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Analysis of Techniques for Rumor Detection in Social Media

Ajeet Ram Pathak, Aditee Mahajan, Keshav Singh, Aishwarya Patil, Anusha Nair
<span title="">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cx3f4s3qmfe6bg4qvuy2cxezyu" style="color: black;">Procedia Computer Science</a> </i> &nbsp;
The openness and unrestricted way to share the information on social media platforms fosters information spread across the network regardless of its credibility.  ...  The ubiquitous nature of social media platforms resulted into generation of large amount of multimedia data in social networks.  ...  [29] emphasize on extracting features from user replies which consist of texts of comments and retweets of a specific social activity for recognizing event rumors on Weibo.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2020.03.281">doi:10.1016/j.procs.2020.03.281</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/olei4mxf3rbhhgttbzyff4iz7a">fatcat:olei4mxf3rbhhgttbzyff4iz7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200420224027/https://pdf.sciencedirectassets.com/280203/1-s2.0-S1877050920X00056/1-s2.0-S187705092030747X/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEPf%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIGutzGcWlets8Ci9GWZXVuQjgl8xOlpxQy3ztdExeJ4QAiEA1qoDxhdQZqfRAeYnt8a11iQdsi7dh7pr8FzIfH901JsqtAMIHxADGgwwNTkwMDM1NDY4NjUiDCUdhE6SVI4P2b0IwiqRAw9QTO4prpDSZgZRQOcMxCEbJYuEBjdVprC7bpLnjl6JqH1hMnZ3pw9T79EyP5LOEGAH5M7owtTO63xfJhkPkB8iaWADFO4fUjFCF0K1vjtbrDFf8gBIz4Q1yuISIWlj3WQPrkwyvpI%2BsmYet6PXdhBkNvKarB97Y8fkTiyWYm9p2plP9HfD8w7bXStsu8hU4mmbrd4MfgfXpy3i4mWDmSfb5SBiuNy8bP3MleK%2FEhVzMRsCEKcO54%2BI%2BBSQPb%2BiLwpnLOZeZ3rwn1kjB7KXg7272CRJzBSrCD95V%2B4fN9t8cZu%2FMyv0mEB2w7DAc1uZpatrxw2jfBfhR%2BxZi23h2ulo1cQgbQqHtmkw4%2BMDnhXiLrYdIfI8sIc5k474ZDjM14CpYOQwb6%2FzYK2svx4SdQgPhUXz4AOci42RQxFZx6B8dsgdEdPtGU%2BLPauK1vlzQw4tC9LMk2fivjvXYsJdk%2B8Qf130IzK5ciIDal9WPJm0vxl0g6PBiIlV54ZVWSDJPSFuJoArkv2TO2%2FNYl7tXnGfMLG9%2BPQFOusB9KAWIVRwZbXdQv0IdeCZKNYF%2Ffk8FTwKYq4fqeubDQoDuf8l%2Bkh1CGxkjcKIgFNzt7rYiFtkDoLfCiXEPxi41KS4Wh89t%2BCGD75pvJ9OBJf%2FqnQXenMDiDpZbe%2Br8cBAqK1SjgCLJX4qfoOAv2E1lzbt0XZCZqKlcuhJGZD4FSl1BqMQZszuQEK0xnkNqrAR17LrspwrLJyAZS%2B9i1RQakeUd%2FBOSs7vI7cWi%2FdpF2RJjeDo226gZ%2FciCg808Fd7JPN7ozOPtX9pqaXcxd%2FYykEx8pv94IY2bnlPz9N2WmrzR23BmJsCvpawiQ%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20200420T224022Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYWOOQOTWL%2F20200420%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=5dd6df7e78af7a6d5c17bfa049b82e368afa528489e2ae84116d99795a1df2c4&amp;hash=89e04cf8423c4168dcd4ce6e6790c793e9c69d0d2ed389e0c909e1feff1b0805&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S187705092030747X&amp;tid=spdf-efc7d389-6129-454e-8bb9-3b4e28856f28&amp;sid=d0aca44e82a20442e32b92584c1c471a15b2gxrqa&amp;type=client" 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/ad/53/ad5348a8de95f9d845df24389c9cea1709310e57.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2020.03.281"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Automatic Rumor Detection on Microblogs: A Survey [article]

Juan Cao, Junbo Guo, Xirong Li, Zhiwei Jin, Han Guo, Jintao Li
<span title="2018-07-10">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The ever-increasing amount of multimedia content on modern social media platforms are valuable in many applications.  ...  We give our suggestions for future rumors detection on microblogs as a conclusion.  ...  Social media users not only read news but also propagate and even produce immediate news on the social network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1807.03505v1">arXiv:1807.03505v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kvwukm7kofhyfd3yjlajagoxce">fatcat:kvwukm7kofhyfd3yjlajagoxce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191019232319/https://arxiv.org/pdf/1807.03505v1.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/ef/3e/ef3eeb1af61e6fe57df8f66360608a0c322e5cfc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1807.03505v1" 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>

