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Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency [article]

Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Ralph Ewerth
<span title="2020-10-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Several measures are suggested to calculate cross-modal similarity for these entities using state of the art approaches.  ...  In this paper, we introduce a novel task of cross-modal consistency verification in real-world news and present a multimodal approach to quantify the entity coherence between image and text.  ...  Another interesting direction of research is to investigate the impact of other entity types (e.g., time), entity relations, as well as relations between the overall textual and visual sentiment to increase  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.10421v2">arXiv:2003.10421v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bqrn4xzc4zhovohco7wwx74xby">fatcat:bqrn4xzc4zhovohco7wwx74xby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201030122942/https://arxiv.org/pdf/2003.10421v2.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/49/35/4935a2e602734a99a848900d6b3fee8ced32cfa3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2003.10421v2" 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>

Multimodal news analytics using measures of cross-modal entity and context consistency

Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Sherzod Hakimov, Ralph Ewerth
<span title="2021-04-28">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/prsrkwgmmjas7elf5ki2xrsyvm" style="color: black;">International Journal of Multimedia Information Retrieval</a> </i> &nbsp;
The quantification of the cross-modal consistency of entity representations can assist human assessors' evaluation of the overall multimodal message.  ...  In this paper, we present a multimodal approach to quantify the entity coherence between image and text in real-world news.  ...  We are very grateful to Avishek Anand (L3S Research Center, Leibniz University Hannover) for his valuable comments that improved the quality of the paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s13735-021-00207-4">doi:10.1007/s13735-021-00207-4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bhi7vavllnft3dwx6rw57eqckq">fatcat:bhi7vavllnft3dwx6rw57eqckq</a> </span>
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Cross-media analysis and reasoning: advances and directions

Yu-xin Peng, Wen-wu Zhu, Yao Zhao, Chang-sheng Xu, Qing-ming Huang, Han-qing Lu, Qing-hua Zheng, Tie-jun Huang, Wen Gao
<span title="">2017</span> <i title="Zhejiang University Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/unfhdanhlzbx3o7vuqvfoy34pm" style="color: black;">Frontiers of Information Technology &amp; Electronic Engineering</a> </i> &nbsp;
However, to the best of our knowledge, no existing work has summarized the state-of-the-art methods for cross-media analysis and reasoning or presented advances, challenges, and future directions for the  ...  To address these issues, we provide an overview as follows: (1) theory and model for cross-media uniform representation; (2) cross-media correlation understanding and deep mining; (3) cross-media knowledge  ...  Acknowledgements The authors would like to thank Peng CUI, Shi-kui WEI, Ji-tao SANG, Shu-hui WANG, Jing LIU, and Bu-yue QIAN for their valuable discussions and assistance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1631/fitee.1601787">doi:10.1631/fitee.1601787</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dqnizhdlbfhpvodzkhv5nlarxq">fatcat:dqnizhdlbfhpvodzkhv5nlarxq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190503043649/https://link.springer.com/content/pdf/10.1631%2FFITEE.1601787.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/d1/aa/d1aa4a707be30f68f237eae0208cfc0622ea299e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1631/fitee.1601787"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

The RaiNewsbook

Maurizio Montagnuolo, Alberto Messina
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 21st international conference companion on World Wide Web - WWW &#39;12 Companion</a> </i> &nbsp;
This paper presents a novel framework for multimodal news data aggregation, retrieval and browsing.  ...  The system is accessible through a Web interface supporting interactive navigation and exploration of large-scale collections of news stories at the topic and context levels.  ...  A generalised cross-modal clustering method applied to multimedia news semantic indexing and retrieval.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2187980.2188056">doi:10.1145/2187980.2188056</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/MontagnuoloM12.html">dblp:conf/www/MontagnuoloM12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sz3qfziiefddnobghrpmotsce4">fatcat:sz3qfziiefddnobghrpmotsce4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120528105658/http://www2012.org/proceedings/companion/p389.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/21/84/218410b2c562fb8be284de0bc9c24e2518b1b774.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2187980.2188056"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback [article]

