopt4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430130021/https://res.mdpi.com/ijgi/ijgi-08-00113/article_deploy/ijgi-08-00113.pdf?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c5/46/c5465759d7a1bfbdb72130ca0b3b778656d369aa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi8030113"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Psycho-linguistic differences among competing vaccination communities on social media [article]

Jialiang Shi and Piyush Ghasiya and Kazutoshi Sasahara
<span title="2022-03-18">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Currently, the significance of social media in disseminating noteworthy information on topics such as health, politics, and the economy is indisputable.  ...  For this, we collected COVID-19 related tweets from February 2020 to June 2021 to analyse vaccination stance, linguistic features, and social network characteristics.  ...  Acknowledgement We would like thank the members of CREST projects (JPMJCR20D3 and JPMJCR17A4) for fruitful discussions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05237v2">arXiv:2111.05237v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vaa3p6al2vebtbnxey6ktfplmm">fatcat:vaa3p6al2vebtbnxey6ktfplmm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220327100208/https://arxiv.org/pdf/2111.05237v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/67/f4/67f4777b7ecaa5d9b0cd1d07018046bb8502d329.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2111.05237v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Analysis sentiment about islamophobia when Christchurch attack on social media

Windu Gata, Achmad Bayhaqy
<span title="2020-08-01">2020</span> <i title="Universitas Ahmad Dahlan"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/avuzjspx3nh5lboz3nsmpd3ba4" style="color: black;">TELKOMNIKA (Telecommunication Computing Electronics and Control)</a> </i> &nbsp;
Twitter is social media that allows users send real-time messages and can be used for sentiment analysis because it has a large amount of data.  ...  The recent horrific terror attack that took place at the Christchurch mosque in New Zealand, is the result of allowing an attitude of hatred towards Islam in the West.  ...  TELKOMNIKA Telecommun Comput El Control One of the Social media like Twitter allows users to be able to send messages in real-time. This message is popularly known as a tweet.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12928/telkomnika.v18i4.14179">doi:10.12928/telkomnika.v18i4.14179</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2xhmf3qvfvbhtac2mvztkwhss4">fatcat:2xhmf3qvfvbhtac2mvztkwhss4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200623224145/http://journal.uad.ac.id/index.php/TELKOMNIKA/article/download/14179/8299" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b0/95/b0950bde964d00e6af1323298bb8d53c48f95673.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12928/telkomnika.v18i4.14179"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Intelligent Disaster Response via Social Media Analysis - A Survey [article]

Tahora H. Nazer, Guoliang Xue, Yusheng Ji, Huan Liu
<span title="2017-09-07">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this survey, we review the new frontier of intelligent disaster relief and response using social media, show stages of disasters which are reflected on social media, establish a connection between proposed  ...  The success of a disaster relief and response process is largely dependent on timely and accurate information regarding the status of the disaster, the surrounding environment, and the affected people.  ...  The sentiment of users in their posts can help distinguish the posts that come from the affected area and track emotional situation of people in different stages of disasters [10] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1709.02426v1">arXiv:1709.02426v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pc2vmo3h6rem5hxwmq4d7d6mdq">fatcat:pc2vmo3h6rem5hxwmq4d7d6mdq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200909092052/https://arxiv.org/pdf/1709.02426v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b3/c8/b3c85eecd9546b7394910cc17ec5c57c3e417707.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1709.02426v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Social media analysis during political turbulence

Despoina Antonakaki, Dimitris Spiliotopoulos, Christos V. Samaras, Polyvios Pratikakis, Sotiris Ioannidis, Paraskevi Fragopoulou, Boris Podobnik
<span title="2017-10-31">2017</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
Today, a considerable proportion of the public political discourse on nationwide elections proceeds in Online Social Networks.  ...  Here we report on the application of these methods on the complete corpus of tweets regarding two local electoral events of worldwide impact: the Greek referendum of 2015 and the subsequent legislative  ...  Acknowledgments We would like to thank the anonymous friends that helped with the manual labeling of sarcasm and the reviewers for their insightful comments and feedback.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0186836">doi:10.1371/journal.pone.0186836</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29088263">pmid:29088263</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5663401/">pmcid:PMC5663401</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mzyzylupwnbefetvwcqbpnvdbe">fatcat:mzyzylupwnbefetvwcqbpnvdbe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724060815/http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0186836&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2c/fa/2cfafe703344b6df8daef7d35712527f0bcf5876.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0186836"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663401" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Negativity Bias in Media Multitasking: The Effects of Negative Social Media Messages on Attention to Television News Broadcasts

