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Latent Sentiment Detection in Online Social Networks: A Communications-oriented View [article]

Rohit Negi, Vinay Uday Prabhu, Miguel Rodrigues
<span title="2014-01-09">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, we consider the problem of latent sentiment detection in Online Social Networks such as Twitter.  ...  In doing so, we introduce a novel communications-oriented framework for characterizing the probability of error, based on information-theoretic analysis.  ...  CONCLUSION In this paper, we have introduced a novel communications-inspired framework for analyzing probability of error of network-aided detection of latent sentiment in Online Social Networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1401.2113v1">arXiv:1401.2113v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tgbpjpgplvcz5ltkdxgxzgmwbq">fatcat:tgbpjpgplvcz5ltkdxgxzgmwbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200822051052/https://arxiv.org/pdf/1401.2113v1.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/d3/42/d34295016fd378054df673db1be5afc341858d2a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1401.2113v1" 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>

Modeling Social Networks using Data Mining Approaches-Review

Fatima Hassan, Suhad Faisal Behadili
<span title="2022-03-30">2022</span> <i title="University of Baghdad College of Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jnmje5xlu5hrngctv2gffrg4ea" style="color: black;">Iraqi Journal of Science</a> </i> &nbsp;
Data mining is the most important rule for uncovering hidden data in large datasets, especially in social network analysis, and it demonstrates the most important social media technology.  ...  Afterward a watchful evaluation of these papers, it has beeniscovered that numerous data extraction approaches were utilized with social media data to report a number of various research goals in several  ...  Detection of Community states to the abstraction sets implied in a network.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24996/ijs.2022.63.3.35">doi:10.24996/ijs.2022.63.3.35</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dnpkdkzssjhvbarxa22hc4cu2i">fatcat:dnpkdkzssjhvbarxa22hc4cu2i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220508002502/https://ijs.uobaghdad.edu.iq/index.php/eijs/article/download/3829/2510" 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/f4/f5f4a2624a6857f414076918e8c03abd417b97af.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24996/ijs.2022.63.3.35"> <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 networking data analysis tools & challenges

Androniki Sapountzi, Kostas E. Psannis
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/idqeix2ukbd5fbgjjdkjmaj3ka" style="color: black;">Future generations computer systems</a> </i> &nbsp;
Online Social Network's (OSN) considered a spark that burst the Big Data era.  ...  Key analysis practices include social network analysis, sentiment analysis, trend analysis and collaborative recommendation.  ...  Online Social Network (OSN) is a contemporary type of network whose history is relatively short but turbulent.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2016.10.019">doi:10.1016/j.future.2016.10.019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cqlp423pv5heplujb63qo7c6yq">fatcat:cqlp423pv5heplujb63qo7c6yq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709203416/https://ruomo.lib.uom.gr/bitstream/7000/475/1/KPsannis%20%20Social%20Networking%20Data%20Analysis%20Tools%20%26%20Challenges%20pdf.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/24/2c/242ca1b0b3ecb129ed7c496872a9eb30bbfce460.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.future.2016.10.019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Modeling Influence with Semantics in Social Networks: a Survey [article]

Gerasimos Razis, Ioannis Anagnostopoulos, Sherali Zeadally
<span title="2018-10-04">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In recent years, Online Social Networks (OSNs) have been established as a basic means of communication and often influencers and opinion makers promote politics, events, brands or products through viral  ...  In this work, we present a systematic review across i) online social influence metrics, properties, and applications and ii) the role of semantic in modeling OSNs information.  ...  Another sentiment-based framework is proposed in [28] , where sentiment is discovered through exchanged messages among users in online health communities.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.09961v3">arXiv:1801.09961v3</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mnwvsphxgjdcvlu6vsn6g6pv5e">fatcat:mnwvsphxgjdcvlu6vsn6g6pv5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191027173954/https://arxiv.org/pdf/1801.09961v3.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/63/b1/63b1d66b87b0f541f6901057bb9ef6d94f387b6c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1801.09961v3" 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>