Anumeha Agrawal, Rosa Anil George, Selvan Sunitha Ravi, Sowmya Kamath S, Anand Kumar M
<span title="2020-06-16">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We use these multimodal data sources to construct a composite representation, which is used for training machine learning classifiers to predict the class labels.  ...  We propose a multimodal analytical framework that analyzes the candidate in an interview scenario and provides feedback for predefined labels such as engagement, speaking rate, eye contact, etc.  ...  We used 3 fold crossvalidation to ensure that our models perform well in the real world as well.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.07909v2">arXiv:2006.07909v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jd2jdmjmxve35m62iy3dp7bmfy">fatcat:jd2jdmjmxve35m62iy3dp7bmfy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200831193644/https://arxiv.org/pdf/2006.07909v2.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/63/3b/633b489ca0722d3bee3e09bc6dee5e4133d27429.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.07909v2" 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 Framework For Large-Scale Analysis Of Video "In The Wild" To Assist Digital Forensic Examination

Apostolos Axenopoulos, Volker Eiselein, Antonio Penta, Eugenia Koblents, Ernesto La Mattina, Petros Daras
<span title="2017-12-04">2017</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The framework supports distributed processing, with easy deployment of the services in clusters of multiple workstations, making the proposed solution appropriate for big data analytics tasks.  ...  These tools exploit the latest advances in machine learning, including deep neural networks, to handle the challenges in processing content from real-world data sources.  ...  The authors would like to thank the London Metropolitan Police, UK, for providing the CCTV video footage and for giving permission to process the dataset for research purposes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1071749">doi:10.5281/zenodo.1071749</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fdq74cdiurh3biqnsewscbjmdy">fatcat:fdq74cdiurh3biqnsewscbjmdy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201225222326/https://zenodo.org/record/1071750/files/SP_SPSI-2017-03-0072.R1_Axenopoulos.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/bc/de/bcde86b3e92916a323010ca27266845c53dbff53.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1071749"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

A multi-modal network architecture for knowledge discovery

Craig M Vineyard, Stephen J Verzi, Michael L Bernard, Shawn E Taylor, Irene Dubicka, Thomas P Caudell
<span title="">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bt4emqf3zjf6vmw425ew3loyl4" style="color: black;">Security Informatics</a> </i> &nbsp;
Using the biology and functionality of the hippocampus as an analogy for inspiration, we have developed an artificial neural network architecture to associate k-tuples (paired associates) of multimodal  ...  Cross modal associations, stored as a higher-order tensor, are learned incrementally as these generalizations are formed.  ...  information used for testing the ACORD capability.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/2190-8532-1-20">doi:10.1186/2190-8532-1-20</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4i2c5jmofvbxpewg35kl3d2ky4">fatcat:4i2c5jmofvbxpewg35kl3d2ky4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170813213659/https://security-informatics.springeropen.com/track/pdf/10.1186/2190-8532-1-20?site=security-informatics.springeropen.com" 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/14/42/1442a7089052685ae9a50a151061c3934316a259.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/2190-8532-1-20"> <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>

A survey of multimodal sentiment analysis

Mohammad Soleymani, David Garcia, Brendan Jou, Björn Schuller, Shih-Fu Chang, Maja Pantic
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/z7tk7kanxjcz7hgk77ae6t3ofy" style="color: black;">Image and Vision Computing</a> </i> &nbsp;
With the proliferation of social media, multimodal sentiment analysis is set to bring new opportunities with the arrival of complementary data streams for improving and going beyond text-based sentiment  ...  Sentiment analysis from text is currently widely used for customer satisfaction assessment and brand perception analysis, among others.  ...  A new domain where sentiment analysis is finding its way is multimedia analytics. For example, the work of Ellis et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2017.08.003">doi:10.1016/j.imavis.2017.08.003</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q62fok6jczfsbdl3jm4mvr6qxi">fatcat:q62fok6jczfsbdl3jm4mvr6qxi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171225220007/http://www.ee.columbia.edu/ln/dvmm/publications/17/soleymani2017survey.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/e1/e1/e1e1937b4d9e369b41575d6aa437e1b0126f187e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imavis.2017.08.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A survey on deep multimodal learning for computer vision: advances, trends, applications, and datasets