Jari Kätsyri, Teemu Kinnunen, Kenta Kusumoto, Pirkko Oittinen, Niklas Ravaja, Eldad Yechiam
<span title="2016-05-04">2016</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
The attentional costs of such multitasking may vary depending on the ebb and flow of the social media channel, such as its emotional contents.  ...  Taken together, the present results demonstrate a negativity bias exists for social media messages in media multitasking; however, this effect does not amplify the overall detrimental effects of media  ...  Stina Westman for help in designing the experiment; Dr. Kari Kallinen for help in data collection; and Mari Laine-Hernandez, MSc (Tech), for help in data analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0153712">doi:10.1371/journal.pone.0153712</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27144385">pmid:27144385</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4856346/">pmcid:PMC4856346</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rdqysrrw55gnlb2futq3ip7ooq">fatcat:rdqysrrw55gnlb2futq3ip7ooq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190228144326/http://pdfs.semanticscholar.org/93c3/4a72174f2c5abeacef5b14a5f0010cef8dba.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/93/c3/93c34a72174f2c5abeacef5b14a5f0010cef8dba.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0153712"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4856346" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Causal Effects of Brevity on Style and Success in Social Media [article]

Kristina Gligoric, Ashton Anderson, Robert West
<span title="2019-09-05">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Whereas most prior work has studied the effect of wording on style and success in observational setups, we conduct a controlled experiment, in which crowd workers shorten social media posts to prescribed  ...  Overall, our findings are important for developing a better understanding of the effect of brevity on the success of messages in online social media.  ...  This research has been supported in part by Microsoft, Google, CROSS, and NSERC.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1909.02565v1">arXiv:1909.02565v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5nwicebbizhwna5scj6snmzavi">fatcat:5nwicebbizhwna5scj6snmzavi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929111910/https://arxiv.org/pdf/1909.02565v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b2/3e/b23e2fae98bd707fa58a6703f1f60ccafd89f385.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1909.02565v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Emotion classification of social media posts for estimating people's reactions to communicated alert messages during crises

Joel Brynielsson, Fredrik Johansson, Carl Jonsson, Anders Westling
<span title="2014-08-28">2014</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bt4emqf3zjf6vmw425ew3loyl4" style="color: black;">Security Informatics</a> </i> &nbsp;
Publicly available online social media sites make it possible for crisis management organizations to use some of these experiences as input for their decision-making.  ...  We describe a methodology for collecting a large number of relevant tweets and annotating them with emotional labels.  ...  As part of this event, the classification of social media posts was used to visualize emotional trend statistics for the purpose of demonstrating the idea of using social media input for informing crisis  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13388-014-0007-3">doi:10.1186/s13388-014-0007-3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/irtqk3ftvjbuxpanvibeh3u574">fatcat:irtqk3ftvjbuxpanvibeh3u574</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170917000746/https://link.springer.com/content/pdf/10.1186%2Fs13388-014-0007-3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/73/65735396664f33c3200c4003ccc90e0b5ac88a81.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s13388-014-0007-3"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Digital Nudging in Social Media Disaster Communication

Milad Mirbabaie, Christian Ehnis, Stefan Stieglitz, Deborah Bunker, Tanja Rose
<span title="2020-12-06">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xi63yvd5dfgsvlbc4jby5bebjm" style="color: black;">Information Systems Frontiers</a> </i> &nbsp;
A Systematic Literature Review and qualitative social media data analysis methods were applied to explore the potential of digital nudges on social media.  ...  The results suggest that Digital Nudging on Social Media is a promising approach to use in emergency and disaster communication.  ...  Methodology In order to answer these research questions, we have applied two methods which include: (1) a systematic literature review to define and identify forms of digital nudging in social media; and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10796-020-10062-z">doi:10.1007/s10796-020-10062-z</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fvutmujfifgthm4l3nttc3he6i">fatcat:fvutmujfifgthm4l3nttc3he6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429104931/https://link.springer.com/content/pdf/10.1007/s10796-020-10062-z.pdf?error=cookies_not_supported&amp;code=f769906a-fae3-4762-9c1e-a0acde49b6c9" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/1a/a21a93c05729964da5551e3babbe742bf575c4f9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s10796-020-10062-z"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Sentiment Analysis with Machine Learning Methods on Social Media