Web Information Credibility: From Web 1.0 to Web 2.0

Jie Zhao, Xiaoyang Lu, Xueya Wang, Zheng Ma
<span title="2015-07-31">2015</span> <i title="Science and Engineering Research Support Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cjfkr6nrjbcjrhn6a6mvtme4ay" style="color: black;">International Journal of u- and e- Service, Science and Technology</a> </i> &nbsp;
This eventually has a substantial impact on Web information utilization. For example, faked Web information will lead to wrong decision in business areas.  ...  Thus, in this paper we review the current advances in the researches on Web information credibility, including related systems and methods for Web 1.0 information as well as existing studies on microblog  ...  Social Network Modeling for Microblogs Microblogging platforms provide a social network for users.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijunesst.2015.8.7.16">doi:10.14257/ijunesst.2015.8.7.16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gsfhrhpkrfhsrcafmxin6qg5a4">fatcat:gsfhrhpkrfhsrcafmxin6qg5a4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180603192615/http://www.sersc.org/journals/IJUNESST/vol8_no7/16.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/c9/35/c935c488b8145a65f16ef4f021b8a274d41f616f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijunesst.2015.8.7.16"> <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>

Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content

Weiming Wen, Songwen Su, Zhou Yu
<span title="">2018</span> <i title="Association for Computational Linguistics"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u3ideoxy4fghvbsstiknuweth4" style="color: black;">Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing</a> </i> &nbsp;
Previous rumor verification research only utilizes multimedia as input features. We propose not to use the multimedia content but to find external information in other news platforms pivoting on it.  ...  With the increasing popularity of smart devices, rumors with multimedia content become more and more common on social networks. The multimedia information usually makes rumors look more convincing.  ...  They developed a tool for journalists to search for and assess sources in social media around breaking news events.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1385">doi:10.18653/v1/d18-1385</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/emnlp/WenSY18.html">dblp:conf/emnlp/WenSY18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6jvnfohi6vd2zecmtge2umagdy">fatcat:6jvnfohi6vd2zecmtge2umagdy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505010644/https://www.aclweb.org/anthology/D18-1385.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/38/86/3886fc8278d4623d5de4345d4b59f0af76fb3473.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18653/v1/d18-1385"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content [article]

Weiming Wen and Songwen Su and Zhou Yu
<span title="2018-08-28">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Previous rumor verification research only utilizes multimedia as input features. We propose not to use the multimedia content but to find external information in other news platforms pivoting on it.  ...  With the increasing popularity of smart devices, rumors with multimedia content become more and more common on social networks. The multimedia information usually makes rumors look more convincing.  ...  They developed a tool for journalists to search for and assess sources in social media around breaking news events.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1808.04911v2">arXiv:1808.04911v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3exzmmmuenbsbev4qoysxto5r4">fatcat:3exzmmmuenbsbev4qoysxto5r4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191025042404/https://arxiv.org/pdf/1808.04911v2.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/f9/0b/f90b813b2aa5f240d94fbe4aa893078ebf69e92b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1808.04911v2" 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>

A Death in the Timeline

Amelia Acker
<span title="2018-12-20">2018</span> <i title="Library Juice Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g2mjvbcklzb4rbnsds7l6fwws4" style="color: black;">Journal of Critical Library and Information Studies</a> </i> &nbsp;
authored by state actors features in to new forms of information control, civic engagement, and networked information technologies.  ...  This paper explores a Life Event post from Facebook as a point of departure for critical data studies to understand how social media metadata shapes digital cultural memory and the disciplining of data  ...  unfold and change as the platform grows, rolls out new features, adds new features or pulls support from others.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24242/jclis.v2i2.66">doi:10.24242/jclis.v2i2.66</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3uytpoxrp5hipo7ts3l6sny2su">fatcat:3uytpoxrp5hipo7ts3l6sny2su</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709231654/https://journals.litwinbooks.com/index.php/jclis/article/download/66/37" 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/ac/c5acd75ccc5c99ea06e267b5e5010603469aedc7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24242/jclis.v2i2.66"> <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>