Khaled Bayoudh, Raja Knani, Fayçal Hamdaoui, Abdellatif Mtibaa
<span title="2021-06-10">2021</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yx6ragzaojavld2pw4coglzb2e" style="color: black;">The Visual Computer</a> </i> &nbsp;
Unstructured real-world data can inherently take many forms, also known as modalities, often including visual and textual content.  ...  integration and combination of heterogeneous visual cues across sensory modalities.  ...  for various real-world use cases, such as video synthesis and description [68] , and facial expression recognition [123] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00371-021-02166-7">doi:10.1007/s00371-021-02166-7</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34131356">pmid:34131356</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8192112/">pmcid:PMC8192112</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jojwyc6slnevzk7eaiutlmlgfe">fatcat:jojwyc6slnevzk7eaiutlmlgfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718093022/https://link.springer.com/content/pdf/10.1007/s00371-021-02166-7.pdf?error=cookies_not_supported&amp;code=f073f176-2e09-44f8-b21c-174a334cbdf7" 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/26/ef267526724050ca60f423f510e660c1f37e022f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s00371-021-02166-7"> <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/PMC8192112" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

The Modalities of Media II: An Expanded Model for Understanding Intermedial Relations [chapter]

Lars Elleström
<span title="2020-10-15">2020</span> <i title="Springer International Publishing"> Beyond Media Borders, Volume 1 </i> &nbsp;
It suggests an elaborated theoretical framework for distinguishing the multimodal character of media products, which are understood as those entities and phenomena that make inter-human communication possible  ...  This chapter is a significantly expanded and improved version of 'The Modalities of Media: A Model for Understanding Intermedial Relations' from 2010.  ...  Intermediality is an analytical angle that can be used successfully for unravelling some of the complexities of all kinds of communication.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-49679-1_1">doi:10.1007/978-3-030-49679-1_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4bcyjhfzczfdjocgssb2tz4ppi">fatcat:4bcyjhfzczfdjocgssb2tz4ppi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210429052818/https://link.springer.com/content/pdf/10.1007%2F978-3-030-49679-1_1.pdf?error=cookies_not_supported&amp;code=dfc29b9c-04ef-4e8d-a4f3-6f55ecb70250" 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/31/ae/31aebbef519d67b1a4a70f40268afc267fb0e2c4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-49679-1_1"> <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>

Situational Awareness Technologies for Disaster Response [chapter]

Naveen Ashish, Ronald Eguchi, Rajesh Hegde, Charles Huyck, Dmitri Kalashnikov, Sharad Mehrotra, Padhraic Smyth, Nalini Venkatasubramanian
<span title="">2008</span> <i title="Springer US"> Terrorism Informatics </i> &nbsp;
Since the crisis domain might be new to a large number of readers, we begin by first briefly summarizing the crisis response process.  ...  This is done to set the stage for a discussion of the challenges being addressed by RESCUE and particularly the situational awareness thrust within it.  ...  We wish to acknowledge these members who have made key contributions to the research as well as to the writing of this chapter.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-387-71613-8_24">doi:10.1007/978-0-387-71613-8_24</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z24xxe4odffyzeiadd646dg5oi">fatcat:z24xxe4odffyzeiadd646dg5oi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090625185643/http://www.ics.uci.edu/~dvk/pub/SV07_dvk.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/3b/dd/3bdd78737c77e3d22df8439b2cdcdf5ebd1a40aa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-387-71613-8_24"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Interactive Sensor Dashboard for Smart Manufacturing [article]

LRD Murthy, Somnath Arjun, Kamalpreet Singh Saluja, Pradipta Biswas
<span title="2020-05-08">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We compared visual and haptic feedback and a multimodal combination of both visual and haptic feedback for VR environment.  ...  A user study was presented where participants answered a few questions using four types of graphs.  ...  Even though VR provides immersive experience, unlike real world it does not provide any physical feedback to the user.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.05025v1">arXiv:2005.05025v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rwx3b42lk5ei3debenvubynu34">fatcat:rwx3b42lk5ei3debenvubynu34</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200528050358/https://arxiv.org/ftp/arxiv/papers/2005/2005.05025.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2005.05025v1" 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>