Muhammet Sinan Basarslan, Fatih Kayaalp
<span title="2020-09-17">2020</span> <i title="Ediciones Universidad de Salamanca"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uv4u6utturf4hbnxzoqz74dqd4" style="color: black;">Advances in Distributed Computing and Artificial Intelligence Journal</a> </i> &nbsp;
Social media has become an important part of our everyday life due to the widespread use of the Internet. Of the social media services, Twitter is among the most used ones around the world.  ...  The sentiment analysis focuses to identify the social media posts of users about a specific topic and categorize them as positive, negative or neutral.  ...  People consider the social media as the main environment for communication. People share events, sports, film, personal feelings and thoughts that affect them through social media.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14201/adcaij202093515">doi:10.14201/adcaij202093515</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/feuerabgjrf3rgu2lb3mt4xvtm">fatcat:feuerabgjrf3rgu2lb3mt4xvtm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210131132739/https://revistas.usal.es/index.php/2255-2863/article/download/ADCAIJ202093515/24938" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e5/a7/e5a72a66826399e7711a56083397fd2772d51a57.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14201/adcaij202093515"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

A Comparative Study of Detection and Classification of Emotions on Social Media Using SVM and Näıve Bayes Techniques [chapter]

Aysha A, Syed Meeral MK, Bushra KM
<span title="2021-11-09">2021</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ubikuqtgk5gsjplis3d6r2e6k4" style="color: black;">Advances in Parallel Computing</a> </i> &nbsp;
This paper presents a brief comparison about Detection and Classification of Emotions on Social Media using SVM and Näıve Bayesian classifier.  ...  Through these social media each one of them carry their emotions and fix their opinions based on a particular situations or circumstances.  ...  As a future work, based on data accessibility, we have a plan to propose method that can be implemented on social media data like Twitter, Facebook etc., Also the proposed method can be used to analyze  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/apc210134">doi:10.3233/apc210134</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rh47ttlkx5hprbrym24paby6c4">fatcat:rh47ttlkx5hprbrym24paby6c4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211113130624/https://ebooks.iospress.nl/pdf/doi/10.3233/APC210134" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6b/17/6b178c5b53d3f984dd7ac2c46b9dd8a0f82b0549.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/apc210134"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Detecting Cyberbullying and Cyberaggression in Social Media [article]

Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, Athena Vakali, Nicolas Kourtellis
<span title="2019-07-20">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we take the first concrete steps to understand the characteristics of abusive behavior in Twitter, one of today's largest social media platforms.  ...  More than half of young social media users worldwide have been exposed to such prolonged and/or coordinated digital harassment.  ...  The research leading to these results has received funding from the European Union's Marie Sklodowska-Curie grant agreement No 691025 (project EN-CASE).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1907.08873v1">arXiv:1907.08873v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4tkcdria2rhntg5lawcafeixxi">fatcat:4tkcdria2rhntg5lawcafeixxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191222115100/https://arxiv.org/pdf/1907.08873v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/15/44/15448850b17285b27b78d799dd19c972abbbd760.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1907.08873v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Out-group animosity drives engagement on social media

Steve Rathje, Jay J. Van Bavel, Sander van der Linden
<span title="2021-06-23">2021</span> <i title="Proceedings of the National Academy of Sciences"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nvtuoas5pbdsllkntnhizy4f4q" style="color: black;">Proceedings of the National Academy of Sciences of the United States of America</a> </i> &nbsp;
Each individual term referring to the political out-group increased the odds of a social media post being shared by 67%.  ...  and about 6.7 times as strong as that of moral-emotional language—both established predictors of social media engagement.  ...  By comparison, political in-group words, as well as measures of discrete emotions, such as positive emotion words, negative emotion words, and moral-emotional words, were relatively weak predictors of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1073/pnas.2024292118">doi:10.1073/pnas.2024292118</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34162706">pmid:34162706</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8256037/">pmcid:PMC8256037</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kcijrx6pb5cv5mlguli66nohhi">fatcat:kcijrx6pb5cv5mlguli66nohhi</a> </span>
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