MediaFinder

Raphaël Troncy, Vuk Milicic, Giuseppe Rizzo, José Luis Redondo García
<span title="">2013</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 22nd International Conference on World Wide Web - WWW &#39;13 Companion</a> </i> &nbsp;
We present a framework that leverages on: (i) visual features from media items for near-deduplication and (ii) textual features from status updates to enrich, cluster and generate storyboards.  ...  However, these images and videos are spread over multiple social networks.  ...  While these two approaches position the role of a social platform as a container of fresh and breaking news items, they are leveraging on user interactions for creating stories as a supervised task.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2487788.2488048">doi:10.1145/2487788.2488048</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/TroncyM0G13.html">dblp:conf/www/TroncyM0G13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fg3nttjflbgrtgrklo7h4oafzq">fatcat:fg3nttjflbgrtgrklo7h4oafzq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812062016/http://www.eurecom.fr/~troncy/Publications/Troncy-ramss13.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/71/21/7121c4a367413b0e26510593cece257cefbf7ff9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2487788.2488048"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Predicting image credibility in fake news over social media using multi-modal approach

Bhuvanesh Singh, Dilip Kumar Sharma
<span title="2021-05-24">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a3wauupnbbdj7hbo62upc6grdq" style="color: black;">Neural computing &amp; applications (Print)</a> </i> &nbsp;
The proposed framework utilizes explicit convolution neural network model EfficientNetB0 for images and sentence transformer for text analysis.  ...  The model is also verified against the newly created latest Twitter dataset containing images based on India's significant events in 2020.  ...  SpotFake, on the other hand, uses VGG19 for extracting image feature vector and BERT transformer for text feature extraction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00521-021-06086-4">doi:10.1007/s00521-021-06086-4</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34054227">pmid:34054227</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8143443/">pmcid:PMC8143443</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h2uxvbdyljgxhgneaidvzdle6i">fatcat:h2uxvbdyljgxhgneaidvzdle6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716171043/https://link.springer.com/content/pdf/10.1007/s00521-021-06086-4.pdf?error=cookies_not_supported&amp;code=4145772b-4089-4110-b77c-9fe66a839fc1" 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/a9/e3/a9e3f7917920b099cf7b72ca33ca874a49bb008a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00521-021-06086-4"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8143443" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Internet False News Information Feature Extraction and Screening Based on 5G Internet of Things Combined with Passive RFID

Dahai Hu, Qiong Xia, Akshi Kumar
<span title="2021-12-30">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3wwzxqpotbc73bzpemzybzg7ee" style="color: black;">Computational Intelligence and Neuroscience</a> </i> &nbsp;
information feature extraction and screening platform is formed for the orderly management and reasonable dispatch of government resources and reducing various risks.  ...  In this paper, the authenticity of news information on the 5G Internet of Things (IoT) is studied, and a network false news information screening platform is designed and optimized by IoT combined with  ...  Research on 5G IoT News Feature Extraction Platform Related Work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/9696472">doi:10.1155/2021/9696472</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/35003250">pmid:35003250</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8739546/">pmcid:PMC8739546</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rccs42z3zvcxzmyaksobmqzpkm">fatcat:rccs42z3zvcxzmyaksobmqzpkm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220124064104/https://downloads.hindawi.com/journals/cin/2021/9696472.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/b1/05/b105f3e5f803221641930ec2a27d1d53a2bb56c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/9696472"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8739546" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Understanding social media beyond text: a reliable practice on Twitter

Qixuan Hou, Meng Han, Feiyang Qu, Jing Selena He
<span title="2021-01-30">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/57o5y4hm2rgexgjtw745w52asu" style="color: black;">Computational Social Networks</a> </i> &nbsp;
In this paper, we introduce an effective and efficient framework for event detection with social media data.  ...  Besides, based on our analysis, we also look into the content of these images to further explore the space of social media studies.  ...  Acknowledgements We thank for all the valuable comments provided by the reviewers. Authors' contributions JH led the overall evaluation and guided the analysis structure.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40649-021-00088-x">doi:10.1186/s40649-021-00088-x</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/olixeicpsnhuzi2uywbkfiiwli">fatcat:olixeicpsnhuzi2uywbkfiiwli</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210209112114/https://computationalsocialnetworks.springeropen.com/track/pdf/10.1186/s40649-021-00088-x.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/f5/59/f55949b6c354beae21e6097ecde7878ee7177840.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s40649-021-00088-x"> <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>

It Doesn't Break Just on Twitter. Characterizing Facebook content During Real World Events [article]

Prateek Dewan, Ponnurangam Kumaraguru
<span title="2014-05-19">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We believe that social media platforms like Facebook also play a vital role in disseminating information on the Internet during real world events.  ...  Multiple studies in the past have analyzed the role and dynamics of the Twitter social network during real world events.  ...  We extracted the app / platform using which these URLs were posted, and found that 271 out of the 382 URLs (70.94%) were posted using the same source / social media management platform on both the networks  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1405.4820v1">arXiv:1405.4820v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/46giddiaejhp3ahhgotv3tbgkq">fatcat:46giddiaejhp3ahhgotv3tbgkq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191013130718/https://arxiv.org/pdf/1405.4820v1.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/05/f4/05f4b5beaa42a18449131fdf5112669956bb565f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1405.4820v1" 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>