Approval network: a novel approach for sentiment analysis in social networks

E. Fersini, F. A. Pozzi, E. Messina
<span title="2016-10-11">2016</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tdniohqnfvcqrpinoqffpwlpgq" style="color: black;">World wide web (Bussum)</a> </i> &nbsp;
The data-centric impetus and the development of online social networks has led to a significant amount of research that is nowadays more flexible in demonstrating several sociological hypotheses, such  ...  In this paper, we propose Approval Network as a novel graph representation to jointly model homophily and constructuralism, which is intended to better represent the contagion on social networks.  ...  Approval networks Approving contents is a well adopted practice in online social networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-016-0419-8">doi:10.1007/s11280-016-0419-8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hna42zri4nawfpf6zczu7i3doa">fatcat:hna42zri4nawfpf6zczu7i3doa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715064245/https://boa.unimib.it/retrieve/handle/10281/135588/459480/Approval%20network%20a%20novel%20approach%20for%20sentiment%20analysis%20in%20social%20networks.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/d4/45/d4457a279db0a95e98c4dfc82dab8883d4d5411e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11280-016-0419-8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Neural Network Based Context Sensitive Sentiment Analysis

S. Suruthi, M. Pradeeba, A. Sumaiya, J.I Sheeba
<span title="2015-03-16">2015</span> <i title="Association of Technology and Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lhvdmzuqxreinc3m4ancngr4qi" style="color: black;">International Journal of Computer Applications Technology and Research</a> </i> &nbsp;
Social media communication is evolving more in these days.  ...  The conversation and the posts available in social media are unstructured in nature. So sentiment analysis will be a challenging work in this platform.  ...  Sentiment classification has received considerable attention in the natural language processing research community due to its many useful applications such as online product review classification and opinion  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7753/ijcatr0403.1004">doi:10.7753/ijcatr0403.1004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ozmn7oxktrghlgic4mgqb4pnga">fatcat:ozmn7oxktrghlgic4mgqb4pnga</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180603090048/http://ijcat.com/archives/volume4/issue3/ijcatr04031004.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/4b/06/4b06937a0e2df1015ac90db1061278dccae1f42d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.7753/ijcatr0403.1004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Graph spectral characterization of the XY model on complex networks

Paul Expert, Sarah de Nigris, Taro Takaguchi, Renaud Lambiotte
<span title="2017-07-11">2017</span> <i title="American Physical Society (APS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5pgnwkvlevhybgsbuc3q7fchx4" style="color: black;">Physical review. E</a> </i> &nbsp;
In this work, we present a novel way to characterise the macroscopic states of the XY spin model based on the spectral decomposition of time series using topological information about the underlying networks  ...  There is recent evidence that the XY spin model on complex networks can display three different macroscopic states in response to the topology of the network underpinning the interactions of the spins.  ...  "Latent sentiment detection in Online Social Networks: A communications-oriented view.Nowadays, connection through online social network, n is large § Sentiments of connected friends are more likely to  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physreve.96.012312">doi:10.1103/physreve.96.012312</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29347091">pmid:29347091</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bizxpowtcrg3zmvhfoq2totviy">fatcat:bizxpowtcrg3zmvhfoq2totviy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227104829/http://pdfs.semanticscholar.org/7eff/7117f40069f3a84da5afcafe0bc784b75a16.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/7e/ff/7eff7117f40069f3a84da5afcafe0bc784b75a16.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1103/physreve.96.012312"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> aps.org </button> </a>

Mining Online Social Data for Detecting Social Network Mental Disorders [article]

Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
<span title="2017-06-06">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Our framework is evaluated via a user study with 3126 online social network users.  ...  Instead, we propose a machine learning framework, namely, Social Network Mental Disorder Detection (SNMDD), that exploits features extracted from social network data to accurately identify potential cases  ...  online social networks (OSNs) have become a part of many people's daily lives.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1702.03872v4">arXiv:1702.03872v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ieexhj3i4fcojjvzo76ceifmpq">fatcat:ieexhj3i4fcojjvzo76ceifmpq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200914081448/https://arxiv.org/pdf/1702.03872v4.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/7e/4e/7e4ef046a76e6a446b783c63b86cd165c1b6f284.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1702.03872v4" 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>

Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach [article]

Hamed Jelodar, Yongli Wang, Rita Orji, Hucheng Huang
<span title="2020-04-24">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Moreover, we also investigate how to use LSTM recurrent neural network for sentiment classification of COVID-19 comments.  ...  Internet forums and public social media, such as online healthcare forums, provide a convenient channel for users (people/patients) concerned about health issues to discuss and share information with each  ...  This work has been awarded by the National Natural Science Ethical Approval All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.11695v1">arXiv:2004.11695v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/akjduwwovjcwxbmidylj63ptd4">fatcat:akjduwwovjcwxbmidylj63ptd4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505122257/https://arxiv.org/pdf/2004.11695v1.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/95/08/950850e22e42201f152d90dc6f53d53e39d37657.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2004.11695v1" 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>

Making sense of tweets using sentiment analysis on closely related topics

Sarvesh Bhatnagar, Nitin Choubey
<span title="2021-05-03">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3xvqvdkqejfvdeozx2l3c3rxti" style="color: black;">Social Network Analysis and Mining</a> </i> &nbsp;
such online social networks.  ...  We propose an architecture that combines sentiment analysis and community detection to get an overall sentiment of related topics.  ...  Introduction Online social networks (OSNs) have been burgeoning in recent years (Alamsyah et al. 2021) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13278-021-00752-0">doi:10.1007/s13278-021-00752-0</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33968279">pmid:33968279</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8092971/">pmcid:PMC8092971</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jvgm5k5qpjac3mftq4uf2hr3fu">fatcat:jvgm5k5qpjac3mftq4uf2hr3fu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717223828/https://link.springer.com/content/pdf/10.1007/s13278-021-00752-0.pdf?error=cookies_not_supported&amp;code=5b40c7b0-a227-431b-91a6-318bb3fb0cb6" 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/f6/8a/f68a71692368c68c05a7acb70abfb87b1d376b45.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13278-021-00752-0"> <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/PMC8092971" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Sentiment Analysis in Social Networks: A Methodology Based on the Latent Dirichlet Allocation Approach

Domenico Santaniello, Francesco Colace, Marco Lombardi, Francesco Pascale, Fabio Clarizia
<span title="">2019</span> <i title="Atlantis Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q47jwxc36zhozejiwja7mtgcsu" style="color: black;">Proceedings of the 2019 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)</a> </i> &nbsp;
The detection and analysis of sentiment in textual communication is a topic attracting attention in both academia and industry.  ...  This paper presents a methodology for the detection of sentiment in textual contents using a methodology based on the Latent Dirichlet Allocation (LDA) approach and a word-based graphical model, the mixed  ...  The input of this module are a generic document, a positive and negative sentiment oriented mixed graph of terms and the output is the sentiment detected in the input document.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2991/eusflat-19.2019.36">doi:10.2991/eusflat-19.2019.36</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/eusflat/SantanielloCLPC19.html">dblp:conf/eusflat/SantanielloCLPC19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/len4ti7ja5hpbhup4ocbou5gge">fatcat:len4ti7ja5hpbhup4ocbou5gge</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210715153841/https://www.atlantis-press.com/article/125914806.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/35/3f/353f9182bc1ae27a7208a5867a9ef5e74c09d025.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2991/eusflat-19.2019.36"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Mining Online Social Data for Detecting Social Network Mental Disorders