Visual Analytics for Multimodal Social Network Analysis: A Design Study with Social Scientists

Sohaib Ghani, Bum Chul Kwon, Seungyoon Lee, Ji Soo Yi, Niklas Elmqvist
<span title="">2013</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hjrujdrg7zaghbdsp5pdzq7cmm" style="color: black;">IEEE Transactions on Visualization and Computer Graphics</a> </i> &nbsp;
Four design sketches for visualizing multimodal social networks, evolved through discussion between social network experts and visual analytics experts.  ...  Multimodal social networks are those where actors and relations belong to different types, or modes, and multimodal social network analysis (mSNA) is accordingly SNA for such networks.  ...  Department of Homeland Security's VACCINE Center under award 2009-ST-061-CI0003.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2013.223">doi:10.1109/tvcg.2013.223</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24051769">pmid:24051769</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nc2nnwf6uzar7av63u4us52uq4">fatcat:nc2nnwf6uzar7av63u4us52uq4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829010052/https://engineering.purdue.edu/~elm/projects/mmgraph/mmgraph.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/48/96/4896ad1663e19fa5280b4379d4315d3c1af3e198.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tvcg.2013.223"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Method Development for Multimodal Data Corpus Analysis of Expressive Instrumental Music Performance

Federico Ghelli Visi, Stefan Östersjö, Robert Ek, Ulrik Röijezon
<span title="2020-12-04">2020</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5r5ojcju2repjbmmjeu5oyawti" style="color: black;">Frontiers in Psychology</a> </i> &nbsp;
This will enable the study of the multiple facets of instrumental music performance in great detail, as well as lead to the development of music creation techniques that take advantage of the cross-modal  ...  This will allow for a systematic inclusion of the knowledge of music professionals in an analytic framework, which synthesizes methods across established research disciplines.  ...  We thank Carl Holmgren for contributing to the proofreading of this article.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fpsyg.2020.576751">doi:10.3389/fpsyg.2020.576751</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33343452">pmid:33343452</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7746541/">pmcid:PMC7746541</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pg3vioxf6rgyvi6w2wfjerrkh4">fatcat:pg3vioxf6rgyvi6w2wfjerrkh4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201206034116/https://fjfsdata01prod.blob.core.windows.net/articles/files/576751/pubmed-zip/.versions/1/.package-entries/fpsyg-11-576751/fpsyg-11-576751.pdf?sv=2018-03-28&amp;sr=b&amp;sig=FzHRqZMHt%2F7Wzp2vx99mCq021ML3wRwtAqHIzRKZ%2BgY%3D&amp;se=2020-12-06T03%3A41%3A46Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fpsyg-11-576751.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/76/7d/767d96bf1d7576c12fd9f103afbc9026dcf578df.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fpsyg.2020.576751"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746541" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

A Survey of Data Representation for Multi-Modality Event Detection and Evolution

Kejing Xiao, Zhaopeng Qian, Biao Qin
<span title="2022-02-20">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
These data represent real-world events from different perspectives so that they can provide more information about an event.  ...  Next, we discuss the techniques of data representation for event detection, including textual, visual, and multi-modality content. Finally, we review event evolution under multi-modality data.  ...  However, multimodality event detection is of great challenge, for that the large amount of multi-modality information has the characteristics of cross platform, multiple modalities, large scale and information  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app12042204">doi:10.3390/app12042204</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5gpezz6yhjejlmdzr5fhpgka6m">fatcat:5gpezz6yhjejlmdzr5fhpgka6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220505100619/https://mdpi-res.com/d_attachment/applsci/applsci-12-02204/article_deploy/applsci-12-02204-v2.pdf?version=1645522725" 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/b4/b2/b4b21942b0936d7fd1386e68a4576e8ab757d570.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app12042204"> <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>
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