VizResearch: Linking the Knowledge of People and the People with Knowledge

Sarah Masud, Monjura Afrin, Farhana Murtaza Choudhury, Syed Ishtiaque Ahmed
<span title="">2012</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cx3f4s3qmfe6bg4qvuy2cxezyu" style="color: black;">Procedia Computer Science</a> </i> &nbsp;
Although the booming growth of social networking sites has already captured huge audience from academic field, research shows existent Social Networking Services (SNSs) are mostly hedonic thus having a  ...  Hence our solution VizResearch unifies fragmented functionalities across existing platforms and brings all research beneficent features under a single hood.  ...  One can also join such event as this virtual participation notifies him about that event via SMS and e-mail before due date. These features tie people, event, time and location together.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2012.04.156">doi:10.1016/j.procs.2012.04.156</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7xvfdanovncolldtkg3f2sxnfq">fatcat:7xvfdanovncolldtkg3f2sxnfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170925082210/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/253/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMTg3NzA1MDkxMjAwMjc3Mw%3D%3D.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/13/e0/13e03a8ef963cc7f99776382284977bcb3be3319.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.procs.2012.04.156"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

An Approach for Sentiment Analysis using Neural Network

Varsha Hole, Madhuri Chavan, Tanuja Gavhane | Prof. Sunil Yadav
<span title="2018-06-30">2018</span> <i title="South Asia Management Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oarwpnpqjjfbbkyptszxdp4ch4" style="color: black;">International Journal of Trend in Scientific Research and Development</a> </i> &nbsp;
on various social media platforms for the user.  ...  For this research we take assistance from the Machine Learning algorithmic rules and neural networks.  ...  on various social media platforms for the user.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31142/ijtsrd14452">doi:10.31142/ijtsrd14452</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gft45nvxnndllbadziv6dvuqda">fatcat:gft45nvxnndllbadziv6dvuqda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220224163957/https://www.ijtsrd.com/papers/ijtsrd14452.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/80/1a/801a1033d0d4dfc42626fb88a2f01d76a578206f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.31142/ijtsrd14452"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Cross-Domain Transfer Learning Prediction of COVID-19 Popular Topics Based on Knowledge Graph

Xiaolin Chen, Qixing Qu, Chengxi Wei, Shudong Chen
<span title="2022-03-24">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hijy7jexkvcipg3tulqv73bck4" style="color: black;">Future Internet</a> </i> &nbsp;
As a platform for users to communicate and share information online, social networks are often the source of public opinion about emergencies.  ...  Considering the relevance and transmissibility of the same event in different social networks, this paper takes the COVID-19 outbreak as the background and selects the platforms Weibo and TikTok as the  ...  Based on transfer learning, the cross-domain prediction problem of the prevalence of new text messages on the social network platform was studied. Weibo COVID dataset.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/fi14040103">doi:10.3390/fi14040103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/shffd7rtsff4zlssyu7zyxcwhy">fatcat:shffd7rtsff4zlssyu7zyxcwhy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220422090006/https://mdpi-res.com/d_attachment/futureinternet/futureinternet-14-00103/article_deploy/futureinternet-14-00103.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/9d/c8/9dc8671cc9eaf26dc2a4018cfe6beee56f8bc0ed.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/fi14040103"> <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>

Toward Semantic Mobile Web 2.0 through Multiagent Systems [chapter]

Gonzalo A. Aranda-Corral, Joaquín Borrego-Díaz, Fernando Gómez-Marín
<span title="">2009</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
The multiagent system creates an agent for each event, which suggests and manages several semantic features linked to an Ontology related to events.  ...  Our proposal aims to build a Mobile Web 2.0 platform for the dissemination of interesting events, captured by users through mobile phones.  ...  Features of Mobile Web 2.0 "Mobile Web 2.0" (MW2.0) designation adresses to a new realm of platforms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-01665-3_40">doi:10.1007/978-3-642-01665-3_40</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wman7riuzjhp5gukhytpjegv3m">fatcat:wman7riuzjhp5gukhytpjegv3m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723013535/https://idus.us.es/xmlui/bitstream/handle/11441/75218/Toward%20Semantic%20Mobile.pdf;jsessionid=EC10080A401034F14BEBC5166379692A?sequence=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/d5/ff/d5ff5ce90e1ae3068c73696dd643027840d44dfb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-01665-3_40"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>
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