Hong-Han Shuai, Chih-Ya Shen, De-Nian Yang, Yi-Feng Lan, Wang-Chien Lee, Philip S. Yu, Ming-Syan Chen
<span title="">2016</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 25th International Conference on World Wide Web - WWW &#39;16</a> </i> &nbsp;
Our framework is evaluated via a user study with 3126 online social network users.  ...  Instead, we propose a machine learning framework, namely, Social Network Mental Disorder Detection (SNMDD), that exploits features extracted from social network data to accurately identify potential cases  ...  online social networks (OSNs) have become a part of many people's daily lives.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2872427.2882996">doi:10.1145/2872427.2882996</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/ShuaiSYLLYC16.html">dblp:conf/www/ShuaiSYLLYC16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l4cds32lovc7bmzkgh4usnhdpy">fatcat:l4cds32lovc7bmzkgh4usnhdpy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170517121700/http://www2016.net:80/proceedings/proceedings/p275.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/e7/ae/e7ae95654ea696ae3384191aa27202dd6032290f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2872427.2882996"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

E-learning Text Sentiment Classification Using Hierarchical Attention Network (HAN)

Abdessamad Chanaa, Nour-eddine El Faddouli
<span title="2021-07-13">2021</span> <i title="International Association of Online Engineering (IAOE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2mtfrrh4zrcn5opulbqvn7baxm" style="color: black;">International Journal of Emerging Technologies in Learning (iJET)</a> </i> &nbsp;
Massive Open Online Courses (MOOCs) have recently become a very motivating research field in education.  ...  The classification method implemented the Hierarchical Attention Network (HAN) algorithm; it combines the attention mechanism with a hierarchical network that simulates the same hierarchical structure  ...  In elearning discussion forums, detecting a learner sentiment orientation across his learning process becomes a necessity to analyse his behaviour and yield.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3991/ijet.v16i13.22579">doi:10.3991/ijet.v16i13.22579</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/khf6zcnbnffvfh3dvma5x5x5jm">fatcat:khf6zcnbnffvfh3dvma5x5x5jm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717082411/https://online-journals.org/index.php/i-jet/article/download/22579/9577" 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/f2/94/f294c967af2340de2bce62301f532e74b4e650ef.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3991/ijet.v16i13.22579"> <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>

Research on Sentiment Tendency and Evolution of Public Opinions in Social Networks of Smart City

Yanni Liu, Dongsheng Liu, Yuwei Chen
<span title="">2020</span> <i title="Hindawi-Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y3fh56bfunh5fgneywwba6d4ke" style="color: black;">Complexity</a> </i> &nbsp;
social networks of a smart city.  ...  In view of social networks' characteristics such as short text, rich topics, diverse sentiments, and timeliness, this paper conducts text modeling with words co-occurrence based on the topic model.  ...  text comments in social networks. e hot events of public opinion refer that personal opinions are released on upcoming or already happened events by online communication tools and network platforms [2  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/9789431">doi:10.1155/2020/9789431</a> <a target="_blank" rel="external noopener" href="https://doaj.org/article/ea59ea043b7a47fb84addff8c20af4da">doaj:ea59ea043b7a47fb84addff8c20af4da</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ootud5h3ljflzcoobfe2p67xom">fatcat:ootud5h3ljflzcoobfe2p67xom</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201104004913/http://downloads.hindawi.com/journals/complexity/2020/9789431.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/a3/23/a32347a77ac98686b0cd42f8d272ceace141f910.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/9789431"> <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>

Echo chamber detection and analysis

Giacomo Villa, Gabriella Pasi, Marco Viviani
<span title="2021-08-21">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3xvqvdkqejfvdeozx2l3c3rxti" style="color: black;">Social Network Analysis and Mining</a> </i> &nbsp;
To this aim, we propose an approach based on the application of a community detection strategy to distinct topology- and content-aware representations of the COVID-19 conversation graph.  ...  sources, microblogging platforms, in particular, in a variety of contexts including that of health.  ...  graph, it can be concluded that Community B, which seems more politically oriented, presents a much more negative sentiment than Community A, which seems more scientifically oriented. , spread, corona  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13278-021-00779-3">doi:10.1007/s13278-021-00779-3</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34457082">pmid:34457082</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8379609/">pmcid:PMC8379609</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ho6twmkqv5fonbdpe6rveqoixm">fatcat:ho6twmkqv5fonbdpe6rveqoixm</a> </span>
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